Score: -68996432.000000 Penalty: 139235.093750
Splitting cluster 32 changes total score from -68997112.000000 to -68996432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -1129287.125000 Penalty: 1470.404785
	Iteration 0F: 2 clusters Score -1129287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1123023.250000 Penalty: 2940.809570
	Iteration 0F: 3 clusters Score -1123023 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1124937.625000 Penalty: 2940.809570
	Iteration 1F: 3 clusters Score -1124938 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1125159.750000 Penalty: 2940.809570
	Iteration 2F: 3 clusters Score -1125160 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1125366.875000 Penalty: 2940.809570
	Iteration 3F: 3 clusters Score -1125367 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1125598.500000 Penalty: 2940.809570
	Iteration 4F: 3 clusters Score -1125598 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1125908.375000 Penalty: 2940.809570
	Iteration 5F: 3 clusters Score -1125908 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1126312.250000 Penalty: 2940.809570
	Iteration 6F: 3 clusters Score -1126312 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1126866.500000 Penalty: 2940.809570
	Iteration 7F: 3 clusters Score -1126866 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1127373.250000 Penalty: 2940.809570
	Iteration 8F: 3 clusters Score -1127373 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1127770.000000 Penalty: 2940.809570
	Iteration 9F: 3 clusters Score -1127770 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1128071.750000 Penalty: 2940.809570
	Iteration 10Q: 3 clusters Score -1128072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1128251.375000 Penalty: 2940.809570
	Iteration 11Q: 3 clusters Score -1128251 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1128365.500000 Penalty: 2940.809570
	Iteration 12Q: 3 clusters Score -1128366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128458.000000 Penalty: 2940.809570
	Iteration 13Q: 3 clusters Score -1128458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1128535.125000 Penalty: 2940.809570
	Iteration 14Q: 3 clusters Score -1128535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1128593.750000 Penalty: 2940.809570
	Iteration 15Q: 3 clusters Score -1128594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1128644.750000 Penalty: 2940.809570
	Iteration 16Q: 3 clusters Score -1128645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1128676.625000 Penalty: 2940.809570
	Iteration 17Q: 3 clusters Score -1128677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1128696.625000 Penalty: 2940.809570
	Iteration 18Q: 3 clusters Score -1128697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1128711.125000 Penalty: 2940.809570
	Iteration 19Q: 3 clusters Score -1128711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1128717.000000 Penalty: 2940.809570
	Iteration 20F: 3 clusters Score -1128717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1128728.000000 Penalty: 2940.809570
	Iteration 21Q: 3 clusters Score -1128728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1128733.000000 Penalty: 2940.809570
	Iteration 22Q: 3 clusters Score -1128733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1128733.750000 Penalty: 2940.809570
	Iteration 23Q: 3 clusters Score -1128734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1128737.125000 Penalty: 2940.809570
	Iteration 24Q: 3 clusters Score -1128737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1128738.875000 Penalty: 2940.809570
	Iteration 25Q: 3 clusters Score -1128739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1128740.750000 Penalty: 2940.809570
	Iteration 26Q: 3 clusters Score -1128741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1128741.750000 Penalty: 2940.809570
	Iteration 27Q: 3 clusters Score -1128742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1128744.125000 Penalty: 2940.809570
	Iteration 28Q: 3 clusters Score -1128744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1128742.125000 Penalty: 2940.809570
	Iteration 29Q: 3 clusters Score -1128742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1128744.250000 Penalty: 2940.809570
	Iteration 30Q: 3 clusters Score -1128744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1128744.750000 Penalty: 2940.809570
	Iteration 31Q: 3 clusters Score -1128745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1128744.375000 Penalty: 2940.809570
	Iteration 32Q: 3 clusters Score -1128744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1128742.625000 Penalty: 2940.809570
	Iteration 33Q: 3 clusters Score -1128743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1128746.125000 Penalty: 2940.809570
	Iteration 34Q: 3 clusters Score -1128746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1128744.250000 Penalty: 2940.809570
	Iteration 35Q: 3 clusters Score -1128744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128744.125000 Penalty: 2940.809570
	Iteration 36Q: 3 clusters Score -1128744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1128744.250000 Penalty: 2940.809570
	Iteration 37Q: 3 clusters Score -1128744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1128745.750000 Penalty: 2940.809570
	Iteration 38Q: 3 clusters Score -1128746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1128746.750000 Penalty: 2940.809570
	Iteration 39Q: 3 clusters Score -1128747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1128746.000000 Penalty: 2940.809570
	Iteration 40F: 3 clusters Score -1128746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1128743.500000 Penalty: 2940.809570
	Iteration 41Q: 3 clusters Score -1128744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128745.125000 Penalty: 2940.809570
	Iteration 42Q: 3 clusters Score -1128745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1128746.125000 Penalty: 2940.809570
	Iteration 43Q: 3 clusters Score -1128746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1128746.875000 Penalty: 2940.809570
	Iteration 44Q: 3 clusters Score -1128747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1128746.750000 Penalty: 2940.809570
	Iteration 45Q: 3 clusters Score -1128747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128746.500000 Penalty: 2940.809570
	Iteration 46Q: 3 clusters Score -1128746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1128746.500000 Penalty: 2940.809570
	Iteration 47F: 3 clusters Score -1128746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -23699.419922 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -23699.42 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 172 members 
Entering Unmasked Estep 
Score: -22893.716797 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -22893.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23089.771484 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -23089.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23139.212891 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -23139.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23165.388672 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -23165.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23173.669922 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -23173.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23184.128906 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -23184.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23194.351562 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -23194.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23198.761719 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -23198.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23204.248047 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -23204.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23218.636719 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -23218.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23233.263672 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -23233.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23248.496094 Penalty: 1897.262329
	Iteration 11Q: 3 clusters Score -23248.5 Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 7998 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 21577 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 73066 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 33647 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 8868 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 11121 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 4753 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 74566 members 
Mstep: Class 32 contains 1091 members 
Mstep: Class 33 contains 8507 members 
Mstep: Class 34 contains 343 members 
Mstep: Class 35 contains 1100 members 
Mstep: Class 36 contains 543 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 1086 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 1471 members 
Mstep: Class 41 contains 4183 members 
Mstep: Class 42 contains 714 members 
Mstep: Class 43 contains 234 members 
Mstep: Class 44 contains 2242 members 
Mstep: Class 45 contains 3097 members 
Mstep: Class 46 contains 27128 members 
Mstep: Class 47 contains 72740 members 
Mstep: Class 48 contains 671 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1283 members 
Mstep: Class 52 contains 1696 members 
Mstep: Class 53 contains 6131 members 
Mstep: Class 54 contains 2022 members 
Mstep: Class 55 contains 2963 members 
Mstep: Class 56 contains 293 members 
Mstep: Class 57 contains 1023 members 
Mstep: Class 58 contains 14831 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 618 members 
Mstep: Class 61 contains 23494 members 
Mstep: Class 62 contains 955 members 
Mstep: Class 63 contains 4019 members 
Mstep: Class 64 contains 56007 members 
Mstep: Class 65 contains 607 members 
Entering Unmasked Estep 
Score: -68996256.000000 Penalty: 139235.093750
Splitting cluster 48 changes total score from -68997112.000000 to -68996256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -17891.767578 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -17891.77 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 169 members 
Entering Unmasked Estep 
Score: -17039.720703 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -17039.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17307.298828 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -17307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17455.529297 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -17455.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17575.060547 Penalty: 1879.743286
	Iteration 3F: 3 clusters Score -17575.06 nChanged 11
Entering Unmasked Mstep 
Mstep: ClMstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 8417 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 3801 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20970 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992648.000000 Penalty: 149945.484375
Splitting cluster 41 changes total score from -68993264.000000 to -68992648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -226778.281250 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -226778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224889.875000 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -224889.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -225279.484375 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -225279.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225379.968750 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -225380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225446.359375 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -225446.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -225477.203125 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -225477.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -225495.812500 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -225495.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225511.078125 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -225511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225536.406250 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -225536.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -225553.796875 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -225553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -225566.546875 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -225566.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225586.734375 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -225586.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225602.578125 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -225602.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225619.156250 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -225619.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -225638.265625 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -225638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225658.390625 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -225658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -225678.875000 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -225678.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225689.046875 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -225689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225696.765625 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -225696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225714.046875 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -225714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225727.828125 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -225727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225739.421875 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -225739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225749.328125 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -225749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225765.656250 Penalty: 2422.407471
	Iteration 22Q: 3 clusters Score -225765.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225781.359375 Penalty: 2422.407471
	Iteration 23Q: 3 clusters Score -225781.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225796.546875 Penalty: 2422.407471
	Iteration 24Q: 3 clusters Score -225796.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -225818.734375 Penalty: 2422.407471
	Iteration 25Q: 3 clusters Score -225818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225858.671875 Penalty: 2422.407471
	Iteration 26Q: 3 clusters Score -225858.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225913.562500 Penalty: 2422.407471
	Iteration 27Q: 3 clusters Score -225913.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -226020.234375 Penalty: 2422.407471
	Iteration 28Q: 3 clusters Score -226020.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -226123.312500 Penalty: 2422.407471
	Iteration 29Q: 3 clusters Score -226123.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -226174.984375 Penalty: 2422.407471
	Iteration 30Q: 3 clusters Score -226175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -226214.984375 Penalty: 2422.407471
	Iteration 31Q: 3 clusters Score -226215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226245.281250 Penalty: 2422.407471
	Iteration 32Q: 3 clusters Score -226245.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -226270.093750 Penalty: 2422.407471
	Iteration 33Q: 3 clusters Score -226270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -226290.187500 Penalty: 2422.407471
	Iteration 34Q: 3 clusters Score -226290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226309.609375 Penalty: 2422.407471
	Iteration 35Q: 3 clusters Score -226309.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -226346.750000 Penalty: 2422.407471
	Iteration 36Q: 3 clusters Score -226346.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -226391.984375 Penalty: 2422.407471
	Iteration 37Q: 3 clusters Score -226392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -226420.796875 Penalty: 2422.407471
	Iteration 38Q: 3 clusters Score -226420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -226447.140625 Penalty: 2422.407471
	Iteration 39Q: 3 clusters Score -226447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -226482.578125 Penalty: 2422.407471
	Iteration 40F: 3 clusters Score -226482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -226532.421875 Penalty: 2422.407471
	Iteration 41Q: 3 clusters Score -226532.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -226570.750000 Penalty: 2422.407471
	Iteration 42Q: 3 clusters Score -226570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -226598.406250 Penalty: 2422.407471
	Iteration 43Q: 3 clusters Score -226598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -226623.218750 Penalty: 2422.407471
	Iteration 44Q: 3 clusters Score -226623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -226638.062500 Penalty: 2422.407471
	Iteration 45Q: 3 clusters Score -226638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -226647.781250 Penalty: 2422.407471
	Iteration 46Q: 3 clusters Score -226647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226655.046875 Penalty: 2422.407471
	Iteration 47Q: 3 clusters Score -226655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -226660.312500 Penalty: 2422.407471
	Iteration 48Q: 3 clusters Score -226660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -226667.640625 Penalty: 2422.407471
	Iteration 49Q: 3 clusters Score -226667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226675.625000 Penalty: 2422.407471
	Iteration 50Q: 3 clusters Score -226675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -226686.312500 Penalty: 2422.407471
	Iteration 51Q: 3 clusters Score -226686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -226692.921875 Penalty: 2422.407471
	Iteration 52Q: 3 clusters Score -226692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226699.031250 Penalty: 2422.407471
	Iteration 53Q: 3 clusters Score -226699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226705.375000 Penalty: 2422.407471
	Iteration 54Q: 3 clusters Score -226705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226707.453125 Penalty: 2422.407471
	Iteration 55Q: 3 clusters Score -226707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -226710.656250 Penalty: 2422.407471
	Iteration 56Q: 3 clusters Score -226710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -226713.593750 Penalty: 2422.407471
	Iteration 57Q: 3 clusters Score -226713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -226714.890625 Penalty: 2422.407471
	Iteration 58Q: 3 clusters Score -226714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -226714.890625 Penalty: 2422.407471
	Iteration 59F: 3 clusters Score -226714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (20672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Entering Unmasked Estep 
Score: -2756757.250000 Penalty: 1614.687134
	Iteration 0F: 2 clusters Score -2756757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2742679.250000 Penalty: 3229.374268
	Iteration 0F: 3 clusters Score -2742679 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2747845.750000 Penalty: 3229.374268
	Iteration 1F: 3 clusters Score -2747846 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2748265.500000 Penalty: 3229.374268
	Iteration 2F: 3 clusters Score -2748266 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2748713.000000 Penalty: 3229.374268
	Iteration 3Q: 3 clusters Score -2748713 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2749289.000000 Penalty: 3229.374268
	Iteration 4F: 3 clusters Score -2749289 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2749968.000000 Penalty: 3229.374268
	Iteration 5F: 3 clusters Score -2749968 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2750783.500000 Penalty: 3229.374268
	Iteration 6F: 3 clusters Score -2750784 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2751809.500000 Penalty: 3229.374268
	Iteration 7F: 3 clusters Score -2751810 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2752830.500000 Penalty: 3229.374268
	Iteration 8F: 3 clusters Score -2752830 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2753686.500000 Penalty: 3229.374268
	Iteration 9Q: 3 clusters Score -2753686 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2754360.750000 Penalty: 3229.374268
	Iteration 10Q: 3 clusters Score -2754361 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2754733.250000 Penalty: 3229.374268
	Iteration 11Q: 3 clusters Score -2754733 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2754967.250000 Penalty: 3229.374268
	Iteration 12Q: 3 clusters Score -2754967 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2755137.000000 Penalty: 3229.374268
	Iteration 13Q: 3 clusters Score -2755137 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2755254.000000 Penalty: 3229.374268
	Iteration 14Q: 3 clusters Score -2755254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2755320.750000 Penalty: 3229.374268
	Iteration 15Q: 3 clusters Score -2755321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2755363.750000 Penalty: 3229.374268
	Iteration 16Q: 3 clusters Score -2755364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2755407.750000 Penalty: 3229.374268
	Iteration 17Q: 3 clusters Score -2755408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2755433.500000 Penalty: 3229.374268
	Iteration 18Q: 3 clusters Score -2755434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2755446.000000 Penalty: 3229.374268
	Iteration 19Q: 3 clusters Score -2755446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2755454.750000 Penalty: 3229.374268
	Iteration 20F: 3 clusters Score -2755455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2755459.750000 Penalty: 3229.374268
	Iteration 21Q: 3 clusters Score -2755460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2755466.000000 Penalty: 3229.374268
	Iteration 22Q: 3 clusters Score -2755466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2755466.750000 Penalty: 3229.374268
	Iteration 23Q: 3 clusters Score -2755467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2755470.000000 Penalty: 3229.374268
	Iteration 24Q: 3 clusters Score -2755470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2755477.750000 Penalty: 3229.374268
	Iteration 25Q: 3 clusters Score -2755478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2755480.500000 Penalty: 3229.374268
	Iteration 26Q: 3 clusters Score -2755480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2755482.250000 Penalty: 3229.374268
	Iteration 27Q: 3 clusters Score -2755482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2755484.000000 Penalty: 3229.374268
	Iteration 28Q: 3 clusters Score -2755484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2755490.000000 Penalty: 3229.374268
	Iteration 29Q: 3 clusters Score -2755490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2755490.500000 Penalty: 3229.374268
	Iteration 30Q: 3 clusters Score -2755490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2755492.500000 Penalty: 3229.374268
	Iteration 31Q: 3 clusters Score -2755492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2755496.750000 Penalty: 3229.374268
	Iteration 32Q: 3 clusters Score -2755497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2755492.250000 Penalty: 3229.374268
	Iteration 33Q: 3 clusters Score -2755492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2755491.750000 Penalty: 3229.374268
	Iteration 34Q: 3 clusters Score -2755492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2755492.250000 Penalty: 3229.374268
	Iteration 35Q: 3 clusters Score -2755492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2755492.250000 Penalty: 3229.374268
	Iteration 36Q: 3 clusters Score -2755492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2755493.750000 Penalty: 3229.374268
	Iteration 37Q: 3 clusters Score -2755494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2755496.250000 Penalty: 3229.374268
	Iteration 38Q: 3 clusters Score -2755496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2755500.750000 Penalty: 3229.374268
	Iteration 39Q: 3 clusters Score -2755501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2755500.000000 Penalty: 3229.374268
	Iteration 40F: 3 clusters Score -2755500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2755499.000000 Penalty: 3229.374268
	Iteration 41Q: 3 clusters Score -2755499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2755501.000000 Penalty: 3229.374268
	Iteration 42Q: 3 clusters Score -2755501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2755505.000000 Penalty: 3229.374268
	Iteration 43Q: 3 clusters Score -2755505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2755500.250000 Penalty: 3229.374268
	Iteration 44Q: 3 clusters Score -2755500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2755500.000000 Penalty: 3229.374268
	Iteration 45Q: 3 clusters Score -2755500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2755498.750000 Penalty: 3229.374268
	Iteration 46Q: 3 clusters Score -2755499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2755498.750000 Penalty: 3229.374268
	Iteration 47F: 3 clusters Score -2755499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -202014.156250 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -202014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -200419.765625 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -200419.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -200736.406250 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -200736.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -200804.296875 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -200804.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200835.359375 Penalty: 2319.356934
	Iteration 3Q: 3 clusters Score -200835.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200853.093750 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -200853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200864.156250 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -200864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200876.062500 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -200876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200881.781250 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -200881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -200887.812500 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -200887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200894.625000 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -200894.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -200899.750000 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -200899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -200904.328125 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -200904.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -200908.953125 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -200909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200912.906250 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -200912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200914.890625 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -200914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -200917.218750 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -200917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -200917.296875 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -200917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -200917.296875 Penalty: 2319.356934
	Iteration 17F: 3 clusters Score -200917.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (69675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Entering Unmasked Estep 
Score: -9486128.000000 Penalty: 1812.134521
	Iteration 0F: 2 clusters Score -9486128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -9441047.000000 Penalty: 3624.269043
	Iteration 0F: 3 clusters Score -9441047 nChanged 32943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -9459518.000000 Penalty: 3624.269043
	Iteration 1F: 3 clusters Score -9459518 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9460069.000000 Penalty: 3624.269043
	Iteration 2Q: 3 clusters Score -9460069 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -9460832.000000 Penalty: 3624.269043
	Iteration 3Q: 3 clusters Score -9460832 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -9462166.000000 Penalty: 3624.269043
	Iteration 4Q: 3 clusters Score -9462166 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -9464417.000000 Penalty: 3624.269043
	Iteration 5F: 3 clusters Score -9464417 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9468056.000000 Penalty: 3624.269043
	Iteration 6F: 3 clusters Score -9468056 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -9472546.000000 Penalty: 3624.269043
	Iteration 7F: 3 clusters Score -9472546 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -9476570.000000 Penalty: 3624.269043
	Iteration 8F: 3 clusters Score -9476570 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -9479177.000000 Penalty: 3624.269043
	Iteration 9Q: 3 clusters Score -9479177 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -9480720.000000 Penalty: 3624.269043
	Iteration 10Q: 3 clusters Score -9480720 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -9481744.000000 Penalty: 3624.269043
	Iteration 11Q: 3 clusters Score -9481744 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9482416.000000 Penalty: 3624.269043
	Iteration 12Q: 3 clusters Score -9482416 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -9482953.000000 Penalty: 3624.269043
	Iteration 13Q: 3 clusters Score -9482953 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -9483371.000000 Penalty: 3624.269043
	Iteration 14Q: 3 clusters Score -9483371 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -9483613.000000 Penalty: 3624.269043
	Iteration 15Q: 3 clusters Score -9483613 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -9483803.000000 Penalty: 3624.269043
	Iteration 16Q: 3 clusters Score -9483803 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -9483961.000000 Penalty: 3624.269043
	Iteration 17Q: 3 clusters Score -9483961 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -9484117.000000 Penalty: 3624.269043
	Iteration 18Q: 3 clusters Score -9484117 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -9484212.000000 Penalty: 3624.269043
	Iteration 19Q: 3 clusters Score -9484212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9484319.000000 Penalty: 3624.269043
	Iteration 20F: 3 clusters Score -9484319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -9484362.000000 Penalty: 3624.269043
	Iteration 21Q: 3 clusters Score -9484362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -9484415.000000 Penalty: 3624.269043
	Iteration 22Q: 3 clusters Score -9484415 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -9484462.000000 Penalty: 3624.269043
	Iteration 23Q: 3 clusters Score -9484462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9484505.000000 Penalty: 3624.269043
	Iteration 24Q: 3 clusters Score -9484505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -9484527.000000 Penalty: 3624.269043
	Iteration 25Q: 3 clusters Score -9484527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -9484546.000000 Penalty: 3624.269043
	Iteration 26Q: 3 clusters Score -9484546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -9484577.000000 Penalty: 3624.269043
	Iteration 27Q: 3 clusters Score -9484577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -9484600.000000 Penalty: 3624.269043
	Iteration 28Q: 3 clusters Score -9484600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -9484599.000000 Penalty: 3624.269043
	Iteration 29Q: 3 clusters Score -9484599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -9484603.000000 Penalty: 3624.269043
	Iteration 30Q: 3 clusters Score -9484603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -9484605.000000 Penalty: 3624.269043
	Iteration 31Q: 3 clusters Score -9484605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -9484610.000000 Penalty: 3624.269043
	Iteration 32Q: 3 clusters Score -9484610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -9484611.000000 Penalty: 3624.269043
	Iteration 33Q: 3 clusters Score -9484611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -9484616.000000 Penalty: 3624.269043
	Iteration 34Q: 3 clusters Score -9484616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -9484617.000000 Penalty: 3624.269043
	Iteration 35Q: 3 clusters Score -9484617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -9484619.000000 Penalty: 3624.269043
	Iteration 36Q: 3 clusters Score -9484619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -9484615.000000 Penalty: 3624.269043
	Iteration 37Q: 3 clusters Score -9484615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -9484615.000000 Penalty: 3624.269043
	Iteration 38Q: 3 clusters Score -9484615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -9484611.000000 Penalty: 3624.269043
	Iteration 39Q: 3 clusters Score -9484611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -9484616.000000 Penalty: 3624.269043
	Iteration 40F: 3 clusters Score -9484616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -9484623.000000 Penalty: 3624.269043
	Iteration 41Q: 3 clusters Score -9484623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -9484625.000000 Penalty: 3624.269043
	Iteration 42Q: 3 clusters Score -9484625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -9484622.000000 Penalty: 3624.269043
	Iteration 43Q: 3 clusters Score -9484622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -9484621.000000 Penalty: 3624.269043
	Iteration 44Q: 3 clusters Score -9484621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -9484621.000000 Penalty: 3624.269043
	Iteration 45F: 3 clusters Score -9484621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -175569.218750 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -175569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173931.859375 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -173931.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -174290.937500 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -174290.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -174440.687500 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -174440.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174536.625000 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -174536.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -174617.531250 Penalty: 2350.403320
	Iteration 4F: 3 clusters Score -174617.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -174673.078125 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -174673.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174709.296875 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -174709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174731.468750 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -174731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -174749.468750 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -174749.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174760.937500 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -174760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -174770.109375 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -174770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -174779.062500 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -174779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -174784.078125 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -174784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174790.531250 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -174790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -174802.328125 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -174802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174811.546875 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -174811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -174821.328125 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -174821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174837.484375 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -174837.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -174860.906250 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -174860.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174889.359375 Penalty: 2350.403320
	Iteration 19Q: 3 clusters Score -174889.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174905.421875 Penalty: 2350.403320
	Iteration 20F: 3 clusters Score -174905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -174916.734375 Penalty: 2350.403320
	Iteration 21Q: 3 clusters Score -174916.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -174924.890625 Penalty: 2350.403320
	Iteration 22Q: 3 clusters Score -174924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -174929.265625 Penalty: 2350.403320
	Iteration 23Q: 3 clusters Score -174929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174932.640625 Penalty: 2350.403320
	Iteration 24Q: 3 clusters Score -174932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174935.359375 Penalty: 2350.403320
	Iteration 25Q: 3 clusters Score -174935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -174937.203125 Penalty: 2350.403320
	Iteration 26Q: 3 clusters Score -174937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174938.250000 Penalty: 2350.403320
	Iteration 27Q: 3 clusters Score -174938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174940.296875 Penalty: 2350.403320
	Iteration 28Q: 3 clusters Score -174940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -174941.593750 Penalty: 2350.403320
	Iteration 29Q: 3 clusters Score -174941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -174942.484375 Penalty: 2350.403320
	Iteration 30Q: 3 clusters Score -174942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -174942.937500 Penalty: 2350.403320
	Iteration 31Q: 3 clusters Score -174942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -174942.937500 Penalty: 2350.403320
	Iteration 32F: 3 clusters Score -174942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -5957.441406 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -5957.441 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 98 members 
Entering Unmasked Estep 
Score: -5253.119141 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -5253.119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5348.740234 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -5348.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5387.048828 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -5387.049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5405.968750 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -5405.969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5419.208984 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -5419.209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5425.571289 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -5425.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5432.046875 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -5432.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5432.046875 Penalty: 1734.699951
	Iteration 7F: 3 clusters Score -5432.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -16386.455078 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -16386.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15610.022461 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -15610.02 nChanged 64
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: -15763.452148 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -15763.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15815.158203 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -15815.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15864.785156 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -15864.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15894.408203 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -15894.41 nChanged 6
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: -15899.504883 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -15899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15899.811523 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -15899.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15899.811523 Penalty: 1802.182617
	Iteration 7F: 3 clusters Score -15899.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -176081.234375 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -176081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174319.625000 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -174319.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -174904.000000 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -174904 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175145.796875 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -175145.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175317.046875 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -175317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175435.953125 Penalty: 2384.927490
	Iteration 4F: 3 clusters Score -175436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175497.031250 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -175497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175541.046875 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -175541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175568.890625 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -175568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175602.906250 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -175602.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175624.031250 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -175624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175649.671875 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -175649.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175663.562500 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -175663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175680.000000 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -175680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175695.312500 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -175695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175708.109375 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -175708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175715.296875 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -175715.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175723.921875 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -175723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175732.750000 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -175732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175739.187500 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -175739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175744.859375 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -175744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175745.937500 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -175745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175747.484375 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -175747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175749.187500 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -175749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175751.875000 Penalty: 2384.927490
	Iteration 23Q: 3 clusters Score -175751.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175751.875000 Penalty: 2384.927490
	Iteration 24F: 3 clusters Score -175751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -44822.445312 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -44822.45 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: -43900.460938 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -43900.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44050.945312 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -44050.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44124.953125 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -44124.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44164.894531 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -44164.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44202.160156 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -44202.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44219.808594 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -44219.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44222.324219 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -44222.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44222.324219 Penalty: 1923.640503
	Iteration 7F: 3 clusters Score -44222.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -432950.593750 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -432950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -430092.218750 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -430092.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -430750.343750 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -430750.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -430862.375000 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -430862.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -430923.281250 Penalty: 2627.081787
	Iteration 3Q: 3 clusters Score -430923.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -430967.968750 Penalty: 2627.081787
	Iteration 4Q: 3 clusters Score -430968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -431000.343750 Penalty: 2627.081787
	Iteration 5Q: 3 clusters Score -431000.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -431026.812500 Penalty: 2627.081787
	Iteration 6Q: 3 clusters Score -431026.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -431049.187500 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -431049.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -431070.812500 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -431070.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431102.687500 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -431102.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -431128.125000 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -431128.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -431145.875000 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -431145.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -431159.937500 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -431159.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -431170.187500 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -431170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -431178.656250 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -431178.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -431188.218750 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -431188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -431198.031250 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -431198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -431208.156250 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -431208.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -431221.750000 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -431221.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431233.843750 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -431233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -431241.625000 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -431241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -431249.781250 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -431249.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -431255.218750 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -431255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -431261.218750 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -431261.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -431266.625000 Penalty: 2627.081787
	Iteration 24Q: 3 clusters Score -431266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -431270.093750 Penalty: 2627.081787
	Iteration 25Q: 3 clusters Score -431270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -431271.562500 Penalty: 2627.081787
	Iteration 26Q: 3 clusters Score -431271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -431274.125000 Penalty: 2627.081787
	Iteration 27Q: 3 clusters Score -431274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -431276.687500 Penalty: 2627.081787
	Iteration 28Q: 3 clusters Score -431276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -431277.968750 Penalty: 2627.081787
	Iteration 29Q: 3 clusters Score -431278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -431280.593750 Penalty: 2627.081787
	Iteration 30Q: 3 clusters Score -431280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -431282.312500 Penalty: 2627.081787
	Iteration 31Q: 3 clusters Score -431282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -431285.093750 Penalty: 2627.081787
	Iteration 32Q: 3 clusters Score -431285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -431287.875000 Penalty: 2627.081787
	Iteration 33Q: 3 clusters Score -431287.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -431292.031250 Penalty: 2627.081787
	Iteration 34Q: 3 clusters Score -431292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -431297.531250 Penalty: 2627.081787
	Iteration 35Q: 3 clusters Score -431297.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -431305.218750 Penalty: 2627.081787
	Iteration 36Q: 3 clusters Score -431305.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -431316.281250 Penalty: 2627.081787
	Iteration 37Q: 3 clusters Score -431316.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -431331.968750 Penalty: 2627.081787
	Iteration 38Q: 3 clusters Score -431332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -431355.750000 Penalty: 2627.081787
	Iteration 39Q: 3 clusters Score -431355.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -431377.562500 Penalty: 2627.081787
	Iteration 40F: 3 clusters Score -431377.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -431398.437500 Penalty: 2627.081787
	Iteration 41Q: 3 clusters Score -431398.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -431423.281250 Penalty: 2627.081787
	Iteration 42Q: 3 clusters Score -431423.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -431441.968750 Penalty: 2627.081787
	Iteration 43Q: 3 clusters Score -431442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -431466.250000 Penalty: 2627.081787
	Iteration 44Q: 3 clusters Score -431466.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -431491.468750 Penalty: 2627.081787
	Iteration 45Q: 3 clusters Score -431491.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -431509.531250 Penalty: 2627.081787
	Iteration 46Q: 3 clusters Score -431509.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -431526.625000 Penalty: 2627.081787
	Iteration 47Q: 3 clusters Score -431526.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -431540.187500 Penalty: 2627.081787
	Iteration 48Q: 3 clusters Score -431540.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -431554.843750 Penalty: 2627.081787
	Iteration 49Q: 3 clusters Score -431554.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -431575.000000 Penalty: 2627.081787
	Iteration 50Q: 3 clusters Score -431575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -431593.562500 Penalty: 2627.081787
	Iteration 51Q: 3 clusters Score -431593.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -431603.750000 Penalty: 2627.081787
	Iteration 52Q: 3 clusters Score -431603.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -431616.343750 Penalty: 2627.081787
	Iteration 53Q: 3 clusters Score -431616.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -431631.093750 Penalty: 2627.081787
	Iteration 54Q: 3 clusters Score -431631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -431643.906250 Penalty: 2627.081787
	Iteration 55Q: 3 clusters Score -431643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -431653.312500 Penalty: 2627.081787
	Iteration 56Q: 3 clusters Score -431653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -431664.062500 Penalty: 2627.081787
	Iteration 57Q: 3 clusters Score -431664.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -431671.531250 Penalty: 2627.081787
	Iteration 58Q: 3 clusters Score -431671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -431679.000000 Penalty: 2627.081787
	Iteration 59Q: 3 clusters Score -431679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -431684.062500 Penalty: 2627.081787
	Iteration 60F: 3 clusters Score -431684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -431686.218750 Penalty: 2627.081787
	Iteration 61Q: 3 clusters Score -431686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -431689.750000 Penalty: 2627.081787
	Iteration 62Q: 3 clusters Score -431689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -431694.625000 Penalty: 2627.081787
	Iteration 63Q: 3 clusters Score -431694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -431700.343750 Penalty: 2627.081787
	Iteration 64Q: 3 clusters Score -431700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -431702.843750 Penalty: 2627.081787
	Iteration 65Q: 3 clusters Score -431702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -431708.343750 Penalty: 2627.081787
	Iteration 66Q: 3 clusters Score -431708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -431709.968750 Penalty: 2627.081787
	Iteration 67Q: 3 clusters Score -431710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -431712.031250 Penalty: 2627.081787
	Iteration 68Q: 3 clusters Score -431712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -431712.781250 Penalty: 2627.081787
	Iteration 69Q: 3 clusters Score -431712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -431715.093750 Penalty: 2627.081787
	Iteration 70Q: 3 clusters Score -431715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -431717.468750 Penalty: 2627.081787
	Iteration 71Q: 3 clusters Score -431717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -431718.812500 Penalty: 2627.081787
	Iteration 72Q: 3 clusters Score -431718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -431722.156250 Penalty: 2627.081787
	Iteration 73Q: 3 clusters Score -431722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -431723.593750 Penalty: 2627.081787
	Iteration 74Q: 3 clusters Score -431723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -431724.218750 Penalty: 2627.081787
	Iteration 75Q: 3 clusters Score -431724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -431724.218750 Penalty: 2627.081787
	Iteration 76F: 3 clusters Score -431724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -109444.562500 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -109444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108167.500000 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -108167.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108461.164062 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -108461.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108622.531250 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -108622.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108746.898438 Penalty: 2164.270508
	Iteration 3F: 3 clusters Score -108746.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108877.914062 Penalty: 2164.270508
	Iteration 4F: 3 clusters Score -108877.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108959.828125 Penalty: 2164.270508
	Iteration 5F: 3 clusters Score -108959.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -109016.546875 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -109016.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -109073.757812 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -109073.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109132.578125 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -109132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -109177.117188 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -109177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109225.210938 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -109225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109266.742188 Penalty: 2164.270508
	Iteration 11Q: 3 clusters Score -109266.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109298.460938 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -109298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -109323.351562 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -109323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109352.726562 Penalty: 2164.270508
	Iteration 14Q: 3 clusters Score -109352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109368.734375 Penalty: 2164.270508
	Iteration 15Q: 3 clusters Score -109368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109385.257812 Penalty: 2164.270508
	Iteration 16Q: 3 clusters Score -109385.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -109403.789062 Penalty: 2164.270508
	Iteration 17Q: 3 clusters Score -109403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109410.468750 Penalty: 2164.270508
	Iteration 18Q: 3 clusters Score -109410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -109413.796875 Penalty: 2164.270508
	Iteration 19Q: 3 clusters Score -109413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -109427.078125 Penalty: 2164.270508
	Iteration 20F: 3 clusters Score -109427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109453.617188 Penalty: 2164.270508
	Iteration 21Q: 3 clusters Score -109453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -109456.273438 Penalty: 2164.270508
	Iteration 22Q: 3 clusters Score -109456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109457.546875 Penalty: 2164.270508
	Iteration 23Q: 3 clusters Score -109457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109457.546875 Penalty: 2164.270508
	Iteration 24F: 3 clusters Score -109457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 482 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 298 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20970 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992152.000000 Penalty: 149945.484375
Splitting cluster 52 changes total score from -68993264.000000 to -68992152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100013.656250 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -100013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98725.710938 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -98725.71 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98940.945312 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -98940.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98991.484375 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -98991.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99015.078125 Penalty: 2170.461182
	Iteration 3Q: 3 clusters Score -99015.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -99025.578125 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -99025.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99036.789062 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -99036.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99062.812500 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -99062.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99082.523438 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -99082.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99100.578125 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -99100.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99119.500000 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -99119.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99135.406250 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -99135.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99150.281250 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -99150.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99155.359375 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -99155.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99158.562500 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -99158.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -99167.515625 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -99167.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99174.453125 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -99174.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99184.726562 Penalty: 2170.461182
	Iteration 16Q: 3 clusters Score -99184.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99187.343750 Penalty: 2170.461182
	Iteration 17Q: 3 clusters Score -99187.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99187.796875 Penalty: 2170.461182
	Iteration 18Q: 3 clusters Score -99187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99187.796875 Penalty: 2170.461182
	Iteration 19F: 3 clusters Score -99187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -624543.687500 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -624543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -620785.500000 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -620785.5 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -622023.875000 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -622023.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -622441.125000 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -622441.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -622738.687500 Penalty: 2752.782959
	Iteration 3F: 3 clusters Score -622738.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -622950.312500 Penalty: 2752.782959
	Iteration 4F: 3 clusters Score -622950.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -623156.875000 Penalty: 2752.782959
	Iteration 5F: 3 clusters Score -623156.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -623378.187500 Penalty: 2752.782959
	Iteration 6Q: 3 clusters Score -623378.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -623586.250000 Penalty: 2752.782959
	Iteration 7Q: 3 clusters Score -623586.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -623697.125000 Penalty: 2752.782959
	Iteration 8Q: 3 clusters Score -623697.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -623785.187500 Penalty: 2752.782959
	Iteration 9Q: 3 clusters Score -623785.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -623885.875000 Penalty: 2752.782959
	Iteration 10Q: 3 clusters Score -623885.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -623965.687500 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -623965.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -624026.937500 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -624026.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -624070.875000 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -624070.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -624093.187500 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -624093.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -624109.375000 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -624109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -624114.250000 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -624114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -624121.562500 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -624121.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -624127.187500 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -624127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -624131.562500 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -624131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -624136.750000 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -624136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -624138.687500 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -624138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -624140.875000 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -624140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -624142.687500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -624142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -624144.250000 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -624144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -624145.875000 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -624145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -624147.125000 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -624147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -624149.062500 Penalty: 2752.782959
	Iteration 27Q: 3 clusters Score -624149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -624150.937500 Penalty: 2752.782959
	Iteration 28Q: 3 clusters Score -624150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -624152.375000 Penalty: 2752.782959
	Iteration 29Q: 3 clusters Score -624152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -624154.187500 Penalty: 2752.782959
	Iteration 30Q: 3 clusters Score -624154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -624154.500000 Penalty: 2752.782959
	Iteration 31Q: 3 clusters Score -624154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -624154.687500 Penalty: 2752.782959
	Iteration 32Q: 3 clusters Score -624154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -624156.500000 Penalty: 2752.782959
	Iteration 33Q: 3 clusters Score -624156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -624157.375000 Penalty: 2752.782959
	Iteration 34Q: 3 clusters Score -624157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -624156.750000 Penalty: 2752.782959
	Iteration 35Q: 3 clusters Score -624156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -624160.625000 Penalty: 2752.782959
	Iteration 36Q: 3 clusters Score -624160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -624161.312500 Penalty: 2752.782959
	Iteration 37Q: 3 clusters Score -624161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -624163.250000 Penalty: 2752.782959
	Iteration 38Q: 3 clusters Score -624163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -624164.000000 Penalty: 2752.782959
	Iteration 39Q: 3 clusters Score -624164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -624164.000000 Penalty: 2752.782959
	Iteration 40F: 3 clusters Score -624164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -627130.562500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -627130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -623448.437500 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -623448.4 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -624386.812500 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -624386.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -624570.937500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -624570.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -624697.812500 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -624697.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -624780.500000 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -624780.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -624851.875000 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -624851.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -624920.562500 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -624920.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -624981.187500 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -624981.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -625047.500000 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -625047.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -625111.750000 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -625111.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -625179.250000 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -625179.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -625235.250000 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -625235.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -625295.000000 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -625295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -625345.000000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -625345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -625393.125000 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -625393.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -625438.250000 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -625438.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -625476.812500 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -625476.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -625509.750000 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -625509.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -625542.187500 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -625542.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -625574.500000 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -625574.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -625601.750000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -625601.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -625637.187500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -625637.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -625669.500000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -625669.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -625697.250000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -625697.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -625723.812500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -625723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -625746.062500 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -625746.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -625765.375000 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -625765.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -625779.625000 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -625779.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -625796.500000 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -625796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -625808.500000 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -625808.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -625818.187500 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -625818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -625830.562500 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -625830.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -625844.875000 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -625844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -625855.250000 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -625855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -625862.000000 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -625862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -625868.437500 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -625868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -625872.562500 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -625872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -625875.125000 Penalty: 2744.152588
	Iteration 37Q: 3 clusters Score -625875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -625879.500000 Penalty: 2744.152588
	Iteration 38Q: 3 clusters Score -625879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -625884.250000 Penalty: 2744.152588
	Iteration 39Q: 3 clusters Score -625884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -625887.750000 Penalty: 2744.152588
	Iteration 40F: 3 clusters Score -625887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -625888.500000 Penalty: 2744.152588
	Iteration 41Q: 3 clusters Score -625888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -625889.937500 Penalty: 2744.152588
	Iteration 42Q: 3 clusters Score -625889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -625892.437500 Penalty: 2744.152588
	Iteration 43Q: 3 clusters Score -625892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -625897.125000 Penalty: 2744.152588
	Iteration 44Q: 3 clusters Score -625897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -625901.625000 Penalty: 2744.152588
	Iteration 45Q: 3 clusters Score -625901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -625905.937500 Penalty: 2744.152588
	Iteration 46Q: 3 clusters Score -625905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -625912.000000 Penalty: 2744.152588
	Iteration 47Q: 3 clusters Score -625912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -625914.062500 Penalty: 2744.152588
	Iteration 48Q: 3 clusters Score -625914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -625918.500000 Penalty: 2744.152588
	Iteration 49Q: 3 clusters Score -625918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -625920.375000 Penalty: 2744.152588
	Iteration 50Q: 3 clusters Score -625920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -625920.625000 Penalty: 2744.152588
	Iteration 51Q: 3 clusters Score -625920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -625921.375000 Penalty: 2744.152588
	Iteration 52Q: 3 clusters Score -625921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -625921.375000 Penalty: 2744.152588
	Iteration 53F: 3 clusters Score -625921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -20817.683594 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -20817.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20135.490234 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -20135.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20317.263672 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -20317.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20411.558594 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -20411.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20475.292969 Penalty: 1743.942139
	Iteration 3F: 3 clusters Score -20475.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20519.423828 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -20519.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20558.849609 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -20558.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20569.261719 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -20569.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20578.203125 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -20578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20579.878906 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -20579.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20579.878906 Penalty: 1743.942139
	Iteration 9F: 3 clusters Score -20579.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -63719.382812 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -63719.38 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: -62646.703125 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -62646.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62847.671875 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -62847.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62908.433594 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -62908.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62985.367188 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -62985.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63061.800781 Penalty: 2009.177612
	Iteration 4F: 3 clusters Score -63061.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63117.863281 Penalty: 2009.177612
	Iteration 5F: 3 clusters Score -63117.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63181.179688 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -63181.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63271.890625 Penalty: 2009.177612
	Iteration 7F: 3 clusters Score -63271.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63325.414062 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -63325.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63398.578125 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -63398.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63433.609375 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -63433.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63465.070312 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -63465.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63483.644531 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -63483.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63489.742188 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -63489.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63491.566406 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -63491.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63492.945312 Penalty: 2009.177612
	Iteration 15Q: 3 clusters Score -63492.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63495.359375 Penalty: 2009.177612
	Iteration 16Q: 3 clusters Score -63495.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63495.359375 Penalty: 2009.177612
	Iteration 17F: 3 clusters Score -63495.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -57923.898438 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -57923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56873.285156 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -56873.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57065.210938 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -57065.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57205.945312 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -57205.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57353.457031 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -57353.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57511.175781 Penalty: 1996.860352
	Iteration 4F: 3 clusters Score -57511.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57681.367188 Penalty: 1996.860352
	Iteration 5F: 3 clusters Score -57681.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57836.085938 Penalty: 1996.860352
	Iteration 6F: 3 clusters Score -57836.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57973.433594 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -57973.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58050.617188 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -58050.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58119.773438 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -58119.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58162.265625 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -58162.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58171.136719 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -58171.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58180.375000 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -58180.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58180.375000 Penalty: 1996.860352
	Iteration 13F: 3 clusters Score -58180.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 247 members 
Mstep: Class 59 contains 219 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20970 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992344.000000 Penalty: 149945.484375
Splitting cluster 58 changes total score from -68993264.000000 to -68992344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (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: -52719.187500 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -52719.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51861.054688 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -51861.05 nChanged 50
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: -51945.746094 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -51945.75 nChanged 9
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: -51964.292969 Penalty: 1841.588623
	Iteration 2Q: 3 clusters Score -51964.29 nChanged 8
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: -51983.097656 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -51983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51984.250000 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -51984.25 nChanged 1
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: -51984.921875 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -51984.92 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: -51984.921875 Penalty: 1841.588623
	Iteration 6F: 3 clusters Score -51984.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -648319.312500 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -648319.3 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 2384 members 
Entering Unmasked Estep 
Score: -644485.500000 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -644485.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -645419.937500 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -645419.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -645584.375000 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -645584.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -645719.937500 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -645719.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -645827.375000 Penalty: 2751.075195
	Iteration 4Q: 3 clusters Score -645827.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -645907.000000 Penalty: 2751.075195
	Iteration 5Q: 3 clusters Score -645907 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -645971.125000 Penalty: 2751.075195
	Iteration 6Q: 3 clusters Score -645971.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -646029.812500 Penalty: 2751.075195
	Iteration 7Q: 3 clusters Score -646029.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -646094.000000 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -646094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -646156.875000 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -646156.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -646207.875000 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -646207.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -646268.937500 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -646268.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -646327.687500 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -646327.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -646394.000000 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -646394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -646460.250000 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -646460.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -646529.437500 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -646529.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -646600.812500 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -646600.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -646678.187500 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -646678.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -646789.562500 Penalty: 2751.075195
	Iteration 18Q: 3 clusters Score -646789.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -646907.125000 Penalty: 2751.075195
	Iteration 19Q: 3 clusters Score -646907.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -647029.437500 Penalty: 2751.075195
	Iteration 20F: 3 clusters Score -647029.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -647133.437500 Penalty: 2751.075195
	Iteration 21Q: 3 clusters Score -647133.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -647200.875000 Penalty: 2751.075195
	Iteration 22Q: 3 clusters Score -647200.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -647256.812500 Penalty: 2751.075195
	Iteration 23Q: 3 clusters Score -647256.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -647291.062500 Penalty: 2751.075195
	Iteration 24Q: 3 clusters Score -647291.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -647309.750000 Penalty: 2751.075195
	Iteration 25Q: 3 clusters Score -647309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -647319.375000 Penalty: 2751.075195
	Iteration 26Q: 3 clusters Score -647319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -647325.750000 Penalty: 2751.075195
	Iteration 27Q: 3 clusters Score -647325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -647326.562500 Penalty: 2751.075195
	Iteration 28Q: 3 clusters Score -647326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -647330.437500 Penalty: 2751.075195
	Iteration 29Q: 3 clusters Score -647330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -647332.562500 Penalty: 2751.075195
	Iteration 30Q: 3 clusters Score -647332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -647332.750000 Penalty: 2751.075195
	Iteration 31Q: 3 clusters Score -647332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -647332.812500 Penalty: 2751.075195
	Iteration 32Q: 3 clusters Score -647332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -647334.625000 Penalty: 2751.075195
	Iteration 33Q: 3 clusters Score -647334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -647334.312500 Penalty: 2751.075195
	Iteration 34Q: 3 clusters Score -647334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -647334.312500 Penalty: 2751.075195
	Iteration 35F: 3 clusters Score -647334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -188405.656250 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -188405.7 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 743 members 
Entering Unmasked Estep 
Score: -186681.406250 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -186681.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187040.609375 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -187040.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187131.156250 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -187131.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187175.015625 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -187175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187197.031250 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -187197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187207.265625 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -187207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187211.750000 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -187211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187212.875000 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -187212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187213.828125 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -187213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187215.968750 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -187216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187220.343750 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -187220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187225.843750 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -187225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187232.765625 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -187232.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187239.000000 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -187239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187240.718750 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -187240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187243.968750 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -187244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187246.812500 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -187246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187248.718750 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -187248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187249.937500 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -187249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187251.062500 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -187251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187254.718750 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -187254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187256.187500 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -187256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187260.562500 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -187260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187263.078125 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -187263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187265.812500 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -187265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187270.500000 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -187270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187274.593750 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -187274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187278.750000 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -187278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -187283.015625 Penalty: 2366.450195
	Iteration 28Q: 3 clusters Score -187283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187286.156250 Penalty: 2366.450195
	Iteration 29Q: 3 clusters Score -187286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187288.750000 Penalty: 2366.450195
	Iteration 30Q: 3 clusters Score -187288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -187293.203125 Penalty: 2366.450195
	Iteration 31Q: 3 clusters Score -187293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187296.968750 Penalty: 2366.450195
	Iteration 32Q: 3 clusters Score -187297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187298.796875 Penalty: 2366.450195
	Iteration 33Q: 3 clusters Score -187298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187300.937500 Penalty: 2366.450195
	Iteration 34Q: 3 clusters Score -187300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187302.750000 Penalty: 2366.450195
	Iteration 35Q: 3 clusters Score -187302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187303.093750 Penalty: 2366.450195
	Iteration 36Q: 3 clusters Score -187303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187303.375000 Penalty: 2366.450195
	Iteration 37Q: 3 clusters Score -187303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187303.375000 Penalty: 2366.450195
	Iteration 38F: 3 clusters Score -187303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -433859.656250 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -433859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -430896.093750 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -430896.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -431738.562500 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -431738.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -432012.468750 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -432012.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -432227.593750 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -432227.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -432397.437500 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -432397.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -432531.562500 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -432531.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -432656.781250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -432656.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -432788.156250 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -432788.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -432908.125000 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -432908.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -433018.218750 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -433018.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -433130.250000 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -433130.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -433215.625000 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -433215.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -433259.000000 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -433259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -433278.593750 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -433278.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -433290.843750 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -433290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -433297.968750 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -433298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -433300.500000 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -433300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -433302.031250 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -433302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -433302.468750 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -433302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -433302.468750 Penalty: 2639.963623
	Iteration 19F: 3 clusters Score -433302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -252818.156250 Penalty: 1226.039917
	Iteration 0F: 2 clusters Score -252818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250814.453125 Penalty: 2452.079834
	Iteration 0F: 3 clusters Score -250814.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251266.359375 Penalty: 2452.079834
	Iteration 1F: 3 clusters Score -251266.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -251378.265625 Penalty: 2452.079834
	Iteration 2F: 3 clusters Score -251378.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -251448.750000 Penalty: 2452.079834
	Iteration 3Q: 3 clusters Score -251448.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251503.390625 Penalty: 2452.079834
	Iteration 4Q: 3 clusters Score -251503.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251535.984375 Penalty: 2452.079834
	Iteration 5Q: 3 clusters Score -251536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -251558.843750 Penalty: 2452.079834
	Iteration 6Q: 3 clusters Score -251558.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -251581.781250 Penalty: 2452.079834
	Iteration 7Q: 3 clusters Score -251581.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251597.640625 Penalty: 2452.079834
	Iteration 8Q: 3 clusters Score -251597.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251606.453125 Penalty: 2452.079834
	Iteration 9Q: 3 clusters Score -251606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -251613.562500 Penalty: 2452.079834
	Iteration 10Q: 3 clusters Score -251613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -251617.171875 Penalty: 2452.079834
	Iteration 11Q: 3 clusters Score -251617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -251618.687500 Penalty: 2452.079834
	Iteration 12Q: 3 clusters Score -251618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -251621.500000 Penalty: 2452.079834
	Iteration 13Q: 3 clusters Score -251621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -251624.953125 Penalty: 2452.079834
	Iteration 14Q: 3 clusters Score -251625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -251630.031250 Penalty: 2452.079834
	Iteration 15Q: 3 clusters Score -251630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -251632.703125 Penalty: 2452.079834
	Iteration 16Q: 3 clusters Score -251632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -251634.140625 Penalty: 2452.079834
	Iteration 17Q: 3 clusters Score -251634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -251635.750000 Penalty: 2452.079834
	Iteration 18Q: 3 clusters Score -251635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251637.375000 Penalty: 2452.079834
	Iteration 19Q: 3 clusters Score -251637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251637.375000 Penalty: 2452.079834
	Iteration 20F: 3 clusters Score -251637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -205656.031250 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -205656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203741.234375 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -203741.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204144.015625 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -204144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -204315.265625 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -204315.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204433.390625 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -204433.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -204542.796875 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -204542.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -204631.437500 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -204631.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -204723.515625 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -204723.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -204784.671875 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -204784.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204835.734375 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -204835.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -204893.750000 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -204893.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -204953.468750 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -204953.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -205002.546875 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -205002.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -205044.062500 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -205044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -205080.593750 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -205080.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -205123.671875 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -205123.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205173.531250 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -205173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -205200.187500 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -205200.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205231.421875 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -205231.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205257.171875 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -205257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -205276.531250 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -205276.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -205291.343750 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -205291.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -205304.937500 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -205304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -205313.953125 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -205314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -205317.578125 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -205317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205318.093750 Penalty: 2424.285156
	Iteration 24Q: 3 clusters Score -205318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205318.093750 Penalty: 2424.285156
	Iteration 25F: 3 clusters Score -205318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -15271.150391 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -15271.15 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 181 members 
Entering Unmasked Estep 
Score: -14382.647461 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -14382.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14562.326172 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -14562.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14698.903320 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -14698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14749.439453 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -14749.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14787.475586 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -14787.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14812.984375 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -14812.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14829.022461 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -14829.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14834.254883 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -14834.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14836.190430 Penalty: 1894.407349
	Iteration 8Q: 3 clusters Score -14836.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14836.190430 Penalty: 1894.407349
	Iteration 9F: 3 clusters Score -14836.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -162111.671875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -162111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160447.453125 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -160447.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160737.250000 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -160737.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160832.421875 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -160832.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160880.828125 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -160880.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160908.859375 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -160908.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160929.265625 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -160929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160940.281250 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -160940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160945.156250 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -160945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -160950.453125 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -160950.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160957.671875 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -160957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -160961.875000 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -160961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160965.406250 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -160965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160970.812500 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -160970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160973.187500 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -160973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160974.687500 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -160974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160974.937500 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -160974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160974.937500 Penalty: 2331.536377
	Iteration 16F: 3 clusters Score -160974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -2702508.750000 Penalty: 1617.012939
	Iteration 0F: 2 clusters Score -2702509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2688129.750000 Penalty: 3234.025879
	Iteration 0F: 3 clusters Score -2688130 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2693726.750000 Penalty: 3234.025879
	Iteration 1F: 3 clusters Score -2693727 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2694731.500000 Penalty: 3234.025879
	Iteration 2F: 3 clusters Score -2694732 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2695837.750000 Penalty: 3234.025879
	Iteration 3F: 3 clusters Score -2695838 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2696831.750000 Penalty: 3234.025879
	Iteration 4F: 3 clusters Score -2696832 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2697557.000000 Penalty: 3234.025879
	Iteration 5F: 3 clusters Score -2697557 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2698025.500000 Penalty: 3234.025879
	Iteration 6Q: 3 clusters Score -2698026 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2698288.000000 Penalty: 3234.025879
	Iteration 7Q: 3 clusters Score -2698288 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2698447.750000 Penalty: 3234.025879
	Iteration 8Q: 3 clusters Score -2698448 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2698553.500000 Penalty: 3234.025879
	Iteration 9Q: 3 clusters Score -2698554 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2698627.250000 Penalty: 3234.025879
	Iteration 10Q: 3 clusters Score -2698627 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2698678.750000 Penalty: 3234.025879
	Iteration 11Q: 3 clusters Score -2698679 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2698721.000000 Penalty: 3234.025879
	Iteration 12Q: 3 clusters Score -2698721 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2698746.500000 Penalty: 3234.025879
	Iteration 13Q: 3 clusters Score -2698746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2698791.500000 Penalty: 3234.025879
	Iteration 14Q: 3 clusters Score -2698792 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2698863.500000 Penalty: 3234.025879
	Iteration 15Q: 3 clusters Score -2698864 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2698957.000000 Penalty: 3234.025879
	Iteration 16Q: 3 clusters Score -2698957 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2699041.250000 Penalty: 3234.025879
	Iteration 17Q: 3 clusters Score -2699041 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2699122.500000 Penalty: 3234.025879
	Iteration 18Q: 3 clusters Score -2699122 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2699250.750000 Penalty: 3234.025879
	Iteration 19Q: 3 clusters Score -2699251 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2699384.000000 Penalty: 3234.025879
	Iteration 20F: 3 clusters Score -2699384 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2699508.750000 Penalty: 3234.025879
	Iteration 21Q: 3 clusters Score -2699509 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2699643.250000 Penalty: 3234.025879
	Iteration 22Q: 3 clusters Score -2699643 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2699745.250000 Penalty: 3234.025879
	Iteration 23Q: 3 clusters Score -2699745 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2699846.000000 Penalty: 3234.025879
	Iteration 24Q: 3 clusters Score -2699846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2699918.750000 Penalty: 3234.025879
	Iteration 25Q: 3 clusters Score -2699919 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2699983.500000 Penalty: 3234.025879
	Iteration 26Q: 3 clusters Score -2699984 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2700027.750000 Penalty: 3234.025879
	Iteration 27Q: 3 clusters Score -2700028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2700036.000000 Penalty: 3234.025879
	Iteration 28Q: 3 clusters Score -2700036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2700061.750000 Penalty: 3234.025879
	Iteration 29Q: 3 clusters Score -2700062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2700078.750000 Penalty: 3234.025879
	Iteration 30Q: 3 clusters Score -2700079 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2700094.750000 Penalty: 3234.025879
	Iteration 31Q: 3 clusters Score -2700095 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2700115.750000 Penalty: 3234.025879
	Iteration 32Q: 3 clusters Score -2700116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2700129.750000 Penalty: 3234.025879
	Iteration 33Q: 3 clusters Score -2700130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2700142.750000 Penalty: 3234.025879
	Iteration 34Q: 3 clusters Score -2700143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2700181.250000 Penalty: 3234.025879
	Iteration 35Q: 3 clusters Score -2700181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2700209.500000 Penalty: 3234.025879
	Iteration 36Q: 3 clusters Score -2700210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2700235.000000 Penalty: 3234.025879
	Iteration 37Q: 3 clusters Score -2700235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2700286.500000 Penalty: 3234.025879
	Iteration 38Q: 3 clusters Score -2700286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2700328.000000 Penalty: 3234.025879
	Iteration 39Q: 3 clusters Score -2700328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2700375.750000 Penalty: 3234.025879
	Iteration 40F: 3 clusters Score -2700376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2700445.000000 Penalty: 3234.025879
	Iteration 41Q: 3 clusters Score -2700445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2700503.750000 Penalty: 3234.025879
	Iteration 42Q: 3 clusters Score -2700504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2700535.250000 Penalty: 3234.025879
	Iteration 43Q: 3 clusters Score -2700535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2700589.500000 Penalty: 3234.025879
	Iteration 44Q: 3 clusters Score -2700590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2700631.250000 Penalty: 3234.025879
	Iteration 45Q: 3 clusters Score -2700631 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2700688.250000 Penalty: 3234.025879
	Iteration 46Q: 3 clusters Score -2700688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2700720.500000 Penalty: 3234.025879
	Iteration 47Q: 3 clusters Score -2700720 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2700775.000000 Penalty: 3234.025879
	Iteration 48Q: 3 clusters Score -2700775 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2700832.500000 Penalty: 3234.025879
	Iteration 49Q: 3 clusters Score -2700832 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2700860.750000 Penalty: 3234.025879
	Iteration 50Q: 3 clusters Score -2700861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2700885.750000 Penalty: 3234.025879
	Iteration 51Q: 3 clusters Score -2700886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2700908.500000 Penalty: 3234.025879
	Iteration 52Q: 3 clusters Score -2700908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2700928.500000 Penalty: 3234.025879
	Iteration 53Q: 3 clusters Score -2700928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2700938.750000 Penalty: 3234.025879
	Iteration 54Q: 3 clusters Score -2700939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2700954.500000 Penalty: 3234.025879
	Iteration 55Q: 3 clusters Score -2700954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2700975.500000 Penalty: 3234.025879
	Iteration 56Q: 3 clusters Score -2700976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2700995.250000 Penalty: 3234.025879
	Iteration 57Q: 3 clusters Score -2700995 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2701010.750000 Penalty: 3234.025879
	Iteration 58Q: 3 clusters Score -2701011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2701031.750000 Penalty: 3234.025879
	Iteration 59Q: 3 clusters Score -2701032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2701048.250000 Penalty: 3234.025879
	Iteration 60F: 3 clusters Score -2701048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2701061.250000 Penalty: 3234.025879
	Iteration 61Q: 3 clusters Score -2701061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2701066.250000 Penalty: 3234.025879
	Iteration 62Q: 3 clusters Score -2701066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2701079.500000 Penalty: 3234.025879
	Iteration 63Q: 3 clusters Score -2701080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2701097.500000 Penalty: 3234.025879
	Iteration 64Q: 3 clusters Score -2701098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2701111.500000 Penalty: 3234.025879
	Iteration 65Q: 3 clusters Score -2701112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2701121.750000 Penalty: 3234.025879
	Iteration 66Q: 3 clusters Score -2701122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2701140.750000 Penalty: 3234.025879
	Iteration 67Q: 3 clusters Score -2701141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2701151.000000 Penalty: 3234.025879
	Iteration 68Q: 3 clusters Score -2701151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2701160.000000 Penalty: 3234.025879
	Iteration 69Q: 3 clusters Score -2701160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2701184.250000 Penalty: 3234.025879
	Iteration 70Q: 3 clusters Score -2701184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2701204.250000 Penalty: 3234.025879
	Iteration 71Q: 3 clusters Score -2701204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2701232.750000 Penalty: 3234.025879
	Iteration 72Q: 3 clusters Score -2701233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2701262.750000 Penalty: 3234.025879
	Iteration 73Q: 3 clusters Score -2701263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2701296.750000 Penalty: 3234.025879
	Iteration 74Q: 3 clusters Score -2701297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2701311.250000 Penalty: 3234.025879
	Iteration 75Q: 3 clusters Score -2701311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2701344.750000 Penalty: 3234.025879
	Iteration 76Q: 3 clusters Score -2701345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2701366.000000 Penalty: 3234.025879
	Iteration 77Q: 3 clusters Score -2701366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2701399.000000 Penalty: 3234.025879
	Iteration 78Q: 3 clusters Score -2701399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2701420.000000 Penalty: 3234.025879
	Iteration 79Q: 3 clusters Score -2701420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2701441.750000 Penalty: 3234.025879
	Iteration 80F: 3 clusters Score -2701442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2701467.000000 Penalty: 3234.025879
	Iteration 81Q: 3 clusters Score -2701467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2701485.000000 Penalty: 3234.025879
	Iteration 82Q: 3 clusters Score -2701485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2701496.750000 Penalty: 3234.025879
	Iteration 83Q: 3 clusters Score -2701497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2701515.500000 Penalty: 3234.025879
	Iteration 84Q: 3 clusters Score -2701516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2701531.500000 Penalty: 3234.025879
	Iteration 85Q: 3 clusters Score -2701532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2701547.000000 Penalty: 3234.025879
	Iteration 86Q: 3 clusters Score -2701547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2701566.750000 Penalty: 3234.025879
	Iteration 87Q: 3 clusters Score -2701567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2701575.000000 Penalty: 3234.025879
	Iteration 88Q: 3 clusters Score -2701575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2701588.750000 Penalty: 3234.025879
	Iteration 89Q: 3 clusters Score -2701589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2701603.750000 Penalty: 3234.025879
	Iteration 90Q: 3 clusters Score -2701604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2701619.500000 Penalty: 3234.025879
	Iteration 91Q: 3 clusters Score -2701620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2701626.500000 Penalty: 3234.025879
	Iteration 92Q: 3 clusters Score -2701626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2701634.000000 Penalty: 3234.025879
	Iteration 93Q: 3 clusters Score -2701634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2701640.750000 Penalty: 3234.025879
	Iteration 94Q: 3 clusters Score -2701641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2701650.250000 Penalty: 3234.025879
	Iteration 95Q: 3 clusters Score -2701650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2701655.750000 Penalty: 3234.025879
	Iteration 96Q: 3 clusters Score -2701656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2701662.500000 Penalty: 3234.025879
	Iteration 97Q: 3 clusters Score -2701662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2701664.250000 Penalty: 3234.025879
	Iteration 98Q: 3 clusters Score -2701664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2701670.250000 Penalty: 3234.025879
	Iteration 99Q: 3 clusters Score -2701670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2701676.750000 Penalty: 3234.025879
	Iteration 100F: 3 clusters Score -2701677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2701681.750000 Penalty: 3234.025879
	Iteration 101Q: 3 clusters Score -2701682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2701695.750000 Penalty: 3234.025879
	Iteration 102Q: 3 clusters Score -2701696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2701709.250000 Penalty: 3234.025879
	Iteration 103Q: 3 clusters Score -2701709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2701718.250000 Penalty: 3234.025879
	Iteration 104Q: 3 clusters Score -2701718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2701722.250000 Penalty: 3234.025879
	Iteration 105Q: 3 clusters Score -2701722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2701724.500000 Penalty: 3234.025879
	Iteration 106Q: 3 clusters Score -2701724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2701730.000000 Penalty: 3234.025879
	Iteration 107Q: 3 clusters Score -2701730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2701735.250000 Penalty: 3234.025879
	Iteration 108Q: 3 clusters Score -2701735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2701747.500000 Penalty: 3234.025879
	Iteration 109Q: 3 clusters Score -2701748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2701757.000000 Penalty: 3234.025879
	Iteration 110Q: 3 clusters Score -2701757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2701769.750000 Penalty: 3234.025879
	Iteration 111Q: 3 clusters Score -2701770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2701769.000000 Penalty: 3234.025879
	Iteration 112Q: 3 clusters Score -2701769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2701775.000000 Penalty: 3234.025879
	Iteration 113Q: 3 clusters Score -2701775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2701778.000000 Penalty: 3234.025879
	Iteration 114Q: 3 clusters Score -2701778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2701777.500000 Penalty: 3234.025879
	Iteration 115Q: 3 clusters Score -2701778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2701778.000000 Penalty: 3234.025879
	Iteration 116Q: 3 clusters Score -2701778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2701777.500000 Penalty: 3234.025879
	Iteration 117Q: 3 clusters Score -2701778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2701779.500000 Penalty: 3234.025879
	Iteration 118Q: 3 clusters Score -2701780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2701783.000000 Penalty: 3234.025879
	Iteration 119Q: 3 clusters Score -2701783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2701785.000000 Penalty: 3234.025879
	Iteration 120F: 3 clusters Score -2701785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2701787.500000 Penalty: 3234.025879
	Iteration 121Q: 3 clusters Score -2701788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2701786.250000 Penalty: 3234.025879
	Iteration 122Q: 3 clusters Score -2701786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2701788.000000 Penalty: 3234.025879
	Iteration 123Q: 3 clusters Score -2701788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2701792.250000 Penalty: 3234.025879
	Iteration 124Q: 3 clusters Score -2701792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2701791.500000 Penalty: 3234.025879
	Iteration 125Q: 3 clusters Score -2701792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2701792.750000 Penalty: 3234.025879
	Iteration 126Q: 3 clusters Score -2701793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2701788.500000 Penalty: 3234.025879
	Iteration 127Q: 3 clusters Score -2701788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2701794.000000 Penalty: 3234.025879
	Iteration 128Q: 3 clusters Score -2701794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2701805.500000 Penalty: 3234.025879
	Iteration 129Q: 3 clusters Score -2701806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2701816.750000 Penalty: 3234.025879
	Iteration 130Q: 3 clusters Score -2701817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2701823.500000 Penalty: 3234.025879
	Iteration 131Q: 3 clusters Score -2701824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2701830.500000 Penalty: 3234.025879
	Iteration 132Q: 3 clusters Score -2701830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2701827.000000 Penalty: 3234.025879
	Iteration 133Q: 3 clusters Score -2701827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2701832.000000 Penalty: 3234.025879
	Iteration 134Q: 3 clusters Score -2701832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2701832.000000 Penalty: 3234.025879
	Iteration 135Q: 3 clusters Score -2701832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2701836.750000 Penalty: 3234.025879
	Iteration 136Q: 3 clusters Score -2701837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2701837.250000 Penalty: 3234.025879
	Iteration 137Q: 3 clusters Score -2701837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2701845.000000 Penalty: 3234.025879
	Iteration 138Q: 3 clusters Score -2701845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2701848.500000 Penalty: 3234.025879
	Iteration 139Q: 3 clusters Score -2701848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2701851.250000 Penalty: 3234.025879
	Iteration 140F: 3 clusters Score -2701851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2701851.500000 Penalty: 3234.025879
	Iteration 141Q: 3 clusters Score -2701852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2701852.250000 Penalty: 3234.025879
	Iteration 142Q: 3 clusters Score -2701852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2701852.750000 Penalty: 3234.025879
	Iteration 143Q: 3 clusters Score -2701853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2701853.750000 Penalty: 3234.025879
	Iteration 144Q: 3 clusters Score -2701854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2701859.500000 Penalty: 3234.025879
	Iteration 145Q: 3 clusters Score -2701860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2701859.500000 Penalty: 3234.025879
	Iteration 146Q: 3 clusters Score -2701860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2701857.250000 Penalty: 3234.025879
	Iteration 147Q: 3 clusters Score -2701857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2701864.750000 Penalty: 3234.025879
	Iteration 148Q: 3 clusters Score -2701865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2701860.750000 Penalty: 3234.025879
	Iteration 149Q: 3 clusters Score -2701861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2701863.000000 Penalty: 3234.025879
	Iteration 150Q: 3 clusters Score -2701863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2701861.250000 Penalty: 3234.025879
	Iteration 151Q: 3 clusters Score -2701861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2701861.250000 Penalty: 3234.025879
	Iteration 152F: 3 clusters Score -2701861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -1415308.875000 Penalty: 1508.643921
	Iteration 0F: 2 clusters Score -1415309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1407621.000000 Penalty: 3017.287842
	Iteration 0F: 3 clusters Score -1407621 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1410149.500000 Penalty: 3017.287842
	Iteration 1F: 3 clusters Score -1410150 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1410441.250000 Penalty: 3017.287842
	Iteration 2F: 3 clusters Score -1410441 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1410757.875000 Penalty: 3017.287842
	Iteration 3F: 3 clusters Score -1410758 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1411177.125000 Penalty: 3017.287842
	Iteration 4F: 3 clusters Score -1411177 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1411774.125000 Penalty: 3017.287842
	Iteration 5F: 3 clusters Score -1411774 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1412419.000000 Penalty: 3017.287842
	Iteration 6F: 3 clusters Score -1412419 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1412984.000000 Penalty: 3017.287842
	Iteration 7F: 3 clusters Score -1412984 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1413317.875000 Penalty: 3017.287842
	Iteration 8F: 3 clusters Score -1413318 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1413521.000000 Penalty: 3017.287842
	Iteration 9Q: 3 clusters Score -1413521 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1413671.125000 Penalty: 3017.287842
	Iteration 10Q: 3 clusters Score -1413671 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1413780.625000 Penalty: 3017.287842
	Iteration 11Q: 3 clusters Score -1413781 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1413848.125000 Penalty: 3017.287842
	Iteration 12Q: 3 clusters Score -1413848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1413907.375000 Penalty: 3017.287842
	Iteration 13Q: 3 clusters Score -1413907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1413960.625000 Penalty: 3017.287842
	Iteration 14Q: 3 clusters Score -1413961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1414024.375000 Penalty: 3017.287842
	Iteration 15Q: 3 clusters Score -1414024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1414079.250000 Penalty: 3017.287842
	Iteration 16Q: 3 clusters Score -1414079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1414141.000000 Penalty: 3017.287842
	Iteration 17Q: 3 clusters Score -1414141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1414196.000000 Penalty: 3017.287842
	Iteration 18Q: 3 clusters Score -1414196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1414231.250000 Penalty: 3017.287842
	Iteration 19Q: 3 clusters Score -1414231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1414257.625000 Penalty: 3017.287842
	Iteration 20F: 3 clusters Score -1414258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1414285.375000 Penalty: 3017.287842
	Iteration 21Q: 3 clusters Score -1414285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1414304.125000 Penalty: 3017.287842
	Iteration 22Q: 3 clusters Score -1414304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1414321.875000 Penalty: 3017.287842
	Iteration 23Q: 3 clusters Score -1414322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1414326.500000 Penalty: 3017.287842
	Iteration 24Q: 3 clusters Score -1414326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1414333.500000 Penalty: 3017.287842
	Iteration 25Q: 3 clusters Score -1414334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1414333.000000 Penalty: 3017.287842
	Iteration 26Q: 3 clusters Score -1414333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1414332.750000 Penalty: 3017.287842
	Iteration 27Q: 3 clusters Score -1414333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1414334.125000 Penalty: 3017.287842
	Iteration 28Q: 3 clusters Score -1414334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1414334.750000 Penalty: 3017.287842
	Iteration 29Q: 3 clusters Score -1414335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1414337.750000 Penalty: 3017.287842
	Iteration 30Q: 3 clusters Score -1414338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1414338.000000 Penalty: 3017.287842
	Iteration 31Q: 3 clusters Score -1414338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1414336.625000 Penalty: 3017.287842
	Iteration 32Q: 3 clusters Score -1414337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1414337.375000 Penalty: 3017.287842
	Iteration 33Q: 3 clusters Score -1414337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1414337.875000 Penalty: 3017.287842
	Iteration 34Q: 3 clusters Score -1414338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1414338.875000 Penalty: 3017.287842
	Iteration 35Q: 3 clusters Score -1414339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1414342.375000 Penalty: 3017.287842
	Iteration 36Q: 3 clusters Score -1414342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1414340.375000 Penalty: 3017.287842
	Iteration 37Q: 3 clusters Score -1414340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1414343.500000 Penalty: 3017.287842
	Iteration 38Q: 3 clusters Score -1414344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1414345.125000 Penalty: 3017.287842
	Iteration 39Q: 3 clusters Score -1414345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1414347.250000 Penalty: 3017.287842
	Iteration 40F: 3 clusters Score -1414347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1414347.750000 Penalty: 3017.287842
	Iteration 41Q: 3 clusters Score -1414348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1414347.500000 Penalty: 3017.287842
	Iteration 42Q: 3 clusters Score -1414348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1414347.500000 Penalty: 3017.287842
	Iteration 43Q: 3 clusters Score -1414348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1414347.500000 Penalty: 3017.287842
	Iteration 44F: 3 clusters Score -1414348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -197804.468750 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -197804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196050.625000 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -196050.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196397.343750 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -196397.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196481.406250 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -196481.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196533.375000 Penalty: 2375.928711
	Iteration 3Q: 3 clusters Score -196533.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196565.203125 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -196565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196582.750000 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -196582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -196592.078125 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -196592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -196600.453125 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -196600.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -196604.187500 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -196604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196607.359375 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -196607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196611.031250 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -196611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196613.765625 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -196613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196613.953125 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -196614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196614.546875 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -196614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196614.921875 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -196614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196615.140625 Penalty: 2375.928711
	Iteration 15Q: 3 clusters Score -196615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196616.437500 Penalty: 2375.928711
	Iteration 16Q: 3 clusters Score -196616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196617.171875 Penalty: 2375.928711
	Iteration 17Q: 3 clusters Score -196617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196617.578125 Penalty: 2375.928711
	Iteration 18Q: 3 clusters Score -196617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196617.578125 Penalty: 2375.928711
	Iteration 19F: 3 clusters Score -196617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20970 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993216.000000 Penalty: 147803.406250
Iteration 239Q: 70 clusters Score -6.899322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20971 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993216.000000 Penalty: 147803.406250
Iteration 240F: 70 clusters Score -6.899322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69674 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20972 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 241Q: 70 clusters Score -6.899323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73306 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69675 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4745 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20973 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 242Q: 70 clusters Score -6.899322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73303 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69680 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4744 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20972 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 243Q: 70 clusters Score -6.899324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73298 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69686 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4743 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20972 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 244Q: 70 clusters Score -6.899322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73294 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69690 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4742 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20973 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 245Q: 70 clusters Score -6.899324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73290 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69700 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4735 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20973 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 246Q: 70 clusters Score -6.899325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73287 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10265 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69710 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4729 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20972 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 247Q: 70 clusters Score -6.899324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73284 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10265 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69717 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3244 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4728 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20967 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 248Q: 70 clusters Score -6.899323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69717 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3246 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4725 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20962 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 249Q: 70 clusters Score -6.899324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73296 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10266 members 
Mstep: Class 26 contains 34945 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74051 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69712 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3247 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4724 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20960 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993264.000000 Penalty: 147803.406250
Iteration 250Q: 70 clusters Score -6.899326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73303 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34946 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74050 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69712 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3246 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4723 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20954 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 251Q: 70 clusters Score -6.899325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73311 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34945 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74050 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20672 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69703 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3247 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4723 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1891 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20953 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993288.000000 Penalty: 147803.406250
Iteration 252Q: 70 clusters Score -6.899329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34945 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74049 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 329 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20673 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69703 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3247 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4720 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1892 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20949 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993288.000000 Penalty: 147803.406250
Iteration 253Q: 70 clusters Score -6.899329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73320 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 968 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34942 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74048 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20674 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69703 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3247 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4720 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1895 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993296.000000 Penalty: 147803.406250
Iteration 254Q: 70 clusters Score -6.89933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34942 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74046 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20676 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69706 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3247 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4719 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993296.000000 Penalty: 147803.406250
Iteration 255Q: 70 clusters Score -6.89933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73316 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5330 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14600 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34940 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74046 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20676 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69711 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4716 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993288.000000 Penalty: 147803.406250
Iteration 256Q: 70 clusters Score -6.899329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73311 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14600 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34942 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74044 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20677 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69719 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4712 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10763 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993296.000000 Penalty: 147803.406250
Iteration 257Q: 70 clusters Score -6.89933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73312 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34942 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74042 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69724 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4707 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10764 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993264.000000 Penalty: 147803.406250
Iteration 258Q: 70 clusters Score -6.899326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73310 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34944 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74040 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69733 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4701 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20942 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 259Q: 70 clusters Score -6.899323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73303 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34946 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74038 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69739 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4699 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 260F: 70 clusters Score -6.899326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73302 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10272 members 
Mstep: Class 26 contains 34946 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74038 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69740 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4698 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 261Q: 70 clusters Score -6.899325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73308 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10271 members 
Mstep: Class 26 contains 34948 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74038 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69736 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4696 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20942 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 262Q: 70 clusters Score -6.899324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73310 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69733 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 263Q: 70 clusters Score -6.899323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73312 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69734 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4690 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20948 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993216.000000 Penalty: 147803.406250
Iteration 264Q: 70 clusters Score -6.899322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73316 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69734 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4688 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 265Q: 70 clusters Score -6.899325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73318 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69734 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4684 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 266Q: 70 clusters Score -6.899323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69738 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4682 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993264.000000 Penalty: 147803.406250
Iteration 267Q: 70 clusters Score -6.899326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73318 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69740 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4679 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 268Q: 70 clusters Score -6.899322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69743 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4672 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 269Q: 70 clusters Score -6.899322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69746 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4669 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 270Q: 70 clusters Score -6.899324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69750 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 271Q: 70 clusters Score -6.899324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73325 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69748 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4662 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 272Q: 70 clusters Score -6.899326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73328 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69748 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4660 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 273Q: 70 clusters Score -6.899323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73327 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69750 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4660 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 274Q: 70 clusters Score -6.899326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73332 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69748 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4658 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 275Q: 70 clusters Score -6.899325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69750 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4655 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993272.000000 Penalty: 147803.406250
Iteration 276Q: 70 clusters Score -6.899327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73336 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69749 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4653 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 277Q: 70 clusters Score -6.899325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73336 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69751 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4651 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 278Q: 70 clusters Score -6.899324e+07 nChanged 15
Entering ConstructFrom: 
Score: -68993240.000000 Penalty: 147803.406250
Entering ConstructFrom: 
Trying to split cluster 1 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -58440.527344 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -58440.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57374.699219 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -57374.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57738.097656 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -57738.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57951.937500 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -57951.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58039.964844 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -58039.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58104.390625 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -58104.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58140.179688 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -58140.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58153.675781 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -58153.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58170.144531 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -58170.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58189.289062 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -58189.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58197.316406 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -58197.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58200.613281 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -58200.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58203.441406 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -58203.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58205.312500 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -58205.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58205.312500 Penalty: 2064.604492
	Iteration 13F: 3 clusters Score -58205.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -144760.281250 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -144760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143366.062500 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -143366.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144061.781250 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -144061.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144333.109375 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -144333.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -144429.984375 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -144430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144522.859375 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -144522.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144568.921875 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -144568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144600.343750 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -144600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144610.062500 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -144610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144616.546875 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -144616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144620.187500 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -144620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -144621.640625 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -144621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -144631.000000 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -144631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144638.234375 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -144638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144646.312500 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -144646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144657.015625 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -144657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -144662.187500 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -144662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -144663.265625 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -144663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -144664.171875 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -144664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144664.250000 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -144664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144664.250000 Penalty: 2288.458740
	Iteration 19F: 3 clusters Score -144664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -420240.062500 Penalty: 1316.424072
	Iteration 0F: 2 clusters Score -420240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -417339.281250 Penalty: 2632.848145
	Iteration 0F: 3 clusters Score -417339.3 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -418278.906250 Penalty: 2632.848145
	Iteration 1F: 3 clusters Score -418278.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -418889.343750 Penalty: 2632.848145
	Iteration 2F: 3 clusters Score -418889.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -419440.062500 Penalty: 2632.848145
	Iteration 3F: 3 clusters Score -419440.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -419761.031250 Penalty: 2632.848145
	Iteration 4F: 3 clusters Score -419761 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419965.406250 Penalty: 2632.848145
	Iteration 5F: 3 clusters Score -419965.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -420104.625000 Penalty: 2632.848145
	Iteration 6Q: 3 clusters Score -420104.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -420204.968750 Penalty: 2632.848145
	Iteration 7Q: 3 clusters Score -420205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -420260.156250 Penalty: 2632.848145
	Iteration 8Q: 3 clusters Score -420260.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -420290.093750 Penalty: 2632.848145
	Iteration 9Q: 3 clusters Score -420290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -420310.031250 Penalty: 2632.848145
	Iteration 10Q: 3 clusters Score -420310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -420325.218750 Penalty: 2632.848145
	Iteration 11Q: 3 clusters Score -420325.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -420352.406250 Penalty: 2632.848145
	Iteration 12Q: 3 clusters Score -420352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -420384.781250 Penalty: 2632.848145
	Iteration 13Q: 3 clusters Score -420384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -420390.625000 Penalty: 2632.848145
	Iteration 14Q: 3 clusters Score -420390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -420393.343750 Penalty: 2632.848145
	Iteration 15Q: 3 clusters Score -420393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -420393.375000 Penalty: 2632.848145
	Iteration 16Q: 3 clusters Score -420393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420393.843750 Penalty: 2632.848145
	Iteration 17Q: 3 clusters Score -420393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -420394.250000 Penalty: 2632.848145
	Iteration 18Q: 3 clusters Score -420394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -420396.187500 Penalty: 2632.848145
	Iteration 19Q: 3 clusters Score -420396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -420398.593750 Penalty: 2632.848145
	Iteration 20F: 3 clusters Score -420398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -420402.218750 Penalty: 2632.848145
	Iteration 21Q: 3 clusters Score -420402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -420403.750000 Penalty: 2632.848145
	Iteration 22Q: 3 clusters Score -420403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -420403.750000 Penalty: 2632.848145
	Iteration 23F: 3 clusters Score -420403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69755 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2106 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992656.000000 Penalty: 149945.484375
Splitting cluster 3 changes total score from -68993240.000000 to -68992656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -565733.250000 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -565733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -562189.875000 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -562189.9 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -563189.375000 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -563189.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -563371.562500 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -563371.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -563488.000000 Penalty: 2727.427002
	Iteration 3Q: 3 clusters Score -563488 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -563592.812500 Penalty: 2727.427002
	Iteration 4Q: 3 clusters Score -563592.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -563706.875000 Penalty: 2727.427002
	Iteration 5Q: 3 clusters Score -563706.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -563811.562500 Penalty: 2727.427002
	Iteration 6Q: 3 clusters Score -563811.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -563928.375000 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -563928.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -564050.250000 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -564050.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -564161.375000 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -564161.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -564251.312500 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -564251.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -564321.500000 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -564321.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -564376.125000 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -564376.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -564422.125000 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -564422.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -564463.187500 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -564463.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -564498.187500 Penalty: 2727.427002
	Iteration 15Q: 3 clusters Score -564498.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -564517.062500 Penalty: 2727.427002
	Iteration 16Q: 3 clusters Score -564517.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -564531.312500 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -564531.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -564544.125000 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -564544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -564558.750000 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -564558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -564571.062500 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -564571.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -564581.375000 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -564581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -564590.312500 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -564590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -564596.687500 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -564596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -564601.500000 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -564601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -564602.812500 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -564602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -564608.187500 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -564608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -564612.562500 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -564612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -564617.437500 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -564617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -564620.187500 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -564620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -564627.250000 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -564627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -564631.937500 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -564631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -564634.250000 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -564634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -564636.687500 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -564636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -564638.937500 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -564638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -564645.000000 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -564645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -564647.312500 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -564647.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -564649.000000 Penalty: 2727.427002
	Iteration 37Q: 3 clusters Score -564649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -564650.125000 Penalty: 2727.427002
	Iteration 38Q: 3 clusters Score -564650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -564650.062500 Penalty: 2727.427002
	Iteration 39Q: 3 clusters Score -564650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -564650.062500 Penalty: 2727.427002
	Iteration 40F: 3 clusters Score -564650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -153247.015625 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -153247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151686.796875 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151686.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151945.015625 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152024.968750 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -152025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152064.078125 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -152064.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152088.031250 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -152088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152102.609375 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -152102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152113.125000 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -152113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152119.484375 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -152119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152124.312500 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -152124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152130.625000 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -152130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152138.812500 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -152138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152144.890625 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -152144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152150.171875 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -152150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152157.078125 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -152157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152160.375000 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -152160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152160.796875 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -152160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152160.796875 Penalty: 2294.096436
	Iteration 16F: 3 clusters Score -152160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -35192.738281 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -35192.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34327.007812 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -34327.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34456.960938 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -34456.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34485.128906 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -34485.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34491.878906 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -34491.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34498.496094 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -34498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34510.128906 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -34510.13 nChanged 5
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: -34515.488281 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -34515.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34527.574219 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -34527.57 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: -34545.531250 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -34545.53 nChanged 4
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: -34557.457031 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -34557.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34568.453125 Penalty: 1895.361816
	Iteration 10Q: 3 clusters Score -34568.45 nChanged 3
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: -34572.039062 Penalty: 1895.361816
	Iteration 11Q: 3 clusters Score -34572.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34574.128906 Penalty: 1895.361816
	Iteration 12Q: 3 clusters Score -34574.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34580.156250 Penalty: 1895.361816
	Iteration 13Q: 3 clusters Score -34580.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34588.699219 Penalty: 1895.361816
	Iteration 14Q: 3 clusters Score -34588.7 nChanged 4
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: -34594.511719 Penalty: 1895.361816
	Iteration 15Q: 3 clusters Score -34594.51 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: -34596.792969 Penalty: 1895.361816
	Iteration 16Q: 3 clusters Score -34596.79 nChanged 0
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: -34596.792969 Penalty: 1895.361816
	Iteration 17F: 3 clusters Score -34596.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Entering Unmasked Estep 
Score: -6435768.500000 Penalty: 1753.086792
	Iteration 0F: 2 clusters Score -6435768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6403324.000000 Penalty: 3506.173584
	Iteration 0F: 3 clusters Score -6403324 nChanged 22772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6416549.500000 Penalty: 3506.173584
	Iteration 1F: 3 clusters Score -6416550 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -6417709.000000 Penalty: 3506.173584
	Iteration 2F: 3 clusters Score -6417709 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6419544.500000 Penalty: 3506.173584
	Iteration 3F: 3 clusters Score -6419544 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6422294.500000 Penalty: 3506.173584
	Iteration 4F: 3 clusters Score -6422294 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -6425732.500000 Penalty: 3506.173584
	Iteration 5F: 3 clusters Score -6425732 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -6429071.500000 Penalty: 3506.173584
	Iteration 6F: 3 clusters Score -6429072 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6431638.500000 Penalty: 3506.173584
	Iteration 7F: 3 clusters Score -6431638 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6433070.500000 Penalty: 3506.173584
	Iteration 8Q: 3 clusters Score -6433070 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6433707.500000 Penalty: 3506.173584
	Iteration 9Q: 3 clusters Score -6433708 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6433984.000000 Penalty: 3506.173584
	Iteration 10Q: 3 clusters Score -6433984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6434097.500000 Penalty: 3506.173584
	Iteration 11Q: 3 clusters Score -6434098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6434162.500000 Penalty: 3506.173584
	Iteration 12Q: 3 clusters Score -6434162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6434218.500000 Penalty: 3506.173584
	Iteration 13Q: 3 clusters Score -6434218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6434248.000000 Penalty: 3506.173584
	Iteration 14Q: 3 clusters Score -6434248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6434262.500000 Penalty: 3506.173584
	Iteration 15Q: 3 clusters Score -6434262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6434262.500000 Penalty: 3506.173584
	Iteration 16Q: 3 clusters Score -6434262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6434268.000000 Penalty: 3506.173584
	Iteration 17Q: 3 clusters Score -6434268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6434268.000000 Penalty: 3506.173584
	Iteration 18Q: 3 clusters Score -6434268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6434288.000000 Penalty: 3506.173584
	Iteration 19Q: 3 clusters Score -6434288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6434298.500000 Penalty: 3506.173584
	Iteration 20F: 3 clusters Score -6434298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6434303.000000 Penalty: 3506.173584
	Iteration 21Q: 3 clusters Score -6434303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6434313.500000 Penalty: 3506.173584
	Iteration 22Q: 3 clusters Score -6434314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6434317.000000 Penalty: 3506.173584
	Iteration 23Q: 3 clusters Score -6434317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6434323.500000 Penalty: 3506.173584
	Iteration 24Q: 3 clusters Score -6434324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6434322.000000 Penalty: 3506.173584
	Iteration 25Q: 3 clusters Score -6434322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6434322.000000 Penalty: 3506.173584
	Iteration 26Q: 3 clusters Score -6434322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6434329.000000 Penalty: 3506.173584
	Iteration 27Q: 3 clusters Score -6434329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6434326.000000 Penalty: 3506.173584
	Iteration 28Q: 3 clusters Score -6434326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6434326.500000 Penalty: 3506.173584
	Iteration 29Q: 3 clusters Score -6434326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6434326.500000 Penalty: 3506.173584
	Iteration 30F: 3 clusters Score -6434326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -358122.781250 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -358122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -355595.187500 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -355595.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -356235.875000 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -356235.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -356369.687500 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -356369.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -356451.781250 Penalty: 2571.299561
	Iteration 3F: 3 clusters Score -356451.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -356517.812500 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -356517.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356563.781250 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -356563.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -356599.500000 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -356599.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -356633.312500 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -356633.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -356658.093750 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -356658.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -356676.843750 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -356676.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -356695.437500 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -356695.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -356714.937500 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -356714.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -356743.906250 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -356743.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -356773.718750 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -356773.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -356803.093750 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -356803.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -356823.687500 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -356823.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -356838.218750 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -356838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356850.937500 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -356850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -356857.875000 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -356857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -356869.781250 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -356869.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -356886.875000 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -356886.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -356906.812500 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -356906.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -356927.281250 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -356927.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -356940.593750 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -356940.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -356957.187500 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -356957.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -356970.125000 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -356970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -356976.218750 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -356976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -356981.625000 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -356981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -356989.781250 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -356989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -356997.250000 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -356997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -357003.187500 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -357003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -357008.625000 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -357008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -357018.937500 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -357018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -357026.000000 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -357026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -357033.218750 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -357033.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -357041.281250 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -357041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -357050.062500 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -357050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -357056.843750 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -357056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -357060.093750 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -357060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -357061.031250 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -357061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -357062.406250 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -357062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -357064.000000 Penalty: 2571.299561
	Iteration 41Q: 3 clusters Score -357064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -357064.750000 Penalty: 2571.299561
	Iteration 42Q: 3 clusters Score -357064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -357066.468750 Penalty: 2571.299561
	Iteration 43Q: 3 clusters Score -357066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -357069.187500 Penalty: 2571.299561
	Iteration 44Q: 3 clusters Score -357069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -357071.906250 Penalty: 2571.299561
	Iteration 45Q: 3 clusters Score -357071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -357074.562500 Penalty: 2571.299561
	Iteration 46Q: 3 clusters Score -357074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -357078.281250 Penalty: 2571.299561
	Iteration 47Q: 3 clusters Score -357078.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -357082.750000 Penalty: 2571.299561
	Iteration 48Q: 3 clusters Score -357082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -357090.687500 Penalty: 2571.299561
	Iteration 49Q: 3 clusters Score -357090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -357093.843750 Penalty: 2571.299561
	Iteration 50Q: 3 clusters Score -357093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -357095.281250 Penalty: 2571.299561
	Iteration 51Q: 3 clusters Score -357095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -357095.281250 Penalty: 2571.299561
	Iteration 52F: 3 clusters Score -357095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -243031.859375 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -243031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -241000.609375 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -241000.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241491.140625 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -241491.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241641.250000 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -241641.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -241735.000000 Penalty: 2442.664062
	Iteration 3F: 3 clusters Score -241735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -241795.968750 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -241796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -241840.765625 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -241840.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -241873.765625 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -241873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241894.718750 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -241894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -241909.812500 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -241909.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -241932.203125 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -241932.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -241951.406250 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -241951.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -241974.984375 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -241975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -241993.562500 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -241993.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -242013.015625 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -242013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -242031.640625 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -242031.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -242048.906250 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -242048.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -242060.625000 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -242060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242064.125000 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -242064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242064.656250 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -242064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242064.656250 Penalty: 2442.664062
	Iteration 19F: 3 clusters Score -242064.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -248091.218750 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -248091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -246064.796875 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -246064.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -246484.656250 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -246484.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246582.125000 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -246582.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -246630.234375 Penalty: 2460.729004
	Iteration 3Q: 3 clusters Score -246630.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -246667.687500 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -246667.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -246699.921875 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -246699.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -246725.171875 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -246725.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -246743.546875 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -246743.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -246755.140625 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -246755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -246768.781250 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -246768.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -246776.921875 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -246776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -246783.859375 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -246783.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -246791.468750 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -246791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -246795.500000 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -246795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246797.921875 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -246797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246800.828125 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -246800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -246802.046875 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -246802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -246803.343750 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -246803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -246805.406250 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -246805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246806.953125 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -246807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -246809.781250 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -246809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246813.781250 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -246813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246815.093750 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -246815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -246818.250000 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -246818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246822.906250 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -246822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -246830.250000 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -246830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246835.843750 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -246835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246837.062500 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -246837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246839.312500 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -246839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -246841.843750 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -246841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -246844.515625 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -246844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -246845.953125 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -246846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -246847.734375 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -246847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -246850.203125 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -246850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -246851.843750 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -246851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246854.796875 Penalty: 2460.729004
	Iteration 35Q: 3 clusters Score -246854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -246857.484375 Penalty: 2460.729004
	Iteration 36Q: 3 clusters Score -246857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -246860.343750 Penalty: 2460.729004
	Iteration 37Q: 3 clusters Score -246860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -246863.453125 Penalty: 2460.729004
	Iteration 38Q: 3 clusters Score -246863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -246865.421875 Penalty: 2460.729004
	Iteration 39Q: 3 clusters Score -246865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -246867.953125 Penalty: 2460.729004
	Iteration 40F: 3 clusters Score -246868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -246870.421875 Penalty: 2460.729004
	Iteration 41Q: 3 clusters Score -246870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -246872.500000 Penalty: 2460.729004
	Iteration 42Q: 3 clusters Score -246872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -246876.328125 Penalty: 2460.729004
	Iteration 43Q: 3 clusters Score -246876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -246880.796875 Penalty: 2460.729004
	Iteration 44Q: 3 clusters Score -246880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -246884.140625 Penalty: 2460.729004
	Iteration 45Q: 3 clusters Score -246884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -246886.296875 Penalty: 2460.729004
	Iteration 46Q: 3 clusters Score -246886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -246889.203125 Penalty: 2460.729004
	Iteration 47Q: 3 clusters Score -246889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -246892.296875 Penalty: 2460.729004
	Iteration 48Q: 3 clusters Score -246892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -246893.765625 Penalty: 2460.729004
	Iteration 49Q: 3 clusters Score -246893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -246895.109375 Penalty: 2460.729004
	Iteration 50Q: 3 clusters Score -246895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -246897.859375 Penalty: 2460.729004
	Iteration 51Q: 3 clusters Score -246897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -246901.343750 Penalty: 2460.729004
	Iteration 52Q: 3 clusters Score -246901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -246902.734375 Penalty: 2460.729004
	Iteration 53Q: 3 clusters Score -246902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -246904.437500 Penalty: 2460.729004
	Iteration 54Q: 3 clusters Score -246904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -246905.421875 Penalty: 2460.729004
	Iteration 55Q: 3 clusters Score -246905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -246905.890625 Penalty: 2460.729004
	Iteration 56Q: 3 clusters Score -246905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -246906.437500 Penalty: 2460.729004
	Iteration 57Q: 3 clusters Score -246906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -246906.359375 Penalty: 2460.729004
	Iteration 58Q: 3 clusters Score -246906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -246907.015625 Penalty: 2460.729004
	Iteration 59Q: 3 clusters Score -246907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -246907.015625 Penalty: 2460.729004
	Iteration 60F: 3 clusters Score -246907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -731959.625000 Penalty: 1407.375854
	Iteration 0F: 2 clusters Score -731959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -727470.000000 Penalty: 2814.751709
	Iteration 0F: 3 clusters Score -727470 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -729046.375000 Penalty: 2814.751709
	Iteration 1F: 3 clusters Score -729046.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -729449.750000 Penalty: 2814.751709
	Iteration 2F: 3 clusters Score -729449.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -729797.750000 Penalty: 2814.751709
	Iteration 3F: 3 clusters Score -729797.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -730022.375000 Penalty: 2814.751709
	Iteration 4F: 3 clusters Score -730022.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -730203.625000 Penalty: 2814.751709
	Iteration 5Q: 3 clusters Score -730203.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -730337.562500 Penalty: 2814.751709
	Iteration 6Q: 3 clusters Score -730337.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -730416.437500 Penalty: 2814.751709
	Iteration 7Q: 3 clusters Score -730416.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -730467.437500 Penalty: 2814.751709
	Iteration 8Q: 3 clusters Score -730467.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -730501.750000 Penalty: 2814.751709
	Iteration 9Q: 3 clusters Score -730501.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -730529.625000 Penalty: 2814.751709
	Iteration 10Q: 3 clusters Score -730529.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -730554.250000 Penalty: 2814.751709
	Iteration 11Q: 3 clusters Score -730554.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -730586.562500 Penalty: 2814.751709
	Iteration 12Q: 3 clusters Score -730586.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -730618.750000 Penalty: 2814.751709
	Iteration 13Q: 3 clusters Score -730618.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -730666.625000 Penalty: 2814.751709
	Iteration 14Q: 3 clusters Score -730666.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -730723.375000 Penalty: 2814.751709
	Iteration 15Q: 3 clusters Score -730723.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -730784.187500 Penalty: 2814.751709
	Iteration 16Q: 3 clusters Score -730784.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -730848.062500 Penalty: 2814.751709
	Iteration 17Q: 3 clusters Score -730848.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -730911.562500 Penalty: 2814.751709
	Iteration 18Q: 3 clusters Score -730911.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -730972.625000 Penalty: 2814.751709
	Iteration 19Q: 3 clusters Score -730972.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -731012.562500 Penalty: 2814.751709
	Iteration 20F: 3 clusters Score -731012.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -731035.562500 Penalty: 2814.751709
	Iteration 21Q: 3 clusters Score -731035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -731049.812500 Penalty: 2814.751709
	Iteration 22Q: 3 clusters Score -731049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -731068.062500 Penalty: 2814.751709
	Iteration 23Q: 3 clusters Score -731068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -731080.875000 Penalty: 2814.751709
	Iteration 24Q: 3 clusters Score -731080.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -731093.437500 Penalty: 2814.751709
	Iteration 25Q: 3 clusters Score -731093.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -731103.125000 Penalty: 2814.751709
	Iteration 26Q: 3 clusters Score -731103.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -731110.500000 Penalty: 2814.751709
	Iteration 27Q: 3 clusters Score -731110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -731112.125000 Penalty: 2814.751709
	Iteration 28Q: 3 clusters Score -731112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -731116.375000 Penalty: 2814.751709
	Iteration 29Q: 3 clusters Score -731116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -731121.937500 Penalty: 2814.751709
	Iteration 30Q: 3 clusters Score -731121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -731125.937500 Penalty: 2814.751709
	Iteration 31Q: 3 clusters Score -731125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -731129.062500 Penalty: 2814.751709
	Iteration 32Q: 3 clusters Score -731129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -731133.500000 Penalty: 2814.751709
	Iteration 33Q: 3 clusters Score -731133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -731133.312500 Penalty: 2814.751709
	Iteration 34Q: 3 clusters Score -731133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -731136.437500 Penalty: 2814.751709
	Iteration 35Q: 3 clusters Score -731136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -731137.750000 Penalty: 2814.751709
	Iteration 36Q: 3 clusters Score -731137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -731140.125000 Penalty: 2814.751709
	Iteration 37Q: 3 clusters Score -731140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -731140.125000 Penalty: 2814.751709
	Iteration 38Q: 3 clusters Score -731140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -731141.062500 Penalty: 2814.751709
	Iteration 39Q: 3 clusters Score -731141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -731143.125000 Penalty: 2814.751709
	Iteration 40F: 3 clusters Score -731143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -731145.500000 Penalty: 2814.751709
	Iteration 41Q: 3 clusters Score -731145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -731147.500000 Penalty: 2814.751709
	Iteration 42Q: 3 clusters Score -731147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731149.187500 Penalty: 2814.751709
	Iteration 43Q: 3 clusters Score -731149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -731150.437500 Penalty: 2814.751709
	Iteration 44Q: 3 clusters Score -731150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -731151.812500 Penalty: 2814.751709
	Iteration 45Q: 3 clusters Score -731151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -731153.062500 Penalty: 2814.751709
	Iteration 46Q: 3 clusters Score -731153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -731153.187500 Penalty: 2814.751709
	Iteration 47Q: 3 clusters Score -731153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -731156.125000 Penalty: 2814.751709
	Iteration 48Q: 3 clusters Score -731156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -731158.375000 Penalty: 2814.751709
	Iteration 49Q: 3 clusters Score -731158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -731162.375000 Penalty: 2814.751709
	Iteration 50Q: 3 clusters Score -731162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -731165.875000 Penalty: 2814.751709
	Iteration 51Q: 3 clusters Score -731165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -731170.375000 Penalty: 2814.751709
	Iteration 52Q: 3 clusters Score -731170.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -731178.625000 Penalty: 2814.751709
	Iteration 53Q: 3 clusters Score -731178.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -731188.187500 Penalty: 2814.751709
	Iteration 54Q: 3 clusters Score -731188.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -731195.000000 Penalty: 2814.751709
	Iteration 55Q: 3 clusters Score -731195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -731209.000000 Penalty: 2814.751709
	Iteration 56Q: 3 clusters Score -731209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -731219.812500 Penalty: 2814.751709
	Iteration 57Q: 3 clusters Score -731219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -731238.187500 Penalty: 2814.751709
	Iteration 58Q: 3 clusters Score -731238.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -731252.625000 Penalty: 2814.751709
	Iteration 59Q: 3 clusters Score -731252.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -731263.937500 Penalty: 2814.751709
	Iteration 60F: 3 clusters Score -731263.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -731273.437500 Penalty: 2814.751709
	Iteration 61Q: 3 clusters Score -731273.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -731283.687500 Penalty: 2814.751709
	Iteration 62Q: 3 clusters Score -731283.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -731292.937500 Penalty: 2814.751709
	Iteration 63Q: 3 clusters Score -731292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -731297.062500 Penalty: 2814.751709
	Iteration 64Q: 3 clusters Score -731297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -731299.437500 Penalty: 2814.751709
	Iteration 65Q: 3 clusters Score -731299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -731301.375000 Penalty: 2814.751709
	Iteration 66Q: 3 clusters Score -731301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -731306.062500 Penalty: 2814.751709
	Iteration 67Q: 3 clusters Score -731306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -731307.625000 Penalty: 2814.751709
	Iteration 68Q: 3 clusters Score -731307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -731309.750000 Penalty: 2814.751709
	Iteration 69Q: 3 clusters Score -731309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -731309.437500 Penalty: 2814.751709
	Iteration 70Q: 3 clusters Score -731309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -731311.937500 Penalty: 2814.751709
	Iteration 71Q: 3 clusters Score -731311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -731310.125000 Penalty: 2814.751709
	Iteration 72Q: 3 clusters Score -731310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -731310.062500 Penalty: 2814.751709
	Iteration 73Q: 3 clusters Score -731310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -731312.000000 Penalty: 2814.751709
	Iteration 74Q: 3 clusters Score -731312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -731312.000000 Penalty: 2814.751709
	Iteration 75F: 3 clusters Score -731312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -605838.687500 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -605838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -602659.250000 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -602659.2 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -603464.812500 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -603464.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -603606.812500 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -603606.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -603693.250000 Penalty: 2675.370117
	Iteration 3Q: 3 clusters Score -603693.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -603757.687500 Penalty: 2675.370117
	Iteration 4Q: 3 clusters Score -603757.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -603795.375000 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -603795.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -603836.500000 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -603836.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -603869.562500 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -603869.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -603893.250000 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -603893.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -603918.625000 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -603918.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -603951.875000 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -603951.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -603977.250000 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -603977.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -604000.812500 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -604000.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -604022.500000 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -604022.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -604040.000000 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -604040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -604081.062500 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -604081.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -604143.875000 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -604143.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -604225.500000 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -604225.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -604319.062500 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -604319.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -604419.625000 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -604419.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -604499.812500 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -604499.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -604576.812500 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -604576.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -604664.562500 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -604664.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -604781.375000 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -604781.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -604940.187500 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -604940.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -605074.750000 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -605074.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -605186.687500 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -605186.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -605259.812500 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -605259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -605317.500000 Penalty: 2675.370117
	Iteration 28Q: 3 clusters Score -605317.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -605365.625000 Penalty: 2675.370117
	Iteration 29Q: 3 clusters Score -605365.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -605411.562500 Penalty: 2675.370117
	Iteration 30Q: 3 clusters Score -605411.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -605449.562500 Penalty: 2675.370117
	Iteration 31Q: 3 clusters Score -605449.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -605466.937500 Penalty: 2675.370117
	Iteration 32Q: 3 clusters Score -605466.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -605478.687500 Penalty: 2675.370117
	Iteration 33Q: 3 clusters Score -605478.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -605489.000000 Penalty: 2675.370117
	Iteration 34Q: 3 clusters Score -605489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -605495.125000 Penalty: 2675.370117
	Iteration 35Q: 3 clusters Score -605495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -605502.625000 Penalty: 2675.370117
	Iteration 36Q: 3 clusters Score -605502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -605508.750000 Penalty: 2675.370117
	Iteration 37Q: 3 clusters Score -605508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -605514.187500 Penalty: 2675.370117
	Iteration 38Q: 3 clusters Score -605514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -605516.312500 Penalty: 2675.370117
	Iteration 39Q: 3 clusters Score -605516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -605518.375000 Penalty: 2675.370117
	Iteration 40F: 3 clusters Score -605518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -605519.187500 Penalty: 2675.370117
	Iteration 41Q: 3 clusters Score -605519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -605520.625000 Penalty: 2675.370117
	Iteration 42Q: 3 clusters Score -605520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -605522.062500 Penalty: 2675.370117
	Iteration 43Q: 3 clusters Score -605522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -605522.062500 Penalty: 2675.370117
	Iteration 44F: 3 clusters Score -605522.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Entering Unmasked Estep 
Score: -10015110.000000 Penalty: 1820.449585
	Iteration 0F: 2 clusters Score -1.001511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -9969769.000000 Penalty: 3640.899170
	Iteration 0F: 3 clusters Score -9969769 nChanged 34736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9989507.000000 Penalty: 3640.899170
	Iteration 1F: 3 clusters Score -9989507 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -9989942.000000 Penalty: 3640.899170
	Iteration 2Q: 3 clusters Score -9989942 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -9990291.000000 Penalty: 3640.899170
	Iteration 3Q: 3 clusters Score -9990291 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -9990682.000000 Penalty: 3640.899170
	Iteration 4Q: 3 clusters Score -9990682 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9991114.000000 Penalty: 3640.899170
	Iteration 5Q: 3 clusters Score -9991114 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -9991734.000000 Penalty: 3640.899170
	Iteration 6Q: 3 clusters Score -9991734 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -9992731.000000 Penalty: 3640.899170
	Iteration 7Q: 3 clusters Score -9992731 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9994292.000000 Penalty: 3640.899170
	Iteration 8Q: 3 clusters Score -9994292 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9996913.000000 Penalty: 3640.899170
	Iteration 9F: 3 clusters Score -9996913 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -10001072.000000 Penalty: 3640.899170
	Iteration 10F: 3 clusters Score -1.000107e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -10005641.000000 Penalty: 3640.899170
	Iteration 11F: 3 clusters Score -1.000564e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -10008892.000000 Penalty: 3640.899170
	Iteration 12F: 3 clusters Score -1.000889e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -10010437.000000 Penalty: 3640.899170
	Iteration 13Q: 3 clusters Score -1.001044e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -10011605.000000 Penalty: 3640.899170
	Iteration 14Q: 3 clusters Score -1.00116e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -10012501.000000 Penalty: 3640.899170
	Iteration 15Q: 3 clusters Score -1.00125e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -10013238.000000 Penalty: 3640.899170
	Iteration 16Q: 3 clusters Score -1.001324e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -10013726.000000 Penalty: 3640.899170
	Iteration 17Q: 3 clusters Score -1.001373e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -10014039.000000 Penalty: 3640.899170
	Iteration 18Q: 3 clusters Score -1.001404e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -10014205.000000 Penalty: 3640.899170
	Iteration 19Q: 3 clusters Score -1.00142e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -10014363.000000 Penalty: 3640.899170
	Iteration 20F: 3 clusters Score -1.001436e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -10014464.000000 Penalty: 3640.899170
	Iteration 21Q: 3 clusters Score -1.001446e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -10014491.000000 Penalty: 3640.899170
	Iteration 22Q: 3 clusters Score -1.001449e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -10014547.000000 Penalty: 3640.899170
	Iteration 23Q: 3 clusters Score -1.001455e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -10014568.000000 Penalty: 3640.899170
	Iteration 24Q: 3 clusters Score -1.001457e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -10014550.000000 Penalty: 3640.899170
	Iteration 25Q: 3 clusters Score -1.001455e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -10014540.000000 Penalty: 3640.899170
	Iteration 26Q: 3 clusters Score -1.001454e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -10014522.000000 Penalty: 3640.899170
	Iteration 27Q: 3 clusters Score -1.001452e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -10014548.000000 Penalty: 3640.899170
	Iteration 28Q: 3 clusters Score -1.001455e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -10014544.000000 Penalty: 3640.899170
	Iteration 29Q: 3 clusters Score -1.001454e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -10014497.000000 Penalty: 3640.899170
	Iteration 30Q: 3 clusters Score -1.00145e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -10014471.000000 Penalty: 3640.899170
	Iteration 31Q: 3 clusters Score -1.001447e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -10014510.000000 Penalty: 3640.899170
	Iteration 32Q: 3 clusters Score -1.001451e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -10014535.000000 Penalty: 3640.899170
	Iteration 33Q: 3 clusters Score -1.001454e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -10014555.000000 Penalty: 3640.899170
	Iteration 34Q: 3 clusters Score -1.001456e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -10014569.000000 Penalty: 3640.899170
	Iteration 35Q: 3 clusters Score -1.001457e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -10014563.000000 Penalty: 3640.899170
	Iteration 36Q: 3 clusters Score -1.001456e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -10014561.000000 Penalty: 3640.899170
	Iteration 37Q: 3 clusters Score -1.001456e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -10014591.000000 Penalty: 3640.899170
	Iteration 38Q: 3 clusters Score -1.001459e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -10014623.000000 Penalty: 3640.899170
	Iteration 39Q: 3 clusters Score -1.001462e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -10014657.000000 Penalty: 3640.899170
	Iteration 40F: 3 clusters Score -1.001466e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -10014650.000000 Penalty: 3640.899170
	Iteration 41Q: 3 clusters Score -1.001465e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -10014637.000000 Penalty: 3640.899170
	Iteration 42Q: 3 clusters Score -1.001464e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -10014687.000000 Penalty: 3640.899170
	Iteration 43Q: 3 clusters Score -1.001469e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -10014696.000000 Penalty: 3640.899170
	Iteration 44Q: 3 clusters Score -1.00147e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -10014730.000000 Penalty: 3640.899170
	Iteration 45Q: 3 clusters Score -1.001473e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -10014770.000000 Penalty: 3640.899170
	Iteration 46Q: 3 clusters Score -1.001477e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -10014771.000000 Penalty: 3640.899170
	Iteration 47Q: 3 clusters Score -1.001477e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -10014797.000000 Penalty: 3640.899170
	Iteration 48Q: 3 clusters Score -1.00148e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -10014825.000000 Penalty: 3640.899170
	Iteration 49Q: 3 clusters Score -1.001482e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -10014832.000000 Penalty: 3640.899170
	Iteration 50Q: 3 clusters Score -1.001483e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -10014863.000000 Penalty: 3640.899170
	Iteration 51Q: 3 clusters Score -1.001486e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -10014871.000000 Penalty: 3640.899170
	Iteration 52Q: 3 clusters Score -1.001487e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -10014850.000000 Penalty: 3640.899170
	Iteration 53Q: 3 clusters Score -1.001485e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -10014898.000000 Penalty: 3640.899170
	Iteration 54Q: 3 clusters Score -1.00149e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -10014965.000000 Penalty: 3640.899170
	Iteration 55Q: 3 clusters Score -1.001496e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -10014964.000000 Penalty: 3640.899170
	Iteration 56Q: 3 clusters Score -1.001496e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -10014959.000000 Penalty: 3640.899170
	Iteration 57Q: 3 clusters Score -1.001496e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -10014946.000000 Penalty: 3640.899170
	Iteration 58Q: 3 clusters Score -1.001495e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -10014891.000000 Penalty: 3640.899170
	Iteration 59Q: 3 clusters Score -1.001489e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -10014888.000000 Penalty: 3640.899170
	Iteration 60F: 3 clusters Score -1.001489e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -10014838.000000 Penalty: 3640.899170
	Iteration 61Q: 3 clusters Score -1.001484e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -10014929.000000 Penalty: 3640.899170
	Iteration 62Q: 3 clusters Score -1.001493e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -10015006.000000 Penalty: 3640.899170
	Iteration 63Q: 3 clusters Score -1.001501e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -10015048.000000 Penalty: 3640.899170
	Iteration 64Q: 3 clusters Score -1.001505e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -10015027.000000 Penalty: 3640.899170
	Iteration 65Q: 3 clusters Score -1.001503e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -10015015.000000 Penalty: 3640.899170
	Iteration 66Q: 3 clusters Score -1.001502e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -10015016.000000 Penalty: 3640.899170
	Iteration 67Q: 3 clusters Score -1.001502e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -10014973.000000 Penalty: 3640.899170
	Iteration 68Q: 3 clusters Score -1.001497e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -10014976.000000 Penalty: 3640.899170
	Iteration 69Q: 3 clusters Score -1.001498e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -10014981.000000 Penalty: 3640.899170
	Iteration 70Q: 3 clusters Score -1.001498e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -10014955.000000 Penalty: 3640.899170
	Iteration 71Q: 3 clusters Score -1.001496e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10014920.000000 Penalty: 3640.899170
	Iteration 72Q: 3 clusters Score -1.001492e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -10014883.000000 Penalty: 3640.899170
	Iteration 73Q: 3 clusters Score -1.001488e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -10014862.000000 Penalty: 3640.899170
	Iteration 74Q: 3 clusters Score -1.001486e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -10014859.000000 Penalty: 3640.899170
	Iteration 75Q: 3 clusters Score -1.001486e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -10014833.000000 Penalty: 3640.899170
	Iteration 76Q: 3 clusters Score -1.001483e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -10014803.000000 Penalty: 3640.899170
	Iteration 77Q: 3 clusters Score -1.00148e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -10014793.000000 Penalty: 3640.899170
	Iteration 78Q: 3 clusters Score -1.001479e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -10014756.000000 Penalty: 3640.899170
	Iteration 79Q: 3 clusters Score -1.001476e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -10014719.000000 Penalty: 3640.899170
	Iteration 80F: 3 clusters Score -1.001472e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10014689.000000 Penalty: 3640.899170
	Iteration 81Q: 3 clusters Score -1.001469e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -10014655.000000 Penalty: 3640.899170
	Iteration 82Q: 3 clusters Score -1.001466e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -10014641.000000 Penalty: 3640.899170
	Iteration 83Q: 3 clusters Score -1.001464e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10014630.000000 Penalty: 3640.899170
	Iteration 84Q: 3 clusters Score -1.001463e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -10014608.000000 Penalty: 3640.899170
	Iteration 85Q: 3 clusters Score -1.001461e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -10014593.000000 Penalty: 3640.899170
	Iteration 86Q: 3 clusters Score -1.001459e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -10014553.000000 Penalty: 3640.899170
	Iteration 87Q: 3 clusters Score -1.001455e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -10014539.000000 Penalty: 3640.899170
	Iteration 88Q: 3 clusters Score -1.001454e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10014494.000000 Penalty: 3640.899170
	Iteration 89Q: 3 clusters Score -1.001449e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -10014483.000000 Penalty: 3640.899170
	Iteration 90Q: 3 clusters Score -1.001448e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -10014460.000000 Penalty: 3640.899170
	Iteration 91Q: 3 clusters Score -1.001446e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10014456.000000 Penalty: 3640.899170
	Iteration 92Q: 3 clusters Score -1.001446e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -10014423.000000 Penalty: 3640.899170
	Iteration 93Q: 3 clusters Score -1.001442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10014438.000000 Penalty: 3640.899170
	Iteration 94Q: 3 clusters Score -1.001444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -10014429.000000 Penalty: 3640.899170
	Iteration 95Q: 3 clusters Score -1.001443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -10014414.000000 Penalty: 3640.899170
	Iteration 96Q: 3 clusters Score -1.001441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -10014413.000000 Penalty: 3640.899170
	Iteration 97Q: 3 clusters Score -1.001441e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10014410.000000 Penalty: 3640.899170
	Iteration 98Q: 3 clusters Score -1.001441e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -10014416.000000 Penalty: 3640.899170
	Iteration 99Q: 3 clusters Score -1.001442e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -10014421.000000 Penalty: 3640.899170
	Iteration 100F: 3 clusters Score -1.001442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10014417.000000 Penalty: 3640.899170
	Iteration 101Q: 3 clusters Score -1.001442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -10014412.000000 Penalty: 3640.899170
	Iteration 102Q: 3 clusters Score -1.001441e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -10014401.000000 Penalty: 3640.899170
	Iteration 103Q: 3 clusters Score -1.00144e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -10014391.000000 Penalty: 3640.899170
	Iteration 104Q: 3 clusters Score -1.001439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -10014377.000000 Penalty: 3640.899170
	Iteration 105Q: 3 clusters Score -1.001438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -10014377.000000 Penalty: 3640.899170
	Iteration 106Q: 3 clusters Score -1.001438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10014361.000000 Penalty: 3640.899170
	Iteration 107Q: 3 clusters Score -1.001436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10014351.000000 Penalty: 3640.899170
	Iteration 108Q: 3 clusters Score -1.001435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10014348.000000 Penalty: 3640.899170
	Iteration 109Q: 3 clusters Score -1.001435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -10014350.000000 Penalty: 3640.899170
	Iteration 110Q: 3 clusters Score -1.001435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -10014348.000000 Penalty: 3640.899170
	Iteration 111Q: 3 clusters Score -1.001435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10014345.000000 Penalty: 3640.899170
	Iteration 112Q: 3 clusters Score -1.001434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10014338.000000 Penalty: 3640.899170
	Iteration 113Q: 3 clusters Score -1.001434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10014336.000000 Penalty: 3640.899170
	Iteration 114Q: 3 clusters Score -1.001434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10014338.000000 Penalty: 3640.899170
	Iteration 115Q: 3 clusters Score -1.001434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10014336.000000 Penalty: 3640.899170
	Iteration 116Q: 3 clusters Score -1.001434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10014332.000000 Penalty: 3640.899170
	Iteration 117Q: 3 clusters Score -1.001433e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10014330.000000 Penalty: 3640.899170
	Iteration 118Q: 3 clusters Score -1.001433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -10014325.000000 Penalty: 3640.899170
	Iteration 119Q: 3 clusters Score -1.001432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10014307.000000 Penalty: 3640.899170
	Iteration 120F: 3 clusters Score -1.001431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -10014292.000000 Penalty: 3640.899170
	Iteration 121Q: 3 clusters Score -1.001429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10014292.000000 Penalty: 3640.899170
	Iteration 122Q: 3 clusters Score -1.001429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10014282.000000 Penalty: 3640.899170
	Iteration 123Q: 3 clusters Score -1.001428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10014267.000000 Penalty: 3640.899170
	Iteration 124Q: 3 clusters Score -1.001427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10014264.000000 Penalty: 3640.899170
	Iteration 125Q: 3 clusters Score -1.001426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10014266.000000 Penalty: 3640.899170
	Iteration 126Q: 3 clusters Score -1.001427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10014258.000000 Penalty: 3640.899170
	Iteration 127Q: 3 clusters Score -1.001426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -10014255.000000 Penalty: 3640.899170
	Iteration 128Q: 3 clusters Score -1.001426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10014249.000000 Penalty: 3640.899170
	Iteration 129Q: 3 clusters Score -1.001425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10014246.000000 Penalty: 3640.899170
	Iteration 130Q: 3 clusters Score -1.001425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10014244.000000 Penalty: 3640.899170
	Iteration 131Q: 3 clusters Score -1.001424e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10014247.000000 Penalty: 3640.899170
	Iteration 132Q: 3 clusters Score -1.001425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10014247.000000 Penalty: 3640.899170
	Iteration 133Q: 3 clusters Score -1.001425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10014248.000000 Penalty: 3640.899170
	Iteration 134Q: 3 clusters Score -1.001425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10014254.000000 Penalty: 3640.899170
	Iteration 135Q: 3 clusters Score -1.001425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10014242.000000 Penalty: 3640.899170
	Iteration 136Q: 3 clusters Score -1.001424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10014236.000000 Penalty: 3640.899170
	Iteration 137Q: 3 clusters Score -1.001424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10014240.000000 Penalty: 3640.899170
	Iteration 138Q: 3 clusters Score -1.001424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10014237.000000 Penalty: 3640.899170
	Iteration 139Q: 3 clusters Score -1.001424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10014237.000000 Penalty: 3640.899170
	Iteration 140F: 3 clusters Score -1.001424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10014246.000000 Penalty: 3640.899170
	Iteration 141Q: 3 clusters Score -1.001425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10014246.000000 Penalty: 3640.899170
	Iteration 142Q: 3 clusters Score -1.001425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10014247.000000 Penalty: 3640.899170
	Iteration 143Q: 3 clusters Score -1.001425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10014247.000000 Penalty: 3640.899170
	Iteration 144F: 3 clusters Score -1.001425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -98699.554688 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -98699.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97393.109375 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -97393.11 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97600.015625 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -97600.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97664.500000 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -97664.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97692.750000 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -97692.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97706.757812 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -97706.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97722.351562 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -97722.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97740.101562 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -97740.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97760.406250 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -97760.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97776.101562 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -97776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97790.921875 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -97790.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97796.640625 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -97796.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97802.304688 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -97802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97807.828125 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -97807.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97808.687500 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -97808.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97809.007812 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -97809.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97809.007812 Penalty: 2160.076904
	Iteration 15F: 3 clusters Score -97809.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -453996.781250 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -453996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -450997.531250 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -450997.5 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -451729.437500 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -451729.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -451868.281250 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -451868.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -451961.531250 Penalty: 2650.119141
	Iteration 3Q: 3 clusters Score -451961.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -452029.812500 Penalty: 2650.119141
	Iteration 4Q: 3 clusters Score -452029.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -452097.062500 Penalty: 2650.119141
	Iteration 5Q: 3 clusters Score -452097.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -452179.468750 Penalty: 2650.119141
	Iteration 6Q: 3 clusters Score -452179.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -452273.843750 Penalty: 2650.119141
	Iteration 7Q: 3 clusters Score -452273.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -452392.343750 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -452392.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -452512.031250 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -452512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -452628.125000 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -452628.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -452756.156250 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -452756.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -452862.562500 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -452862.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -452937.250000 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -452937.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -452990.562500 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -452990.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -453025.750000 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -453025.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -453049.500000 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -453049.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -453069.656250 Penalty: 2650.119141
	Iteration 17Q: 3 clusters Score -453069.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -453083.375000 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -453083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -453089.187500 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -453089.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453095.500000 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -453095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -453099.500000 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -453099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -453103.625000 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -453103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -453104.593750 Penalty: 2650.119141
	Iteration 23Q: 3 clusters Score -453104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -453107.968750 Penalty: 2650.119141
	Iteration 24Q: 3 clusters Score -453108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -453109.625000 Penalty: 2650.119141
	Iteration 25Q: 3 clusters Score -453109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -453113.281250 Penalty: 2650.119141
	Iteration 26Q: 3 clusters Score -453113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -453113.593750 Penalty: 2650.119141
	Iteration 27Q: 3 clusters Score -453113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -453113.593750 Penalty: 2650.119141
	Iteration 28F: 3 clusters Score -453113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -124232.125000 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -124232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122803.304688 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -122803.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123069.898438 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -123069.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123170.812500 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -123170.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -123223.125000 Penalty: 2234.785889
	Iteration 3Q: 3 clusters Score -123223.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123260.593750 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -123260.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123289.250000 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -123289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123309.460938 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -123309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123324.929688 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -123324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123338.445312 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -123338.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123353.031250 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -123353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123370.523438 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -123370.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -123378.375000 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -123378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123382.875000 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -123382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123383.765625 Penalty: 2234.785889
	Iteration 13Q: 3 clusters Score -123383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123385.531250 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -123385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -123388.070312 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -123388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123389.851562 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -123389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -123390.609375 Penalty: 2234.785889
	Iteration 17Q: 3 clusters Score -123390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -123392.734375 Penalty: 2234.785889
	Iteration 18Q: 3 clusters Score -123392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123393.890625 Penalty: 2234.785889
	Iteration 19Q: 3 clusters Score -123393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123394.757812 Penalty: 2234.785889
	Iteration 20F: 3 clusters Score -123394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123395.132812 Penalty: 2234.785889
	Iteration 21Q: 3 clusters Score -123395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123395.132812 Penalty: 2234.785889
	Iteration 22F: 3 clusters Score -123395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -83566.257812 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -83566.26 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 333 members 
Entering Unmasked Estep 
Score: -82411.687500 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -82411.69 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82615.609375 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -82615.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82663.734375 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -82663.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82692.085938 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -82692.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82712.179688 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82712.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82717.507812 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82717.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82722.304688 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82723.609375 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82723.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82724.632812 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82724.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82724.851562 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82724.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82724.851562 Penalty: 2110.961182
	Iteration 10F: 3 clusters Score -82724.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -142047.390625 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -142047.4 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 571 members 
Entering Unmasked Estep 
Score: -140571.062500 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -140571.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140944.921875 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -140944.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141087.078125 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -141087.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141153.468750 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -141153.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141190.437500 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -141190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141209.203125 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -141209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141220.828125 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -141220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141227.078125 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -141227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141228.359375 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -141228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141230.953125 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -141231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141232.250000 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -141232.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141233.593750 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -141233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141234.468750 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -141234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141234.468750 Penalty: 2277.176025
	Iteration 13F: 3 clusters Score -141234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20880.158203 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -20880.16 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 158 members 
Entering Unmasked Estep 
Score: -20098.099609 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20098.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20272.410156 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20272.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20361.845703 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -20361.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20401.275391 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -20401.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20412.525391 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -20412.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20453.664062 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -20453.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20523.546875 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -20523.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20553.673828 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -20553.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20571.501953 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -20571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20592.994141 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -20592.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20600.484375 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -20600.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20613.878906 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -20613.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20617.998047 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -20618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20621.632812 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -20621.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20621.632812 Penalty: 1871.643066
	Iteration 14F: 3 clusters Score -20621.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -8734.381836 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -8734.382 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 104 members 
Entering Unmasked Estep 
Score: -8010.014648 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -8010.015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8100.083984 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -8100.084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8149.836426 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -8149.836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8187.857910 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -8187.858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8198.969727 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -8198.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8200.695312 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -8200.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8200.695312 Penalty: 1726.791992
	Iteration 6F: 3 clusters Score -8200.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -134794.218750 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -134794.2 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 628 members 
Entering Unmasked Estep 
Score: -133313.437500 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -133313.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133660.296875 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -133660.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133777.875000 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -133777.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133855.484375 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -133855.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133902.171875 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -133902.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133930.328125 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -133930.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133942.140625 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -133942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133950.562500 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -133950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133957.718750 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -133957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133959.640625 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -133959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133961.562500 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -133961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133962.671875 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -133962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133963.484375 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -133963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133964.125000 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -133964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133964.484375 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -133964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133964.812500 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -133964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133965.093750 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -133965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133965.718750 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -133965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133967.265625 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -133967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133968.906250 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -133968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133968.906250 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -133968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -649502.562500 Penalty: 1394.338379
	Iteration 0F: 2 clusters Score -649502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -645275.437500 Penalty: 2788.676758
	Iteration 0F: 3 clusters Score -645275.4 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -646614.625000 Penalty: 2788.676758
	Iteration 1F: 3 clusters Score -646614.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -646875.812500 Penalty: 2788.676758
	Iteration 2F: 3 clusters Score -646875.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -647123.375000 Penalty: 2788.676758
	Iteration 3F: 3 clusters Score -647123.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -647380.187500 Penalty: 2788.676758
	Iteration 4F: 3 clusters Score -647380.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -647629.125000 Penalty: 2788.676758
	Iteration 5F: 3 clusters Score -647629.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -647845.687500 Penalty: 2788.676758
	Iteration 6Q: 3 clusters Score -647845.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -648024.875000 Penalty: 2788.676758
	Iteration 7Q: 3 clusters Score -648024.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -648158.312500 Penalty: 2788.676758
	Iteration 8Q: 3 clusters Score -648158.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -648303.000000 Penalty: 2788.676758
	Iteration 9Q: 3 clusters Score -648303 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -648397.562500 Penalty: 2788.676758
	Iteration 10Q: 3 clusters Score -648397.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -648466.125000 Penalty: 2788.676758
	Iteration 11Q: 3 clusters Score -648466.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -648510.500000 Penalty: 2788.676758
	Iteration 12Q: 3 clusters Score -648510.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -648541.187500 Penalty: 2788.676758
	Iteration 13Q: 3 clusters Score -648541.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -648561.125000 Penalty: 2788.676758
	Iteration 14Q: 3 clusters Score -648561.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -648576.500000 Penalty: 2788.676758
	Iteration 15Q: 3 clusters Score -648576.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -648589.437500 Penalty: 2788.676758
	Iteration 16Q: 3 clusters Score -648589.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -648599.125000 Penalty: 2788.676758
	Iteration 17Q: 3 clusters Score -648599.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -648606.125000 Penalty: 2788.676758
	Iteration 18Q: 3 clusters Score -648606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -648613.500000 Penalty: 2788.676758
	Iteration 19Q: 3 clusters Score -648613.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -648620.125000 Penalty: 2788.676758
	Iteration 20F: 3 clusters Score -648620.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -648625.875000 Penalty: 2788.676758
	Iteration 21Q: 3 clusters Score -648625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -648631.687500 Penalty: 2788.676758
	Iteration 22Q: 3 clusters Score -648631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -648638.250000 Penalty: 2788.676758
	Iteration 23Q: 3 clusters Score -648638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -648641.562500 Penalty: 2788.676758
	Iteration 24Q: 3 clusters Score -648641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -648649.062500 Penalty: 2788.676758
	Iteration 25Q: 3 clusters Score -648649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -648654.125000 Penalty: 2788.676758
	Iteration 26Q: 3 clusters Score -648654.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -648657.312500 Penalty: 2788.676758
	Iteration 27Q: 3 clusters Score -648657.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -648662.437500 Penalty: 2788.676758
	Iteration 28Q: 3 clusters Score -648662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -648663.500000 Penalty: 2788.676758
	Iteration 29Q: 3 clusters Score -648663.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -648666.500000 Penalty: 2788.676758
	Iteration 30Q: 3 clusters Score -648666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -648670.062500 Penalty: 2788.676758
	Iteration 31Q: 3 clusters Score -648670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -648672.062500 Penalty: 2788.676758
	Iteration 32Q: 3 clusters Score -648672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -648674.937500 Penalty: 2788.676758
	Iteration 33Q: 3 clusters Score -648674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -648678.375000 Penalty: 2788.676758
	Iteration 34Q: 3 clusters Score -648678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -648679.625000 Penalty: 2788.676758
	Iteration 35Q: 3 clusters Score -648679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -648682.687500 Penalty: 2788.676758
	Iteration 36Q: 3 clusters Score -648682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -648683.125000 Penalty: 2788.676758
	Iteration 37Q: 3 clusters Score -648683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -648684.812500 Penalty: 2788.676758
	Iteration 38Q: 3 clusters Score -648684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -648684.750000 Penalty: 2788.676758
	Iteration 39Q: 3 clusters Score -648684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -648684.437500 Penalty: 2788.676758
	Iteration 40F: 3 clusters Score -648684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -51317.492188 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -51317.49 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 216 members 
Entering Unmasked Estep 
Score: -50400.648438 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -50400.65 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50640.738281 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -50640.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50784.316406 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -50784.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50837.894531 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -50837.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50882.519531 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -50882.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50932.109375 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -50932.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50979.589844 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -50979.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51013.230469 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -51013.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51036.968750 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -51036.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51047.566406 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -51047.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51058.132812 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -51058.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51059.871094 Penalty: 1967.692871
	Iteration 11F: 3 clusters Score -51059.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51078.167969 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -51078.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51089.683594 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -51089.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51103.621094 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -51103.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51105.453125 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -51105.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51105.453125 Penalty: 1967.692871
	Iteration 16F: 3 clusters Score -51105.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1959893.625000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1959894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1949726.625000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1949727 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1953274.750000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1953275 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1953563.875000 Penalty: 3116.374756
	Iteration 2Q: 3 clusters Score -1953564 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1953864.625000 Penalty: 3116.374756
	Iteration 3Q: 3 clusters Score -1953865 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1954211.250000 Penalty: 3116.374756
	Iteration 4Q: 3 clusters Score -1954211 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1954704.750000 Penalty: 3116.374756
	Iteration 5F: 3 clusters Score -1954705 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1955471.250000 Penalty: 3116.374756
	Iteration 6F: 3 clusters Score -1955471 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1956507.500000 Penalty: 3116.374756
	Iteration 7F: 3 clusters Score -1956508 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1957411.875000 Penalty: 3116.374756
	Iteration 8F: 3 clusters Score -1957412 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1957984.375000 Penalty: 3116.374756
	Iteration 9F: 3 clusters Score -1957984 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1958236.250000 Penalty: 3116.374756
	Iteration 10Q: 3 clusters Score -1958236 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1958357.375000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1958357 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1958454.125000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1958454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1958538.000000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1958538 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1958580.625000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1958581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1958627.500000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1958628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1958653.750000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1958654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1958672.875000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1958673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1958687.750000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1958688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1958705.000000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1958705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1958715.750000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1958716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1958724.625000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1958725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1958739.250000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1958739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1958753.125000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1958753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1958772.625000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1958773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1958783.250000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1958783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1958792.000000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1958792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1958797.625000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1958798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1958801.750000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1958802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1958806.500000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1958806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1958810.500000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1958810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1958812.375000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1958812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1958818.875000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1958819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1958820.000000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1958820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1958817.875000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1958818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1958823.000000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1958823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1958823.500000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1958824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1958821.000000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1958821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1958825.875000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1958826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1958825.875000 Penalty: 3116.374756
	Iteration 39F: 3 clusters Score -1958826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Entering Unmasked Estep 
Score: -1355727.625000 Penalty: 1501.009644
	Iteration 0F: 2 clusters Score -1355728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1348258.125000 Penalty: 3002.019287
	Iteration 0F: 3 clusters Score -1348258 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1350851.750000 Penalty: 3002.019287
	Iteration 1F: 3 clusters Score -1350852 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1351132.250000 Penalty: 3002.019287
	Iteration 2F: 3 clusters Score -1351132 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1351345.500000 Penalty: 3002.019287
	Iteration 3F: 3 clusters Score -1351346 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1351496.875000 Penalty: 3002.019287
	Iteration 4Q: 3 clusters Score -1351497 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1351656.875000 Penalty: 3002.019287
	Iteration 5Q: 3 clusters Score -1351657 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1351804.250000 Penalty: 3002.019287
	Iteration 6Q: 3 clusters Score -1351804 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1351999.625000 Penalty: 3002.019287
	Iteration 7Q: 3 clusters Score -1352000 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1352263.375000 Penalty: 3002.019287
	Iteration 8Q: 3 clusters Score -1352263 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1352622.125000 Penalty: 3002.019287
	Iteration 9Q: 3 clusters Score -1352622 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1353040.250000 Penalty: 3002.019287
	Iteration 10Q: 3 clusters Score -1353040 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1353440.125000 Penalty: 3002.019287
	Iteration 11F: 3 clusters Score -1353440 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1353704.000000 Penalty: 3002.019287
	Iteration 12Q: 3 clusters Score -1353704 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1353878.500000 Penalty: 3002.019287
	Iteration 13Q: 3 clusters Score -1353878 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1353984.750000 Penalty: 3002.019287
	Iteration 14Q: 3 clusters Score -1353985 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1354065.625000 Penalty: 3002.019287
	Iteration 15Q: 3 clusters Score -1354066 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1354133.750000 Penalty: 3002.019287
	Iteration 16Q: 3 clusters Score -1354134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1354170.875000 Penalty: 3002.019287
	Iteration 17Q: 3 clusters Score -1354171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1354200.000000 Penalty: 3002.019287
	Iteration 18Q: 3 clusters Score -1354200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1354226.750000 Penalty: 3002.019287
	Iteration 19Q: 3 clusters Score -1354227 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1354245.625000 Penalty: 3002.019287
	Iteration 20F: 3 clusters Score -1354246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1354259.250000 Penalty: 3002.019287
	Iteration 21Q: 3 clusters Score -1354259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1354275.750000 Penalty: 3002.019287
	Iteration 22Q: 3 clusters Score -1354276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1354292.375000 Penalty: 3002.019287
	Iteration 23Q: 3 clusters Score -1354292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1354312.625000 Penalty: 3002.019287
	Iteration 24Q: 3 clusters Score -1354313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1354322.500000 Penalty: 3002.019287
	Iteration 25Q: 3 clusters Score -1354322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1354337.875000 Penalty: 3002.019287
	Iteration 26Q: 3 clusters Score -1354338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1354351.375000 Penalty: 3002.019287
	Iteration 27Q: 3 clusters Score -1354351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1354360.625000 Penalty: 3002.019287
	Iteration 28Q: 3 clusters Score -1354361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1354369.875000 Penalty: 3002.019287
	Iteration 29Q: 3 clusters Score -1354370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1354374.625000 Penalty: 3002.019287
	Iteration 30Q: 3 clusters Score -1354375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1354380.500000 Penalty: 3002.019287
	Iteration 31Q: 3 clusters Score -1354380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1354389.875000 Penalty: 3002.019287
	Iteration 32Q: 3 clusters Score -1354390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1354394.250000 Penalty: 3002.019287
	Iteration 33Q: 3 clusters Score -1354394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1354402.750000 Penalty: 3002.019287
	Iteration 34Q: 3 clusters Score -1354403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1354408.750000 Penalty: 3002.019287
	Iteration 35Q: 3 clusters Score -1354409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1354412.625000 Penalty: 3002.019287
	Iteration 36Q: 3 clusters Score -1354413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1354415.000000 Penalty: 3002.019287
	Iteration 37Q: 3 clusters Score -1354415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1354416.625000 Penalty: 3002.019287
	Iteration 38Q: 3 clusters Score -1354417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1354418.875000 Penalty: 3002.019287
	Iteration 39Q: 3 clusters Score -1354419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1354422.625000 Penalty: 3002.019287
	Iteration 40F: 3 clusters Score -1354423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1354418.000000 Penalty: 3002.019287
	Iteration 41Q: 3 clusters Score -1354418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1354420.125000 Penalty: 3002.019287
	Iteration 42Q: 3 clusters Score -1354420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1354423.000000 Penalty: 3002.019287
	Iteration 43Q: 3 clusters Score -1354423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1354426.750000 Penalty: 3002.019287
	Iteration 44Q: 3 clusters Score -1354427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1354427.500000 Penalty: 3002.019287
	Iteration 45Q: 3 clusters Score -1354428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1354427.500000 Penalty: 3002.019287
	Iteration 46Q: 3 clusters Score -1354428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1354427.750000 Penalty: 3002.019287
	Iteration 47Q: 3 clusters Score -1354428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1354429.125000 Penalty: 3002.019287
	Iteration 48Q: 3 clusters Score -1354429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1354430.875000 Penalty: 3002.019287
	Iteration 49Q: 3 clusters Score -1354431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1354434.500000 Penalty: 3002.019287
	Iteration 50Q: 3 clusters Score -1354434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1354437.000000 Penalty: 3002.019287
	Iteration 51Q: 3 clusters Score -1354437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1354437.500000 Penalty: 3002.019287
	Iteration 52Q: 3 clusters Score -1354438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1354436.625000 Penalty: 3002.019287
	Iteration 53Q: 3 clusters Score -1354437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1354437.000000 Penalty: 3002.019287
	Iteration 54Q: 3 clusters Score -1354437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1354441.875000 Penalty: 3002.019287
	Iteration 55Q: 3 clusters Score -1354442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1354444.875000 Penalty: 3002.019287
	Iteration 56Q: 3 clusters Score -1354445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1354451.750000 Penalty: 3002.019287
	Iteration 57Q: 3 clusters Score -1354452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1354456.250000 Penalty: 3002.019287
	Iteration 58Q: 3 clusters Score -1354456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1354462.750000 Penalty: 3002.019287
	Iteration 59Q: 3 clusters Score -1354463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1354473.375000 Penalty: 3002.019287
	Iteration 60F: 3 clusters Score -1354473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1354477.125000 Penalty: 3002.019287
	Iteration 61Q: 3 clusters Score -1354477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1354484.750000 Penalty: 3002.019287
	Iteration 62Q: 3 clusters Score -1354485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1354493.625000 Penalty: 3002.019287
	Iteration 63Q: 3 clusters Score -1354494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1354495.875000 Penalty: 3002.019287
	Iteration 64Q: 3 clusters Score -1354496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1354501.000000 Penalty: 3002.019287
	Iteration 65Q: 3 clusters Score -1354501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1354507.500000 Penalty: 3002.019287
	Iteration 66Q: 3 clusters Score -1354508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1354506.625000 Penalty: 3002.019287
	Iteration 67Q: 3 clusters Score -1354507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1354511.000000 Penalty: 3002.019287
	Iteration 68Q: 3 clusters Score -1354511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1354521.875000 Penalty: 3002.019287
	Iteration 69Q: 3 clusters Score -1354522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1354530.125000 Penalty: 3002.019287
	Iteration 70Q: 3 clusters Score -1354530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1354540.000000 Penalty: 3002.019287
	Iteration 71Q: 3 clusters Score -1354540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1354550.000000 Penalty: 3002.019287
	Iteration 72Q: 3 clusters Score -1354550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1354564.000000 Penalty: 3002.019287
	Iteration 73Q: 3 clusters Score -1354564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1354575.500000 Penalty: 3002.019287
	Iteration 74Q: 3 clusters Score -1354576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1354590.375000 Penalty: 3002.019287
	Iteration 75Q: 3 clusters Score -1354590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1354599.500000 Penalty: 3002.019287
	Iteration 76Q: 3 clusters Score -1354600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1354608.375000 Penalty: 3002.019287
	Iteration 77Q: 3 clusters Score -1354608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1354629.375000 Penalty: 3002.019287
	Iteration 78Q: 3 clusters Score -1354629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1354635.625000 Penalty: 3002.019287
	Iteration 79Q: 3 clusters Score -1354636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1354645.625000 Penalty: 3002.019287
	Iteration 80F: 3 clusters Score -1354646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1354655.750000 Penalty: 3002.019287
	Iteration 81Q: 3 clusters Score -1354656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1354666.000000 Penalty: 3002.019287
	Iteration 82Q: 3 clusters Score -1354666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1354669.500000 Penalty: 3002.019287
	Iteration 83Q: 3 clusters Score -1354670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1354674.750000 Penalty: 3002.019287
	Iteration 84Q: 3 clusters Score -1354675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1354686.375000 Penalty: 3002.019287
	Iteration 85Q: 3 clusters Score -1354686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1354694.625000 Penalty: 3002.019287
	Iteration 86Q: 3 clusters Score -1354695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1354707.750000 Penalty: 3002.019287
	Iteration 87Q: 3 clusters Score -1354708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1354718.125000 Penalty: 3002.019287
	Iteration 88Q: 3 clusters Score -1354718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1354726.875000 Penalty: 3002.019287
	Iteration 89Q: 3 clusters Score -1354727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1354738.625000 Penalty: 3002.019287
	Iteration 90Q: 3 clusters Score -1354739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1354743.625000 Penalty: 3002.019287
	Iteration 91Q: 3 clusters Score -1354744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1354750.375000 Penalty: 3002.019287
	Iteration 92Q: 3 clusters Score -1354750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1354753.625000 Penalty: 3002.019287
	Iteration 93Q: 3 clusters Score -1354754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1354759.375000 Penalty: 3002.019287
	Iteration 94Q: 3 clusters Score -1354759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1354769.750000 Penalty: 3002.019287
	Iteration 95Q: 3 clusters Score -1354770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1354769.875000 Penalty: 3002.019287
	Iteration 96Q: 3 clusters Score -1354770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1354778.250000 Penalty: 3002.019287
	Iteration 97Q: 3 clusters Score -1354778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1354786.500000 Penalty: 3002.019287
	Iteration 98Q: 3 clusters Score -1354786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1354791.625000 Penalty: 3002.019287
	Iteration 99Q: 3 clusters Score -1354792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1354793.625000 Penalty: 3002.019287
	Iteration 100F: 3 clusters Score -1354794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1354799.125000 Penalty: 3002.019287
	Iteration 101Q: 3 clusters Score -1354799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1354810.875000 Penalty: 3002.019287
	Iteration 102Q: 3 clusters Score -1354811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1354826.250000 Penalty: 3002.019287
	Iteration 103Q: 3 clusters Score -1354826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1354839.125000 Penalty: 3002.019287
	Iteration 104Q: 3 clusters Score -1354839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1354848.375000 Penalty: 3002.019287
	Iteration 105Q: 3 clusters Score -1354848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1354862.625000 Penalty: 3002.019287
	Iteration 106Q: 3 clusters Score -1354863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1354874.000000 Penalty: 3002.019287
	Iteration 107Q: 3 clusters Score -1354874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1354876.125000 Penalty: 3002.019287
	Iteration 108Q: 3 clusters Score -1354876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1354882.000000 Penalty: 3002.019287
	Iteration 109Q: 3 clusters Score -1354882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1354887.375000 Penalty: 3002.019287
	Iteration 110Q: 3 clusters Score -1354887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1354890.250000 Penalty: 3002.019287
	Iteration 111Q: 3 clusters Score -1354890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1354894.500000 Penalty: 3002.019287
	Iteration 112Q: 3 clusters Score -1354894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1354898.875000 Penalty: 3002.019287
	Iteration 113Q: 3 clusters Score -1354899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1354903.625000 Penalty: 3002.019287
	Iteration 114Q: 3 clusters Score -1354904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1354905.000000 Penalty: 3002.019287
	Iteration 115Q: 3 clusters Score -1354905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1354907.750000 Penalty: 3002.019287
	Iteration 116Q: 3 clusters Score -1354908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1354908.875000 Penalty: 3002.019287
	Iteration 117Q: 3 clusters Score -1354909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1354908.125000 Penalty: 3002.019287
	Iteration 118Q: 3 clusters Score -1354908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1354907.000000 Penalty: 3002.019287
	Iteration 119Q: 3 clusters Score -1354907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1354907.000000 Penalty: 3002.019287
	Iteration 120F: 3 clusters Score -1354907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Entering Unmasked Estep 
Score: -4539728.000000 Penalty: 1700.017334
	Iteration 0F: 2 clusters Score -4539728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4516276.500000 Penalty: 3400.034668
	Iteration 0F: 3 clusters Score -4516276 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4525338.000000 Penalty: 3400.034668
	Iteration 1F: 3 clusters Score -4525338 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4525953.500000 Penalty: 3400.034668
	Iteration 2Q: 3 clusters Score -4525954 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4526576.000000 Penalty: 3400.034668
	Iteration 3Q: 3 clusters Score -4526576 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4527226.000000 Penalty: 3400.034668
	Iteration 4Q: 3 clusters Score -4527226 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4527904.000000 Penalty: 3400.034668
	Iteration 5Q: 3 clusters Score -4527904 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4528667.000000 Penalty: 3400.034668
	Iteration 6Q: 3 clusters Score -4528667 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4529460.000000 Penalty: 3400.034668
	Iteration 7Q: 3 clusters Score -4529460 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4530344.000000 Penalty: 3400.034668
	Iteration 8Q: 3 clusters Score -4530344 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4531287.000000 Penalty: 3400.034668
	Iteration 9F: 3 clusters Score -4531287 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4532310.500000 Penalty: 3400.034668
	Iteration 10F: 3 clusters Score -4532310 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4533383.500000 Penalty: 3400.034668
	Iteration 11Q: 3 clusters Score -4533384 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4534364.000000 Penalty: 3400.034668
	Iteration 12Q: 3 clusters Score -4534364 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4535222.500000 Penalty: 3400.034668
	Iteration 13Q: 3 clusters Score -4535222 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4535966.500000 Penalty: 3400.034668
	Iteration 14Q: 3 clusters Score -4535966 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4536556.000000 Penalty: 3400.034668
	Iteration 15Q: 3 clusters Score -4536556 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4537108.000000 Penalty: 3400.034668
	Iteration 16Q: 3 clusters Score -4537108 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4537560.000000 Penalty: 3400.034668
	Iteration 17Q: 3 clusters Score -4537560 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4537894.500000 Penalty: 3400.034668
	Iteration 18Q: 3 clusters Score -4537894 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4538190.500000 Penalty: 3400.034668
	Iteration 19Q: 3 clusters Score -4538190 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4538424.000000 Penalty: 3400.034668
	Iteration 20F: 3 clusters Score -4538424 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4538609.000000 Penalty: 3400.034668
	Iteration 21Q: 3 clusters Score -4538609 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4538730.500000 Penalty: 3400.034668
	Iteration 22Q: 3 clusters Score -4538730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4538813.000000 Penalty: 3400.034668
	Iteration 23Q: 3 clusters Score -4538813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4538866.000000 Penalty: 3400.034668
	Iteration 24Q: 3 clusters Score -4538866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4538894.500000 Penalty: 3400.034668
	Iteration 25Q: 3 clusters Score -4538894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4538923.500000 Penalty: 3400.034668
	Iteration 26Q: 3 clusters Score -4538924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4538934.500000 Penalty: 3400.034668
	Iteration 27Q: 3 clusters Score -4538934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4538955.000000 Penalty: 3400.034668
	Iteration 28Q: 3 clusters Score -4538955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4538976.000000 Penalty: 3400.034668
	Iteration 29Q: 3 clusters Score -4538976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4538984.500000 Penalty: 3400.034668
	Iteration 30Q: 3 clusters Score -4538984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4538996.500000 Penalty: 3400.034668
	Iteration 31Q: 3 clusters Score -4538996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4538998.000000 Penalty: 3400.034668
	Iteration 32Q: 3 clusters Score -4538998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4539002.500000 Penalty: 3400.034668
	Iteration 33Q: 3 clusters Score -4539002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4539001.000000 Penalty: 3400.034668
	Iteration 34Q: 3 clusters Score -4539001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4539006.500000 Penalty: 3400.034668
	Iteration 35Q: 3 clusters Score -4539006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4539010.000000 Penalty: 3400.034668
	Iteration 36Q: 3 clusters Score -4539010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4539019.000000 Penalty: 3400.034668
	Iteration 37Q: 3 clusters Score -4539019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4539020.000000 Penalty: 3400.034668
	Iteration 38Q: 3 clusters Score -4539020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4539019.500000 Penalty: 3400.034668
	Iteration 39Q: 3 clusters Score -4539020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4539020.500000 Penalty: 3400.034668
	Iteration 40F: 3 clusters Score -4539020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -159908.812500 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -159908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158441.218750 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -158441.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -158781.828125 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -158781.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159015.453125 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -159015.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -159145.968750 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -159146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -159223.750000 Penalty: 2262.113037
	Iteration 4F: 3 clusters Score -159223.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -159272.312500 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -159272.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -159310.015625 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -159310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159329.421875 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -159329.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -159347.968750 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -159348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159357.453125 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -159357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159360.390625 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -159360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -159361.984375 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -159362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -159361.984375 Penalty: 2262.113037
	Iteration 12F: 3 clusters Score -159362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Entering Unmasked Estep 
Score: -10103285.000000 Penalty: 1822.002075
	Iteration 0F: 2 clusters Score -1.010328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -10056159.000000 Penalty: 3644.004150
	Iteration 0F: 3 clusters Score -1.005616e+07 nChanged 35104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -10075923.000000 Penalty: 3644.004150
	Iteration 1F: 3 clusters Score -1.007592e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -10076554.000000 Penalty: 3644.004150
	Iteration 2Q: 3 clusters Score -1.007655e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -10077342.000000 Penalty: 3644.004150
	Iteration 3Q: 3 clusters Score -1.007734e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -10078318.000000 Penalty: 3644.004150
	Iteration 4Q: 3 clusters Score -1.007832e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -10079663.000000 Penalty: 3644.004150
	Iteration 5Q: 3 clusters Score -1.007966e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -10081416.000000 Penalty: 3644.004150
	Iteration 6Q: 3 clusters Score -1.008142e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -10084039.000000 Penalty: 3644.004150
	Iteration 7F: 3 clusters Score -1.008404e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -10087222.000000 Penalty: 3644.004150
	Iteration 8F: 3 clusters Score -1.008722e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -10090155.000000 Penalty: 3644.004150
	Iteration 9F: 3 clusters Score -1.009016e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -10092115.000000 Penalty: 3644.004150
	Iteration 10Q: 3 clusters Score -1.009212e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -10093243.000000 Penalty: 3644.004150
	Iteration 11Q: 3 clusters Score -1.009324e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -10093926.000000 Penalty: 3644.004150
	Iteration 12Q: 3 clusters Score -1.009393e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -10094408.000000 Penalty: 3644.004150
	Iteration 13Q: 3 clusters Score -1.009441e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -10094851.000000 Penalty: 3644.004150
	Iteration 14Q: 3 clusters Score -1.009485e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -10095282.000000 Penalty: 3644.004150
	Iteration 15Q: 3 clusters Score -1.009528e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -10095689.000000 Penalty: 3644.004150
	Iteration 16Q: 3 clusters Score -1.009569e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -10096132.000000 Penalty: 3644.004150
	Iteration 17Q: 3 clusters Score -1.009613e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -10096498.000000 Penalty: 3644.004150
	Iteration 18Q: 3 clusters Score -1.00965e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -10096881.000000 Penalty: 3644.004150
	Iteration 19Q: 3 clusters Score -1.009688e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -10097283.000000 Penalty: 3644.004150
	Iteration 20F: 3 clusters Score -1.009728e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -10097640.000000 Penalty: 3644.004150
	Iteration 21Q: 3 clusters Score -1.009764e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -10098007.000000 Penalty: 3644.004150
	Iteration 22Q: 3 clusters Score -1.009801e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -10098372.000000 Penalty: 3644.004150
	Iteration 23Q: 3 clusters Score -1.009837e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -10098741.000000 Penalty: 3644.004150
	Iteration 24Q: 3 clusters Score -1.009874e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10099226.000000 Penalty: 3644.004150
	Iteration 25Q: 3 clusters Score -1.009923e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -10099633.000000 Penalty: 3644.004150
	Iteration 26Q: 3 clusters Score -1.009963e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10099961.000000 Penalty: 3644.004150
	Iteration 27Q: 3 clusters Score -1.009996e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10100242.000000 Penalty: 3644.004150
	Iteration 28Q: 3 clusters Score -1.010024e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10100558.000000 Penalty: 3644.004150
	Iteration 29Q: 3 clusters Score -1.010056e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10100798.000000 Penalty: 3644.004150
	Iteration 30Q: 3 clusters Score -1.01008e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10101038.000000 Penalty: 3644.004150
	Iteration 31Q: 3 clusters Score -1.010104e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10101206.000000 Penalty: 3644.004150
	Iteration 32Q: 3 clusters Score -1.010121e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10101303.000000 Penalty: 3644.004150
	Iteration 33Q: 3 clusters Score -1.01013e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10101365.000000 Penalty: 3644.004150
	Iteration 34Q: 3 clusters Score -1.010136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10101409.000000 Penalty: 3644.004150
	Iteration 35Q: 3 clusters Score -1.010141e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10101440.000000 Penalty: 3644.004150
	Iteration 36Q: 3 clusters Score -1.010144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10101464.000000 Penalty: 3644.004150
	Iteration 37Q: 3 clusters Score -1.010146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10101483.000000 Penalty: 3644.004150
	Iteration 38Q: 3 clusters Score -1.010148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10101512.000000 Penalty: 3644.004150
	Iteration 39Q: 3 clusters Score -1.010151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10101533.000000 Penalty: 3644.004150
	Iteration 40F: 3 clusters Score -1.010153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10101550.000000 Penalty: 3644.004150
	Iteration 41Q: 3 clusters Score -1.010155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10101552.000000 Penalty: 3644.004150
	Iteration 42Q: 3 clusters Score -1.010155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10101550.000000 Penalty: 3644.004150
	Iteration 43Q: 3 clusters Score -1.010155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10101574.000000 Penalty: 3644.004150
	Iteration 44Q: 3 clusters Score -1.010157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10101577.000000 Penalty: 3644.004150
	Iteration 45Q: 3 clusters Score -1.010158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10101598.000000 Penalty: 3644.004150
	Iteration 46Q: 3 clusters Score -1.01016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10101610.000000 Penalty: 3644.004150
	Iteration 47Q: 3 clusters Score -1.010161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10101615.000000 Penalty: 3644.004150
	Iteration 48Q: 3 clusters Score -1.010162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10101621.000000 Penalty: 3644.004150
	Iteration 49Q: 3 clusters Score -1.010162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10101621.000000 Penalty: 3644.004150
	Iteration 50Q: 3 clusters Score -1.010162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10101616.000000 Penalty: 3644.004150
	Iteration 51Q: 3 clusters Score -1.010162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10101624.000000 Penalty: 3644.004150
	Iteration 52Q: 3 clusters Score -1.010162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10101631.000000 Penalty: 3644.004150
	Iteration 53Q: 3 clusters Score -1.010163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10101631.000000 Penalty: 3644.004150
	Iteration 54Q: 3 clusters Score -1.010163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10101644.000000 Penalty: 3644.004150
	Iteration 55Q: 3 clusters Score -1.010164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10101636.000000 Penalty: 3644.004150
	Iteration 56Q: 3 clusters Score -1.010164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10101641.000000 Penalty: 3644.004150
	Iteration 57Q: 3 clusters Score -1.010164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10101640.000000 Penalty: 3644.004150
	Iteration 58Q: 3 clusters Score -1.010164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10101638.000000 Penalty: 3644.004150
	Iteration 59Q: 3 clusters Score -1.010164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10101640.000000 Penalty: 3644.004150
	Iteration 60F: 3 clusters Score -1.010164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10101647.000000 Penalty: 3644.004150
	Iteration 61Q: 3 clusters Score -1.010165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10101659.000000 Penalty: 3644.004150
	Iteration 62Q: 3 clusters Score -1.010166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10101659.000000 Penalty: 3644.004150
	Iteration 63Q: 3 clusters Score -1.010166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10101659.000000 Penalty: 3644.004150
	Iteration 64F: 3 clusters Score -1.010166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -85570.218750 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -85570.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84368.328125 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -84368.33 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84564.843750 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -84564.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84619.765625 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -84619.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84640.804688 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -84640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84653.914062 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -84653.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84658.226562 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -84658.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84663.289062 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -84663.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84664.382812 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -84664.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84667.718750 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -84667.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84670.398438 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -84670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84672.648438 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -84672.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84675.890625 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -84675.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84678.906250 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -84678.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84678.906250 Penalty: 2115.349854
	Iteration 13F: 3 clusters Score -84678.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -382615.562500 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -382615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -379980.968750 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -379981 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380592.343750 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -380592.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -380698.000000 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -380698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -380800.656250 Penalty: 2590.715088
	Iteration 3F: 3 clusters Score -380800.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -380906.468750 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -380906.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -381029.343750 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -381029.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -381142.906250 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -381142.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -381242.437500 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -381242.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -381318.593750 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -381318.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -381367.312500 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -381367.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -381410.812500 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -381410.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -381461.750000 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -381461.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -381525.062500 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -381525.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -381619.656250 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -381619.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -381754.406250 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -381754.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -381968.843750 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -381968.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382308.187500 Penalty: 2590.715088
	Iteration 16F: 3 clusters Score -382308.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -382612.531250 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -382612.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382750.968750 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -382751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -382776.875000 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -382776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -382780.843750 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -382780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382781.656250 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -382781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382781.656250 Penalty: 2590.715088
	Iteration 22F: 3 clusters Score -382781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 1357 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69755 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 1540 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992592.000000 Penalty: 149945.484375
Splitting cluster 30 changes total score from -68993240.000000 to -68992592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -35776.066406 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -35776.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34895.921875 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -34895.92 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35135.707031 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -35135.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35272.210938 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -35272.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35344.523438 Penalty: 1881.737183
	Iteration 3F: 3 clusters Score -35344.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35350.027344 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -35350.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35363.070312 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -35363.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35370.410156 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -35370.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35380.937500 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -35380.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35385.210938 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -35385.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35389.117188 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -35389.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35389.117188 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -35389.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -282619.781250 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -282619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -280422.781250 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -280422.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -280846.718750 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -280846.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280946.781250 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -280946.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -281010.468750 Penalty: 2493.948486
	Iteration 3Q: 3 clusters Score -281010.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281065.468750 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -281065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -281100.281250 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -281100.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -281131.906250 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -281131.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281154.062500 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -281154.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -281175.718750 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -281175.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -281193.718750 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -281193.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -281208.875000 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -281208.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -281223.375000 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -281223.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -281236.937500 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -281236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -281248.125000 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -281248.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -281256.312500 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -281256.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -281262.687500 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -281262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -281267.437500 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -281267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -281270.812500 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -281270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -281276.812500 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -281276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -281279.718750 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -281279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -281282.625000 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -281282.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -281289.281250 Penalty: 2493.948486
	Iteration 21Q: 3 clusters Score -281289.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281295.375000 Penalty: 2493.948486
	Iteration 22Q: 3 clusters Score -281295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -281299.812500 Penalty: 2493.948486
	Iteration 23Q: 3 clusters Score -281299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -281303.218750 Penalty: 2493.948486
	Iteration 24Q: 3 clusters Score -281303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -281308.031250 Penalty: 2493.948486
	Iteration 25Q: 3 clusters Score -281308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -281313.843750 Penalty: 2493.948486
	Iteration 26Q: 3 clusters Score -281313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -281319.468750 Penalty: 2493.948486
	Iteration 27Q: 3 clusters Score -281319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281326.968750 Penalty: 2493.948486
	Iteration 28Q: 3 clusters Score -281327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -281330.437500 Penalty: 2493.948486
	Iteration 29Q: 3 clusters Score -281330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -281332.250000 Penalty: 2493.948486
	Iteration 30Q: 3 clusters Score -281332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281334.531250 Penalty: 2493.948486
	Iteration 31Q: 3 clusters Score -281334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -281336.343750 Penalty: 2493.948486
	Iteration 32Q: 3 clusters Score -281336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -281337.312500 Penalty: 2493.948486
	Iteration 33Q: 3 clusters Score -281337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -281338.062500 Penalty: 2493.948486
	Iteration 34Q: 3 clusters Score -281338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -281340.531250 Penalty: 2493.948486
	Iteration 35Q: 3 clusters Score -281340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -281341.937500 Penalty: 2493.948486
	Iteration 36Q: 3 clusters Score -281341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -281344.437500 Penalty: 2493.948486
	Iteration 37Q: 3 clusters Score -281344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -281345.343750 Penalty: 2493.948486
	Iteration 38Q: 3 clusters Score -281345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -281346.000000 Penalty: 2493.948486
	Iteration 39Q: 3 clusters Score -281346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -281346.468750 Penalty: 2493.948486
	Iteration 40F: 3 clusters Score -281346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -37110.242188 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -37110.24 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 212 members 
Entering Unmasked Estep 
Score: -36154.894531 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -36154.89 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36346.355469 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -36346.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36444.480469 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -36444.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36484.234375 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -36484.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36499.972656 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -36499.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36516.988281 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -36516.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36520.890625 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -36520.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36520.890625 Penalty: 1959.190430
	Iteration 7F: 3 clusters Score -36520.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -23512.136719 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -23512.14 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 104 members 
Entering Unmasked Estep 
Score: -22770.416016 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -22770.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22883.005859 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -22883.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22898.568359 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -22898.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22899.990234 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -22899.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22902.105469 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -22902.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22902.105469 Penalty: 1731.559692
	Iteration 5F: 3 clusters Score -22902.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30489.794922 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -30489.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29659.011719 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -29659.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29809.316406 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -29809.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29889.839844 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -29889.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29978.304688 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -29978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30023.509766 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -30023.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30043.398438 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -30043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30043.398438 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -30043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -118526.445312 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -118526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117105.515625 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -117105.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117577.429688 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -117577.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117750.609375 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -117750.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117869.062500 Penalty: 2255.257568
	Iteration 3F: 3 clusters Score -117869.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -117903.070312 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -117903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117918.859375 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -117918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -117939.187500 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -117939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -117945.296875 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -117945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117951.820312 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -117951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117958.085938 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -117958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117962.210938 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -117962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -117966.468750 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -117966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -117967.703125 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -117967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -117969.367188 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -117969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -117973.273438 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -117973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117977.820312 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -117977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -117978.570312 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -117978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117978.953125 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -117979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -117979.515625 Penalty: 2255.257568
	Iteration 18Q: 3 clusters Score -117979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117980.242188 Penalty: 2255.257568
	Iteration 19Q: 3 clusters Score -117980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117981.304688 Penalty: 2255.257568
	Iteration 20F: 3 clusters Score -117981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117982.320312 Penalty: 2255.257568
	Iteration 21Q: 3 clusters Score -117982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117983.429688 Penalty: 2255.257568
	Iteration 22Q: 3 clusters Score -117983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117983.429688 Penalty: 2255.257568
	Iteration 23F: 3 clusters Score -117983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -71677.156250 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -71677.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70546.781250 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -70546.78 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70805.984375 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -70805.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70971.039062 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -70971.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71223.726562 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -71223.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71364.804688 Penalty: 2076.282471
	Iteration 4F: 3 clusters Score -71364.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71423.257812 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -71423.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71450.617188 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -71450.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71485.500000 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -71485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71513.992188 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -71513.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71543.203125 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -71543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71555.593750 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -71555.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71560.546875 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -71560.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71567.875000 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -71567.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71571.632812 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -71571.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71577.039062 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -71577.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71579.421875 Penalty: 2076.282471
	Iteration 15Q: 3 clusters Score -71579.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71583.796875 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -71583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71583.796875 Penalty: 2076.282471
	Iteration 17F: 3 clusters Score -71583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -269021.437500 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -269021.4 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 1049 members 
Entering Unmasked Estep 
Score: -266923.968750 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -266924 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267455.343750 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -267455.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267589.937500 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -267589.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -267671.875000 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -267671.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267738.718750 Penalty: 2478.951904
	Iteration 4Q: 3 clusters Score -267738.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -267789.750000 Penalty: 2478.951904
	Iteration 5Q: 3 clusters Score -267789.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267837.062500 Penalty: 2478.951904
	Iteration 6Q: 3 clusters Score -267837.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -267860.312500 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -267860.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267876.093750 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -267876.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267895.906250 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -267895.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -267923.562500 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -267923.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267947.062500 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -267947.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -267960.031250 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -267960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -267970.093750 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -267970.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -267985.593750 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -267985.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -268006.062500 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -268006.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -268028.812500 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -268028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -268041.593750 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -268041.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -268056.312500 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -268056.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -268068.687500 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -268068.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -268088.812500 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -268088.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -268104.156250 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -268104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -268116.250000 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -268116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -268127.812500 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -268127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -268135.093750 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -268135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -268141.718750 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -268141.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -268151.187500 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -268151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -268159.562500 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -268159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -268169.312500 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -268169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -268177.156250 Penalty: 2478.951904
	Iteration 29Q: 3 clusters Score -268177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -268181.218750 Penalty: 2478.951904
	Iteration 30Q: 3 clusters Score -268181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -268183.187500 Penalty: 2478.951904
	Iteration 31Q: 3 clusters Score -268183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -268186.437500 Penalty: 2478.951904
	Iteration 32Q: 3 clusters Score -268186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -268187.843750 Penalty: 2478.951904
	Iteration 33Q: 3 clusters Score -268187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -268188.093750 Penalty: 2478.951904
	Iteration 34Q: 3 clusters Score -268188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -268189.156250 Penalty: 2478.951904
	Iteration 35Q: 3 clusters Score -268189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -268190.343750 Penalty: 2478.951904
	Iteration 36Q: 3 clusters Score -268190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -268191.281250 Penalty: 2478.951904
	Iteration 37Q: 3 clusters Score -268191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -268191.281250 Penalty: 2478.951904
	Iteration 38F: 3 clusters Score -268191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Entering Unmasked Estep 
Score: -1257291.625000 Penalty: 1495.178345
	Iteration 0F: 2 clusters Score -1257292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1250123.625000 Penalty: 2990.356689
	Iteration 0F: 3 clusters Score -1250124 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1252624.500000 Penalty: 2990.356689
	Iteration 1F: 3 clusters Score -1252624 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1252922.500000 Penalty: 2990.356689
	Iteration 2F: 3 clusters Score -1252922 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1253192.625000 Penalty: 2990.356689
	Iteration 3F: 3 clusters Score -1253193 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1253447.625000 Penalty: 2990.356689
	Iteration 4Q: 3 clusters Score -1253448 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1253755.375000 Penalty: 2990.356689
	Iteration 5Q: 3 clusters Score -1253755 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1254076.500000 Penalty: 2990.356689
	Iteration 6Q: 3 clusters Score -1254076 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1254409.375000 Penalty: 2990.356689
	Iteration 7Q: 3 clusters Score -1254409 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1254834.250000 Penalty: 2990.356689
	Iteration 8Q: 3 clusters Score -1254834 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1255311.500000 Penalty: 2990.356689
	Iteration 9F: 3 clusters Score -1255312 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1255773.500000 Penalty: 2990.356689
	Iteration 10Q: 3 clusters Score -1255774 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1256065.500000 Penalty: 2990.356689
	Iteration 11Q: 3 clusters Score -1256066 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1256219.250000 Penalty: 2990.356689
	Iteration 12Q: 3 clusters Score -1256219 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1256292.750000 Penalty: 2990.356689
	Iteration 13Q: 3 clusters Score -1256293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1256321.625000 Penalty: 2990.356689
	Iteration 14Q: 3 clusters Score -1256322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1256339.000000 Penalty: 2990.356689
	Iteration 15Q: 3 clusters Score -1256339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1256351.750000 Penalty: 2990.356689
	Iteration 16Q: 3 clusters Score -1256352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1256362.625000 Penalty: 2990.356689
	Iteration 17Q: 3 clusters Score -1256363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1256363.500000 Penalty: 2990.356689
	Iteration 18Q: 3 clusters Score -1256364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1256367.125000 Penalty: 2990.356689
	Iteration 19Q: 3 clusters Score -1256367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1256369.750000 Penalty: 2990.356689
	Iteration 20F: 3 clusters Score -1256370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1256372.250000 Penalty: 2990.356689
	Iteration 21Q: 3 clusters Score -1256372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1256373.750000 Penalty: 2990.356689
	Iteration 22Q: 3 clusters Score -1256374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1256378.500000 Penalty: 2990.356689
	Iteration 23Q: 3 clusters Score -1256378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1256379.250000 Penalty: 2990.356689
	Iteration 24Q: 3 clusters Score -1256379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1256382.375000 Penalty: 2990.356689
	Iteration 25Q: 3 clusters Score -1256382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1256382.875000 Penalty: 2990.356689
	Iteration 26Q: 3 clusters Score -1256383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1256379.750000 Penalty: 2990.356689
	Iteration 27Q: 3 clusters Score -1256380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1256380.500000 Penalty: 2990.356689
	Iteration 28Q: 3 clusters Score -1256380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1256380.750000 Penalty: 2990.356689
	Iteration 29Q: 3 clusters Score -1256381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1256381.625000 Penalty: 2990.356689
	Iteration 30Q: 3 clusters Score -1256382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1256381.625000 Penalty: 2990.356689
	Iteration 31F: 3 clusters Score -1256382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Entering Unmasked Estep 
Score: -5210413.500000 Penalty: 1718.022339
	Iteration 0F: 2 clusters Score -5210414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5184324.500000 Penalty: 3436.044678
	Iteration 0F: 3 clusters Score -5184324 nChanged 18084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -5194496.500000 Penalty: 3436.044678
	Iteration 1F: 3 clusters Score -5194496 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5195132.000000 Penalty: 3436.044678
	Iteration 2Q: 3 clusters Score -5195132 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5195850.500000 Penalty: 3436.044678
	Iteration 3Q: 3 clusters Score -5195850 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5196628.500000 Penalty: 3436.044678
	Iteration 4F: 3 clusters Score -5196628 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5197505.000000 Penalty: 3436.044678
	Iteration 5F: 3 clusters Score -5197505 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5198598.000000 Penalty: 3436.044678
	Iteration 6F: 3 clusters Score -5198598 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5200002.000000 Penalty: 3436.044678
	Iteration 7F: 3 clusters Score -5200002 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5201771.500000 Penalty: 3436.044678
	Iteration 8F: 3 clusters Score -5201772 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5203724.000000 Penalty: 3436.044678
	Iteration 9F: 3 clusters Score -5203724 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5205537.000000 Penalty: 3436.044678
	Iteration 10F: 3 clusters Score -5205537 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -5207011.000000 Penalty: 3436.044678
	Iteration 11Q: 3 clusters Score -5207011 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5208048.500000 Penalty: 3436.044678
	Iteration 12Q: 3 clusters Score -5208048 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5208610.500000 Penalty: 3436.044678
	Iteration 13Q: 3 clusters Score -5208610 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5208946.000000 Penalty: 3436.044678
	Iteration 14Q: 3 clusters Score -5208946 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5209135.000000 Penalty: 3436.044678
	Iteration 15Q: 3 clusters Score -5209135 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5209247.000000 Penalty: 3436.044678
	Iteration 16Q: 3 clusters Score -5209247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5209300.000000 Penalty: 3436.044678
	Iteration 17Q: 3 clusters Score -5209300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5209319.000000 Penalty: 3436.044678
	Iteration 18Q: 3 clusters Score -5209319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5209348.000000 Penalty: 3436.044678
	Iteration 19Q: 3 clusters Score -5209348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5209360.000000 Penalty: 3436.044678
	Iteration 20F: 3 clusters Score -5209360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5209376.500000 Penalty: 3436.044678
	Iteration 21Q: 3 clusters Score -5209376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5209399.000000 Penalty: 3436.044678
	Iteration 22Q: 3 clusters Score -5209399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5209405.000000 Penalty: 3436.044678
	Iteration 23Q: 3 clusters Score -5209405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5209424.500000 Penalty: 3436.044678
	Iteration 24Q: 3 clusters Score -5209424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5209463.000000 Penalty: 3436.044678
	Iteration 25Q: 3 clusters Score -5209463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5209501.500000 Penalty: 3436.044678
	Iteration 26Q: 3 clusters Score -5209502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5209516.500000 Penalty: 3436.044678
	Iteration 27Q: 3 clusters Score -5209516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5209531.500000 Penalty: 3436.044678
	Iteration 28Q: 3 clusters Score -5209532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5209551.000000 Penalty: 3436.044678
	Iteration 29Q: 3 clusters Score -5209551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5209557.000000 Penalty: 3436.044678
	Iteration 30Q: 3 clusters Score -5209557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -5209564.000000 Penalty: 3436.044678
	Iteration 31Q: 3 clusters Score -5209564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5209582.500000 Penalty: 3436.044678
	Iteration 32Q: 3 clusters Score -5209582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5209593.500000 Penalty: 3436.044678
	Iteration 33Q: 3 clusters Score -5209594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5209600.500000 Penalty: 3436.044678
	Iteration 34Q: 3 clusters Score -5209600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5209612.000000 Penalty: 3436.044678
	Iteration 35Q: 3 clusters Score -5209612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5209621.000000 Penalty: 3436.044678
	Iteration 36Q: 3 clusters Score -5209621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5209617.000000 Penalty: 3436.044678
	Iteration 37Q: 3 clusters Score -5209617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5209619.000000 Penalty: 3436.044678
	Iteration 38Q: 3 clusters Score -5209619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5209622.000000 Penalty: 3436.044678
	Iteration 39Q: 3 clusters Score -5209622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5209628.500000 Penalty: 3436.044678
	Iteration 40F: 3 clusters Score -5209628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5209636.000000 Penalty: 3436.044678
	Iteration 41Q: 3 clusters Score -5209636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5209652.500000 Penalty: 3436.044678
	Iteration 42Q: 3 clusters Score -5209652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5209654.000000 Penalty: 3436.044678
	Iteration 43Q: 3 clusters Score -5209654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5209654.000000 Penalty: 3436.044678
	Iteration 44Q: 3 clusters Score -5209654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5209651.500000 Penalty: 3436.044678
	Iteration 45Q: 3 clusters Score -5209652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5209650.500000 Penalty: 3436.044678
	Iteration 46Q: 3 clusters Score -5209650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5209650.500000 Penalty: 3436.044678
	Iteration 47F: 3 clusters Score -5209650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Entering Unmasked Estep 
Score: -1547825.625000 Penalty: 1529.233154
	Iteration 0F: 2 clusters Score -1547826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1539210.875000 Penalty: 3058.466309
	Iteration 0F: 3 clusters Score -1539211 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1542186.750000 Penalty: 3058.466309
	Iteration 1F: 3 clusters Score -1542187 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1542618.125000 Penalty: 3058.466309
	Iteration 2F: 3 clusters Score -1542618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1543116.625000 Penalty: 3058.466309
	Iteration 3F: 3 clusters Score -1543117 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1543747.000000 Penalty: 3058.466309
	Iteration 4F: 3 clusters Score -1543747 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1544417.875000 Penalty: 3058.466309
	Iteration 5F: 3 clusters Score -1544418 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1545079.625000 Penalty: 3058.466309
	Iteration 6F: 3 clusters Score -1545080 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1545586.500000 Penalty: 3058.466309
	Iteration 7F: 3 clusters Score -1545586 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1545930.000000 Penalty: 3058.466309
	Iteration 8Q: 3 clusters Score -1545930 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1546184.625000 Penalty: 3058.466309
	Iteration 9Q: 3 clusters Score -1546185 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1546354.125000 Penalty: 3058.466309
	Iteration 10Q: 3 clusters Score -1546354 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1546488.125000 Penalty: 3058.466309
	Iteration 11Q: 3 clusters Score -1546488 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1546586.500000 Penalty: 3058.466309
	Iteration 12Q: 3 clusters Score -1546586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1546666.375000 Penalty: 3058.466309
	Iteration 13Q: 3 clusters Score -1546666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1546744.250000 Penalty: 3058.466309
	Iteration 14Q: 3 clusters Score -1546744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1546822.750000 Penalty: 3058.466309
	Iteration 15Q: 3 clusters Score -1546823 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1546890.125000 Penalty: 3058.466309
	Iteration 16Q: 3 clusters Score -1546890 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1546953.250000 Penalty: 3058.466309
	Iteration 17Q: 3 clusters Score -1546953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1547006.125000 Penalty: 3058.466309
	Iteration 18Q: 3 clusters Score -1547006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1547077.000000 Penalty: 3058.466309
	Iteration 19Q: 3 clusters Score -1547077 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1547159.500000 Penalty: 3058.466309
	Iteration 20F: 3 clusters Score -1547160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1547214.250000 Penalty: 3058.466309
	Iteration 21Q: 3 clusters Score -1547214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1547247.875000 Penalty: 3058.466309
	Iteration 22Q: 3 clusters Score -1547248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1547281.750000 Penalty: 3058.466309
	Iteration 23Q: 3 clusters Score -1547282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1547300.375000 Penalty: 3058.466309
	Iteration 24Q: 3 clusters Score -1547300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1547321.125000 Penalty: 3058.466309
	Iteration 25Q: 3 clusters Score -1547321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1547337.125000 Penalty: 3058.466309
	Iteration 26Q: 3 clusters Score -1547337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1547359.375000 Penalty: 3058.466309
	Iteration 27Q: 3 clusters Score -1547359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1547371.375000 Penalty: 3058.466309
	Iteration 28Q: 3 clusters Score -1547371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1547375.750000 Penalty: 3058.466309
	Iteration 29Q: 3 clusters Score -1547376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1547392.500000 Penalty: 3058.466309
	Iteration 30Q: 3 clusters Score -1547392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1547400.625000 Penalty: 3058.466309
	Iteration 31Q: 3 clusters Score -1547401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1547410.375000 Penalty: 3058.466309
	Iteration 32Q: 3 clusters Score -1547410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1547411.000000 Penalty: 3058.466309
	Iteration 33Q: 3 clusters Score -1547411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1547415.875000 Penalty: 3058.466309
	Iteration 34Q: 3 clusters Score -1547416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1547419.125000 Penalty: 3058.466309
	Iteration 35Q: 3 clusters Score -1547419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1547428.000000 Penalty: 3058.466309
	Iteration 36Q: 3 clusters Score -1547428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1547436.250000 Penalty: 3058.466309
	Iteration 37Q: 3 clusters Score -1547436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1547439.875000 Penalty: 3058.466309
	Iteration 38Q: 3 clusters Score -1547440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1547442.375000 Penalty: 3058.466309
	Iteration 39Q: 3 clusters Score -1547442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1547447.375000 Penalty: 3058.466309
	Iteration 40F: 3 clusters Score -1547447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1547446.000000 Penalty: 3058.466309
	Iteration 41Q: 3 clusters Score -1547446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1547448.625000 Penalty: 3058.466309
	Iteration 42Q: 3 clusters Score -1547449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1547450.500000 Penalty: 3058.466309
	Iteration 43Q: 3 clusters Score -1547450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1547455.375000 Penalty: 3058.466309
	Iteration 44Q: 3 clusters Score -1547455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1547457.000000 Penalty: 3058.466309
	Iteration 45Q: 3 clusters Score -1547457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1547459.000000 Penalty: 3058.466309
	Iteration 46Q: 3 clusters Score -1547459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1547461.625000 Penalty: 3058.466309
	Iteration 47Q: 3 clusters Score -1547462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1547463.250000 Penalty: 3058.466309
	Iteration 48Q: 3 clusters Score -1547463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1547463.375000 Penalty: 3058.466309
	Iteration 49Q: 3 clusters Score -1547463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1547462.125000 Penalty: 3058.466309
	Iteration 50Q: 3 clusters Score -1547462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1547465.250000 Penalty: 3058.466309
	Iteration 51Q: 3 clusters Score -1547465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1547467.125000 Penalty: 3058.466309
	Iteration 52Q: 3 clusters Score -1547467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1547468.375000 Penalty: 3058.466309
	Iteration 53Q: 3 clusters Score -1547468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1547470.250000 Penalty: 3058.466309
	Iteration 54Q: 3 clusters Score -1547470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1547472.625000 Penalty: 3058.466309
	Iteration 55Q: 3 clusters Score -1547473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1547471.125000 Penalty: 3058.466309
	Iteration 56Q: 3 clusters Score -1547471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1547470.875000 Penalty: 3058.466309
	Iteration 57Q: 3 clusters Score -1547471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1547472.750000 Penalty: 3058.466309
	Iteration 58Q: 3 clusters Score -1547473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1547471.625000 Penalty: 3058.466309
	Iteration 59Q: 3 clusters Score -1547472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1547468.000000 Penalty: 3058.466309
	Iteration 60F: 3 clusters Score -1547468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1547469.875000 Penalty: 3058.466309
	Iteration 61Q: 3 clusters Score -1547470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1547471.375000 Penalty: 3058.466309
	Iteration 62Q: 3 clusters Score -1547471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1547473.375000 Penalty: 3058.466309
	Iteration 63Q: 3 clusters Score -1547473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1547471.000000 Penalty: 3058.466309
	Iteration 64Q: 3 clusters Score -1547471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1547471.875000 Penalty: 3058.466309
	Iteration 65Q: 3 clusters Score -1547472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1547473.375000 Penalty: 3058.466309
	Iteration 66Q: 3 clusters Score -1547473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1547476.500000 Penalty: 3058.466309
	Iteration 67Q: 3 clusters Score -1547476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1547471.875000 Penalty: 3058.466309
	Iteration 68Q: 3 clusters Score -1547472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1547474.000000 Penalty: 3058.466309
	Iteration 69Q: 3 clusters Score -1547474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1547474.750000 Penalty: 3058.466309
	Iteration 70Q: 3 clusters Score -1547475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1547474.250000 Penalty: 3058.466309
	Iteration 71Q: 3 clusters Score -1547474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1547473.500000 Penalty: 3058.466309
	Iteration 72Q: 3 clusters Score -1547474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1547473.500000 Penalty: 3058.466309
	Iteration 73F: 3 clusters Score -1547474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -226778.281250 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -226778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -224895.265625 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -224895.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -225323.546875 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -225323.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225451.593750 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -225451.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -225523.265625 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -225523.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -225572.796875 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -225572.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -225613.390625 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -225613.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225658.625000 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -225658.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225726.968750 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -225727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225804.843750 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -225804.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -225890.578125 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -225890.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226045.218750 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -226045.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -226254.718750 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -226254.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -226393.640625 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -226393.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -226510.578125 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -226510.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -226568.234375 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -226568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226621.296875 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -226621.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -226644.531250 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -226644.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226681.843750 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -226681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226696.437500 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -226696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -226701.765625 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -226701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -226708.062500 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -226708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226713.078125 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -226713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226714.750000 Penalty: 2422.407471
	Iteration 22Q: 3 clusters Score -226714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -226714.890625 Penalty: 2422.407471
	Iteration 23Q: 3 clusters Score -226714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -226714.890625 Penalty: 2422.407471
	Iteration 24F: 3 clusters Score -226714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (20678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Entering Unmasked Estep 
Score: -2757515.000000 Penalty: 1614.734131
	Iteration 0F: 2 clusters Score -2757515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2743343.250000 Penalty: 3229.468262
	Iteration 0F: 3 clusters Score -2743343 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2748388.250000 Penalty: 3229.468262
	Iteration 1F: 3 clusters Score -2748388 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2748682.250000 Penalty: 3229.468262
	Iteration 2Q: 3 clusters Score -2748682 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2748974.250000 Penalty: 3229.468262
	Iteration 3Q: 3 clusters Score -2748974 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2749262.250000 Penalty: 3229.468262
	Iteration 4Q: 3 clusters Score -2749262 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2749551.500000 Penalty: 3229.468262
	Iteration 5Q: 3 clusters Score -2749552 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2749872.750000 Penalty: 3229.468262
	Iteration 6Q: 3 clusters Score -2749873 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2750238.000000 Penalty: 3229.468262
	Iteration 7Q: 3 clusters Score -2750238 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2750752.750000 Penalty: 3229.468262
	Iteration 8Q: 3 clusters Score -2750753 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2751317.500000 Penalty: 3229.468262
	Iteration 9Q: 3 clusters Score -2751318 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2751913.250000 Penalty: 3229.468262
	Iteration 10Q: 3 clusters Score -2751913 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2752465.500000 Penalty: 3229.468262
	Iteration 11Q: 3 clusters Score -2752466 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2752921.000000 Penalty: 3229.468262
	Iteration 12Q: 3 clusters Score -2752921 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2753189.750000 Penalty: 3229.468262
	Iteration 13Q: 3 clusters Score -2753190 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2753344.000000 Penalty: 3229.468262
	Iteration 14Q: 3 clusters Score -2753344 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2753487.000000 Penalty: 3229.468262
	Iteration 15Q: 3 clusters Score -2753487 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2753588.250000 Penalty: 3229.468262
	Iteration 16Q: 3 clusters Score -2753588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2753660.000000 Penalty: 3229.468262
	Iteration 17Q: 3 clusters Score -2753660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2753748.500000 Penalty: 3229.468262
	Iteration 18Q: 3 clusters Score -2753748 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2753829.250000 Penalty: 3229.468262
	Iteration 19Q: 3 clusters Score -2753829 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2753938.250000 Penalty: 3229.468262
	Iteration 20F: 3 clusters Score -2753938 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2754067.250000 Penalty: 3229.468262
	Iteration 21Q: 3 clusters Score -2754067 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2754191.000000 Penalty: 3229.468262
	Iteration 22Q: 3 clusters Score -2754191 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2754329.000000 Penalty: 3229.468262
	Iteration 23Q: 3 clusters Score -2754329 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2754475.000000 Penalty: 3229.468262
	Iteration 24Q: 3 clusters Score -2754475 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2754628.250000 Penalty: 3229.468262
	Iteration 25Q: 3 clusters Score -2754628 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2754786.000000 Penalty: 3229.468262
	Iteration 26Q: 3 clusters Score -2754786 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2754930.750000 Penalty: 3229.468262
	Iteration 27Q: 3 clusters Score -2754931 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2755080.750000 Penalty: 3229.468262
	Iteration 28Q: 3 clusters Score -2755081 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2755285.000000 Penalty: 3229.468262
	Iteration 29Q: 3 clusters Score -2755285 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2755436.000000 Penalty: 3229.468262
	Iteration 30Q: 3 clusters Score -2755436 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2755562.750000 Penalty: 3229.468262
	Iteration 31Q: 3 clusters Score -2755563 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2755680.500000 Penalty: 3229.468262
	Iteration 32Q: 3 clusters Score -2755680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2755793.500000 Penalty: 3229.468262
	Iteration 33Q: 3 clusters Score -2755794 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2755878.500000 Penalty: 3229.468262
	Iteration 34Q: 3 clusters Score -2755878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2755957.000000 Penalty: 3229.468262
	Iteration 35Q: 3 clusters Score -2755957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2756025.250000 Penalty: 3229.468262
	Iteration 36Q: 3 clusters Score -2756025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2756075.500000 Penalty: 3229.468262
	Iteration 37Q: 3 clusters Score -2756076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2756104.750000 Penalty: 3229.468262
	Iteration 38Q: 3 clusters Score -2756105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2756120.750000 Penalty: 3229.468262
	Iteration 39Q: 3 clusters Score -2756121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2756128.000000 Penalty: 3229.468262
	Iteration 40F: 3 clusters Score -2756128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2756134.250000 Penalty: 3229.468262
	Iteration 41Q: 3 clusters Score -2756134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2756140.750000 Penalty: 3229.468262
	Iteration 42Q: 3 clusters Score -2756141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2756150.750000 Penalty: 3229.468262
	Iteration 43Q: 3 clusters Score -2756151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2756159.250000 Penalty: 3229.468262
	Iteration 44Q: 3 clusters Score -2756159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2756162.750000 Penalty: 3229.468262
	Iteration 45Q: 3 clusters Score -2756163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2756166.000000 Penalty: 3229.468262
	Iteration 46Q: 3 clusters Score -2756166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2756169.000000 Penalty: 3229.468262
	Iteration 47Q: 3 clusters Score -2756169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2756168.250000 Penalty: 3229.468262
	Iteration 48Q: 3 clusters Score -2756168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2756173.000000 Penalty: 3229.468262
	Iteration 49Q: 3 clusters Score -2756173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2756175.250000 Penalty: 3229.468262
	Iteration 50Q: 3 clusters Score -2756175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2756180.250000 Penalty: 3229.468262
	Iteration 51Q: 3 clusters Score -2756180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2756176.250000 Penalty: 3229.468262
	Iteration 52Q: 3 clusters Score -2756176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2756178.750000 Penalty: 3229.468262
	Iteration 53Q: 3 clusters Score -2756179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2756180.000000 Penalty: 3229.468262
	Iteration 54Q: 3 clusters Score -2756180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2756180.000000 Penalty: 3229.468262
	Iteration 55F: 3 clusters Score -2756180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -202014.156250 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -202014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -200395.031250 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -200395 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -200663.234375 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -200663.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200772.968750 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -200773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -200829.687500 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -200829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200854.421875 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -200854.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -200878.062500 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -200878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -200895.625000 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -200895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -200910.968750 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -200911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -200922.890625 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -200922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200933.000000 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -200933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -200937.500000 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -200937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -200944.562500 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -200944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -200950.750000 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -200950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -200955.265625 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -200955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -200958.937500 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -200958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -200962.312500 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -200962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200965.296875 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -200965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -200970.843750 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -200970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -200971.890625 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -200971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -200972.687500 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -200972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200972.734375 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -200972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (69755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Entering Unmasked Estep 
Score: -9496942.000000 Penalty: 1812.320923
	Iteration 0F: 2 clusters Score -9496942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -9451851.000000 Penalty: 3624.641846
	Iteration 0F: 3 clusters Score -9451851 nChanged 33048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -9471002.000000 Penalty: 3624.641846
	Iteration 1F: 3 clusters Score -9471002 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -9471595.000000 Penalty: 3624.641846
	Iteration 2Q: 3 clusters Score -9471595 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -9472413.000000 Penalty: 3624.641846
	Iteration 3Q: 3 clusters Score -9472413 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -9473604.000000 Penalty: 3624.641846
	Iteration 4Q: 3 clusters Score -9473604 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -9475510.000000 Penalty: 3624.641846
	Iteration 5F: 3 clusters Score -9475510 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -9478322.000000 Penalty: 3624.641846
	Iteration 6F: 3 clusters Score -9478322 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -9482078.000000 Penalty: 3624.641846
	Iteration 7F: 3 clusters Score -9482078 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -9486632.000000 Penalty: 3624.641846
	Iteration 8F: 3 clusters Score -9486632 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -9491260.000000 Penalty: 3624.641846
	Iteration 9F: 3 clusters Score -9491260 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -9494266.000000 Penalty: 3624.641846
	Iteration 10Q: 3 clusters Score -9494266 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -9495226.000000 Penalty: 3624.641846
	Iteration 11Q: 3 clusters Score -9495226 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -9495657.000000 Penalty: 3624.641846
	Iteration 12Q: 3 clusters Score -9495657 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -9495805.000000 Penalty: 3624.641846
	Iteration 13Q: 3 clusters Score -9495805 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -9495904.000000 Penalty: 3624.641846
	Iteration 14Q: 3 clusters Score -9495904 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -9496010.000000 Penalty: 3624.641846
	Iteration 15Q: 3 clusters Score -9496010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -9496058.000000 Penalty: 3624.641846
	Iteration 16Q: 3 clusters Score -9496058 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -9496138.000000 Penalty: 3624.641846
	Iteration 17Q: 3 clusters Score -9496138 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -9496175.000000 Penalty: 3624.641846
	Iteration 18Q: 3 clusters Score -9496175 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -9496210.000000 Penalty: 3624.641846
	Iteration 19Q: 3 clusters Score -9496210 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -9496239.000000 Penalty: 3624.641846
	Iteration 20F: 3 clusters Score -9496239 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -9496294.000000 Penalty: 3624.641846
	Iteration 21Q: 3 clusters Score -9496294 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -9496315.000000 Penalty: 3624.641846
	Iteration 22Q: 3 clusters Score -9496315 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -9496338.000000 Penalty: 3624.641846
	Iteration 23Q: 3 clusters Score -9496338 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -9496326.000000 Penalty: 3624.641846
	Iteration 24Q: 3 clusters Score -9496326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -9496354.000000 Penalty: 3624.641846
	Iteration 25Q: 3 clusters Score -9496354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -9496356.000000 Penalty: 3624.641846
	Iteration 26Q: 3 clusters Score -9496356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -9496376.000000 Penalty: 3624.641846
	Iteration 27Q: 3 clusters Score -9496376 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -9496413.000000 Penalty: 3624.641846
	Iteration 28Q: 3 clusters Score -9496413 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -9496434.000000 Penalty: 3624.641846
	Iteration 29Q: 3 clusters Score -9496434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -9496414.000000 Penalty: 3624.641846
	Iteration 30Q: 3 clusters Score -9496414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -9496435.000000 Penalty: 3624.641846
	Iteration 31Q: 3 clusters Score -9496435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -9496424.000000 Penalty: 3624.641846
	Iteration 32Q: 3 clusters Score -9496424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -9496421.000000 Penalty: 3624.641846
	Iteration 33Q: 3 clusters Score -9496421 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -9496441.000000 Penalty: 3624.641846
	Iteration 34Q: 3 clusters Score -9496441 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -9496421.000000 Penalty: 3624.641846
	Iteration 35Q: 3 clusters Score -9496421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -9496419.000000 Penalty: 3624.641846
	Iteration 36Q: 3 clusters Score -9496419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -9496423.000000 Penalty: 3624.641846
	Iteration 37Q: 3 clusters Score -9496423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -9496437.000000 Penalty: 3624.641846
	Iteration 38Q: 3 clusters Score -9496437 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -9496453.000000 Penalty: 3624.641846
	Iteration 39Q: 3 clusters Score -9496453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -9496458.000000 Penalty: 3624.641846
	Iteration 40F: 3 clusters Score -9496458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -9496478.000000 Penalty: 3624.641846
	Iteration 41Q: 3 clusters Score -9496478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -9496494.000000 Penalty: 3624.641846
	Iteration 42Q: 3 clusters Score -9496494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -9496507.000000 Penalty: 3624.641846
	Iteration 43Q: 3 clusters Score -9496507 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -9496504.000000 Penalty: 3624.641846
	Iteration 44Q: 3 clusters Score -9496504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -9496533.000000 Penalty: 3624.641846
	Iteration 45Q: 3 clusters Score -9496533 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -9496553.000000 Penalty: 3624.641846
	Iteration 46Q: 3 clusters Score -9496553 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -9496565.000000 Penalty: 3624.641846
	Iteration 47Q: 3 clusters Score -9496565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -9496561.000000 Penalty: 3624.641846
	Iteration 48Q: 3 clusters Score -9496561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -9496567.000000 Penalty: 3624.641846
	Iteration 49Q: 3 clusters Score -9496567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -9496581.000000 Penalty: 3624.641846
	Iteration 50Q: 3 clusters Score -9496581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -9496577.000000 Penalty: 3624.641846
	Iteration 51Q: 3 clusters Score -9496577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -9496592.000000 Penalty: 3624.641846
	Iteration 52Q: 3 clusters Score -9496592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -9496600.000000 Penalty: 3624.641846
	Iteration 53Q: 3 clusters Score -9496600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -9496606.000000 Penalty: 3624.641846
	Iteration 54Q: 3 clusters Score -9496606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -9496602.000000 Penalty: 3624.641846
	Iteration 55Q: 3 clusters Score -9496602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -9496599.000000 Penalty: 3624.641846
	Iteration 56Q: 3 clusters Score -9496599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9496595.000000 Penalty: 3624.641846
	Iteration 57Q: 3 clusters Score -9496595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -9496580.000000 Penalty: 3624.641846
	Iteration 58Q: 3 clusters Score -9496580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -9496567.000000 Penalty: 3624.641846
	Iteration 59Q: 3 clusters Score -9496567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -9496555.000000 Penalty: 3624.641846
	Iteration 60F: 3 clusters Score -9496555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9496548.000000 Penalty: 3624.641846
	Iteration 61Q: 3 clusters Score -9496548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -9496562.000000 Penalty: 3624.641846
	Iteration 62Q: 3 clusters Score -9496562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -9496588.000000 Penalty: 3624.641846
	Iteration 63Q: 3 clusters Score -9496588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -9496580.000000 Penalty: 3624.641846
	Iteration 64Q: 3 clusters Score -9496580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -9496576.000000 Penalty: 3624.641846
	Iteration 65Q: 3 clusters Score -9496576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -9496566.000000 Penalty: 3624.641846
	Iteration 66Q: 3 clusters Score -9496566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -9496566.000000 Penalty: 3624.641846
	Iteration 67Q: 3 clusters Score -9496566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -9496559.000000 Penalty: 3624.641846
	Iteration 68Q: 3 clusters Score -9496559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9496539.000000 Penalty: 3624.641846
	Iteration 69Q: 3 clusters Score -9496539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -9496540.000000 Penalty: 3624.641846
	Iteration 70Q: 3 clusters Score -9496540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -9496542.000000 Penalty: 3624.641846
	Iteration 71Q: 3 clusters Score -9496542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -9496533.000000 Penalty: 3624.641846
	Iteration 72Q: 3 clusters Score -9496533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -9496531.000000 Penalty: 3624.641846
	Iteration 73Q: 3 clusters Score -9496531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -9496545.000000 Penalty: 3624.641846
	Iteration 74Q: 3 clusters Score -9496545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -9496525.000000 Penalty: 3624.641846
	Iteration 75Q: 3 clusters Score -9496525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -9496519.000000 Penalty: 3624.641846
	Iteration 76Q: 3 clusters Score -9496519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -9496522.000000 Penalty: 3624.641846
	Iteration 77Q: 3 clusters Score -9496522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -9496522.000000 Penalty: 3624.641846
	Iteration 78Q: 3 clusters Score -9496522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -9496526.000000 Penalty: 3624.641846
	Iteration 79Q: 3 clusters Score -9496526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -9496517.000000 Penalty: 3624.641846
	Iteration 80F: 3 clusters Score -9496517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -9496507.000000 Penalty: 3624.641846
	Iteration 81Q: 3 clusters Score -9496507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -9496514.000000 Penalty: 3624.641846
	Iteration 82Q: 3 clusters Score -9496514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -9496510.000000 Penalty: 3624.641846
	Iteration 83Q: 3 clusters Score -9496510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -9496511.000000 Penalty: 3624.641846
	Iteration 84Q: 3 clusters Score -9496511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -9496517.000000 Penalty: 3624.641846
	Iteration 85Q: 3 clusters Score -9496517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -9496537.000000 Penalty: 3624.641846
	Iteration 86Q: 3 clusters Score -9496537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9496539.000000 Penalty: 3624.641846
	Iteration 87Q: 3 clusters Score -9496539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -9496524.000000 Penalty: 3624.641846
	Iteration 88Q: 3 clusters Score -9496524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -9496517.000000 Penalty: 3624.641846
	Iteration 89Q: 3 clusters Score -9496517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -9496505.000000 Penalty: 3624.641846
	Iteration 90Q: 3 clusters Score -9496505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -9496511.000000 Penalty: 3624.641846
	Iteration 91Q: 3 clusters Score -9496511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -9496516.000000 Penalty: 3624.641846
	Iteration 92Q: 3 clusters Score -9496516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -9496520.000000 Penalty: 3624.641846
	Iteration 93Q: 3 clusters Score -9496520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -9496506.000000 Penalty: 3624.641846
	Iteration 94Q: 3 clusters Score -9496506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -9496511.000000 Penalty: 3624.641846
	Iteration 95Q: 3 clusters Score -9496511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -9496511.000000 Penalty: 3624.641846
	Iteration 96Q: 3 clusters Score -9496511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -9496505.000000 Penalty: 3624.641846
	Iteration 97Q: 3 clusters Score -9496505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -9496495.000000 Penalty: 3624.641846
	Iteration 98Q: 3 clusters Score -9496495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -9496494.000000 Penalty: 3624.641846
	Iteration 99Q: 3 clusters Score -9496494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -9496493.000000 Penalty: 3624.641846
	Iteration 100F: 3 clusters Score -9496493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -9496485.000000 Penalty: 3624.641846
	Iteration 101Q: 3 clusters Score -9496485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -9496488.000000 Penalty: 3624.641846
	Iteration 102Q: 3 clusters Score -9496488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -9496483.000000 Penalty: 3624.641846
	Iteration 103Q: 3 clusters Score -9496483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9496491.000000 Penalty: 3624.641846
	Iteration 104Q: 3 clusters Score -9496491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -9496487.000000 Penalty: 3624.641846
	Iteration 105Q: 3 clusters Score -9496487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -9496479.000000 Penalty: 3624.641846
	Iteration 106Q: 3 clusters Score -9496479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -9496474.000000 Penalty: 3624.641846
	Iteration 107Q: 3 clusters Score -9496474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -9496474.000000 Penalty: 3624.641846
	Iteration 108Q: 3 clusters Score -9496474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -9496479.000000 Penalty: 3624.641846
	Iteration 109Q: 3 clusters Score -9496479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -9496481.000000 Penalty: 3624.641846
	Iteration 110Q: 3 clusters Score -9496481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -9496487.000000 Penalty: 3624.641846
	Iteration 111Q: 3 clusters Score -9496487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -9496489.000000 Penalty: 3624.641846
	Iteration 112Q: 3 clusters Score -9496489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9496480.000000 Penalty: 3624.641846
	Iteration 113Q: 3 clusters Score -9496480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -9496478.000000 Penalty: 3624.641846
	Iteration 114Q: 3 clusters Score -9496478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -9496476.000000 Penalty: 3624.641846
	Iteration 115Q: 3 clusters Score -9496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -9496478.000000 Penalty: 3624.641846
	Iteration 116Q: 3 clusters Score -9496478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -9496475.000000 Penalty: 3624.641846
	Iteration 117Q: 3 clusters Score -9496475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -9496476.000000 Penalty: 3624.641846
	Iteration 118Q: 3 clusters Score -9496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -9496475.000000 Penalty: 3624.641846
	Iteration 119Q: 3 clusters Score -9496475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -9496477.000000 Penalty: 3624.641846
	Iteration 120F: 3 clusters Score -9496477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -9496476.000000 Penalty: 3624.641846
	Iteration 121Q: 3 clusters Score -9496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -9496474.000000 Penalty: 3624.641846
	Iteration 122Q: 3 clusters Score -9496474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -9496475.000000 Penalty: 3624.641846
	Iteration 123Q: 3 clusters Score -9496475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -9496474.000000 Penalty: 3624.641846
	Iteration 124Q: 3 clusters Score -9496474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -9496476.000000 Penalty: 3624.641846
	Iteration 125Q: 3 clusters Score -9496476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -9496483.000000 Penalty: 3624.641846
	Iteration 126Q: 3 clusters Score -9496483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9496480.000000 Penalty: 3624.641846
	Iteration 127Q: 3 clusters Score -9496480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -9496470.000000 Penalty: 3624.641846
	Iteration 128Q: 3 clusters Score -9496470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -9496473.000000 Penalty: 3624.641846
	Iteration 129Q: 3 clusters Score -9496473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -9496468.000000 Penalty: 3624.641846
	Iteration 130Q: 3 clusters Score -9496468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -9496468.000000 Penalty: 3624.641846
	Iteration 131F: 3 clusters Score -9496468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -175569.218750 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -175569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -173918.796875 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -173918.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -174334.593750 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -174334.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -174519.015625 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -174519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174655.437500 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -174655.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174733.781250 Penalty: 2350.403320
	Iteration 4Q: 3 clusters Score -174733.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -174774.875000 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -174774.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -174796.171875 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -174796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174811.781250 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -174811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174824.453125 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -174824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -174837.203125 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -174837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174857.484375 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -174857.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -174879.718750 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -174879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -174890.921875 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -174890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -174897.593750 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -174897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -174906.031250 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -174906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -174911.218750 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -174911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -174914.843750 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -174914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -174925.000000 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -174925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -174939.234375 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -174939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -174947.265625 Penalty: 2350.403320
	Iteration 19Q: 3 clusters Score -174947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -174949.734375 Penalty: 2350.403320
	Iteration 20F: 3 clusters Score -174949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -174952.062500 Penalty: 2350.403320
	Iteration 21Q: 3 clusters Score -174952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -174952.062500 Penalty: 2350.403320
	Iteration 22F: 3 clusters Score -174952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -5957.441406 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -5957.441 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 103 members 
Entering Unmasked Estep 
Score: -5249.537109 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -5249.537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5340.683594 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -5340.684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5350.542480 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -5350.542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5362.388184 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -5362.388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5371.378418 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -5371.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5371.378418 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -5371.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -16386.455078 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -16386.46 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 143 members 
Entering Unmasked Estep 
Score: -15597.646484 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -15597.65 nChanged 48
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: -15752.977539 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -15752.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15841.108398 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -15841.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15933.232422 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -15933.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16042.318359 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -16042.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16063.814453 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -16063.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16099.557617 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -16099.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16135.668945 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -16135.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16146.242188 Penalty: 1802.182617
	Iteration 8Q: 3 clusters Score -16146.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16148.151367 Penalty: 1802.182617
	Iteration 9Q: 3 clusters Score -16148.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16148.151367 Penalty: 1802.182617
	Iteration 10F: 3 clusters Score -16148.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -176081.234375 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -176081.2 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 732 members 
Entering Unmasked Estep 
Score: -174348.484375 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -174348.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174879.531250 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -174879.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175132.656250 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -175132.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -175243.109375 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -175243.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -175292.062500 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -175292.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -175326.031250 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -175326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -175360.750000 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -175360.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175389.312500 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -175389.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175410.078125 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -175410.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -175426.765625 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -175426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -175439.453125 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -175439.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -175460.734375 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -175460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -175473.015625 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -175473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -175482.796875 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -175482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -175485.906250 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -175485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -175486.406250 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -175486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -175486.406250 Penalty: 2384.927490
	Iteration 16F: 3 clusters Score -175486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -44822.445312 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -44822.45 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 198 members 
Entering Unmasked Estep 
Score: -43886.203125 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -43886.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44016.593750 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -44016.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44093.175781 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -44093.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44115.609375 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -44115.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44126.191406 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -44126.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44145.078125 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -44145.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44165.550781 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -44165.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44171.636719 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -44171.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44176.769531 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -44176.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44185.746094 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -44185.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44193.027344 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -44193.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44210.570312 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -44210.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44219.769531 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -44219.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44226.496094 Penalty: 1923.640503
	Iteration 13Q: 3 clusters Score -44226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44229.937500 Penalty: 1923.640503
	Iteration 14Q: 3 clusters Score -44229.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44233.257812 Penalty: 1923.640503
	Iteration 15Q: 3 clusters Score -44233.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44233.257812 Penalty: 1923.640503
	Iteration 16F: 3 clusters Score -44233.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -434132.031250 Penalty: 1313.991699
	Iteration 0F: 2 clusters Score -434132 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 1623 members 
Entering Unmasked Estep 
Score: -431239.843750 Penalty: 2627.983398
	Iteration 0F: 3 clusters Score -431239.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -431934.500000 Penalty: 2627.983398
	Iteration 1F: 3 clusters Score -431934.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -432067.062500 Penalty: 2627.983398
	Iteration 2F: 3 clusters Score -432067.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -432138.437500 Penalty: 2627.983398
	Iteration 3Q: 3 clusters Score -432138.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -432185.843750 Penalty: 2627.983398
	Iteration 4Q: 3 clusters Score -432185.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -432223.062500 Penalty: 2627.983398
	Iteration 5Q: 3 clusters Score -432223.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -432252.312500 Penalty: 2627.983398
	Iteration 6Q: 3 clusters Score -432252.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -432281.687500 Penalty: 2627.983398
	Iteration 7Q: 3 clusters Score -432281.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -432301.406250 Penalty: 2627.983398
	Iteration 8Q: 3 clusters Score -432301.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -432316.468750 Penalty: 2627.983398
	Iteration 9Q: 3 clusters Score -432316.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -432330.625000 Penalty: 2627.983398
	Iteration 10Q: 3 clusters Score -432330.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -432343.250000 Penalty: 2627.983398
	Iteration 11Q: 3 clusters Score -432343.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -432353.531250 Penalty: 2627.983398
	Iteration 12Q: 3 clusters Score -432353.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -432360.500000 Penalty: 2627.983398
	Iteration 13Q: 3 clusters Score -432360.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -432368.000000 Penalty: 2627.983398
	Iteration 14Q: 3 clusters Score -432368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -432374.312500 Penalty: 2627.983398
	Iteration 15Q: 3 clusters Score -432374.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -432381.593750 Penalty: 2627.983398
	Iteration 16Q: 3 clusters Score -432381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -432389.968750 Penalty: 2627.983398
	Iteration 17Q: 3 clusters Score -432390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -432394.718750 Penalty: 2627.983398
	Iteration 18Q: 3 clusters Score -432394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -432397.843750 Penalty: 2627.983398
	Iteration 19Q: 3 clusters Score -432397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -432399.531250 Penalty: 2627.983398
	Iteration 20F: 3 clusters Score -432399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -432401.625000 Penalty: 2627.983398
	Iteration 21Q: 3 clusters Score -432401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -432405.156250 Penalty: 2627.983398
	Iteration 22Q: 3 clusters Score -432405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -432408.906250 Penalty: 2627.983398
	Iteration 23Q: 3 clusters Score -432408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -432411.312500 Penalty: 2627.983398
	Iteration 24Q: 3 clusters Score -432411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -432413.000000 Penalty: 2627.983398
	Iteration 25Q: 3 clusters Score -432413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -432415.312500 Penalty: 2627.983398
	Iteration 26Q: 3 clusters Score -432415.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -432419.718750 Penalty: 2627.983398
	Iteration 27Q: 3 clusters Score -432419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -432424.750000 Penalty: 2627.983398
	Iteration 28Q: 3 clusters Score -432424.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -432432.500000 Penalty: 2627.983398
	Iteration 29Q: 3 clusters Score -432432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -432441.875000 Penalty: 2627.983398
	Iteration 30Q: 3 clusters Score -432441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -432452.437500 Penalty: 2627.983398
	Iteration 31Q: 3 clusters Score -432452.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -432466.000000 Penalty: 2627.983398
	Iteration 32Q: 3 clusters Score -432466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -432477.750000 Penalty: 2627.983398
	Iteration 33Q: 3 clusters Score -432477.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432493.406250 Penalty: 2627.983398
	Iteration 34Q: 3 clusters Score -432493.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432506.281250 Penalty: 2627.983398
	Iteration 35Q: 3 clusters Score -432506.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -432517.687500 Penalty: 2627.983398
	Iteration 36Q: 3 clusters Score -432517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -432533.968750 Penalty: 2627.983398
	Iteration 37Q: 3 clusters Score -432534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -432547.781250 Penalty: 2627.983398
	Iteration 38Q: 3 clusters Score -432547.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -432563.250000 Penalty: 2627.983398
	Iteration 39Q: 3 clusters Score -432563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -432574.968750 Penalty: 2627.983398
	Iteration 40F: 3 clusters Score -432575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -432587.687500 Penalty: 2627.983398
	Iteration 41Q: 3 clusters Score -432587.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -432598.906250 Penalty: 2627.983398
	Iteration 42Q: 3 clusters Score -432598.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -432608.562500 Penalty: 2627.983398
	Iteration 43Q: 3 clusters Score -432608.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -432614.187500 Penalty: 2627.983398
	Iteration 44Q: 3 clusters Score -432614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -432617.531250 Penalty: 2627.983398
	Iteration 45Q: 3 clusters Score -432617.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -432619.968750 Penalty: 2627.983398
	Iteration 46Q: 3 clusters Score -432620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -432622.937500 Penalty: 2627.983398
	Iteration 47Q: 3 clusters Score -432622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -432625.812500 Penalty: 2627.983398
	Iteration 48Q: 3 clusters Score -432625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -432626.562500 Penalty: 2627.983398
	Iteration 49Q: 3 clusters Score -432626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -432628.687500 Penalty: 2627.983398
	Iteration 50Q: 3 clusters Score -432628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -432630.375000 Penalty: 2627.983398
	Iteration 51Q: 3 clusters Score -432630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -432634.187500 Penalty: 2627.983398
	Iteration 52Q: 3 clusters Score -432634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -432637.531250 Penalty: 2627.983398
	Iteration 53Q: 3 clusters Score -432637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -432638.718750 Penalty: 2627.983398
	Iteration 54Q: 3 clusters Score -432638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -432639.781250 Penalty: 2627.983398
	Iteration 55Q: 3 clusters Score -432639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432642.437500 Penalty: 2627.983398
	Iteration 56Q: 3 clusters Score -432642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -432644.250000 Penalty: 2627.983398
	Iteration 57Q: 3 clusters Score -432644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -432644.875000 Penalty: 2627.983398
	Iteration 58Q: 3 clusters Score -432644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -432647.250000 Penalty: 2627.983398
	Iteration 59Q: 3 clusters Score -432647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -432648.218750 Penalty: 2627.983398
	Iteration 60F: 3 clusters Score -432648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -432649.906250 Penalty: 2627.983398
	Iteration 61Q: 3 clusters Score -432649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -432650.656250 Penalty: 2627.983398
	Iteration 62Q: 3 clusters Score -432650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -432651.625000 Penalty: 2627.983398
	Iteration 63Q: 3 clusters Score -432651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -432652.625000 Penalty: 2627.983398
	Iteration 64Q: 3 clusters Score -432652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -432655.687500 Penalty: 2627.983398
	Iteration 65Q: 3 clusters Score -432655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -432658.718750 Penalty: 2627.983398
	Iteration 66Q: 3 clusters Score -432658.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -432663.687500 Penalty: 2627.983398
	Iteration 67Q: 3 clusters Score -432663.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -432669.437500 Penalty: 2627.983398
	Iteration 68Q: 3 clusters Score -432669.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -432676.093750 Penalty: 2627.983398
	Iteration 69Q: 3 clusters Score -432676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -432681.750000 Penalty: 2627.983398
	Iteration 70Q: 3 clusters Score -432681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -432689.218750 Penalty: 2627.983398
	Iteration 71Q: 3 clusters Score -432689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -432697.468750 Penalty: 2627.983398
	Iteration 72Q: 3 clusters Score -432697.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -432708.062500 Penalty: 2627.983398
	Iteration 73Q: 3 clusters Score -432708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -432724.187500 Penalty: 2627.983398
	Iteration 74Q: 3 clusters Score -432724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -432735.187500 Penalty: 2627.983398
	Iteration 75Q: 3 clusters Score -432735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -432749.437500 Penalty: 2627.983398
	Iteration 76Q: 3 clusters Score -432749.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -432760.250000 Penalty: 2627.983398
	Iteration 77Q: 3 clusters Score -432760.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -432771.156250 Penalty: 2627.983398
	Iteration 78Q: 3 clusters Score -432771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -432780.687500 Penalty: 2627.983398
	Iteration 79Q: 3 clusters Score -432780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -432793.781250 Penalty: 2627.983398
	Iteration 80F: 3 clusters Score -432793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -432806.656250 Penalty: 2627.983398
	Iteration 81Q: 3 clusters Score -432806.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -432825.812500 Penalty: 2627.983398
	Iteration 82Q: 3 clusters Score -432825.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -432851.687500 Penalty: 2627.983398
	Iteration 83Q: 3 clusters Score -432851.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -432880.000000 Penalty: 2627.983398
	Iteration 84Q: 3 clusters Score -432880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -432900.718750 Penalty: 2627.983398
	Iteration 85Q: 3 clusters Score -432900.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -432922.343750 Penalty: 2627.983398
	Iteration 86Q: 3 clusters Score -432922.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -432932.843750 Penalty: 2627.983398
	Iteration 87Q: 3 clusters Score -432932.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -432943.687500 Penalty: 2627.983398
	Iteration 88Q: 3 clusters Score -432943.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -432953.968750 Penalty: 2627.983398
	Iteration 89Q: 3 clusters Score -432954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -432964.062500 Penalty: 2627.983398
	Iteration 90Q: 3 clusters Score -432964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -432972.343750 Penalty: 2627.983398
	Iteration 91Q: 3 clusters Score -432972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -432977.000000 Penalty: 2627.983398
	Iteration 92Q: 3 clusters Score -432977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -432983.875000 Penalty: 2627.983398
	Iteration 93Q: 3 clusters Score -432983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -432987.125000 Penalty: 2627.983398
	Iteration 94Q: 3 clusters Score -432987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -432991.312500 Penalty: 2627.983398
	Iteration 95Q: 3 clusters Score -432991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -432994.156250 Penalty: 2627.983398
	Iteration 96Q: 3 clusters Score -432994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -432997.468750 Penalty: 2627.983398
	Iteration 97Q: 3 clusters Score -432997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -432998.000000 Penalty: 2627.983398
	Iteration 98Q: 3 clusters Score -432998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -433001.437500 Penalty: 2627.983398
	Iteration 99Q: 3 clusters Score -433001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -433003.687500 Penalty: 2627.983398
	Iteration 100F: 3 clusters Score -433003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -433008.312500 Penalty: 2627.983398
	Iteration 101Q: 3 clusters Score -433008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -433015.062500 Penalty: 2627.983398
	Iteration 102Q: 3 clusters Score -433015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -433022.625000 Penalty: 2627.983398
	Iteration 103Q: 3 clusters Score -433022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -433027.062500 Penalty: 2627.983398
	Iteration 104Q: 3 clusters Score -433027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -433032.968750 Penalty: 2627.983398
	Iteration 105Q: 3 clusters Score -433033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433035.750000 Penalty: 2627.983398
	Iteration 106Q: 3 clusters Score -433035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -433035.625000 Penalty: 2627.983398
	Iteration 107Q: 3 clusters Score -433035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -433037.062500 Penalty: 2627.983398
	Iteration 108Q: 3 clusters Score -433037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433036.218750 Penalty: 2627.983398
	Iteration 109Q: 3 clusters Score -433036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433036.218750 Penalty: 2627.983398
	Iteration 110F: 3 clusters Score -433036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -109444.562500 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -109444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108200.656250 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -108200.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108448.000000 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -108448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108508.187500 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -108508.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108535.164062 Penalty: 2164.270508
	Iteration 3Q: 3 clusters Score -108535.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -108557.085938 Penalty: 2164.270508
	Iteration 4Q: 3 clusters Score -108557.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108569.554688 Penalty: 2164.270508
	Iteration 5Q: 3 clusters Score -108569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108573.671875 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -108573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108574.804688 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -108574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108574.804688 Penalty: 2164.270508
	Iteration 8F: 3 clusters Score -108574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100013.656250 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -100013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98752.195312 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -98752.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98960.500000 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -98960.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99082.687500 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -99082.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99131.460938 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -99131.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99176.000000 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -99176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99232.585938 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -99232.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99277.781250 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -99277.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99310.750000 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -99310.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99328.625000 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -99328.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99347.773438 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -99347.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99358.687500 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -99358.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99370.539062 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -99370.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99375.289062 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -99375.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99376.625000 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -99376.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99378.914062 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -99378.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99380.593750 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -99380.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99380.593750 Penalty: 2170.461182
	Iteration 16F: 3 clusters Score -99380.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -624543.687500 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -624543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -620705.562500 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -620705.6 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -621965.375000 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -621965.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -622306.437500 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -622306.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -622507.312500 Penalty: 2752.782959
	Iteration 3F: 3 clusters Score -622507.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -622657.937500 Penalty: 2752.782959
	Iteration 4Q: 3 clusters Score -622657.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -622798.750000 Penalty: 2752.782959
	Iteration 5Q: 3 clusters Score -622798.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -622932.375000 Penalty: 2752.782959
	Iteration 6Q: 3 clusters Score -622932.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -623080.500000 Penalty: 2752.782959
	Iteration 7Q: 3 clusters Score -623080.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -623238.250000 Penalty: 2752.782959
	Iteration 8Q: 3 clusters Score -623238.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -623416.375000 Penalty: 2752.782959
	Iteration 9Q: 3 clusters Score -623416.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -623548.500000 Penalty: 2752.782959
	Iteration 10Q: 3 clusters Score -623548.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -623635.437500 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -623635.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -623730.375000 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -623730.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -623828.750000 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -623828.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -623886.250000 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -623886.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -623922.875000 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -623922.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -623945.312500 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -623945.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -623955.125000 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -623955.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -623958.375000 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -623958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -623960.937500 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -623960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -623962.312500 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -623962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -623964.000000 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -623964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -623964.812500 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -623964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -623964.312500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -623964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -623967.437500 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -623967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -623967.437500 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -623967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -623970.062500 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -623970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -623970.250000 Penalty: 2752.782959
	Iteration 27Q: 3 clusters Score -623970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -623971.500000 Penalty: 2752.782959
	Iteration 28Q: 3 clusters Score -623971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -623972.062500 Penalty: 2752.782959
	Iteration 29Q: 3 clusters Score -623972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -623972.500000 Penalty: 2752.782959
	Iteration 30Q: 3 clusters Score -623972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -623974.125000 Penalty: 2752.782959
	Iteration 31Q: 3 clusters Score -623974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -623973.937500 Penalty: 2752.782959
	Iteration 32Q: 3 clusters Score -623973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -623973.937500 Penalty: 2752.782959
	Iteration 33F: 3 clusters Score -623973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -627130.562500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -627130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -623408.437500 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -623408.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -624491.062500 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -624491.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -624675.687500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -624675.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -624796.062500 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -624796.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -624873.812500 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -624873.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -624932.000000 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -624932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -624983.437500 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -624983.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -625029.500000 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -625029.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -625070.687500 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -625070.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625105.750000 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -625105.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -625128.812500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -625128.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -625145.250000 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -625145.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -625156.687500 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -625156.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -625166.500000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -625166.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -625177.687500 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -625177.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -625185.750000 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -625185.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -625193.750000 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -625193.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -625207.437500 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -625207.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -625219.750000 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -625219.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -625233.750000 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -625233.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -625242.500000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -625242.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -625252.000000 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -625252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -625260.812500 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -625260.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -625271.250000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -625271.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -625281.687500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -625281.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -625295.937500 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -625295.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -625309.937500 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -625309.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -625321.312500 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -625321.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -625331.937500 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -625331.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -625341.562500 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -625341.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -625352.125000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -625352.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -625364.812500 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -625364.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -625376.312500 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -625376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -625385.812500 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -625385.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -625392.687500 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -625392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -625398.875000 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -625398.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -625404.500000 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -625404.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -625410.250000 Penalty: 2744.152588
	Iteration 37Q: 3 clusters Score -625410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -625414.750000 Penalty: 2744.152588
	Iteration 38Q: 3 clusters Score -625414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -625416.312500 Penalty: 2744.152588
	Iteration 39Q: 3 clusters Score -625416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -625417.937500 Penalty: 2744.152588
	Iteration 40F: 3 clusters Score -625417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -625422.625000 Penalty: 2744.152588
	Iteration 41Q: 3 clusters Score -625422.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -625426.187500 Penalty: 2744.152588
	Iteration 42Q: 3 clusters Score -625426.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -625429.562500 Penalty: 2744.152588
	Iteration 43Q: 3 clusters Score -625429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -625434.250000 Penalty: 2744.152588
	Iteration 44Q: 3 clusters Score -625434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -625438.625000 Penalty: 2744.152588
	Iteration 45Q: 3 clusters Score -625438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -625443.312500 Penalty: 2744.152588
	Iteration 46Q: 3 clusters Score -625443.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -625447.125000 Penalty: 2744.152588
	Iteration 47Q: 3 clusters Score -625447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -625450.562500 Penalty: 2744.152588
	Iteration 48Q: 3 clusters Score -625450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -625452.812500 Penalty: 2744.152588
	Iteration 49Q: 3 clusters Score -625452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -625455.187500 Penalty: 2744.152588
	Iteration 50Q: 3 clusters Score -625455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -625457.375000 Penalty: 2744.152588
	Iteration 51Q: 3 clusters Score -625457.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -625461.125000 Penalty: 2744.152588
	Iteration 52Q: 3 clusters Score -625461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -625464.687500 Penalty: 2744.152588
	Iteration 53Q: 3 clusters Score -625464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -625470.750000 Penalty: 2744.152588
	Iteration 54Q: 3 clusters Score -625470.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -625475.125000 Penalty: 2744.152588
	Iteration 55Q: 3 clusters Score -625475.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -625479.562500 Penalty: 2744.152588
	Iteration 56Q: 3 clusters Score -625479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -625484.562500 Penalty: 2744.152588
	Iteration 57Q: 3 clusters Score -625484.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -625491.937500 Penalty: 2744.152588
	Iteration 58Q: 3 clusters Score -625491.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -625502.125000 Penalty: 2744.152588
	Iteration 59Q: 3 clusters Score -625502.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -625513.500000 Penalty: 2744.152588
	Iteration 60F: 3 clusters Score -625513.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -625524.000000 Penalty: 2744.152588
	Iteration 61Q: 3 clusters Score -625524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -625535.937500 Penalty: 2744.152588
	Iteration 62Q: 3 clusters Score -625535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -625547.125000 Penalty: 2744.152588
	Iteration 63Q: 3 clusters Score -625547.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -625559.500000 Penalty: 2744.152588
	Iteration 64Q: 3 clusters Score -625559.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -625568.500000 Penalty: 2744.152588
	Iteration 65Q: 3 clusters Score -625568.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -625575.250000 Penalty: 2744.152588
	Iteration 66Q: 3 clusters Score -625575.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -625587.375000 Penalty: 2744.152588
	Iteration 67Q: 3 clusters Score -625587.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -625596.437500 Penalty: 2744.152588
	Iteration 68Q: 3 clusters Score -625596.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -625608.812500 Penalty: 2744.152588
	Iteration 69Q: 3 clusters Score -625608.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -625617.687500 Penalty: 2744.152588
	Iteration 70Q: 3 clusters Score -625617.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -625625.625000 Penalty: 2744.152588
	Iteration 71Q: 3 clusters Score -625625.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -625635.562500 Penalty: 2744.152588
	Iteration 72Q: 3 clusters Score -625635.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -625641.250000 Penalty: 2744.152588
	Iteration 73Q: 3 clusters Score -625641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -625646.812500 Penalty: 2744.152588
	Iteration 74Q: 3 clusters Score -625646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -625651.687500 Penalty: 2744.152588
	Iteration 75Q: 3 clusters Score -625651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -625657.750000 Penalty: 2744.152588
	Iteration 76Q: 3 clusters Score -625657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -625663.187500 Penalty: 2744.152588
	Iteration 77Q: 3 clusters Score -625663.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -625668.625000 Penalty: 2744.152588
	Iteration 78Q: 3 clusters Score -625668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -625672.562500 Penalty: 2744.152588
	Iteration 79Q: 3 clusters Score -625672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -625674.875000 Penalty: 2744.152588
	Iteration 80F: 3 clusters Score -625674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -625677.437500 Penalty: 2744.152588
	Iteration 81Q: 3 clusters Score -625677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -625679.750000 Penalty: 2744.152588
	Iteration 82Q: 3 clusters Score -625679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -625681.000000 Penalty: 2744.152588
	Iteration 83Q: 3 clusters Score -625681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -625683.687500 Penalty: 2744.152588
	Iteration 84Q: 3 clusters Score -625683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -625685.500000 Penalty: 2744.152588
	Iteration 85Q: 3 clusters Score -625685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -625688.250000 Penalty: 2744.152588
	Iteration 86Q: 3 clusters Score -625688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -625693.812500 Penalty: 2744.152588
	Iteration 87Q: 3 clusters Score -625693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -625700.250000 Penalty: 2744.152588
	Iteration 88Q: 3 clusters Score -625700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -625700.937500 Penalty: 2744.152588
	Iteration 89Q: 3 clusters Score -625700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -625705.875000 Penalty: 2744.152588
	Iteration 90Q: 3 clusters Score -625705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -625706.875000 Penalty: 2744.152588
	Iteration 91Q: 3 clusters Score -625706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -625710.062500 Penalty: 2744.152588
	Iteration 92Q: 3 clusters Score -625710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -625711.812500 Penalty: 2744.152588
	Iteration 93Q: 3 clusters Score -625711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -625711.812500 Penalty: 2744.152588
	Iteration 94F: 3 clusters Score -625711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -20817.683594 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -20817.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20157.943359 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -20157.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20304.916016 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -20304.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20380.505859 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -20380.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20444.238281 Penalty: 1743.942139
	Iteration 3F: 3 clusters Score -20444.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20486.566406 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -20486.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20511.552734 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -20511.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20522.433594 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -20522.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20524.103516 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -20524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20524.103516 Penalty: 1743.942139
	Iteration 8F: 3 clusters Score -20524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -63719.382812 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -63719.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62740.175781 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -62740.18 nChanged 122
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: -63006.980469 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -63006.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63106.406250 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -63106.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63209.183594 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -63209.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63314.703125 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -63314.7 nChanged 14
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: -63380.671875 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -63380.67 nChanged 9
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: -63408.839844 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -63408.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63423.152344 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -63423.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63429.664062 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -63429.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63433.480469 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -63433.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63446.437500 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -63446.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63448.441406 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -63448.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63449.000000 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -63449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63449.000000 Penalty: 2009.177612
	Iteration 13F: 3 clusters Score -63449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -57923.898438 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -57923.9 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 233 members 
Entering Unmasked Estep 
Score: -56895.312500 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -56895.31 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57067.312500 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -57067.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57181.238281 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -57181.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57275.375000 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -57275.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57347.988281 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -57347.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57403.511719 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -57403.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57433.792969 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -57433.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57462.343750 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -57462.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57502.828125 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -57502.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57655.058594 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -57655.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57841.468750 Penalty: 1996.860352
	Iteration 10F: 3 clusters Score -57841.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57982.003906 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -57982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58077.847656 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -58077.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58135.703125 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -58135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58158.183594 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -58158.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58166.464844 Penalty: 1996.860352
	Iteration 15Q: 3 clusters Score -58166.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58182.632812 Penalty: 1996.860352
	Iteration 16Q: 3 clusters Score -58182.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58182.632812 Penalty: 1996.860352
	Iteration 17F: 3 clusters Score -58182.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69755 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 225 members 
Mstep: Class 59 contains 241 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68992416.000000 Penalty: 149945.484375
Splitting cluster 58 changes total score from -68993240.000000 to -68992416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (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: -52719.187500 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -52719.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51880.398438 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -51880.4 nChanged 67
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: -51985.703125 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -51985.7 nChanged 10
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: -52002.765625 Penalty: 1841.588623
	Iteration 2Q: 3 clusters Score -52002.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52022.640625 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -52022.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52032.378906 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -52032.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52041.218750 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -52041.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52047.324219 Penalty: 1841.588623
	Iteration 6Q: 3 clusters Score -52047.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52056.367188 Penalty: 1841.588623
	Iteration 7Q: 3 clusters Score -52056.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52056.367188 Penalty: 1841.588623
	Iteration 8F: 3 clusters Score -52056.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -635244.875000 Penalty: 1372.216187
	Iteration 0F: 2 clusters Score -635244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -631496.437500 Penalty: 2744.432373
	Iteration 0F: 3 clusters Score -631496.4 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -632564.250000 Penalty: 2744.432373
	Iteration 1F: 3 clusters Score -632564.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -632765.000000 Penalty: 2744.432373
	Iteration 2F: 3 clusters Score -632765 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -632958.437500 Penalty: 2744.432373
	Iteration 3F: 3 clusters Score -632958.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -633126.750000 Penalty: 2744.432373
	Iteration 4F: 3 clusters Score -633126.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -633290.625000 Penalty: 2744.432373
	Iteration 5F: 3 clusters Score -633290.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -633427.687500 Penalty: 2744.432373
	Iteration 6Q: 3 clusters Score -633427.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -633567.375000 Penalty: 2744.432373
	Iteration 7Q: 3 clusters Score -633567.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -633704.187500 Penalty: 2744.432373
	Iteration 8Q: 3 clusters Score -633704.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -633820.750000 Penalty: 2744.432373
	Iteration 9Q: 3 clusters Score -633820.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -633930.812500 Penalty: 2744.432373
	Iteration 10Q: 3 clusters Score -633930.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -634030.562500 Penalty: 2744.432373
	Iteration 11Q: 3 clusters Score -634030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -634124.250000 Penalty: 2744.432373
	Iteration 12Q: 3 clusters Score -634124.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -634186.937500 Penalty: 2744.432373
	Iteration 13Q: 3 clusters Score -634186.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -634213.375000 Penalty: 2744.432373
	Iteration 14Q: 3 clusters Score -634213.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -634228.437500 Penalty: 2744.432373
	Iteration 15Q: 3 clusters Score -634228.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -634238.125000 Penalty: 2744.432373
	Iteration 16Q: 3 clusters Score -634238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -634244.937500 Penalty: 2744.432373
	Iteration 17Q: 3 clusters Score -634244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -634250.125000 Penalty: 2744.432373
	Iteration 18Q: 3 clusters Score -634250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -634254.187500 Penalty: 2744.432373
	Iteration 19Q: 3 clusters Score -634254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -634256.937500 Penalty: 2744.432373
	Iteration 20F: 3 clusters Score -634256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -634260.437500 Penalty: 2744.432373
	Iteration 21Q: 3 clusters Score -634260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -634260.187500 Penalty: 2744.432373
	Iteration 22Q: 3 clusters Score -634260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -634262.687500 Penalty: 2744.432373
	Iteration 23Q: 3 clusters Score -634262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -634265.125000 Penalty: 2744.432373
	Iteration 24Q: 3 clusters Score -634265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -634265.125000 Penalty: 2744.432373
	Iteration 25F: 3 clusters Score -634265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -188405.656250 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -188405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -186626.734375 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -186626.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -186976.281250 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -186976.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187072.296875 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -187072.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187146.781250 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -187146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -187194.421875 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -187194.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187247.187500 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -187247.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187281.171875 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -187281.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -187299.671875 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -187299.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -187313.640625 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -187313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -187328.593750 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -187328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -187344.015625 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -187344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -187364.156250 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -187364.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -187380.937500 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -187380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187393.921875 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -187393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -187402.812500 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -187402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187410.031250 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -187410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -187417.078125 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -187417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187423.625000 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -187423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187427.250000 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -187427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187429.515625 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -187429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187433.593750 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -187433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187435.750000 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -187435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187437.328125 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -187437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187437.328125 Penalty: 2366.450195
	Iteration 23F: 3 clusters Score -187437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -433859.656250 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -433859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -430919.000000 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -430919 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -431718.375000 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -431718.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431983.281250 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -431983.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -432198.656250 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -432198.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432396.218750 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -432396.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -432594.187500 Penalty: 2639.963623
	Iteration 5F: 3 clusters Score -432594.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -432767.250000 Penalty: 2639.963623
	Iteration 6F: 3 clusters Score -432767.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -432895.218750 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -432895.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -432977.218750 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -432977.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -433067.343750 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -433067.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -433138.531250 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -433138.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -433210.437500 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -433210.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -433268.625000 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -433268.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -433299.500000 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -433299.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -433326.437500 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -433326.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -433360.031250 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -433360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -433381.718750 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -433381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -433386.906250 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -433386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -433392.250000 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -433392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -433396.656250 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -433396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -433398.125000 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -433398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -433398.750000 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -433398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433399.343750 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -433399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -433400.093750 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -433400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433400.718750 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -433400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433401.562500 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -433401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433401.562500 Penalty: 2639.963623
	Iteration 26F: 3 clusters Score -433401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -253464.312500 Penalty: 1226.468994
	Iteration 0F: 2 clusters Score -253464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251439.656250 Penalty: 2452.937988
	Iteration 0F: 3 clusters Score -251439.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251846.593750 Penalty: 2452.937988
	Iteration 1F: 3 clusters Score -251846.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251943.921875 Penalty: 2452.937988
	Iteration 2F: 3 clusters Score -251943.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -251998.015625 Penalty: 2452.937988
	Iteration 3Q: 3 clusters Score -251998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -252037.296875 Penalty: 2452.937988
	Iteration 4Q: 3 clusters Score -252037.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252073.703125 Penalty: 2452.937988
	Iteration 5Q: 3 clusters Score -252073.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -252120.062500 Penalty: 2452.937988
	Iteration 6Q: 3 clusters Score -252120.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252151.609375 Penalty: 2452.937988
	Iteration 7Q: 3 clusters Score -252151.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -252186.359375 Penalty: 2452.937988
	Iteration 8Q: 3 clusters Score -252186.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252220.046875 Penalty: 2452.937988
	Iteration 9Q: 3 clusters Score -252220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252254.718750 Penalty: 2452.937988
	Iteration 10Q: 3 clusters Score -252254.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252293.875000 Penalty: 2452.937988
	Iteration 11Q: 3 clusters Score -252293.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -252324.796875 Penalty: 2452.937988
	Iteration 12Q: 3 clusters Score -252324.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252350.953125 Penalty: 2452.937988
	Iteration 13Q: 3 clusters Score -252351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -252377.437500 Penalty: 2452.937988
	Iteration 14Q: 3 clusters Score -252377.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252398.578125 Penalty: 2452.937988
	Iteration 15Q: 3 clusters Score -252398.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -252421.296875 Penalty: 2452.937988
	Iteration 16Q: 3 clusters Score -252421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252432.906250 Penalty: 2452.937988
	Iteration 17Q: 3 clusters Score -252432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -252442.250000 Penalty: 2452.937988
	Iteration 18Q: 3 clusters Score -252442.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252453.250000 Penalty: 2452.937988
	Iteration 19Q: 3 clusters Score -252453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -252459.187500 Penalty: 2452.937988
	Iteration 20F: 3 clusters Score -252459.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252465.109375 Penalty: 2452.937988
	Iteration 21Q: 3 clusters Score -252465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -252470.515625 Penalty: 2452.937988
	Iteration 22Q: 3 clusters Score -252470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -252471.812500 Penalty: 2452.937988
	Iteration 23Q: 3 clusters Score -252471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -252472.734375 Penalty: 2452.937988
	Iteration 24Q: 3 clusters Score -252472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -252475.093750 Penalty: 2452.937988
	Iteration 25Q: 3 clusters Score -252475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -252477.718750 Penalty: 2452.937988
	Iteration 26Q: 3 clusters Score -252477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -252481.187500 Penalty: 2452.937988
	Iteration 27Q: 3 clusters Score -252481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252484.625000 Penalty: 2452.937988
	Iteration 28Q: 3 clusters Score -252484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -252487.250000 Penalty: 2452.937988
	Iteration 29Q: 3 clusters Score -252487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -252488.968750 Penalty: 2452.937988
	Iteration 30Q: 3 clusters Score -252489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252491.234375 Penalty: 2452.937988
	Iteration 31Q: 3 clusters Score -252491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252493.109375 Penalty: 2452.937988
	Iteration 32Q: 3 clusters Score -252493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -252498.156250 Penalty: 2452.937988
	Iteration 33Q: 3 clusters Score -252498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -252501.640625 Penalty: 2452.937988
	Iteration 34Q: 3 clusters Score -252501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -252504.906250 Penalty: 2452.937988
	Iteration 35Q: 3 clusters Score -252504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252509.031250 Penalty: 2452.937988
	Iteration 36Q: 3 clusters Score -252509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252514.515625 Penalty: 2452.937988
	Iteration 37Q: 3 clusters Score -252514.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252521.812500 Penalty: 2452.937988
	Iteration 38Q: 3 clusters Score -252521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -252528.953125 Penalty: 2452.937988
	Iteration 39Q: 3 clusters Score -252529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -252533.937500 Penalty: 2452.937988
	Iteration 40F: 3 clusters Score -252533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252535.750000 Penalty: 2452.937988
	Iteration 41Q: 3 clusters Score -252535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -252537.703125 Penalty: 2452.937988
	Iteration 42Q: 3 clusters Score -252537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252538.718750 Penalty: 2452.937988
	Iteration 43Q: 3 clusters Score -252538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -252539.140625 Penalty: 2452.937988
	Iteration 44Q: 3 clusters Score -252539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252540.609375 Penalty: 2452.937988
	Iteration 45Q: 3 clusters Score -252540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252543.203125 Penalty: 2452.937988
	Iteration 46Q: 3 clusters Score -252543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -252545.671875 Penalty: 2452.937988
	Iteration 47Q: 3 clusters Score -252545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252546.046875 Penalty: 2452.937988
	Iteration 48Q: 3 clusters Score -252546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252546.046875 Penalty: 2452.937988
	Iteration 49F: 3 clusters Score -252546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -205656.031250 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -205656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203747.812500 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -203747.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204269.125000 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -204269.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -204457.828125 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -204457.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204552.921875 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -204552.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -204625.390625 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -204625.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204684.812500 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -204684.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -204728.281250 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -204728.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204770.937500 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -204770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204818.187500 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -204818.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204862.156250 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -204862.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -204927.328125 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -204927.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -204987.593750 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -204987.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -205036.171875 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -205036.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -205081.437500 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -205081.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -205122.859375 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -205122.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -205154.953125 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -205155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -205171.484375 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -205171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -205180.171875 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -205180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205184.593750 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -205184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205187.921875 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -205187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -205189.421875 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -205189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -205191.296875 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -205191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205191.578125 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -205191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205191.906250 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -205191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205191.906250 Penalty: 2424.285156
	Iteration 24F: 3 clusters Score -205191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -15271.150391 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -15271.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14391.721680 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -14391.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14529.238281 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -14529.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14593.439453 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -14593.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14625.093750 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -14625.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14647.780273 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -14647.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14669.899414 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -14669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14672.543945 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -14672.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14674.595703 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -14674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14678.620117 Penalty: 1894.407349
	Iteration 8Q: 3 clusters Score -14678.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14680.589844 Penalty: 1894.407349
	Iteration 9Q: 3 clusters Score -14680.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14681.288086 Penalty: 1894.407349
	Iteration 10Q: 3 clusters Score -14681.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14681.709961 Penalty: 1894.407349
	Iteration 11Q: 3 clusters Score -14681.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14681.709961 Penalty: 1894.407349
	Iteration 12F: 3 clusters Score -14681.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -162111.671875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -162111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160485.250000 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -160485.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160791.093750 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -160791.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -160864.984375 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -160865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160908.250000 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -160908.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160938.937500 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -160938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160959.421875 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -160959.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160971.984375 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -160972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -160981.062500 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -160981.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160994.937500 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -160994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161002.578125 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -161002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161006.265625 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -161006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161008.593750 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -161008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -161013.343750 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -161013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161015.828125 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -161015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161017.562500 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -161017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161019.468750 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -161019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161020.234375 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -161020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161021.046875 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -161021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161023.484375 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -161023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -161027.984375 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -161028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161028.234375 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -161028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161029.640625 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -161029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161029.765625 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -161029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161031.312500 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -161031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161032.703125 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -161032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161036.406250 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -161036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161040.718750 Penalty: 2331.536377
	Iteration 26Q: 3 clusters Score -161040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161042.984375 Penalty: 2331.536377
	Iteration 27Q: 3 clusters Score -161043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161045.140625 Penalty: 2331.536377
	Iteration 28Q: 3 clusters Score -161045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161048.687500 Penalty: 2331.536377
	Iteration 29Q: 3 clusters Score -161048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161050.484375 Penalty: 2331.536377
	Iteration 30Q: 3 clusters Score -161050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161051.312500 Penalty: 2331.536377
	Iteration 31Q: 3 clusters Score -161051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161051.312500 Penalty: 2331.536377
	Iteration 32F: 3 clusters Score -161051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (20946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Entering Unmasked Estep 
Score: -2699437.500000 Penalty: 1616.826782
	Iteration 0F: 2 clusters Score -2699438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2685119.750000 Penalty: 3233.653564
	Iteration 0F: 3 clusters Score -2685120 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2690604.750000 Penalty: 3233.653564
	Iteration 1F: 3 clusters Score -2690605 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2691174.000000 Penalty: 3233.653564
	Iteration 2F: 3 clusters Score -2691174 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2691686.500000 Penalty: 3233.653564
	Iteration 3F: 3 clusters Score -2691686 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2692203.500000 Penalty: 3233.653564
	Iteration 4F: 3 clusters Score -2692204 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2692835.250000 Penalty: 3233.653564
	Iteration 5F: 3 clusters Score -2692835 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2693580.000000 Penalty: 3233.653564
	Iteration 6F: 3 clusters Score -2693580 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2694438.250000 Penalty: 3233.653564
	Iteration 7F: 3 clusters Score -2694438 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2695152.000000 Penalty: 3233.653564
	Iteration 8F: 3 clusters Score -2695152 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2695711.000000 Penalty: 3233.653564
	Iteration 9Q: 3 clusters Score -2695711 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2696123.750000 Penalty: 3233.653564
	Iteration 10Q: 3 clusters Score -2696124 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2696458.500000 Penalty: 3233.653564
	Iteration 11Q: 3 clusters Score -2696458 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2696717.000000 Penalty: 3233.653564
	Iteration 12Q: 3 clusters Score -2696717 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2696892.250000 Penalty: 3233.653564
	Iteration 13Q: 3 clusters Score -2696892 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2697011.250000 Penalty: 3233.653564
	Iteration 14Q: 3 clusters Score -2697011 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2697095.750000 Penalty: 3233.653564
	Iteration 15Q: 3 clusters Score -2697096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2697128.500000 Penalty: 3233.653564
	Iteration 16Q: 3 clusters Score -2697128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2697168.750000 Penalty: 3233.653564
	Iteration 17Q: 3 clusters Score -2697169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2697194.250000 Penalty: 3233.653564
	Iteration 18Q: 3 clusters Score -2697194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2697231.500000 Penalty: 3233.653564
	Iteration 19Q: 3 clusters Score -2697232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2697260.250000 Penalty: 3233.653564
	Iteration 20F: 3 clusters Score -2697260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2697272.250000 Penalty: 3233.653564
	Iteration 21Q: 3 clusters Score -2697272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2697287.500000 Penalty: 3233.653564
	Iteration 22Q: 3 clusters Score -2697288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2697300.000000 Penalty: 3233.653564
	Iteration 23Q: 3 clusters Score -2697300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2697320.750000 Penalty: 3233.653564
	Iteration 24Q: 3 clusters Score -2697321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2697335.250000 Penalty: 3233.653564
	Iteration 25Q: 3 clusters Score -2697335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2697349.750000 Penalty: 3233.653564
	Iteration 26Q: 3 clusters Score -2697350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2697370.750000 Penalty: 3233.653564
	Iteration 27Q: 3 clusters Score -2697371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2697393.750000 Penalty: 3233.653564
	Iteration 28Q: 3 clusters Score -2697394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2697416.500000 Penalty: 3233.653564
	Iteration 29Q: 3 clusters Score -2697416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2697436.000000 Penalty: 3233.653564
	Iteration 30Q: 3 clusters Score -2697436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2697450.000000 Penalty: 3233.653564
	Iteration 31Q: 3 clusters Score -2697450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2697464.250000 Penalty: 3233.653564
	Iteration 32Q: 3 clusters Score -2697464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2697469.750000 Penalty: 3233.653564
	Iteration 33Q: 3 clusters Score -2697470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2697485.750000 Penalty: 3233.653564
	Iteration 34Q: 3 clusters Score -2697486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2697493.000000 Penalty: 3233.653564
	Iteration 35Q: 3 clusters Score -2697493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2697510.000000 Penalty: 3233.653564
	Iteration 36Q: 3 clusters Score -2697510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2697526.750000 Penalty: 3233.653564
	Iteration 37Q: 3 clusters Score -2697527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2697556.750000 Penalty: 3233.653564
	Iteration 38Q: 3 clusters Score -2697557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2697573.250000 Penalty: 3233.653564
	Iteration 39Q: 3 clusters Score -2697573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2697610.750000 Penalty: 3233.653564
	Iteration 40F: 3 clusters Score -2697611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2697645.750000 Penalty: 3233.653564
	Iteration 41Q: 3 clusters Score -2697646 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2697663.500000 Penalty: 3233.653564
	Iteration 42Q: 3 clusters Score -2697664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2697681.000000 Penalty: 3233.653564
	Iteration 43Q: 3 clusters Score -2697681 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2697711.750000 Penalty: 3233.653564
	Iteration 44Q: 3 clusters Score -2697712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2697734.000000 Penalty: 3233.653564
	Iteration 45Q: 3 clusters Score -2697734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2697755.750000 Penalty: 3233.653564
	Iteration 46Q: 3 clusters Score -2697756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2697781.750000 Penalty: 3233.653564
	Iteration 47Q: 3 clusters Score -2697782 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2697800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2697809.750000 Penalty: 3233.653564
	Iteration 49Q: 3 clusters Score -2697810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2697838.750000 Penalty: 3233.653564
	Iteration 50Q: 3 clusters Score -2697839 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2697857.750000 Penalty: 3233.653564
	Iteration 51Q: 3 clusters Score -2697858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2697876.750000 Penalty: 3233.653564
	Iteration 52Q: 3 clusters Score -2697877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2697881.000000 Penalty: 3233.653564
	Iteration 53Q: 3 clusters Score -2697881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2697888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2697907.000000 Penalty: 3233.653564
	Iteration 55Q: 3 clusters Score -2697907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2697917.750000 Penalty: 3233.653564
	Iteration 56Q: 3 clusters Score -2697918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2697923.750000 Penalty: 3233.653564
	Iteration 57Q: 3 clusters Score -2697924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2697925.750000 Penalty: 3233.653564
	Iteration 58Q: 3 clusters Score -2697926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2697931.750000 Penalty: 3233.653564
	Iteration 59Q: 3 clusters Score -2697932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2697932.500000 Penalty: 3233.653564
	Iteration 60F: 3 clusters Score -2697932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2697942.000000 Penalty: 3233.653564
	Iteration 61Q: 3 clusters Score -2697942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2697945.500000 Penalty: 3233.653564
	Iteration 62Q: 3 clusters Score -2697946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2697942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2697943.000000 Penalty: 3233.653564
	Iteration 64Q: 3 clusters Score -2697943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2697948.250000 Penalty: 3233.653564
	Iteration 65Q: 3 clusters Score -2697948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2697945.250000 Penalty: 3233.653564
	Iteration 66Q: 3 clusters Score -2697945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2697947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2697949.000000 Penalty: 3233.653564
	Iteration 68Q: 3 clusters Score -2697949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2697961.000000 Penalty: 3233.653564
	Iteration 69Q: 3 clusters Score -2697961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2697970.750000 Penalty: 3233.653564
	Iteration 70Q: 3 clusters Score -2697971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2697967.500000 Penalty: 3233.653564
	Iteration 71Q: 3 clusters Score -2697968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2697974.000000 Penalty: 3233.653564
	Iteration 72Q: 3 clusters Score -2697974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2697970.750000 Penalty: 3233.653564
	Iteration 73Q: 3 clusters Score -2697971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2697966.000000 Penalty: 3233.653564
	Iteration 74Q: 3 clusters Score -2697966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2697966.500000 Penalty: 3233.653564
	Iteration 75Q: 3 clusters Score -2697966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2697973.750000 Penalty: 3233.653564
	Iteration 76Q: 3 clusters Score -2697974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2697978.250000 Penalty: 3233.653564
	Iteration 77Q: 3 clusters Score -2697978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2697972.750000 Penalty: 3233.653564
	Iteration 78Q: 3 clusters Score -2697973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2697972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2697980.000000 Penalty: 3233.653564
	Iteration 80F: 3 clusters Score -2697980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2697992.000000 Penalty: 3233.653564
	Iteration 81Q: 3 clusters Score -2697992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2697994.250000 Penalty: 3233.653564
	Iteration 82Q: 3 clusters Score -2697994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2697997.750000 Penalty: 3233.653564
	Iteration 83Q: 3 clusters Score -2697998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2698006.000000 Penalty: 3233.653564
	Iteration 84Q: 3 clusters Score -2698006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2698006.750000 Penalty: 3233.653564
	Iteration 85Q: 3 clusters Score -2698007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2698008.250000 Penalty: 3233.653564
	Iteration 86Q: 3 clusters Score -2698008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2698013.750000 Penalty: 3233.653564
	Iteration 87Q: 3 clusters Score -2698014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2698010.000000 Penalty: 3233.653564
	Iteration 88Q: 3 clusters Score -2698010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2698005.000000 Penalty: 3233.653564
	Iteration 89Q: 3 clusters Score -2698005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2698006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2698001.500000 Penalty: 3233.653564
	Iteration 91Q: 3 clusters Score -2698002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2698009.500000 Penalty: 3233.653564
	Iteration 92Q: 3 clusters Score -2698010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2698006.750000 Penalty: 3233.653564
	Iteration 93Q: 3 clusters Score -2698007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2698011.750000 Penalty: 3233.653564
	Iteration 94Q: 3 clusters Score -2698012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2698015.500000 Penalty: 3233.653564
	Iteration 95Q: 3 clusters Score -2698016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2698012.250000 Penalty: 3233.653564
	Iteration 96Q: 3 clusters Score -2698012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2698011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2698012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2698011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2698006.250000 Penalty: 3233.653564
	Iteration 100F: 3 clusters Score -2698006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2698011.250000 Penalty: 3233.653564
	Iteration 101Q: 3 clusters Score -2698011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2698011.750000 Penalty: 3233.653564
	Iteration 102Q: 3 clusters Score -2698012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2698015.500000 Penalty: 3233.653564
	Iteration 103Q: 3 clusters Score -2698016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2698020.750000 Penalty: 3233.653564
	Iteration 104Q: 3 clusters Score -2698021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2698020.500000 Penalty: 3233.653564
	Iteration 105Q: 3 clusters Score -2698020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2698020.500000 Penalty: 3233.653564
	Iteration 106Q: 3 clusters Score -2698020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2698021.750000 Penalty: 3233.653564
	Iteration 107Q: 3 clusters Score -2698022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2698016.500000 Penalty: 3233.653564
	Iteration 108Q: 3 clusters Score -2698016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2698027.000000 Penalty: 3233.653564
	Iteration 109Q: 3 clusters Score -2698027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2698030.250000 Penalty: 3233.653564
	Iteration 110Q: 3 clusters Score -2698030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2698029.000000 Penalty: 3233.653564
	Iteration 111Q: 3 clusters Score -2698029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2698037.250000 Penalty: 3233.653564
	Iteration 112Q: 3 clusters Score -2698037 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2698037.500000 Penalty: 3233.653564
	Iteration 113Q: 3 clusters Score -2698038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2698035.250000 Penalty: 3233.653564
	Iteration 114Q: 3 clusters Score -2698035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2698032.750000 Penalty: 3233.653564
	Iteration 115Q: 3 clusters Score -2698033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2698038.000000 Penalty: 3233.653564
	Iteration 116Q: 3 clusters Score -2698038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2698043.250000 Penalty: 3233.653564
	Iteration 117Q: 3 clusters Score -2698043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2698044.750000 Penalty: 3233.653564
	Iteration 118Q: 3 clusters Score -2698045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2698048.000000 Penalty: 3233.653564
	Iteration 119Q: 3 clusters Score -2698048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2698047.000000 Penalty: 3233.653564
	Iteration 120F: 3 clusters Score -2698047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2698052.000000 Penalty: 3233.653564
	Iteration 121Q: 3 clusters Score -2698052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2698044.000000 Penalty: 3233.653564
	Iteration 122Q: 3 clusters Score -2698044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2698052.750000 Penalty: 3233.653564
	Iteration 123Q: 3 clusters Score -2698053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2698055.000000 Penalty: 3233.653564
	Iteration 124Q: 3 clusters Score -2698055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2698059.250000 Penalty: 3233.653564
	Iteration 125Q: 3 clusters Score -2698059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2698063.500000 Penalty: 3233.653564
	Iteration 126Q: 3 clusters Score -2698064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2698062.250000 Penalty: 3233.653564
	Iteration 127Q: 3 clusters Score -2698062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2698074.500000 Penalty: 3233.653564
	Iteration 128Q: 3 clusters Score -2698074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2698076.750000 Penalty: 3233.653564
	Iteration 129Q: 3 clusters Score -2698077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2698082.750000 Penalty: 3233.653564
	Iteration 130Q: 3 clusters Score -2698083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2698080.500000 Penalty: 3233.653564
	Iteration 131Q: 3 clusters Score -2698080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2698083.000000 Penalty: 3233.653564
	Iteration 132Q: 3 clusters Score -2698083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2698090.250000 Penalty: 3233.653564
	Iteration 133Q: 3 clusters Score -2698090 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2698091.750000 Penalty: 3233.653564
	Iteration 134Q: 3 clusters Score -2698092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2698099.000000 Penalty: 3233.653564
	Iteration 135Q: 3 clusters Score -2698099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2698097.750000 Penalty: 3233.653564
	Iteration 136Q: 3 clusters Score -2698098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2698098.250000 Penalty: 3233.653564
	Iteration 137Q: 3 clusters Score -2698098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2698095.750000 Penalty: 3233.653564
	Iteration 138Q: 3 clusters Score -2698096 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2698099.500000 Penalty: 3233.653564
	Iteration 139Q: 3 clusters Score -2698100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2698100.000000 Penalty: 3233.653564
	Iteration 140F: 3 clusters Score -2698100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2698097.250000 Penalty: 3233.653564
	Iteration 141Q: 3 clusters Score -2698097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2698095.250000 Penalty: 3233.653564
	Iteration 142Q: 3 clusters Score -2698095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2698097.750000 Penalty: 3233.653564
	Iteration 143Q: 3 clusters Score -2698098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2698093.000000 Penalty: 3233.653564
	Iteration 144Q: 3 clusters Score -2698093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2698096.000000 Penalty: 3233.653564
	Iteration 145Q: 3 clusters Score -2698096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2698095.750000 Penalty: 3233.653564
	Iteration 146Q: 3 clusters Score -2698096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2698097.250000 Penalty: 3233.653564
	Iteration 147Q: 3 clusters Score -2698097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2698099.250000 Penalty: 3233.653564
	Iteration 148Q: 3 clusters Score -2698099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2698098.750000 Penalty: 3233.653564
	Iteration 149Q: 3 clusters Score -2698099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2698098.250000 Penalty: 3233.653564
	Iteration 150Q: 3 clusters Score -2698098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2698099.500000 Penalty: 3233.653564
	Iteration 151Q: 3 clusters Score -2698100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2698098.250000 Penalty: 3233.653564
	Iteration 152Q: 3 clusters Score -2698098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2698104.000000 Penalty: 3233.653564
	Iteration 153Q: 3 clusters Score -2698104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2698108.250000 Penalty: 3233.653564
	Iteration 154Q: 3 clusters Score -2698108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2698111.000000 Penalty: 3233.653564
	Iteration 155Q: 3 clusters Score -2698111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2698110.000000 Penalty: 3233.653564
	Iteration 156Q: 3 clusters Score -2698110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2698111.500000 Penalty: 3233.653564
	Iteration 157Q: 3 clusters Score -2698112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2698108.750000 Penalty: 3233.653564
	Iteration 158Q: 3 clusters Score -2698109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2698109.500000 Penalty: 3233.653564
	Iteration 159Q: 3 clusters Score -2698110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2698112.000000 Penalty: 3233.653564
	Iteration 160F: 3 clusters Score -2698112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2698116.750000 Penalty: 3233.653564
	Iteration 161Q: 3 clusters Score -2698117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2698116.750000 Penalty: 3233.653564
	Iteration 162Q: 3 clusters Score -2698117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2698114.000000 Penalty: 3233.653564
	Iteration 163Q: 3 clusters Score -2698114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2698109.000000 Penalty: 3233.653564
	Iteration 164Q: 3 clusters Score -2698109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2698109.500000 Penalty: 3233.653564
	Iteration 165Q: 3 clusters Score -2698110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2698107.500000 Penalty: 3233.653564
	Iteration 166Q: 3 clusters Score -2698108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2698104.500000 Penalty: 3233.653564
	Iteration 167Q: 3 clusters Score -2698104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2698101.750000 Penalty: 3233.653564
	Iteration 168Q: 3 clusters Score -2698102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2698104.000000 Penalty: 3233.653564
	Iteration 169Q: 3 clusters Score -2698104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2698105.500000 Penalty: 3233.653564
	Iteration 170Q: 3 clusters Score -2698106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2698105.750000 Penalty: 3233.653564
	Iteration 171Q: 3 clusters Score -2698106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2698114.000000 Penalty: 3233.653564
	Iteration 172Q: 3 clusters Score -2698114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2698106.750000 Penalty: 3233.653564
	Iteration 173Q: 3 clusters Score -2698107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2698108.750000 Penalty: 3233.653564
	Iteration 174Q: 3 clusters Score -2698109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2698103.250000 Penalty: 3233.653564
	Iteration 175Q: 3 clusters Score -2698103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2698110.750000 Penalty: 3233.653564
	Iteration 176Q: 3 clusters Score -2698111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2698112.250000 Penalty: 3233.653564
	Iteration 177Q: 3 clusters Score -2698112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2698110.250000 Penalty: 3233.653564
	Iteration 178Q: 3 clusters Score -2698110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2698106.000000 Penalty: 3233.653564
	Iteration 179Q: 3 clusters Score -2698106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2698105.000000 Penalty: 3233.653564
	Iteration 180F: 3 clusters Score -2698105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2698112.500000 Penalty: 3233.653564
	Iteration 181Q: 3 clusters Score -2698112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2698116.500000 Penalty: 3233.653564
	Iteration 182Q: 3 clusters Score -2698116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2698116.750000 Penalty: 3233.653564
	Iteration 183Q: 3 clusters Score -2698117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2698117.500000 Penalty: 3233.653564
	Iteration 184Q: 3 clusters Score -2698118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2698121.500000 Penalty: 3233.653564
	Iteration 185Q: 3 clusters Score -2698122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2698125.000000 Penalty: 3233.653564
	Iteration 186Q: 3 clusters Score -2698125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2698122.500000 Penalty: 3233.653564
	Iteration 187Q: 3 clusters Score -2698122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2698130.500000 Penalty: 3233.653564
	Iteration 188Q: 3 clusters Score -2698130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2698125.500000 Penalty: 3233.653564
	Iteration 189Q: 3 clusters Score -2698126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2698126.250000 Penalty: 3233.653564
	Iteration 190Q: 3 clusters Score -2698126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2698123.000000 Penalty: 3233.653564
	Iteration 191Q: 3 clusters Score -2698123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2698128.000000 Penalty: 3233.653564
	Iteration 192Q: 3 clusters Score -2698128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2698123.750000 Penalty: 3233.653564
	Iteration 193Q: 3 clusters Score -2698124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2698123.750000 Penalty: 3233.653564
	Iteration 194Q: 3 clusters Score -2698124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2698122.250000 Penalty: 3233.653564
	Iteration 195Q: 3 clusters Score -2698122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2698122.250000 Penalty: 3233.653564
	Iteration 196F: 3 clusters Score -2698122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (10765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Entering Unmasked Estep 
Score: -1415448.250000 Penalty: 1508.659058
	Iteration 0F: 2 clusters Score -1415448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1407793.625000 Penalty: 3017.318115
	Iteration 0F: 3 clusters Score -1407794 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1410698.375000 Penalty: 3017.318115
	Iteration 1F: 3 clusters Score -1410698 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1411491.125000 Penalty: 3017.318115
	Iteration 2F: 3 clusters Score -1411491 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1412301.625000 Penalty: 3017.318115
	Iteration 3F: 3 clusters Score -1412302 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1412981.000000 Penalty: 3017.318115
	Iteration 4F: 3 clusters Score -1412981 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1413538.125000 Penalty: 3017.318115
	Iteration 5F: 3 clusters Score -1413538 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1414019.875000 Penalty: 3017.318115
	Iteration 6F: 3 clusters Score -1414020 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1414333.500000 Penalty: 3017.318115
	Iteration 7Q: 3 clusters Score -1414334 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1414496.000000 Penalty: 3017.318115
	Iteration 8Q: 3 clusters Score -1414496 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1414599.250000 Penalty: 3017.318115
	Iteration 9Q: 3 clusters Score -1414599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1414666.000000 Penalty: 3017.318115
	Iteration 10Q: 3 clusters Score -1414666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1414715.625000 Penalty: 3017.318115
	Iteration 11Q: 3 clusters Score -1414716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1414735.250000 Penalty: 3017.318115
	Iteration 12Q: 3 clusters Score -1414735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1414760.500000 Penalty: 3017.318115
	Iteration 13Q: 3 clusters Score -1414760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1414771.750000 Penalty: 3017.318115
	Iteration 14Q: 3 clusters Score -1414772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1414778.250000 Penalty: 3017.318115
	Iteration 15Q: 3 clusters Score -1414778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1414786.500000 Penalty: 3017.318115
	Iteration 16Q: 3 clusters Score -1414786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1414793.375000 Penalty: 3017.318115
	Iteration 17Q: 3 clusters Score -1414793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1414796.375000 Penalty: 3017.318115
	Iteration 18Q: 3 clusters Score -1414796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1414800.250000 Penalty: 3017.318115
	Iteration 19Q: 3 clusters Score -1414800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1414798.875000 Penalty: 3017.318115
	Iteration 20F: 3 clusters Score -1414799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1414799.750000 Penalty: 3017.318115
	Iteration 21Q: 3 clusters Score -1414800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1414802.875000 Penalty: 3017.318115
	Iteration 22Q: 3 clusters Score -1414803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1414805.125000 Penalty: 3017.318115
	Iteration 23Q: 3 clusters Score -1414805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1414805.625000 Penalty: 3017.318115
	Iteration 24Q: 3 clusters Score -1414806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1414810.000000 Penalty: 3017.318115
	Iteration 25Q: 3 clusters Score -1414810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1414810.375000 Penalty: 3017.318115
	Iteration 26Q: 3 clusters Score -1414810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1414810.000000 Penalty: 3017.318115
	Iteration 27Q: 3 clusters Score -1414810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1414814.375000 Penalty: 3017.318115
	Iteration 28Q: 3 clusters Score -1414814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1414811.875000 Penalty: 3017.318115
	Iteration 29Q: 3 clusters Score -1414812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1414814.750000 Penalty: 3017.318115
	Iteration 30Q: 3 clusters Score -1414815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1414813.875000 Penalty: 3017.318115
	Iteration 31Q: 3 clusters Score -1414814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1414818.375000 Penalty: 3017.318115
	Iteration 32Q: 3 clusters Score -1414818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1414817.000000 Penalty: 3017.318115
	Iteration 33Q: 3 clusters Score -1414817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1414817.500000 Penalty: 3017.318115
	Iteration 34Q: 3 clusters Score -1414818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1414813.750000 Penalty: 3017.318115
	Iteration 35Q: 3 clusters Score -1414814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1414816.875000 Penalty: 3017.318115
	Iteration 36Q: 3 clusters Score -1414817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1414817.000000 Penalty: 3017.318115
	Iteration 37Q: 3 clusters Score -1414817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1414821.750000 Penalty: 3017.318115
	Iteration 38Q: 3 clusters Score -1414822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1414828.250000 Penalty: 3017.318115
	Iteration 39Q: 3 clusters Score -1414828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1414826.500000 Penalty: 3017.318115
	Iteration 40F: 3 clusters Score -1414826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1414829.750000 Penalty: 3017.318115
	Iteration 41Q: 3 clusters Score -1414830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1414833.500000 Penalty: 3017.318115
	Iteration 42Q: 3 clusters Score -1414834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1414835.875000 Penalty: 3017.318115
	Iteration 43Q: 3 clusters Score -1414836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1414841.625000 Penalty: 3017.318115
	Iteration 44Q: 3 clusters Score -1414842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1414845.000000 Penalty: 3017.318115
	Iteration 45Q: 3 clusters Score -1414845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1414854.125000 Penalty: 3017.318115
	Iteration 46Q: 3 clusters Score -1414854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1414855.375000 Penalty: 3017.318115
	Iteration 47Q: 3 clusters Score -1414855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1414862.250000 Penalty: 3017.318115
	Iteration 48Q: 3 clusters Score -1414862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1414866.000000 Penalty: 3017.318115
	Iteration 49Q: 3 clusters Score -1414866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1414870.625000 Penalty: 3017.318115
	Iteration 50Q: 3 clusters Score -1414871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1414878.125000 Penalty: 3017.318115
	Iteration 51Q: 3 clusters Score -1414878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1414879.375000 Penalty: 3017.318115
	Iteration 52Q: 3 clusters Score -1414879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1414884.250000 Penalty: 3017.318115
	Iteration 53Q: 3 clusters Score -1414884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1414888.875000 Penalty: 3017.318115
	Iteration 54Q: 3 clusters Score -1414889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1414896.625000 Penalty: 3017.318115
	Iteration 55Q: 3 clusters Score -1414897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1414898.500000 Penalty: 3017.318115
	Iteration 56Q: 3 clusters Score -1414898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1414906.750000 Penalty: 3017.318115
	Iteration 57Q: 3 clusters Score -1414907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1414912.625000 Penalty: 3017.318115
	Iteration 58Q: 3 clusters Score -1414913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1414916.375000 Penalty: 3017.318115
	Iteration 59Q: 3 clusters Score -1414916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1414917.625000 Penalty: 3017.318115
	Iteration 60F: 3 clusters Score -1414918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1414922.125000 Penalty: 3017.318115
	Iteration 61Q: 3 clusters Score -1414922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1414920.000000 Penalty: 3017.318115
	Iteration 62Q: 3 clusters Score -1414920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1414923.750000 Penalty: 3017.318115
	Iteration 63Q: 3 clusters Score -1414924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1414927.875000 Penalty: 3017.318115
	Iteration 64Q: 3 clusters Score -1414928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1414933.125000 Penalty: 3017.318115
	Iteration 65Q: 3 clusters Score -1414933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1414935.875000 Penalty: 3017.318115
	Iteration 66Q: 3 clusters Score -1414936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1414942.750000 Penalty: 3017.318115
	Iteration 67Q: 3 clusters Score -1414943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1414948.125000 Penalty: 3017.318115
	Iteration 68Q: 3 clusters Score -1414948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1414954.625000 Penalty: 3017.318115
	Iteration 69Q: 3 clusters Score -1414955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1414958.500000 Penalty: 3017.318115
	Iteration 70Q: 3 clusters Score -1414958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1414960.625000 Penalty: 3017.318115
	Iteration 71Q: 3 clusters Score -1414961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1414964.250000 Penalty: 3017.318115
	Iteration 72Q: 3 clusters Score -1414964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1414972.000000 Penalty: 3017.318115
	Iteration 73Q: 3 clusters Score -1414972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1414972.500000 Penalty: 3017.318115
	Iteration 74Q: 3 clusters Score -1414972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1414976.500000 Penalty: 3017.318115
	Iteration 75Q: 3 clusters Score -1414976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1414978.125000 Penalty: 3017.318115
	Iteration 76Q: 3 clusters Score -1414978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1414977.750000 Penalty: 3017.318115
	Iteration 77Q: 3 clusters Score -1414978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1414981.125000 Penalty: 3017.318115
	Iteration 78Q: 3 clusters Score -1414981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1414984.000000 Penalty: 3017.318115
	Iteration 79Q: 3 clusters Score -1414984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1414985.875000 Penalty: 3017.318115
	Iteration 80F: 3 clusters Score -1414986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1414985.375000 Penalty: 3017.318115
	Iteration 81Q: 3 clusters Score -1414985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1414986.750000 Penalty: 3017.318115
	Iteration 82Q: 3 clusters Score -1414987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1414987.875000 Penalty: 3017.318115
	Iteration 83Q: 3 clusters Score -1414988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1414988.500000 Penalty: 3017.318115
	Iteration 84Q: 3 clusters Score -1414988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1414988.375000 Penalty: 3017.318115
	Iteration 85Q: 3 clusters Score -1414988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1414991.375000 Penalty: 3017.318115
	Iteration 86Q: 3 clusters Score -1414991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1414992.250000 Penalty: 3017.318115
	Iteration 87Q: 3 clusters Score -1414992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1414994.000000 Penalty: 3017.318115
	Iteration 88Q: 3 clusters Score -1414994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1414991.875000 Penalty: 3017.318115
	Iteration 89Q: 3 clusters Score -1414992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1414992.625000 Penalty: 3017.318115
	Iteration 90Q: 3 clusters Score -1414993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1414991.625000 Penalty: 3017.318115
	Iteration 91Q: 3 clusters Score -1414992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1414992.500000 Penalty: 3017.318115
	Iteration 92Q: 3 clusters Score -1414992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1414991.750000 Penalty: 3017.318115
	Iteration 93Q: 3 clusters Score -1414992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1414991.875000 Penalty: 3017.318115
	Iteration 94Q: 3 clusters Score -1414992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1414992.625000 Penalty: 3017.318115
	Iteration 95Q: 3 clusters Score -1414993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1414992.625000 Penalty: 3017.318115
	Iteration 96F: 3 clusters Score -1414993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -197804.468750 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -197804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -196024.453125 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -196024.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -196382.156250 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -196382.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196465.593750 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -196465.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -196500.609375 Penalty: 2375.928711
	Iteration 3Q: 3 clusters Score -196500.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -196521.078125 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -196521.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196536.328125 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -196536.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -196540.937500 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -196540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -196542.765625 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -196542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196545.906250 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -196545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196551.546875 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -196551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -196555.781250 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -196555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -196558.968750 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -196559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -196559.109375 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -196559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -196559.109375 Penalty: 2375.928711
	Iteration 13F: 3 clusters Score -196559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69755 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993280.000000 Penalty: 147803.406250
Iteration 279Q: 70 clusters Score -6.899328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73330 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69757 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4648 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 280F: 70 clusters Score -6.899325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73335 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69754 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20948 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993296.000000 Penalty: 147803.406250
Iteration 281Q: 70 clusters Score -6.89933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73334 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69754 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20951 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993296.000000 Penalty: 147803.406250
Iteration 282Q: 70 clusters Score -6.89933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73334 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69755 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4642 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20952 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993280.000000 Penalty: 147803.406250
Iteration 283Q: 70 clusters Score -6.899328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69756 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4638 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20955 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993312.000000 Penalty: 147803.406250
Iteration 284Q: 70 clusters Score -6.899331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73338 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69760 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4628 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20956 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993304.000000 Penalty: 147803.406250
Iteration 285Q: 70 clusters Score -6.89933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73341 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69766 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4621 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20954 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993288.000000 Penalty: 147803.406250
Iteration 286Q: 70 clusters Score -6.899329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73351 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69764 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3248 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4612 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20955 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993280.000000 Penalty: 147803.406250
Iteration 287Q: 70 clusters Score -6.899328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73361 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69765 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3249 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4601 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20955 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 288Q: 70 clusters Score -6.899326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73368 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69767 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4594 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20953 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993280.000000 Penalty: 147803.406250
Iteration 289Q: 70 clusters Score -6.899328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73380 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69764 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4584 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20953 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 290Q: 70 clusters Score -6.899324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73390 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69763 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4578 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20949 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 291Q: 70 clusters Score -6.899326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73393 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69765 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4572 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20950 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993208.000000 Penalty: 147803.406250
Iteration 292Q: 70 clusters Score -6.899321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73390 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69772 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4568 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20950 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993200.000000 Penalty: 147803.406250
Iteration 293Q: 70 clusters Score -6.89932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73390 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69776 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4564 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20950 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 294Q: 70 clusters Score -6.899324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73383 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69785 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4564 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20948 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993208.000000 Penalty: 147803.406250
Iteration 295Q: 70 clusters Score -6.899321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73375 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69795 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4563 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993216.000000 Penalty: 147803.406250
Iteration 296Q: 70 clusters Score -6.899322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73359 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69813 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4563 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 297Q: 70 clusters Score -6.899325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73352 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10269 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69818 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4563 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 298Q: 70 clusters Score -6.899325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73348 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10272 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69818 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4563 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 299Q: 70 clusters Score -6.899326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73345 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69822 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 300F: 70 clusters Score -6.899326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73335 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69831 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 301Q: 70 clusters Score -6.899324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73332 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69832 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20948 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 302Q: 70 clusters Score -6.899322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73330 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69835 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20947 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 303Q: 70 clusters Score -6.899322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73329 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69837 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993216.000000 Penalty: 147803.406250
Iteration 304Q: 70 clusters Score -6.899322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73327 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69839 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 305Q: 70 clusters Score -6.899323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73326 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69841 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 306Q: 70 clusters Score -6.899323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73324 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69842 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20946 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 307Q: 70 clusters Score -6.899323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69845 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4562 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 147803.406250
Iteration 308Q: 70 clusters Score -6.899326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73324 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69844 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4561 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 309Q: 70 clusters Score -6.899324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73324 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69846 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4560 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993232.000000 Penalty: 147803.406250
Iteration 310Q: 70 clusters Score -6.899323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73324 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69847 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4559 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 311Q: 70 clusters Score -6.899324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73324 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10272 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69848 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 312Q: 70 clusters Score -6.899325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10274 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69850 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 313Q: 70 clusters Score -6.899324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10275 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69848 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 314Q: 70 clusters Score -6.899324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69848 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 315Q: 70 clusters Score -6.899324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10278 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69846 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993240.000000 Penalty: 147803.406250
Iteration 316Q: 70 clusters Score -6.899324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10278 members 
Mstep: Class 26 contains 34950 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69843 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3252 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993248.000000 Penalty: 147803.406250
Iteration 317Q: 70 clusters Score -6.899325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73320 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69846 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20945 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993224.000000 Penalty: 147803.406250
Iteration 318Q: 70 clusters Score -6.899322e+07 nChanged 9
Entering ConstructFrom: 
Score: -68993224.000000 Penalty: 147803.406250
Entering ConstructFrom: 
Trying to split cluster 1 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -58440.527344 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -58440.53 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 298 members 
Entering Unmasked Estep 
Score: -57424.804688 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -57424.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57813.582031 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -57813.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58015.371094 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -58015.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58128.914062 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -58128.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58183.207031 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -58183.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58207.933594 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -58207.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58233.839844 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -58233.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58257.261719 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -58257.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58270.933594 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -58270.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58272.523438 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -58272.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58273.054688 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -58273.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58285.449219 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -58285.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58285.449219 Penalty: 2064.604492
	Iteration 12F: 3 clusters Score -58285.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -144760.281250 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -144760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143237.312500 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -143237.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143562.859375 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -143562.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143629.281250 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -143629.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143672.421875 Penalty: 2288.458740
	Iteration 3Q: 3 clusters Score -143672.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143718.140625 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -143718.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143772.109375 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -143772.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -143841.906250 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -143841.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143958.671875 Penalty: 2288.458740
	Iteration 7F: 3 clusters Score -143958.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144108.593750 Penalty: 2288.458740
	Iteration 8F: 3 clusters Score -144108.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144289.421875 Penalty: 2288.458740
	Iteration 9F: 3 clusters Score -144289.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144427.796875 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -144427.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144527.281250 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -144527.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144579.000000 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -144579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -144610.093750 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -144610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -144615.937500 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -144615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -144619.906250 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -144619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -144623.718750 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -144623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -144624.328125 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -144624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -144631.500000 Penalty: 2288.458740
	Iteration 18F: 3 clusters Score -144631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144640.906250 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -144640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -144644.750000 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -144644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -144645.828125 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -144645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -144645.828125 Penalty: 2288.458740
	Iteration 22F: 3 clusters Score -144645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -420240.062500 Penalty: 1316.424072
	Iteration 0F: 2 clusters Score -420240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -417383.937500 Penalty: 2632.848145
	Iteration 0F: 3 clusters Score -417383.9 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -418409.906250 Penalty: 2632.848145
	Iteration 1F: 3 clusters Score -418409.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -418943.343750 Penalty: 2632.848145
	Iteration 2F: 3 clusters Score -418943.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -419429.843750 Penalty: 2632.848145
	Iteration 3F: 3 clusters Score -419429.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -419823.343750 Penalty: 2632.848145
	Iteration 4F: 3 clusters Score -419823.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -420098.875000 Penalty: 2632.848145
	Iteration 5F: 3 clusters Score -420098.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -420218.625000 Penalty: 2632.848145
	Iteration 6Q: 3 clusters Score -420218.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420293.062500 Penalty: 2632.848145
	Iteration 7Q: 3 clusters Score -420293.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -420341.218750 Penalty: 2632.848145
	Iteration 8Q: 3 clusters Score -420341.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -420385.562500 Penalty: 2632.848145
	Iteration 9Q: 3 clusters Score -420385.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -420426.656250 Penalty: 2632.848145
	Iteration 10Q: 3 clusters Score -420426.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -420479.906250 Penalty: 2632.848145
	Iteration 11Q: 3 clusters Score -420479.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -420545.750000 Penalty: 2632.848145
	Iteration 12Q: 3 clusters Score -420545.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -420620.125000 Penalty: 2632.848145
	Iteration 13Q: 3 clusters Score -420620.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -420684.781250 Penalty: 2632.848145
	Iteration 14Q: 3 clusters Score -420684.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -420743.562500 Penalty: 2632.848145
	Iteration 15Q: 3 clusters Score -420743.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -420785.062500 Penalty: 2632.848145
	Iteration 16Q: 3 clusters Score -420785.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -420836.406250 Penalty: 2632.848145
	Iteration 17Q: 3 clusters Score -420836.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -420870.468750 Penalty: 2632.848145
	Iteration 18Q: 3 clusters Score -420870.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -420912.093750 Penalty: 2632.848145
	Iteration 19Q: 3 clusters Score -420912.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -420961.875000 Penalty: 2632.848145
	Iteration 20F: 3 clusters Score -420961.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -420986.468750 Penalty: 2632.848145
	Iteration 21Q: 3 clusters Score -420986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -420994.437500 Penalty: 2632.848145
	Iteration 22Q: 3 clusters Score -420994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -420999.156250 Penalty: 2632.848145
	Iteration 23Q: 3 clusters Score -420999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -421000.625000 Penalty: 2632.848145
	Iteration 24Q: 3 clusters Score -421000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -421000.562500 Penalty: 2632.848145
	Iteration 25Q: 3 clusters Score -421000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -421000.562500 Penalty: 2632.848145
	Iteration 26F: 3 clusters Score -421000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20679 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69850 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2117 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
Score: -68993264.000000 Penalty: 149945.484375
Splitting cluster 3 changes total score from -68993224.000000 to -68993264.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 4 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -565733.250000 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -565733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -562149.937500 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -562149.9 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -563154.875000 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -563154.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -563312.750000 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -563312.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -563416.187500 Penalty: 2727.427002
	Iteration 3Q: 3 clusters Score -563416.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -563488.187500 Penalty: 2727.427002
	Iteration 4Q: 3 clusters Score -563488.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -563555.000000 Penalty: 2727.427002
	Iteration 5Q: 3 clusters Score -563555 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -563626.500000 Penalty: 2727.427002
	Iteration 6Q: 3 clusters Score -563626.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -563685.750000 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -563685.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -563748.312500 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -563748.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -563817.812500 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -563817.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -563880.062500 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -563880.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -563933.500000 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -563933.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -563976.812500 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -563976.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -564030.375000 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -564030.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -564085.562500 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -564085.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -564150.250000 Penalty: 2727.427002
	Iteration 15Q: 3 clusters Score -564150.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -564226.000000 Penalty: 2727.427002
	Iteration 16Q: 3 clusters Score -564226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -564313.437500 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -564313.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -564416.937500 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -564416.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -564550.375000 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -564550.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -564684.062500 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -564684.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -564786.937500 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -564786.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -564845.250000 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -564845.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -564886.687500 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -564886.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -564911.625000 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -564911.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -564925.562500 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -564925.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -564945.250000 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -564945.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -564966.625000 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -564966.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -564981.437500 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -564981.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -564986.562500 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -564986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -564990.875000 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -564990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -564996.562500 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -564996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -564998.000000 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -564998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -565000.062500 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -565000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -565001.812500 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -565001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -565006.812500 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -565006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -565008.000000 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -565008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -565009.437500 Penalty: 2727.427002
	Iteration 37Q: 3 clusters Score -565009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -565012.000000 Penalty: 2727.427002
	Iteration 38Q: 3 clusters Score -565012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -565013.625000 Penalty: 2727.427002
	Iteration 39Q: 3 clusters Score -565013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -565013.312500 Penalty: 2727.427002
	Iteration 40F: 3 clusters Score -565013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -565014.062500 Penalty: 2727.427002
	Iteration 41Q: 3 clusters Score -565014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -565014.062500 Penalty: 2727.427002
	Iteration 42F: 3 clusters Score -565014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -153247.015625 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -153247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151690.062500 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151690.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151944.953125 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152039.343750 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -152039.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152092.328125 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -152092.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152120.203125 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -152120.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152138.828125 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -152138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152158.125000 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -152158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152163.734375 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -152163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152165.890625 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -152165.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152165.890625 Penalty: 2294.096436
	Iteration 9F: 3 clusters Score -152165.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -35192.738281 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -35192.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34333.355469 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -34333.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34481.742188 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -34481.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34566.089844 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -34566.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34587.804688 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -34587.8 nChanged 15
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: -34628.515625 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -34628.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34659.308594 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -34659.31 nChanged 5
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: -34671.187500 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -34671.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34685.988281 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -34685.99 nChanged 1
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: -34689.550781 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -34689.55 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: -34691.972656 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -34691.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34693.269531 Penalty: 1895.361816
	Iteration 10Q: 3 clusters Score -34693.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34693.269531 Penalty: 1895.361816
	Iteration 11F: 3 clusters Score -34693.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Entering Unmasked Estep 
Score: -6435768.500000 Penalty: 1753.086792
	Iteration 0F: 2 clusters Score -6435768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -6403422.500000 Penalty: 3506.173584
	Iteration 0F: 3 clusters Score -6403422 nChanged 22806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -6416264.000000 Penalty: 3506.173584
	Iteration 1F: 3 clusters Score -6416264 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -6416663.000000 Penalty: 3506.173584
	Iteration 2Q: 3 clusters Score -6416663 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6417167.500000 Penalty: 3506.173584
	Iteration 3Q: 3 clusters Score -6417168 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -6417752.000000 Penalty: 3506.173584
	Iteration 4Q: 3 clusters Score -6417752 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -6418604.000000 Penalty: 3506.173584
	Iteration 5Q: 3 clusters Score -6418604 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -6420069.500000 Penalty: 3506.173584
	Iteration 6F: 3 clusters Score -6420070 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6422482.000000 Penalty: 3506.173584
	Iteration 7F: 3 clusters Score -6422482 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -6425694.000000 Penalty: 3506.173584
	Iteration 8F: 3 clusters Score -6425694 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -6428935.000000 Penalty: 3506.173584
	Iteration 9F: 3 clusters Score -6428935 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -6431456.000000 Penalty: 3506.173584
	Iteration 10F: 3 clusters Score -6431456 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6433028.000000 Penalty: 3506.173584
	Iteration 11Q: 3 clusters Score -6433028 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6433705.000000 Penalty: 3506.173584
	Iteration 12Q: 3 clusters Score -6433705 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -6433979.500000 Penalty: 3506.173584
	Iteration 13Q: 3 clusters Score -6433980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6434091.500000 Penalty: 3506.173584
	Iteration 14Q: 3 clusters Score -6434092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6434150.000000 Penalty: 3506.173584
	Iteration 15Q: 3 clusters Score -6434150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6434200.000000 Penalty: 3506.173584
	Iteration 16Q: 3 clusters Score -6434200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6434220.500000 Penalty: 3506.173584
	Iteration 17Q: 3 clusters Score -6434220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -6434238.000000 Penalty: 3506.173584
	Iteration 18Q: 3 clusters Score -6434238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -6434247.000000 Penalty: 3506.173584
	Iteration 19Q: 3 clusters Score -6434247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6434248.500000 Penalty: 3506.173584
	Iteration 20F: 3 clusters Score -6434248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6434247.000000 Penalty: 3506.173584
	Iteration 21Q: 3 clusters Score -6434247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6434252.500000 Penalty: 3506.173584
	Iteration 22Q: 3 clusters Score -6434252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6434252.500000 Penalty: 3506.173584
	Iteration 23Q: 3 clusters Score -6434252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6434250.000000 Penalty: 3506.173584
	Iteration 24Q: 3 clusters Score -6434250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6434250.000000 Penalty: 3506.173584
	Iteration 25F: 3 clusters Score -6434250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -358389.062500 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -358389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -355795.531250 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -355795.5 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -356502.343750 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -356502.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -356670.250000 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -356670.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -356774.500000 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -356774.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -356840.281250 Penalty: 2571.537598
	Iteration 4Q: 3 clusters Score -356840.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -356895.968750 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -356896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -356938.375000 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -356938.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -356977.468750 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -356977.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -357004.531250 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -357004.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -357025.093750 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -357025.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -357050.468750 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -357050.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -357079.281250 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -357079.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -357107.156250 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -357107.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -357126.812500 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -357126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -357139.406250 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -357139.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -357156.343750 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -357156.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -357173.468750 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -357173.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -357187.000000 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -357187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -357200.000000 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -357200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -357210.406250 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -357210.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -357220.156250 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -357220.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -357227.812500 Penalty: 2571.537598
	Iteration 21Q: 3 clusters Score -357227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -357233.093750 Penalty: 2571.537598
	Iteration 22Q: 3 clusters Score -357233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -357245.312500 Penalty: 2571.537598
	Iteration 23Q: 3 clusters Score -357245.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -357255.875000 Penalty: 2571.537598
	Iteration 24Q: 3 clusters Score -357255.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -357263.437500 Penalty: 2571.537598
	Iteration 25Q: 3 clusters Score -357263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -357268.843750 Penalty: 2571.537598
	Iteration 26Q: 3 clusters Score -357268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -357274.281250 Penalty: 2571.537598
	Iteration 27Q: 3 clusters Score -357274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -357280.406250 Penalty: 2571.537598
	Iteration 28Q: 3 clusters Score -357280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -357286.906250 Penalty: 2571.537598
	Iteration 29Q: 3 clusters Score -357286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -357292.968750 Penalty: 2571.537598
	Iteration 30Q: 3 clusters Score -357293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -357298.718750 Penalty: 2571.537598
	Iteration 31Q: 3 clusters Score -357298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -357301.062500 Penalty: 2571.537598
	Iteration 32Q: 3 clusters Score -357301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -357304.968750 Penalty: 2571.537598
	Iteration 33Q: 3 clusters Score -357305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -357309.437500 Penalty: 2571.537598
	Iteration 34Q: 3 clusters Score -357309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -357311.093750 Penalty: 2571.537598
	Iteration 35Q: 3 clusters Score -357311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -357311.593750 Penalty: 2571.537598
	Iteration 36Q: 3 clusters Score -357311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -357313.031250 Penalty: 2571.537598
	Iteration 37Q: 3 clusters Score -357313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -357313.562500 Penalty: 2571.537598
	Iteration 38Q: 3 clusters Score -357313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -357313.656250 Penalty: 2571.537598
	Iteration 39Q: 3 clusters Score -357313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -357313.656250 Penalty: 2571.537598
	Iteration 40F: 3 clusters Score -357313.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -243031.859375 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -243031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -241084.359375 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -241084.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241456.484375 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -241456.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -241536.203125 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -241536.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -241590.578125 Penalty: 2442.664062
	Iteration 3Q: 3 clusters Score -241590.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -241628.250000 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -241628.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -241659.187500 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -241659.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -241675.718750 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -241675.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -241692.000000 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -241692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241700.906250 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -241700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241707.078125 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -241707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -241713.500000 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -241713.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241721.093750 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -241721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241724.718750 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -241724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241728.968750 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -241729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241733.875000 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -241733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -241741.750000 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -241741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -241751.203125 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -241751.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241755.500000 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -241755.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -241759.687500 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -241759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -241764.718750 Penalty: 2442.664062
	Iteration 19Q: 3 clusters Score -241764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -241767.968750 Penalty: 2442.664062
	Iteration 20F: 3 clusters Score -241768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -241772.625000 Penalty: 2442.664062
	Iteration 21Q: 3 clusters Score -241772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -241779.468750 Penalty: 2442.664062
	Iteration 22Q: 3 clusters Score -241779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -241785.328125 Penalty: 2442.664062
	Iteration 23Q: 3 clusters Score -241785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -241790.765625 Penalty: 2442.664062
	Iteration 24Q: 3 clusters Score -241790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241799.359375 Penalty: 2442.664062
	Iteration 25Q: 3 clusters Score -241799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -241808.078125 Penalty: 2442.664062
	Iteration 26Q: 3 clusters Score -241808.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241814.953125 Penalty: 2442.664062
	Iteration 27Q: 3 clusters Score -241815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -241822.906250 Penalty: 2442.664062
	Iteration 28Q: 3 clusters Score -241822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -241831.796875 Penalty: 2442.664062
	Iteration 29Q: 3 clusters Score -241831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241837.828125 Penalty: 2442.664062
	Iteration 30Q: 3 clusters Score -241837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -241841.578125 Penalty: 2442.664062
	Iteration 31Q: 3 clusters Score -241841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -241847.265625 Penalty: 2442.664062
	Iteration 32Q: 3 clusters Score -241847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -241850.062500 Penalty: 2442.664062
	Iteration 33Q: 3 clusters Score -241850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241853.609375 Penalty: 2442.664062
	Iteration 34Q: 3 clusters Score -241853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241856.609375 Penalty: 2442.664062
	Iteration 35Q: 3 clusters Score -241856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241859.453125 Penalty: 2442.664062
	Iteration 36Q: 3 clusters Score -241859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -241863.640625 Penalty: 2442.664062
	Iteration 37Q: 3 clusters Score -241863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241867.031250 Penalty: 2442.664062
	Iteration 38Q: 3 clusters Score -241867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241871.375000 Penalty: 2442.664062
	Iteration 39Q: 3 clusters Score -241871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241875.296875 Penalty: 2442.664062
	Iteration 40F: 3 clusters Score -241875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241880.140625 Penalty: 2442.664062
	Iteration 41Q: 3 clusters Score -241880.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -241892.890625 Penalty: 2442.664062
	Iteration 42Q: 3 clusters Score -241892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -241902.593750 Penalty: 2442.664062
	Iteration 43Q: 3 clusters Score -241902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -241908.281250 Penalty: 2442.664062
	Iteration 44Q: 3 clusters Score -241908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241911.078125 Penalty: 2442.664062
	Iteration 45Q: 3 clusters Score -241911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241917.078125 Penalty: 2442.664062
	Iteration 46Q: 3 clusters Score -241917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241920.406250 Penalty: 2442.664062
	Iteration 47Q: 3 clusters Score -241920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241923.187500 Penalty: 2442.664062
	Iteration 48Q: 3 clusters Score -241923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241925.953125 Penalty: 2442.664062
	Iteration 49Q: 3 clusters Score -241926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241927.281250 Penalty: 2442.664062
	Iteration 50Q: 3 clusters Score -241927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -241928.687500 Penalty: 2442.664062
	Iteration 51Q: 3 clusters Score -241928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241929.468750 Penalty: 2442.664062
	Iteration 52Q: 3 clusters Score -241929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241930.843750 Penalty: 2442.664062
	Iteration 53Q: 3 clusters Score -241930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241931.671875 Penalty: 2442.664062
	Iteration 54Q: 3 clusters Score -241931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -241932.875000 Penalty: 2442.664062
	Iteration 55Q: 3 clusters Score -241932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -241933.718750 Penalty: 2442.664062
	Iteration 56Q: 3 clusters Score -241933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -241934.656250 Penalty: 2442.664062
	Iteration 57Q: 3 clusters Score -241934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241935.046875 Penalty: 2442.664062
	Iteration 58Q: 3 clusters Score -241935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241935.046875 Penalty: 2442.664062
	Iteration 59F: 3 clusters Score -241935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -248091.218750 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -248091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -246064.234375 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -246064.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -246536.968750 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -246537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -246659.765625 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -246659.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246747.500000 Penalty: 2460.729004
	Iteration 3Q: 3 clusters Score -246747.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246804.734375 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -246804.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -246859.859375 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -246859.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -246903.953125 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -246904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -246930.687500 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -246930.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -246954.968750 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -246955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -246981.250000 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -246981.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -247004.953125 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -247005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -247023.921875 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -247023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -247039.312500 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -247039.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247054.781250 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -247054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -247074.921875 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -247074.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -247087.000000 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -247087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -247100.687500 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -247100.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -247115.265625 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -247115.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247126.593750 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -247126.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247141.125000 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -247141.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247156.515625 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -247156.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -247169.953125 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -247170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -247181.953125 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -247182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -247192.484375 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -247192.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247201.593750 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -247201.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -247213.234375 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -247213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -247224.750000 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -247224.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -247234.343750 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -247234.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -247243.781250 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -247243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -247248.109375 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -247248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247251.671875 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -247251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -247259.234375 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -247259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -247262.937500 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -247262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -247266.203125 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -247266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -247268.703125 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -247268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -247269.828125 Penalty: 2460.729004
	Iteration 35Q: 3 clusters Score -247269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -247270.078125 Penalty: 2460.729004
	Iteration 36Q: 3 clusters Score -247270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -247270.343750 Penalty: 2460.729004
	Iteration 37Q: 3 clusters Score -247270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247270.671875 Penalty: 2460.729004
	Iteration 38Q: 3 clusters Score -247270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -247271.765625 Penalty: 2460.729004
	Iteration 39Q: 3 clusters Score -247271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247275.093750 Penalty: 2460.729004
	Iteration 40F: 3 clusters Score -247275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247279.640625 Penalty: 2460.729004
	Iteration 41Q: 3 clusters Score -247279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247281.109375 Penalty: 2460.729004
	Iteration 42Q: 3 clusters Score -247281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247281.984375 Penalty: 2460.729004
	Iteration 43Q: 3 clusters Score -247282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247281.984375 Penalty: 2460.729004
	Iteration 44F: 3 clusters Score -247282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -731959.625000 Penalty: 1407.375854
	Iteration 0F: 2 clusters Score -731959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -727519.562500 Penalty: 2814.751709
	Iteration 0F: 3 clusters Score -727519.6 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -728873.062500 Penalty: 2814.751709
	Iteration 1F: 3 clusters Score -728873.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -729116.000000 Penalty: 2814.751709
	Iteration 2F: 3 clusters Score -729116 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -729291.875000 Penalty: 2814.751709
	Iteration 3F: 3 clusters Score -729291.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -729446.812500 Penalty: 2814.751709
	Iteration 4Q: 3 clusters Score -729446.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -729618.125000 Penalty: 2814.751709
	Iteration 5Q: 3 clusters Score -729618.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -729795.250000 Penalty: 2814.751709
	Iteration 6Q: 3 clusters Score -729795.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -729940.687500 Penalty: 2814.751709
	Iteration 7Q: 3 clusters Score -729940.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -730085.875000 Penalty: 2814.751709
	Iteration 8Q: 3 clusters Score -730085.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -730220.187500 Penalty: 2814.751709
	Iteration 9Q: 3 clusters Score -730220.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -730328.125000 Penalty: 2814.751709
	Iteration 10Q: 3 clusters Score -730328.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -730413.875000 Penalty: 2814.751709
	Iteration 11Q: 3 clusters Score -730413.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -730469.125000 Penalty: 2814.751709
	Iteration 12Q: 3 clusters Score -730469.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -730519.812500 Penalty: 2814.751709
	Iteration 13Q: 3 clusters Score -730519.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -730564.125000 Penalty: 2814.751709
	Iteration 14Q: 3 clusters Score -730564.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -730594.687500 Penalty: 2814.751709
	Iteration 15Q: 3 clusters Score -730594.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -730625.375000 Penalty: 2814.751709
	Iteration 16Q: 3 clusters Score -730625.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -730647.187500 Penalty: 2814.751709
	Iteration 17Q: 3 clusters Score -730647.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -730667.625000 Penalty: 2814.751709
	Iteration 18Q: 3 clusters Score -730667.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -730695.187500 Penalty: 2814.751709
	Iteration 19Q: 3 clusters Score -730695.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -730729.750000 Penalty: 2814.751709
	Iteration 20F: 3 clusters Score -730729.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -730771.625000 Penalty: 2814.751709
	Iteration 21Q: 3 clusters Score -730771.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -730803.687500 Penalty: 2814.751709
	Iteration 22Q: 3 clusters Score -730803.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -730828.187500 Penalty: 2814.751709
	Iteration 23Q: 3 clusters Score -730828.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -730847.187500 Penalty: 2814.751709
	Iteration 24Q: 3 clusters Score -730847.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -730879.500000 Penalty: 2814.751709
	Iteration 25Q: 3 clusters Score -730879.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -730909.125000 Penalty: 2814.751709
	Iteration 26Q: 3 clusters Score -730909.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -730931.437500 Penalty: 2814.751709
	Iteration 27Q: 3 clusters Score -730931.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -730960.437500 Penalty: 2814.751709
	Iteration 28Q: 3 clusters Score -730960.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -730979.375000 Penalty: 2814.751709
	Iteration 29Q: 3 clusters Score -730979.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -730991.687500 Penalty: 2814.751709
	Iteration 30Q: 3 clusters Score -730991.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -731007.312500 Penalty: 2814.751709
	Iteration 31Q: 3 clusters Score -731007.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -731017.437500 Penalty: 2814.751709
	Iteration 32Q: 3 clusters Score -731017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -731029.812500 Penalty: 2814.751709
	Iteration 33Q: 3 clusters Score -731029.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -731042.750000 Penalty: 2814.751709
	Iteration 34Q: 3 clusters Score -731042.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -731058.750000 Penalty: 2814.751709
	Iteration 35Q: 3 clusters Score -731058.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -731077.687500 Penalty: 2814.751709
	Iteration 36Q: 3 clusters Score -731077.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -731091.875000 Penalty: 2814.751709
	Iteration 37Q: 3 clusters Score -731091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -731103.937500 Penalty: 2814.751709
	Iteration 38Q: 3 clusters Score -731103.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -731114.000000 Penalty: 2814.751709
	Iteration 39Q: 3 clusters Score -731114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -731128.875000 Penalty: 2814.751709
	Iteration 40F: 3 clusters Score -731128.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -731145.375000 Penalty: 2814.751709
	Iteration 41Q: 3 clusters Score -731145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -731152.812500 Penalty: 2814.751709
	Iteration 42Q: 3 clusters Score -731152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -731162.750000 Penalty: 2814.751709
	Iteration 43Q: 3 clusters Score -731162.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -731170.562500 Penalty: 2814.751709
	Iteration 44Q: 3 clusters Score -731170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -731176.312500 Penalty: 2814.751709
	Iteration 45Q: 3 clusters Score -731176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -731181.312500 Penalty: 2814.751709
	Iteration 46Q: 3 clusters Score -731181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -731184.500000 Penalty: 2814.751709
	Iteration 47Q: 3 clusters Score -731184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -731189.875000 Penalty: 2814.751709
	Iteration 48Q: 3 clusters Score -731189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -731191.812500 Penalty: 2814.751709
	Iteration 49Q: 3 clusters Score -731191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -731194.125000 Penalty: 2814.751709
	Iteration 50Q: 3 clusters Score -731194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -731195.625000 Penalty: 2814.751709
	Iteration 51Q: 3 clusters Score -731195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -731197.000000 Penalty: 2814.751709
	Iteration 52Q: 3 clusters Score -731197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -731197.250000 Penalty: 2814.751709
	Iteration 53Q: 3 clusters Score -731197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -731197.000000 Penalty: 2814.751709
	Iteration 54Q: 3 clusters Score -731197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -731197.875000 Penalty: 2814.751709
	Iteration 55Q: 3 clusters Score -731197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -731198.312500 Penalty: 2814.751709
	Iteration 56Q: 3 clusters Score -731198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -731199.500000 Penalty: 2814.751709
	Iteration 57Q: 3 clusters Score -731199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -731202.562500 Penalty: 2814.751709
	Iteration 58Q: 3 clusters Score -731202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -731206.125000 Penalty: 2814.751709
	Iteration 59Q: 3 clusters Score -731206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -731207.750000 Penalty: 2814.751709
	Iteration 60F: 3 clusters Score -731207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -731211.375000 Penalty: 2814.751709
	Iteration 61Q: 3 clusters Score -731211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -731210.312500 Penalty: 2814.751709
	Iteration 62Q: 3 clusters Score -731210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -731211.375000 Penalty: 2814.751709
	Iteration 63Q: 3 clusters Score -731211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -731211.937500 Penalty: 2814.751709
	Iteration 64Q: 3 clusters Score -731211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -731211.937500 Penalty: 2814.751709
	Iteration 65F: 3 clusters Score -731211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -605838.687500 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -605838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -602629.312500 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -602629.3 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -603476.750000 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -603476.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -603637.000000 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -603637 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -603714.125000 Penalty: 2675.370117
	Iteration 3Q: 3 clusters Score -603714.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -603777.250000 Penalty: 2675.370117
	Iteration 4Q: 3 clusters Score -603777.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -603834.375000 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -603834.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -603885.125000 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -603885.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -603929.625000 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -603929.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -603975.937500 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -603975.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -604058.812500 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -604058.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -604167.062500 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -604167.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -604316.000000 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -604316 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -604540.250000 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -604540.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -604773.000000 Penalty: 2675.370117
	Iteration 13F: 3 clusters Score -604773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -604981.937500 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -604981.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -605165.750000 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -605165.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -605307.750000 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -605307.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -605381.062500 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -605381.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -605443.000000 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -605443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -605488.937500 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -605488.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -605516.875000 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -605516.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -605539.437500 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -605539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -605552.125000 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -605552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -605559.250000 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -605559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -605563.750000 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -605563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605567.687500 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -605567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605571.937500 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -605571.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -605578.062500 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -605578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -605580.625000 Penalty: 2675.370117
	Iteration 28Q: 3 clusters Score -605580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -605582.437500 Penalty: 2675.370117
	Iteration 29Q: 3 clusters Score -605582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -605583.375000 Penalty: 2675.370117
	Iteration 30Q: 3 clusters Score -605583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -605584.625000 Penalty: 2675.370117
	Iteration 31Q: 3 clusters Score -605584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -605583.750000 Penalty: 2675.370117
	Iteration 32Q: 3 clusters Score -605583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -605583.750000 Penalty: 2675.370117
	Iteration 33F: 3 clusters Score -605583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Entering Unmasked Estep 
Score: -10012756.000000 Penalty: 1820.414062
	Iteration 0F: 2 clusters Score -1.001276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -9967247.000000 Penalty: 3640.828125
	Iteration 0F: 3 clusters Score -9967247 nChanged 34717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -9987567.000000 Penalty: 3640.828125
	Iteration 1F: 3 clusters Score -9987567 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -9988111.000000 Penalty: 3640.828125
	Iteration 2Q: 3 clusters Score -9988111 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -9988854.000000 Penalty: 3640.828125
	Iteration 3Q: 3 clusters Score -9988854 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -9989921.000000 Penalty: 3640.828125
	Iteration 4Q: 3 clusters Score -9989921 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -9991574.000000 Penalty: 3640.828125
	Iteration 5Q: 3 clusters Score -9991574 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -9994196.000000 Penalty: 3640.828125
	Iteration 6F: 3 clusters Score -9994196 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9997600.000000 Penalty: 3640.828125
	Iteration 7F: 3 clusters Score -9997600 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -10001070.000000 Penalty: 3640.828125
	Iteration 8F: 3 clusters Score -1.000107e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -10003210.000000 Penalty: 3640.828125
	Iteration 9Q: 3 clusters Score -1.000321e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -10004142.000000 Penalty: 3640.828125
	Iteration 10Q: 3 clusters Score -1.000414e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -10004574.000000 Penalty: 3640.828125
	Iteration 11Q: 3 clusters Score -1.000457e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -10004886.000000 Penalty: 3640.828125
	Iteration 12Q: 3 clusters Score -1.000489e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -10005091.000000 Penalty: 3640.828125
	Iteration 13Q: 3 clusters Score -1.000509e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -10005276.000000 Penalty: 3640.828125
	Iteration 14Q: 3 clusters Score -1.000528e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -10005564.000000 Penalty: 3640.828125
	Iteration 15Q: 3 clusters Score -1.000556e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -10005854.000000 Penalty: 3640.828125
	Iteration 16Q: 3 clusters Score -1.000585e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -10006135.000000 Penalty: 3640.828125
	Iteration 17Q: 3 clusters Score -1.000614e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -10006342.000000 Penalty: 3640.828125
	Iteration 18Q: 3 clusters Score -1.000634e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -10006563.000000 Penalty: 3640.828125
	Iteration 19Q: 3 clusters Score -1.000656e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -10006809.000000 Penalty: 3640.828125
	Iteration 20F: 3 clusters Score -1.000681e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -10006968.000000 Penalty: 3640.828125
	Iteration 21Q: 3 clusters Score -1.000697e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -10007188.000000 Penalty: 3640.828125
	Iteration 22Q: 3 clusters Score -1.000719e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -10007364.000000 Penalty: 3640.828125
	Iteration 23Q: 3 clusters Score -1.000736e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -10007563.000000 Penalty: 3640.828125
	Iteration 24Q: 3 clusters Score -1.000756e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -10007697.000000 Penalty: 3640.828125
	Iteration 25Q: 3 clusters Score -1.00077e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -10007881.000000 Penalty: 3640.828125
	Iteration 26Q: 3 clusters Score -1.000788e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -10008106.000000 Penalty: 3640.828125
	Iteration 27Q: 3 clusters Score -1.000811e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -10008262.000000 Penalty: 3640.828125
	Iteration 28Q: 3 clusters Score -1.000826e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -10008427.000000 Penalty: 3640.828125
	Iteration 29Q: 3 clusters Score -1.000843e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -10008563.000000 Penalty: 3640.828125
	Iteration 30Q: 3 clusters Score -1.000856e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -10008697.000000 Penalty: 3640.828125
	Iteration 31Q: 3 clusters Score -1.00087e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -10008826.000000 Penalty: 3640.828125
	Iteration 32Q: 3 clusters Score -1.000883e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -10009005.000000 Penalty: 3640.828125
	Iteration 33Q: 3 clusters Score -1.0009e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -10009256.000000 Penalty: 3640.828125
	Iteration 34Q: 3 clusters Score -1.000926e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -10009463.000000 Penalty: 3640.828125
	Iteration 35Q: 3 clusters Score -1.000946e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -10009596.000000 Penalty: 3640.828125
	Iteration 36Q: 3 clusters Score -1.00096e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -10009780.000000 Penalty: 3640.828125
	Iteration 37Q: 3 clusters Score -1.000978e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -10009923.000000 Penalty: 3640.828125
	Iteration 38Q: 3 clusters Score -1.000992e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -10010052.000000 Penalty: 3640.828125
	Iteration 39Q: 3 clusters Score -1.001005e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -10010332.000000 Penalty: 3640.828125
	Iteration 40F: 3 clusters Score -1.001033e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -10010492.000000 Penalty: 3640.828125
	Iteration 41Q: 3 clusters Score -1.001049e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -10010703.000000 Penalty: 3640.828125
	Iteration 42Q: 3 clusters Score -1.00107e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -10010858.000000 Penalty: 3640.828125
	Iteration 43Q: 3 clusters Score -1.001086e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -10010974.000000 Penalty: 3640.828125
	Iteration 44Q: 3 clusters Score -1.001097e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -10011103.000000 Penalty: 3640.828125
	Iteration 45Q: 3 clusters Score -1.00111e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -10011147.000000 Penalty: 3640.828125
	Iteration 46Q: 3 clusters Score -1.001115e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -10011190.000000 Penalty: 3640.828125
	Iteration 47Q: 3 clusters Score -1.001119e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -10011251.000000 Penalty: 3640.828125
	Iteration 48Q: 3 clusters Score -1.001125e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -10011305.000000 Penalty: 3640.828125
	Iteration 49Q: 3 clusters Score -1.00113e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -10011375.000000 Penalty: 3640.828125
	Iteration 50Q: 3 clusters Score -1.001138e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -10011424.000000 Penalty: 3640.828125
	Iteration 51Q: 3 clusters Score -1.001142e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -10011431.000000 Penalty: 3640.828125
	Iteration 52Q: 3 clusters Score -1.001143e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -10011424.000000 Penalty: 3640.828125
	Iteration 53Q: 3 clusters Score -1.001142e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -10011454.000000 Penalty: 3640.828125
	Iteration 54Q: 3 clusters Score -1.001145e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -10011521.000000 Penalty: 3640.828125
	Iteration 55Q: 3 clusters Score -1.001152e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -10011555.000000 Penalty: 3640.828125
	Iteration 56Q: 3 clusters Score -1.001156e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -10011576.000000 Penalty: 3640.828125
	Iteration 57Q: 3 clusters Score -1.001158e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -10011574.000000 Penalty: 3640.828125
	Iteration 58Q: 3 clusters Score -1.001157e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -10011610.000000 Penalty: 3640.828125
	Iteration 59Q: 3 clusters Score -1.001161e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -10011710.000000 Penalty: 3640.828125
	Iteration 60F: 3 clusters Score -1.001171e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -10011749.000000 Penalty: 3640.828125
	Iteration 61Q: 3 clusters Score -1.001175e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -10011776.000000 Penalty: 3640.828125
	Iteration 62Q: 3 clusters Score -1.001178e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -10011741.000000 Penalty: 3640.828125
	Iteration 63Q: 3 clusters Score -1.001174e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -10011771.000000 Penalty: 3640.828125
	Iteration 64Q: 3 clusters Score -1.001177e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -10011778.000000 Penalty: 3640.828125
	Iteration 65Q: 3 clusters Score -1.001178e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -10011813.000000 Penalty: 3640.828125
	Iteration 66Q: 3 clusters Score -1.001181e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -10011815.000000 Penalty: 3640.828125
	Iteration 67Q: 3 clusters Score -1.001182e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -10011843.000000 Penalty: 3640.828125
	Iteration 68Q: 3 clusters Score -1.001184e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -10011841.000000 Penalty: 3640.828125
	Iteration 69Q: 3 clusters Score -1.001184e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -10011844.000000 Penalty: 3640.828125
	Iteration 70Q: 3 clusters Score -1.001184e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -10011865.000000 Penalty: 3640.828125
	Iteration 71Q: 3 clusters Score -1.001186e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -10011873.000000 Penalty: 3640.828125
	Iteration 72Q: 3 clusters Score -1.001187e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -10011881.000000 Penalty: 3640.828125
	Iteration 73Q: 3 clusters Score -1.001188e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -10011899.000000 Penalty: 3640.828125
	Iteration 74Q: 3 clusters Score -1.00119e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -10011955.000000 Penalty: 3640.828125
	Iteration 75Q: 3 clusters Score -1.001196e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -10011914.000000 Penalty: 3640.828125
	Iteration 76Q: 3 clusters Score -1.001191e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -10011895.000000 Penalty: 3640.828125
	Iteration 77Q: 3 clusters Score -1.00119e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -10011920.000000 Penalty: 3640.828125
	Iteration 78Q: 3 clusters Score -1.001192e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -10011946.000000 Penalty: 3640.828125
	Iteration 79Q: 3 clusters Score -1.001195e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -10011976.000000 Penalty: 3640.828125
	Iteration 80F: 3 clusters Score -1.001198e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -10011967.000000 Penalty: 3640.828125
	Iteration 81Q: 3 clusters Score -1.001197e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -10011969.000000 Penalty: 3640.828125
	Iteration 82Q: 3 clusters Score -1.001197e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -10011974.000000 Penalty: 3640.828125
	Iteration 83Q: 3 clusters Score -1.001197e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -10011995.000000 Penalty: 3640.828125
	Iteration 84Q: 3 clusters Score -1.0012e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -10011992.000000 Penalty: 3640.828125
	Iteration 85Q: 3 clusters Score -1.001199e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -10011990.000000 Penalty: 3640.828125
	Iteration 86Q: 3 clusters Score -1.001199e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -10012020.000000 Penalty: 3640.828125
	Iteration 87Q: 3 clusters Score -1.001202e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -10011996.000000 Penalty: 3640.828125
	Iteration 88Q: 3 clusters Score -1.0012e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -10011997.000000 Penalty: 3640.828125
	Iteration 89Q: 3 clusters Score -1.0012e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -10012018.000000 Penalty: 3640.828125
	Iteration 90Q: 3 clusters Score -1.001202e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -10012030.000000 Penalty: 3640.828125
	Iteration 91Q: 3 clusters Score -1.001203e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -10012031.000000 Penalty: 3640.828125
	Iteration 92Q: 3 clusters Score -1.001203e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -10012028.000000 Penalty: 3640.828125
	Iteration 93Q: 3 clusters Score -1.001203e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -10012037.000000 Penalty: 3640.828125
	Iteration 94Q: 3 clusters Score -1.001204e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -10012026.000000 Penalty: 3640.828125
	Iteration 95Q: 3 clusters Score -1.001203e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -10012037.000000 Penalty: 3640.828125
	Iteration 96Q: 3 clusters Score -1.001204e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -10012029.000000 Penalty: 3640.828125
	Iteration 97Q: 3 clusters Score -1.001203e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -10012053.000000 Penalty: 3640.828125
	Iteration 98Q: 3 clusters Score -1.001205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -10012064.000000 Penalty: 3640.828125
	Iteration 99Q: 3 clusters Score -1.001206e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -10012069.000000 Penalty: 3640.828125
	Iteration 100F: 3 clusters Score -1.001207e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -10012050.000000 Penalty: 3640.828125
	Iteration 101Q: 3 clusters Score -1.001205e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -10012022.000000 Penalty: 3640.828125
	Iteration 102Q: 3 clusters Score -1.001202e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -10012034.000000 Penalty: 3640.828125
	Iteration 103Q: 3 clusters Score -1.001203e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -10012053.000000 Penalty: 3640.828125
	Iteration 104Q: 3 clusters Score -1.001205e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -10012075.000000 Penalty: 3640.828125
	Iteration 105Q: 3 clusters Score -1.001208e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -10012087.000000 Penalty: 3640.828125
	Iteration 106Q: 3 clusters Score -1.001209e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -10012069.000000 Penalty: 3640.828125
	Iteration 107Q: 3 clusters Score -1.001207e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -10012071.000000 Penalty: 3640.828125
	Iteration 108Q: 3 clusters Score -1.001207e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -10012090.000000 Penalty: 3640.828125
	Iteration 109Q: 3 clusters Score -1.001209e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -10012075.000000 Penalty: 3640.828125
	Iteration 110Q: 3 clusters Score -1.001208e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -10012085.000000 Penalty: 3640.828125
	Iteration 111Q: 3 clusters Score -1.001208e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -10012097.000000 Penalty: 3640.828125
	Iteration 112Q: 3 clusters Score -1.00121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -10012101.000000 Penalty: 3640.828125
	Iteration 113Q: 3 clusters Score -1.00121e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -10012084.000000 Penalty: 3640.828125
	Iteration 114Q: 3 clusters Score -1.001208e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -10012121.000000 Penalty: 3640.828125
	Iteration 115Q: 3 clusters Score -1.001212e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -10012101.000000 Penalty: 3640.828125
	Iteration 116Q: 3 clusters Score -1.00121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -10012088.000000 Penalty: 3640.828125
	Iteration 117Q: 3 clusters Score -1.001209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -10012091.000000 Penalty: 3640.828125
	Iteration 118Q: 3 clusters Score -1.001209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10012103.000000 Penalty: 3640.828125
	Iteration 119Q: 3 clusters Score -1.00121e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -10012099.000000 Penalty: 3640.828125
	Iteration 120F: 3 clusters Score -1.00121e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -10012108.000000 Penalty: 3640.828125
	Iteration 121Q: 3 clusters Score -1.001211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -10012102.000000 Penalty: 3640.828125
	Iteration 122Q: 3 clusters Score -1.00121e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10012115.000000 Penalty: 3640.828125
	Iteration 123Q: 3 clusters Score -1.001212e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -10012104.000000 Penalty: 3640.828125
	Iteration 124Q: 3 clusters Score -1.00121e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -10012117.000000 Penalty: 3640.828125
	Iteration 125Q: 3 clusters Score -1.001212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -10012117.000000 Penalty: 3640.828125
	Iteration 126Q: 3 clusters Score -1.001212e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -10012107.000000 Penalty: 3640.828125
	Iteration 127Q: 3 clusters Score -1.001211e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -10012126.000000 Penalty: 3640.828125
	Iteration 128Q: 3 clusters Score -1.001213e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -10012114.000000 Penalty: 3640.828125
	Iteration 129Q: 3 clusters Score -1.001211e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -10012121.000000 Penalty: 3640.828125
	Iteration 130Q: 3 clusters Score -1.001212e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -10012134.000000 Penalty: 3640.828125
	Iteration 131Q: 3 clusters Score -1.001213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -10012129.000000 Penalty: 3640.828125
	Iteration 132Q: 3 clusters Score -1.001213e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -10012151.000000 Penalty: 3640.828125
	Iteration 133Q: 3 clusters Score -1.001215e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -10012159.000000 Penalty: 3640.828125
	Iteration 134Q: 3 clusters Score -1.001216e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -10012185.000000 Penalty: 3640.828125
	Iteration 135Q: 3 clusters Score -1.001218e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -10012178.000000 Penalty: 3640.828125
	Iteration 136Q: 3 clusters Score -1.001218e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -10012168.000000 Penalty: 3640.828125
	Iteration 137Q: 3 clusters Score -1.001217e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -10012152.000000 Penalty: 3640.828125
	Iteration 138Q: 3 clusters Score -1.001215e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -10012168.000000 Penalty: 3640.828125
	Iteration 139Q: 3 clusters Score -1.001217e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -10012158.000000 Penalty: 3640.828125
	Iteration 140F: 3 clusters Score -1.001216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -10012147.000000 Penalty: 3640.828125
	Iteration 141Q: 3 clusters Score -1.001215e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -10012146.000000 Penalty: 3640.828125
	Iteration 142Q: 3 clusters Score -1.001215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -10012159.000000 Penalty: 3640.828125
	Iteration 143Q: 3 clusters Score -1.001216e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -10012138.000000 Penalty: 3640.828125
	Iteration 144Q: 3 clusters Score -1.001214e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -10012157.000000 Penalty: 3640.828125
	Iteration 145Q: 3 clusters Score -1.001216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -10012152.000000 Penalty: 3640.828125
	Iteration 146Q: 3 clusters Score -1.001215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -10012145.000000 Penalty: 3640.828125
	Iteration 147Q: 3 clusters Score -1.001214e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -10012132.000000 Penalty: 3640.828125
	Iteration 148Q: 3 clusters Score -1.001213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -10012120.000000 Penalty: 3640.828125
	Iteration 149Q: 3 clusters Score -1.001212e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -10012126.000000 Penalty: 3640.828125
	Iteration 150Q: 3 clusters Score -1.001213e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -10012130.000000 Penalty: 3640.828125
	Iteration 151Q: 3 clusters Score -1.001213e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -10012117.000000 Penalty: 3640.828125
	Iteration 152Q: 3 clusters Score -1.001212e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -10012130.000000 Penalty: 3640.828125
	Iteration 153Q: 3 clusters Score -1.001213e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -10012136.000000 Penalty: 3640.828125
	Iteration 154Q: 3 clusters Score -1.001214e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -10012140.000000 Penalty: 3640.828125
	Iteration 155Q: 3 clusters Score -1.001214e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -10012144.000000 Penalty: 3640.828125
	Iteration 156Q: 3 clusters Score -1.001214e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -10012149.000000 Penalty: 3640.828125
	Iteration 157Q: 3 clusters Score -1.001215e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -10012166.000000 Penalty: 3640.828125
	Iteration 158Q: 3 clusters Score -1.001217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -10012147.000000 Penalty: 3640.828125
	Iteration 159Q: 3 clusters Score -1.001215e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -10012148.000000 Penalty: 3640.828125
	Iteration 160F: 3 clusters Score -1.001215e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -10012156.000000 Penalty: 3640.828125
	Iteration 161Q: 3 clusters Score -1.001216e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -10012166.000000 Penalty: 3640.828125
	Iteration 162Q: 3 clusters Score -1.001217e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -10012162.000000 Penalty: 3640.828125
	Iteration 163Q: 3 clusters Score -1.001216e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -10012176.000000 Penalty: 3640.828125
	Iteration 164Q: 3 clusters Score -1.001218e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -10012162.000000 Penalty: 3640.828125
	Iteration 165Q: 3 clusters Score -1.001216e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -10012180.000000 Penalty: 3640.828125
	Iteration 166Q: 3 clusters Score -1.001218e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -10012181.000000 Penalty: 3640.828125
	Iteration 167Q: 3 clusters Score -1.001218e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -10012172.000000 Penalty: 3640.828125
	Iteration 168Q: 3 clusters Score -1.001217e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10012165.000000 Penalty: 3640.828125
	Iteration 169Q: 3 clusters Score -1.001216e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -10012187.000000 Penalty: 3640.828125
	Iteration 170Q: 3 clusters Score -1.001219e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10012183.000000 Penalty: 3640.828125
	Iteration 171Q: 3 clusters Score -1.001218e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -10012200.000000 Penalty: 3640.828125
	Iteration 172Q: 3 clusters Score -1.00122e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -10012238.000000 Penalty: 3640.828125
	Iteration 173Q: 3 clusters Score -1.001224e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -10012237.000000 Penalty: 3640.828125
	Iteration 174Q: 3 clusters Score -1.001224e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -10012225.000000 Penalty: 3640.828125
	Iteration 175Q: 3 clusters Score -1.001222e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -10012214.000000 Penalty: 3640.828125
	Iteration 176Q: 3 clusters Score -1.001221e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -10012237.000000 Penalty: 3640.828125
	Iteration 177Q: 3 clusters Score -1.001224e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -10012251.000000 Penalty: 3640.828125
	Iteration 178Q: 3 clusters Score -1.001225e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -10012264.000000 Penalty: 3640.828125
	Iteration 179Q: 3 clusters Score -1.001226e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10012282.000000 Penalty: 3640.828125
	Iteration 180F: 3 clusters Score -1.001228e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -10012254.000000 Penalty: 3640.828125
	Iteration 181Q: 3 clusters Score -1.001225e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -10012240.000000 Penalty: 3640.828125
	Iteration 182Q: 3 clusters Score -1.001224e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -10012213.000000 Penalty: 3640.828125
	Iteration 183Q: 3 clusters Score -1.001221e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -10012180.000000 Penalty: 3640.828125
	Iteration 184Q: 3 clusters Score -1.001218e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -10012205.000000 Penalty: 3640.828125
	Iteration 185Q: 3 clusters Score -1.00122e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -10012210.000000 Penalty: 3640.828125
	Iteration 186Q: 3 clusters Score -1.001221e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -10012199.000000 Penalty: 3640.828125
	Iteration 187Q: 3 clusters Score -1.00122e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -10012218.000000 Penalty: 3640.828125
	Iteration 188Q: 3 clusters Score -1.001222e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -10012202.000000 Penalty: 3640.828125
	Iteration 189Q: 3 clusters Score -1.00122e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -10012210.000000 Penalty: 3640.828125
	Iteration 190Q: 3 clusters Score -1.001221e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -10012186.000000 Penalty: 3640.828125
	Iteration 191Q: 3 clusters Score -1.001219e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -10012165.000000 Penalty: 3640.828125
	Iteration 192Q: 3 clusters Score -1.001216e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -10012170.000000 Penalty: 3640.828125
	Iteration 193Q: 3 clusters Score -1.001217e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -10012185.000000 Penalty: 3640.828125
	Iteration 194Q: 3 clusters Score -1.001218e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -10012239.000000 Penalty: 3640.828125
	Iteration 195Q: 3 clusters Score -1.001224e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -10012265.000000 Penalty: 3640.828125
	Iteration 196Q: 3 clusters Score -1.001226e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -10012249.000000 Penalty: 3640.828125
	Iteration 197Q: 3 clusters Score -1.001225e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -10012248.000000 Penalty: 3640.828125
	Iteration 198Q: 3 clusters Score -1.001225e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -10012259.000000 Penalty: 3640.828125
	Iteration 199Q: 3 clusters Score -1.001226e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -10012272.000000 Penalty: 3640.828125
	Iteration 200F: 3 clusters Score -1.001227e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -10012271.000000 Penalty: 3640.828125
	Iteration 201Q: 3 clusters Score -1.001227e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -10012301.000000 Penalty: 3640.828125
	Iteration 202Q: 3 clusters Score -1.00123e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -10012334.000000 Penalty: 3640.828125
	Iteration 203Q: 3 clusters Score -1.001233e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -10012349.000000 Penalty: 3640.828125
	Iteration 204Q: 3 clusters Score -1.001235e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -10012372.000000 Penalty: 3640.828125
	Iteration 205Q: 3 clusters Score -1.001237e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -10012362.000000 Penalty: 3640.828125
	Iteration 206Q: 3 clusters Score -1.001236e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -10012398.000000 Penalty: 3640.828125
	Iteration 207Q: 3 clusters Score -1.00124e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -10012415.000000 Penalty: 3640.828125
	Iteration 208Q: 3 clusters Score -1.001242e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -10012424.000000 Penalty: 3640.828125
	Iteration 209Q: 3 clusters Score -1.001242e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -10012438.000000 Penalty: 3640.828125
	Iteration 210Q: 3 clusters Score -1.001244e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -10012450.000000 Penalty: 3640.828125
	Iteration 211Q: 3 clusters Score -1.001245e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -10012488.000000 Penalty: 3640.828125
	Iteration 212Q: 3 clusters Score -1.001249e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -10012517.000000 Penalty: 3640.828125
	Iteration 213Q: 3 clusters Score -1.001252e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -10012519.000000 Penalty: 3640.828125
	Iteration 214Q: 3 clusters Score -1.001252e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -10012544.000000 Penalty: 3640.828125
	Iteration 215Q: 3 clusters Score -1.001254e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -10012612.000000 Penalty: 3640.828125
	Iteration 216Q: 3 clusters Score -1.001261e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -10012598.000000 Penalty: 3640.828125
	Iteration 217Q: 3 clusters Score -1.00126e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -10012593.000000 Penalty: 3640.828125
	Iteration 218Q: 3 clusters Score -1.001259e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -10012592.000000 Penalty: 3640.828125
	Iteration 219Q: 3 clusters Score -1.001259e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -10012554.000000 Penalty: 3640.828125
	Iteration 220F: 3 clusters Score -1.001255e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -10012565.000000 Penalty: 3640.828125
	Iteration 221Q: 3 clusters Score -1.001256e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -10012538.000000 Penalty: 3640.828125
	Iteration 222Q: 3 clusters Score -1.001254e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -10012543.000000 Penalty: 3640.828125
	Iteration 223Q: 3 clusters Score -1.001254e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -10012611.000000 Penalty: 3640.828125
	Iteration 224Q: 3 clusters Score -1.001261e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -10012672.000000 Penalty: 3640.828125
	Iteration 225Q: 3 clusters Score -1.001267e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -10012691.000000 Penalty: 3640.828125
	Iteration 226Q: 3 clusters Score -1.001269e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -10012663.000000 Penalty: 3640.828125
	Iteration 227Q: 3 clusters Score -1.001266e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -10012654.000000 Penalty: 3640.828125
	Iteration 228Q: 3 clusters Score -1.001265e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -10012640.000000 Penalty: 3640.828125
	Iteration 229Q: 3 clusters Score -1.001264e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -10012622.000000 Penalty: 3640.828125
	Iteration 230Q: 3 clusters Score -1.001262e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -10012601.000000 Penalty: 3640.828125
	Iteration 231Q: 3 clusters Score -1.00126e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -10012587.000000 Penalty: 3640.828125
	Iteration 232Q: 3 clusters Score -1.001259e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -10012552.000000 Penalty: 3640.828125
	Iteration 233Q: 3 clusters Score -1.001255e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -10012555.000000 Penalty: 3640.828125
	Iteration 234Q: 3 clusters Score -1.001256e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -10012510.000000 Penalty: 3640.828125
	Iteration 235Q: 3 clusters Score -1.001251e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -10012514.000000 Penalty: 3640.828125
	Iteration 236Q: 3 clusters Score -1.001251e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -10012469.000000 Penalty: 3640.828125
	Iteration 237Q: 3 clusters Score -1.001247e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -10012444.000000 Penalty: 3640.828125
	Iteration 238Q: 3 clusters Score -1.001244e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -10012424.000000 Penalty: 3640.828125
	Iteration 239Q: 3 clusters Score -1.001242e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -10012387.000000 Penalty: 3640.828125
	Iteration 240F: 3 clusters Score -1.001239e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -10012346.000000 Penalty: 3640.828125
	Iteration 241Q: 3 clusters Score -1.001235e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -10012343.000000 Penalty: 3640.828125
	Iteration 242Q: 3 clusters Score -1.001234e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -10012335.000000 Penalty: 3640.828125
	Iteration 243Q: 3 clusters Score -1.001234e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -10012285.000000 Penalty: 3640.828125
	Iteration 244Q: 3 clusters Score -1.001228e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -10012267.000000 Penalty: 3640.828125
	Iteration 245Q: 3 clusters Score -1.001227e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -10012259.000000 Penalty: 3640.828125
	Iteration 246Q: 3 clusters Score -1.001226e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -10012214.000000 Penalty: 3640.828125
	Iteration 247Q: 3 clusters Score -1.001221e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -10012189.000000 Penalty: 3640.828125
	Iteration 248Q: 3 clusters Score -1.001219e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -10012178.000000 Penalty: 3640.828125
	Iteration 249Q: 3 clusters Score -1.001218e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -10012162.000000 Penalty: 3640.828125
	Iteration 250Q: 3 clusters Score -1.001216e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -10012121.000000 Penalty: 3640.828125
	Iteration 251Q: 3 clusters Score -1.001212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -10012103.000000 Penalty: 3640.828125
	Iteration 252Q: 3 clusters Score -1.00121e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -10012103.000000 Penalty: 3640.828125
	Iteration 253Q: 3 clusters Score -1.00121e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -10012084.000000 Penalty: 3640.828125
	Iteration 254Q: 3 clusters Score -1.001208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -10012070.000000 Penalty: 3640.828125
	Iteration 255Q: 3 clusters Score -1.001207e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -10012063.000000 Penalty: 3640.828125
	Iteration 256Q: 3 clusters Score -1.001206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -10012055.000000 Penalty: 3640.828125
	Iteration 257Q: 3 clusters Score -1.001206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -10012038.000000 Penalty: 3640.828125
	Iteration 258Q: 3 clusters Score -1.001204e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -10012036.000000 Penalty: 3640.828125
	Iteration 259Q: 3 clusters Score -1.001204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -10012032.000000 Penalty: 3640.828125
	Iteration 260F: 3 clusters Score -1.001203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -10012049.000000 Penalty: 3640.828125
	Iteration 261Q: 3 clusters Score -1.001205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -10012041.000000 Penalty: 3640.828125
	Iteration 262Q: 3 clusters Score -1.001204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -10012036.000000 Penalty: 3640.828125
	Iteration 263Q: 3 clusters Score -1.001204e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -10012004.000000 Penalty: 3640.828125
	Iteration 264Q: 3 clusters Score -1.0012e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -10012017.000000 Penalty: 3640.828125
	Iteration 265Q: 3 clusters Score -1.001202e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -10012002.000000 Penalty: 3640.828125
	Iteration 266Q: 3 clusters Score -1.0012e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -10012005.000000 Penalty: 3640.828125
	Iteration 267Q: 3 clusters Score -1.0012e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -10011999.000000 Penalty: 3640.828125
	Iteration 268Q: 3 clusters Score -1.0012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -10011988.000000 Penalty: 3640.828125
	Iteration 269Q: 3 clusters Score -1.001199e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -10011993.000000 Penalty: 3640.828125
	Iteration 270Q: 3 clusters Score -1.001199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -10012000.000000 Penalty: 3640.828125
	Iteration 271Q: 3 clusters Score -1.0012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -10011972.000000 Penalty: 3640.828125
	Iteration 272Q: 3 clusters Score -1.001197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -10011989.000000 Penalty: 3640.828125
	Iteration 273Q: 3 clusters Score -1.001199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -10011984.000000 Penalty: 3640.828125
	Iteration 274Q: 3 clusters Score -1.001198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -10011980.000000 Penalty: 3640.828125
	Iteration 275Q: 3 clusters Score -1.001198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -10011984.000000 Penalty: 3640.828125
	Iteration 276Q: 3 clusters Score -1.001198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -10011992.000000 Penalty: 3640.828125
	Iteration 277Q: 3 clusters Score -1.001199e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -10012007.000000 Penalty: 3640.828125
	Iteration 278Q: 3 clusters Score -1.001201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -10011971.000000 Penalty: 3640.828125
	Iteration 279Q: 3 clusters Score -1.001197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -10011956.000000 Penalty: 3640.828125
	Iteration 280F: 3 clusters Score -1.001196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -10011969.000000 Penalty: 3640.828125
	Iteration 281Q: 3 clusters Score -1.001197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -10011958.000000 Penalty: 3640.828125
	Iteration 282Q: 3 clusters Score -1.001196e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -10011943.000000 Penalty: 3640.828125
	Iteration 283Q: 3 clusters Score -1.001194e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -10011928.000000 Penalty: 3640.828125
	Iteration 284Q: 3 clusters Score -1.001193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -10011917.000000 Penalty: 3640.828125
	Iteration 285Q: 3 clusters Score -1.001192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -10011913.000000 Penalty: 3640.828125
	Iteration 286Q: 3 clusters Score -1.001191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -10011913.000000 Penalty: 3640.828125
	Iteration 287Q: 3 clusters Score -1.001191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -10011891.000000 Penalty: 3640.828125
	Iteration 288Q: 3 clusters Score -1.001189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -10011884.000000 Penalty: 3640.828125
	Iteration 289Q: 3 clusters Score -1.001188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -10011878.000000 Penalty: 3640.828125
	Iteration 290Q: 3 clusters Score -1.001188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -10011865.000000 Penalty: 3640.828125
	Iteration 291Q: 3 clusters Score -1.001186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -10011874.000000 Penalty: 3640.828125
	Iteration 292Q: 3 clusters Score -1.001187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -10011870.000000 Penalty: 3640.828125
	Iteration 293Q: 3 clusters Score -1.001187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -10011879.000000 Penalty: 3640.828125
	Iteration 294Q: 3 clusters Score -1.001188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -10011881.000000 Penalty: 3640.828125
	Iteration 295Q: 3 clusters Score -1.001188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -10011869.000000 Penalty: 3640.828125
	Iteration 296Q: 3 clusters Score -1.001187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -10011873.000000 Penalty: 3640.828125
	Iteration 297Q: 3 clusters Score -1.001187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -10011868.000000 Penalty: 3640.828125
	Iteration 298Q: 3 clusters Score -1.001187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -10011870.000000 Penalty: 3640.828125
	Iteration 299Q: 3 clusters Score -1.001187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -10011862.000000 Penalty: 3640.828125
	Iteration 300F: 3 clusters Score -1.001186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -10011855.000000 Penalty: 3640.828125
	Iteration 301Q: 3 clusters Score -1.001186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -10011849.000000 Penalty: 3640.828125
	Iteration 302Q: 3 clusters Score -1.001185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -10011844.000000 Penalty: 3640.828125
	Iteration 303Q: 3 clusters Score -1.001184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -10011843.000000 Penalty: 3640.828125
	Iteration 304Q: 3 clusters Score -1.001184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -10011848.000000 Penalty: 3640.828125
	Iteration 305Q: 3 clusters Score -1.001185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -10011851.000000 Penalty: 3640.828125
	Iteration 306Q: 3 clusters Score -1.001185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -10011852.000000 Penalty: 3640.828125
	Iteration 307Q: 3 clusters Score -1.001185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -10011857.000000 Penalty: 3640.828125
	Iteration 308Q: 3 clusters Score -1.001186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -10011853.000000 Penalty: 3640.828125
	Iteration 309Q: 3 clusters Score -1.001185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -10011852.000000 Penalty: 3640.828125
	Iteration 310Q: 3 clusters Score -1.001185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -10011848.000000 Penalty: 3640.828125
	Iteration 311Q: 3 clusters Score -1.001185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -10011850.000000 Penalty: 3640.828125
	Iteration 312Q: 3 clusters Score -1.001185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -10011850.000000 Penalty: 3640.828125
	Iteration 313Q: 3 clusters Score -1.001185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -10011839.000000 Penalty: 3640.828125
	Iteration 314Q: 3 clusters Score -1.001184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -10011837.000000 Penalty: 3640.828125
	Iteration 315Q: 3 clusters Score -1.001184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -10011839.000000 Penalty: 3640.828125
	Iteration 316Q: 3 clusters Score -1.001184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -10011840.000000 Penalty: 3640.828125
	Iteration 317Q: 3 clusters Score -1.001184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -10011840.000000 Penalty: 3640.828125
	Iteration 318Q: 3 clusters Score -1.001184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -10011832.000000 Penalty: 3640.828125
	Iteration 319Q: 3 clusters Score -1.001183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -10011844.000000 Penalty: 3640.828125
	Iteration 320F: 3 clusters Score -1.001184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -10011837.000000 Penalty: 3640.828125
	Iteration 321Q: 3 clusters Score -1.001184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -10011836.000000 Penalty: 3640.828125
	Iteration 322Q: 3 clusters Score -1.001184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -10011840.000000 Penalty: 3640.828125
	Iteration 323Q: 3 clusters Score -1.001184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -10011828.000000 Penalty: 3640.828125
	Iteration 324Q: 3 clusters Score -1.001183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -10011832.000000 Penalty: 3640.828125
	Iteration 325Q: 3 clusters Score -1.001183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -10011828.000000 Penalty: 3640.828125
	Iteration 326Q: 3 clusters Score -1.001183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -10011823.000000 Penalty: 3640.828125
	Iteration 327Q: 3 clusters Score -1.001182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -10011833.000000 Penalty: 3640.828125
	Iteration 328Q: 3 clusters Score -1.001183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -10011833.000000 Penalty: 3640.828125
	Iteration 329F: 3 clusters Score -1.001183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -98699.554688 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -98699.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97429.835938 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -97429.84 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97616.695312 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -97616.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97659.960938 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -97659.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97699.265625 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -97699.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97719.414062 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -97719.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97740.453125 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -97740.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97754.632812 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -97754.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97762.132812 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -97762.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97767.054688 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -97767.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97768.101562 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -97768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97770.281250 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -97770.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97777.523438 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -97777.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97783.632812 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -97783.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97792.507812 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -97792.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97796.062500 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -97796.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97803.484375 Penalty: 2160.076904
	Iteration 15Q: 3 clusters Score -97803.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97807.359375 Penalty: 2160.076904
	Iteration 16Q: 3 clusters Score -97807.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97813.398438 Penalty: 2160.076904
	Iteration 17Q: 3 clusters Score -97813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97822.906250 Penalty: 2160.076904
	Iteration 18Q: 3 clusters Score -97822.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97829.273438 Penalty: 2160.076904
	Iteration 19Q: 3 clusters Score -97829.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97837.992188 Penalty: 2160.076904
	Iteration 20F: 3 clusters Score -97837.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97841.632812 Penalty: 2160.076904
	Iteration 21Q: 3 clusters Score -97841.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97846.984375 Penalty: 2160.076904
	Iteration 22Q: 3 clusters Score -97846.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97848.640625 Penalty: 2160.076904
	Iteration 23Q: 3 clusters Score -97848.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97849.203125 Penalty: 2160.076904
	Iteration 24Q: 3 clusters Score -97849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97849.203125 Penalty: 2160.076904
	Iteration 25F: 3 clusters Score -97849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -453996.781250 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -453996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -450944.281250 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -450944.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -451920.312500 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -451920.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -452268.343750 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -452268.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452534.406250 Penalty: 2650.119141
	Iteration 3F: 3 clusters Score -452534.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -452721.718750 Penalty: 2650.119141
	Iteration 4F: 3 clusters Score -452721.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -452838.218750 Penalty: 2650.119141
	Iteration 5Q: 3 clusters Score -452838.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -452932.156250 Penalty: 2650.119141
	Iteration 6Q: 3 clusters Score -452932.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -452994.187500 Penalty: 2650.119141
	Iteration 7Q: 3 clusters Score -452994.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -453033.812500 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -453033.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -453052.906250 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -453052.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -453062.218750 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -453062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -453072.218750 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -453072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -453077.125000 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -453077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -453080.250000 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -453080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -453082.031250 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -453082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -453084.375000 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -453084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -453088.656250 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -453088.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -453096.562500 Penalty: 2650.119141
	Iteration 17Q: 3 clusters Score -453096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -453106.500000 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -453106.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -453121.937500 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -453121.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -453146.000000 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -453146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -453187.625000 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -453187.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -453243.187500 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -453243.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -453306.687500 Penalty: 2650.119141
	Iteration 23Q: 3 clusters Score -453306.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -453353.562500 Penalty: 2650.119141
	Iteration 24Q: 3 clusters Score -453353.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -453386.656250 Penalty: 2650.119141
	Iteration 25Q: 3 clusters Score -453386.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -453398.031250 Penalty: 2650.119141
	Iteration 26Q: 3 clusters Score -453398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -453406.625000 Penalty: 2650.119141
	Iteration 27Q: 3 clusters Score -453406.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -453422.218750 Penalty: 2650.119141
	Iteration 28Q: 3 clusters Score -453422.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -453436.406250 Penalty: 2650.119141
	Iteration 29Q: 3 clusters Score -453436.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -453447.781250 Penalty: 2650.119141
	Iteration 30Q: 3 clusters Score -453447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -453459.187500 Penalty: 2650.119141
	Iteration 31Q: 3 clusters Score -453459.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -453469.718750 Penalty: 2650.119141
	Iteration 32Q: 3 clusters Score -453469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -453476.562500 Penalty: 2650.119141
	Iteration 33Q: 3 clusters Score -453476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -453480.406250 Penalty: 2650.119141
	Iteration 34Q: 3 clusters Score -453480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -453481.843750 Penalty: 2650.119141
	Iteration 35Q: 3 clusters Score -453481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -453482.468750 Penalty: 2650.119141
	Iteration 36Q: 3 clusters Score -453482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -453482.937500 Penalty: 2650.119141
	Iteration 37Q: 3 clusters Score -453482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -453484.781250 Penalty: 2650.119141
	Iteration 38Q: 3 clusters Score -453484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -453488.656250 Penalty: 2650.119141
	Iteration 39Q: 3 clusters Score -453488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -453493.843750 Penalty: 2650.119141
	Iteration 40F: 3 clusters Score -453493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -453497.218750 Penalty: 2650.119141
	Iteration 41Q: 3 clusters Score -453497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -453501.937500 Penalty: 2650.119141
	Iteration 42Q: 3 clusters Score -453501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -453508.375000 Penalty: 2650.119141
	Iteration 43Q: 3 clusters Score -453508.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -453517.437500 Penalty: 2650.119141
	Iteration 44Q: 3 clusters Score -453517.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -453525.000000 Penalty: 2650.119141
	Iteration 45Q: 3 clusters Score -453525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -453537.281250 Penalty: 2650.119141
	Iteration 46Q: 3 clusters Score -453537.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -453548.062500 Penalty: 2650.119141
	Iteration 47Q: 3 clusters Score -453548.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -453559.093750 Penalty: 2650.119141
	Iteration 48Q: 3 clusters Score -453559.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -453565.781250 Penalty: 2650.119141
	Iteration 49Q: 3 clusters Score -453565.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -453573.156250 Penalty: 2650.119141
	Iteration 50Q: 3 clusters Score -453573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -453578.125000 Penalty: 2650.119141
	Iteration 51Q: 3 clusters Score -453578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -453581.625000 Penalty: 2650.119141
	Iteration 52Q: 3 clusters Score -453581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -453586.437500 Penalty: 2650.119141
	Iteration 53Q: 3 clusters Score -453586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -453590.093750 Penalty: 2650.119141
	Iteration 54Q: 3 clusters Score -453590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -453598.468750 Penalty: 2650.119141
	Iteration 55Q: 3 clusters Score -453598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -453604.062500 Penalty: 2650.119141
	Iteration 56Q: 3 clusters Score -453604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -453608.125000 Penalty: 2650.119141
	Iteration 57Q: 3 clusters Score -453608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -453613.281250 Penalty: 2650.119141
	Iteration 58Q: 3 clusters Score -453613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -453616.093750 Penalty: 2650.119141
	Iteration 59Q: 3 clusters Score -453616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -453617.468750 Penalty: 2650.119141
	Iteration 60F: 3 clusters Score -453617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -453619.562500 Penalty: 2650.119141
	Iteration 61Q: 3 clusters Score -453619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -453620.968750 Penalty: 2650.119141
	Iteration 62Q: 3 clusters Score -453621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -453622.781250 Penalty: 2650.119141
	Iteration 63Q: 3 clusters Score -453622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -453627.250000 Penalty: 2650.119141
	Iteration 64Q: 3 clusters Score -453627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -453629.437500 Penalty: 2650.119141
	Iteration 65Q: 3 clusters Score -453629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -453629.500000 Penalty: 2650.119141
	Iteration 66Q: 3 clusters Score -453629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -453629.406250 Penalty: 2650.119141
	Iteration 67Q: 3 clusters Score -453629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -453629.968750 Penalty: 2650.119141
	Iteration 68Q: 3 clusters Score -453630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -453629.968750 Penalty: 2650.119141
	Iteration 69F: 3 clusters Score -453630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -124232.125000 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -124232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122818.453125 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -122818.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123085.023438 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -123085 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -123193.851562 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -123193.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123269.289062 Penalty: 2234.785889
	Iteration 3F: 3 clusters Score -123269.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123306.703125 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -123306.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123330.070312 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -123330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123344.195312 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -123344.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -123362.164062 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -123362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123380.312500 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -123380.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123390.765625 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -123390.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123402.656250 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -123402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123409.914062 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -123409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123416.101562 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -123416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123420.390625 Penalty: 2234.785889
	Iteration 13Q: 3 clusters Score -123420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -123423.632812 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -123423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123427.250000 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -123427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123430.453125 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -123430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123432.382812 Penalty: 2234.785889
	Iteration 17Q: 3 clusters Score -123432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123437.460938 Penalty: 2234.785889
	Iteration 18Q: 3 clusters Score -123437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123448.656250 Penalty: 2234.785889
	Iteration 19Q: 3 clusters Score -123448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123452.070312 Penalty: 2234.785889
	Iteration 20F: 3 clusters Score -123452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123455.773438 Penalty: 2234.785889
	Iteration 21Q: 3 clusters Score -123455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123456.367188 Penalty: 2234.785889
	Iteration 22Q: 3 clusters Score -123456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123456.367188 Penalty: 2234.785889
	Iteration 23F: 3 clusters Score -123456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -83566.257812 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -83566.26 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 330 members 
Entering Unmasked Estep 
Score: -82403.804688 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -82403.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82657.406250 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -82657.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82765.718750 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -82765.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82858.906250 Penalty: 2110.961182
	Iteration 3F: 3 clusters Score -82858.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82943.257812 Penalty: 2110.961182
	Iteration 4F: 3 clusters Score -82943.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82994.773438 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82994.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83019.125000 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -83019.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83029.625000 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -83029.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83033.312500 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -83033.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83040.078125 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -83040.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83042.593750 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -83042.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -83046.804688 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -83046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83053.101562 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -83053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83065.257812 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -83065.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83071.328125 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -83071.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83075.390625 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -83075.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83075.390625 Penalty: 2110.961182
	Iteration 16F: 3 clusters Score -83075.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -142047.390625 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -142047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140540.250000 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -140540.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140816.640625 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -140816.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140896.265625 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -140896.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140948.890625 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -140948.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -140982.484375 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -140982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141003.296875 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -141003.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141018.359375 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -141018.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141030.968750 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -141031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141045.984375 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -141046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141053.750000 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -141053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141068.156250 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -141068.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141102.578125 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -141102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -141131.750000 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -141131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141153.171875 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -141153.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141170.234375 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -141170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141176.265625 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -141176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141177.703125 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -141177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141179.640625 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -141179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141180.781250 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -141180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141182.062500 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -141182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141182.812500 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -141182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -141184.375000 Penalty: 2277.176025
	Iteration 21Q: 3 clusters Score -141184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141186.343750 Penalty: 2277.176025
	Iteration 22Q: 3 clusters Score -141186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141187.093750 Penalty: 2277.176025
	Iteration 23Q: 3 clusters Score -141187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -141187.937500 Penalty: 2277.176025
	Iteration 24Q: 3 clusters Score -141187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -141192.828125 Penalty: 2277.176025
	Iteration 25Q: 3 clusters Score -141192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141201.703125 Penalty: 2277.176025
	Iteration 26Q: 3 clusters Score -141201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141211.859375 Penalty: 2277.176025
	Iteration 27Q: 3 clusters Score -141211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141230.843750 Penalty: 2277.176025
	Iteration 28Q: 3 clusters Score -141230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141241.609375 Penalty: 2277.176025
	Iteration 29Q: 3 clusters Score -141241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141246.734375 Penalty: 2277.176025
	Iteration 30Q: 3 clusters Score -141246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141252.281250 Penalty: 2277.176025
	Iteration 31Q: 3 clusters Score -141252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141258.031250 Penalty: 2277.176025
	Iteration 32Q: 3 clusters Score -141258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141265.390625 Penalty: 2277.176025
	Iteration 33Q: 3 clusters Score -141265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141270.281250 Penalty: 2277.176025
	Iteration 34Q: 3 clusters Score -141270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141271.140625 Penalty: 2277.176025
	Iteration 35Q: 3 clusters Score -141271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141271.812500 Penalty: 2277.176025
	Iteration 36Q: 3 clusters Score -141271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141273.546875 Penalty: 2277.176025
	Iteration 37Q: 3 clusters Score -141273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141277.640625 Penalty: 2277.176025
	Iteration 38Q: 3 clusters Score -141277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141279.890625 Penalty: 2277.176025
	Iteration 39Q: 3 clusters Score -141279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141282.375000 Penalty: 2277.176025
	Iteration 40F: 3 clusters Score -141282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141283.640625 Penalty: 2277.176025
	Iteration 41Q: 3 clusters Score -141283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141283.859375 Penalty: 2277.176025
	Iteration 42Q: 3 clusters Score -141283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141284.328125 Penalty: 2277.176025
	Iteration 43Q: 3 clusters Score -141284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141284.578125 Penalty: 2277.176025
	Iteration 44Q: 3 clusters Score -141284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141284.578125 Penalty: 2277.176025
	Iteration 45F: 3 clusters Score -141284.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20880.158203 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -20880.16 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 169 members 
Entering Unmasked Estep 
Score: -20068.781250 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20068.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20276.353516 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20276.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20377.777344 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -20377.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20446.669922 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -20446.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20501.306641 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -20501.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20526.427734 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -20526.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20551.257812 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -20551.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20572.849609 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -20572.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20574.328125 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -20574.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20574.328125 Penalty: 1871.643066
	Iteration 9F: 3 clusters Score -20574.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -8734.381836 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -8734.382 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 107 members 
Entering Unmasked Estep 
Score: -8016.646973 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -8016.647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8110.540527 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -8110.541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8157.336426 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -8157.336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8185.784180 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -8185.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8193.262695 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -8193.263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8195.623047 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -8195.623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8199.565430 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -8199.565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8207.693359 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -8207.693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8214.597656 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -8214.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8217.599609 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -8217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8220.117188 Penalty: 1726.791992
	Iteration 10Q: 3 clusters Score -8220.117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8220.117188 Penalty: 1726.791992
	Iteration 11F: 3 clusters Score -8220.117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -134794.218750 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -134794.2 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 600 members 
Entering Unmasked Estep 
Score: -133270.625000 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -133270.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133634.125000 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -133634.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133769.796875 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -133769.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133848.921875 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -133848.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133908.234375 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -133908.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133967.031250 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -133967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134006.734375 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -134006.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134045.140625 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -134045.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134083.218750 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -134083.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134120.421875 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -134120.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134151.765625 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -134151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134164.781250 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -134164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134173.453125 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -134173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134182.062500 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -134182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134189.093750 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -134189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134198.625000 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -134198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134208.359375 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -134208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134217.531250 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -134217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134230.687500 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -134230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134238.984375 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -134239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134247.453125 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -134247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134259.500000 Penalty: 2299.363037
	Iteration 21Q: 3 clusters Score -134259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134267.437500 Penalty: 2299.363037
	Iteration 22Q: 3 clusters Score -134267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134275.406250 Penalty: 2299.363037
	Iteration 23Q: 3 clusters Score -134275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134285.312500 Penalty: 2299.363037
	Iteration 24Q: 3 clusters Score -134285.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134293.640625 Penalty: 2299.363037
	Iteration 25Q: 3 clusters Score -134293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134295.406250 Penalty: 2299.363037
	Iteration 26Q: 3 clusters Score -134295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134296.859375 Penalty: 2299.363037
	Iteration 27Q: 3 clusters Score -134296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134298.812500 Penalty: 2299.363037
	Iteration 28Q: 3 clusters Score -134298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134304.546875 Penalty: 2299.363037
	Iteration 29Q: 3 clusters Score -134304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134305.875000 Penalty: 2299.363037
	Iteration 30Q: 3 clusters Score -134305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134305.875000 Penalty: 2299.363037
	Iteration 31F: 3 clusters Score -134305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -649629.625000 Penalty: 1394.368896
	Iteration 0F: 2 clusters Score -649629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -645471.250000 Penalty: 2788.737793
	Iteration 0F: 3 clusters Score -645471.2 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -646620.562500 Penalty: 2788.737793
	Iteration 1F: 3 clusters Score -646620.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -646839.437500 Penalty: 2788.737793
	Iteration 2F: 3 clusters Score -646839.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -647003.500000 Penalty: 2788.737793
	Iteration 3F: 3 clusters Score -647003.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -647134.250000 Penalty: 2788.737793
	Iteration 4Q: 3 clusters Score -647134.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -647248.187500 Penalty: 2788.737793
	Iteration 5Q: 3 clusters Score -647248.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -647351.062500 Penalty: 2788.737793
	Iteration 6Q: 3 clusters Score -647351.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -647446.250000 Penalty: 2788.737793
	Iteration 7Q: 3 clusters Score -647446.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -647538.375000 Penalty: 2788.737793
	Iteration 8Q: 3 clusters Score -647538.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -647626.187500 Penalty: 2788.737793
	Iteration 9Q: 3 clusters Score -647626.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -647728.250000 Penalty: 2788.737793
	Iteration 10Q: 3 clusters Score -647728.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -647821.687500 Penalty: 2788.737793
	Iteration 11Q: 3 clusters Score -647821.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -647933.437500 Penalty: 2788.737793
	Iteration 12Q: 3 clusters Score -647933.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -648044.687500 Penalty: 2788.737793
	Iteration 13Q: 3 clusters Score -648044.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -648145.187500 Penalty: 2788.737793
	Iteration 14Q: 3 clusters Score -648145.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -648246.250000 Penalty: 2788.737793
	Iteration 15Q: 3 clusters Score -648246.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -648343.875000 Penalty: 2788.737793
	Iteration 16Q: 3 clusters Score -648343.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -648415.000000 Penalty: 2788.737793
	Iteration 17Q: 3 clusters Score -648415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -648485.687500 Penalty: 2788.737793
	Iteration 18Q: 3 clusters Score -648485.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -648547.750000 Penalty: 2788.737793
	Iteration 19Q: 3 clusters Score -648547.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -648605.687500 Penalty: 2788.737793
	Iteration 20F: 3 clusters Score -648605.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -648657.687500 Penalty: 2788.737793
	Iteration 21Q: 3 clusters Score -648657.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -648699.437500 Penalty: 2788.737793
	Iteration 22Q: 3 clusters Score -648699.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -648746.375000 Penalty: 2788.737793
	Iteration 23Q: 3 clusters Score -648746.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -648782.500000 Penalty: 2788.737793
	Iteration 24Q: 3 clusters Score -648782.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -648811.625000 Penalty: 2788.737793
	Iteration 25Q: 3 clusters Score -648811.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -648839.375000 Penalty: 2788.737793
	Iteration 26Q: 3 clusters Score -648839.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -648869.000000 Penalty: 2788.737793
	Iteration 27Q: 3 clusters Score -648869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -648893.750000 Penalty: 2788.737793
	Iteration 28Q: 3 clusters Score -648893.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -648911.500000 Penalty: 2788.737793
	Iteration 29Q: 3 clusters Score -648911.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -648924.875000 Penalty: 2788.737793
	Iteration 30Q: 3 clusters Score -648924.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -648930.687500 Penalty: 2788.737793
	Iteration 31Q: 3 clusters Score -648930.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -648937.312500 Penalty: 2788.737793
	Iteration 32Q: 3 clusters Score -648937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -648941.250000 Penalty: 2788.737793
	Iteration 33Q: 3 clusters Score -648941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -648945.000000 Penalty: 2788.737793
	Iteration 34Q: 3 clusters Score -648945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -648949.750000 Penalty: 2788.737793
	Iteration 35Q: 3 clusters Score -648949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -648953.875000 Penalty: 2788.737793
	Iteration 36Q: 3 clusters Score -648953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -648957.437500 Penalty: 2788.737793
	Iteration 37Q: 3 clusters Score -648957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -648959.437500 Penalty: 2788.737793
	Iteration 38Q: 3 clusters Score -648959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -648961.000000 Penalty: 2788.737793
	Iteration 39Q: 3 clusters Score -648961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -648962.125000 Penalty: 2788.737793
	Iteration 40F: 3 clusters Score -648962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -648964.187500 Penalty: 2788.737793
	Iteration 41Q: 3 clusters Score -648964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -648964.187500 Penalty: 2788.737793
	Iteration 42Q: 3 clusters Score -648964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -648963.875000 Penalty: 2788.737793
	Iteration 43Q: 3 clusters Score -648963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -648965.687500 Penalty: 2788.737793
	Iteration 44Q: 3 clusters Score -648965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -648966.062500 Penalty: 2788.737793
	Iteration 45Q: 3 clusters Score -648966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -648966.312500 Penalty: 2788.737793
	Iteration 46Q: 3 clusters Score -648966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -648966.187500 Penalty: 2788.737793
	Iteration 47Q: 3 clusters Score -648966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -648967.250000 Penalty: 2788.737793
	Iteration 48Q: 3 clusters Score -648967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -648967.250000 Penalty: 2788.737793
	Iteration 49F: 3 clusters Score -648967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -51317.492188 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -51317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50330.371094 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -50330.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50501.453125 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -50501.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50574.054688 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -50574.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50642.609375 Penalty: 1967.692871
	Iteration 3F: 3 clusters Score -50642.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50700.277344 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -50700.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50763.214844 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -50763.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50807.878906 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -50807.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50877.988281 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -50877.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50919.300781 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -50919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50942.523438 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -50942.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50954.214844 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -50954.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50954.214844 Penalty: 1967.692871
	Iteration 11F: 3 clusters Score -50954.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1959893.625000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1959894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1949888.875000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1949889 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1953434.125000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1953434 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1953928.250000 Penalty: 3116.374756
	Iteration 2F: 3 clusters Score -1953928 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1954537.250000 Penalty: 3116.374756
	Iteration 3F: 3 clusters Score -1954537 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1955381.750000 Penalty: 3116.374756
	Iteration 4F: 3 clusters Score -1955382 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1956408.125000 Penalty: 3116.374756
	Iteration 5F: 3 clusters Score -1956408 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1957237.875000 Penalty: 3116.374756
	Iteration 6F: 3 clusters Score -1957238 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1957705.375000 Penalty: 3116.374756
	Iteration 7F: 3 clusters Score -1957705 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1957931.500000 Penalty: 3116.374756
	Iteration 8Q: 3 clusters Score -1957932 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1958041.125000 Penalty: 3116.374756
	Iteration 9Q: 3 clusters Score -1958041 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1958102.500000 Penalty: 3116.374756
	Iteration 10Q: 3 clusters Score -1958102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1958129.000000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1958129 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1958147.000000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1958147 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1958167.500000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1958168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1958183.500000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1958184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1958190.000000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1958190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1958195.500000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1958196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1958198.875000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1958199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1958204.125000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1958204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1958204.250000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1958204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1958201.750000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1958202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1958209.250000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1958209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1958215.125000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1958215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1958212.750000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1958213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1958212.875000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1958213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1958219.625000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1958220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1958220.625000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1958221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1958221.625000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1958222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1958226.000000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1958226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1958229.250000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1958229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1958231.875000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1958232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1958235.625000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1958236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1958234.000000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1958234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1958233.875000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1958234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1958237.375000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1958237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1958240.250000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1958240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1958250.625000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1958251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1958249.875000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1958250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1958250.875000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1958251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1958252.125000 Penalty: 3116.374756
	Iteration 39Q: 3 clusters Score -1958252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1958253.625000 Penalty: 3116.374756
	Iteration 40F: 3 clusters Score -1958254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1958250.875000 Penalty: 3116.374756
	Iteration 41Q: 3 clusters Score -1958251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1958259.250000 Penalty: 3116.374756
	Iteration 42Q: 3 clusters Score -1958259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1958261.875000 Penalty: 3116.374756
	Iteration 43Q: 3 clusters Score -1958262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1958266.000000 Penalty: 3116.374756
	Iteration 44Q: 3 clusters Score -1958266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1958266.500000 Penalty: 3116.374756
	Iteration 45Q: 3 clusters Score -1958266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1958269.500000 Penalty: 3116.374756
	Iteration 46Q: 3 clusters Score -1958270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1958273.500000 Penalty: 3116.374756
	Iteration 47Q: 3 clusters Score -1958274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1958275.250000 Penalty: 3116.374756
	Iteration 48Q: 3 clusters Score -1958275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1958279.500000 Penalty: 3116.374756
	Iteration 49Q: 3 clusters Score -1958280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1958291.625000 Penalty: 3116.374756
	Iteration 50Q: 3 clusters Score -1958292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1958293.750000 Penalty: 3116.374756
	Iteration 51Q: 3 clusters Score -1958294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1958302.500000 Penalty: 3116.374756
	Iteration 52Q: 3 clusters Score -1958302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1958311.875000 Penalty: 3116.374756
	Iteration 53Q: 3 clusters Score -1958312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1958311.875000 Penalty: 3116.374756
	Iteration 54Q: 3 clusters Score -1958312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1958323.125000 Penalty: 3116.374756
	Iteration 55Q: 3 clusters Score -1958323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1958328.875000 Penalty: 3116.374756
	Iteration 56Q: 3 clusters Score -1958329 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1958337.000000 Penalty: 3116.374756
	Iteration 57Q: 3 clusters Score -1958337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1958349.750000 Penalty: 3116.374756
	Iteration 58Q: 3 clusters Score -1958350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1958354.250000 Penalty: 3116.374756
	Iteration 59Q: 3 clusters Score -1958354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1958366.375000 Penalty: 3116.374756
	Iteration 60F: 3 clusters Score -1958366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1958378.125000 Penalty: 3116.374756
	Iteration 61Q: 3 clusters Score -1958378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1958388.875000 Penalty: 3116.374756
	Iteration 62Q: 3 clusters Score -1958389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1958397.375000 Penalty: 3116.374756
	Iteration 63Q: 3 clusters Score -1958397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1958413.375000 Penalty: 3116.374756
	Iteration 64Q: 3 clusters Score -1958413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1958431.375000 Penalty: 3116.374756
	Iteration 65Q: 3 clusters Score -1958431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1958447.375000 Penalty: 3116.374756
	Iteration 66Q: 3 clusters Score -1958447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1958461.000000 Penalty: 3116.374756
	Iteration 67Q: 3 clusters Score -1958461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1958472.250000 Penalty: 3116.374756
	Iteration 68Q: 3 clusters Score -1958472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1958491.250000 Penalty: 3116.374756
	Iteration 69Q: 3 clusters Score -1958491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1958500.375000 Penalty: 3116.374756
	Iteration 70Q: 3 clusters Score -1958500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1958509.375000 Penalty: 3116.374756
	Iteration 71Q: 3 clusters Score -1958509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1958512.375000 Penalty: 3116.374756
	Iteration 72Q: 3 clusters Score -1958512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1958527.750000 Penalty: 3116.374756
	Iteration 73Q: 3 clusters Score -1958528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1958547.250000 Penalty: 3116.374756
	Iteration 74Q: 3 clusters Score -1958547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1958563.500000 Penalty: 3116.374756
	Iteration 75Q: 3 clusters Score -1958564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1958583.500000 Penalty: 3116.374756
	Iteration 76Q: 3 clusters Score -1958584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1958589.875000 Penalty: 3116.374756
	Iteration 77Q: 3 clusters Score -1958590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1958607.250000 Penalty: 3116.374756
	Iteration 78Q: 3 clusters Score -1958607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1958623.000000 Penalty: 3116.374756
	Iteration 79Q: 3 clusters Score -1958623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1958633.750000 Penalty: 3116.374756
	Iteration 80F: 3 clusters Score -1958634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1958646.500000 Penalty: 3116.374756
	Iteration 81Q: 3 clusters Score -1958646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1958655.375000 Penalty: 3116.374756
	Iteration 82Q: 3 clusters Score -1958655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1958664.875000 Penalty: 3116.374756
	Iteration 83Q: 3 clusters Score -1958665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1958679.375000 Penalty: 3116.374756
	Iteration 84Q: 3 clusters Score -1958679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1958690.000000 Penalty: 3116.374756
	Iteration 85Q: 3 clusters Score -1958690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1958701.500000 Penalty: 3116.374756
	Iteration 86Q: 3 clusters Score -1958702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1958711.750000 Penalty: 3116.374756
	Iteration 87Q: 3 clusters Score -1958712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1958715.000000 Penalty: 3116.374756
	Iteration 88Q: 3 clusters Score -1958715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1958723.625000 Penalty: 3116.374756
	Iteration 89Q: 3 clusters Score -1958724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1958736.500000 Penalty: 3116.374756
	Iteration 90Q: 3 clusters Score -1958736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1958741.125000 Penalty: 3116.374756
	Iteration 91Q: 3 clusters Score -1958741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1958749.125000 Penalty: 3116.374756
	Iteration 92Q: 3 clusters Score -1958749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1958752.375000 Penalty: 3116.374756
	Iteration 93Q: 3 clusters Score -1958752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1958755.625000 Penalty: 3116.374756
	Iteration 94Q: 3 clusters Score -1958756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1958759.875000 Penalty: 3116.374756
	Iteration 95Q: 3 clusters Score -1958760 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1958767.250000 Penalty: 3116.374756
	Iteration 96Q: 3 clusters Score -1958767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1958777.500000 Penalty: 3116.374756
	Iteration 97Q: 3 clusters Score -1958778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1958781.125000 Penalty: 3116.374756
	Iteration 98Q: 3 clusters Score -1958781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1958792.125000 Penalty: 3116.374756
	Iteration 99Q: 3 clusters Score -1958792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1958795.000000 Penalty: 3116.374756
	Iteration 100F: 3 clusters Score -1958795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1958797.375000 Penalty: 3116.374756
	Iteration 101Q: 3 clusters Score -1958797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1958799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1958801.375000 Penalty: 3116.374756
	Iteration 103Q: 3 clusters Score -1958801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1958800.250000 Penalty: 3116.374756
	Iteration 104Q: 3 clusters Score -1958800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1958800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1958801.625000 Penalty: 3116.374756
	Iteration 106Q: 3 clusters Score -1958802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1958808.750000 Penalty: 3116.374756
	Iteration 107Q: 3 clusters Score -1958809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1958807.750000 Penalty: 3116.374756
	Iteration 108Q: 3 clusters Score -1958808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1958808.000000 Penalty: 3116.374756
	Iteration 109Q: 3 clusters Score -1958808 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1958811.250000 Penalty: 3116.374756
	Iteration 110Q: 3 clusters Score -1958811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1958811.875000 Penalty: 3116.374756
	Iteration 111Q: 3 clusters Score -1958812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1958815.250000 Penalty: 3116.374756
	Iteration 112Q: 3 clusters Score -1958815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1958816.875000 Penalty: 3116.374756
	Iteration 113Q: 3 clusters Score -1958817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1958819.500000 Penalty: 3116.374756
	Iteration 114Q: 3 clusters Score -1958820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1958823.250000 Penalty: 3116.374756
	Iteration 115Q: 3 clusters Score -1958823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1958826.875000 Penalty: 3116.374756
	Iteration 116Q: 3 clusters Score -1958827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1958825.500000 Penalty: 3116.374756
	Iteration 117Q: 3 clusters Score -1958826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1958824.875000 Penalty: 3116.374756
	Iteration 118Q: 3 clusters Score -1958825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1958830.375000 Penalty: 3116.374756
	Iteration 119Q: 3 clusters Score -1958830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1958830.875000 Penalty: 3116.374756
	Iteration 120F: 3 clusters Score -1958831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1958833.250000 Penalty: 3116.374756
	Iteration 121Q: 3 clusters Score -1958833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1958834.000000 Penalty: 3116.374756
	Iteration 122Q: 3 clusters Score -1958834 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1958839.250000 Penalty: 3116.374756
	Iteration 123Q: 3 clusters Score -1958839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1958844.000000 Penalty: 3116.374756
	Iteration 124Q: 3 clusters Score -1958844 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1958846.375000 Penalty: 3116.374756
	Iteration 125Q: 3 clusters Score -1958846 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1958851.500000 Penalty: 3116.374756
	Iteration 126Q: 3 clusters Score -1958852 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1958857.500000 Penalty: 3116.374756
	Iteration 127Q: 3 clusters Score -1958858 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1958864.500000 Penalty: 3116.374756
	Iteration 128Q: 3 clusters Score -1958864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1958863.250000 Penalty: 3116.374756
	Iteration 129Q: 3 clusters Score -1958863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1958871.500000 Penalty: 3116.374756
	Iteration 130Q: 3 clusters Score -1958872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1958871.000000 Penalty: 3116.374756
	Iteration 131Q: 3 clusters Score -1958871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1958872.500000 Penalty: 3116.374756
	Iteration 132Q: 3 clusters Score -1958872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1958875.125000 Penalty: 3116.374756
	Iteration 133Q: 3 clusters Score -1958875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1958873.875000 Penalty: 3116.374756
	Iteration 134Q: 3 clusters Score -1958874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1958873.125000 Penalty: 3116.374756
	Iteration 135Q: 3 clusters Score -1958873 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1958874.625000 Penalty: 3116.374756
	Iteration 136Q: 3 clusters Score -1958875 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13712 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1958874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1958873.375000 Penalty: 3116.374756
	Iteration 138Q: 3 clusters Score -1958873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1958873.375000 Penalty: 3116.374756
	Iteration 139F: 3 clusters Score -1958873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1356576.125000 Penalty: 1501.104492
	Iteration 0F: 2 clusters Score -1356576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1349174.750000 Penalty: 3002.208984
	Iteration 0F: 3 clusters Score -1349175 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1351631.500000 Penalty: 3002.208984
	Iteration 1F: 3 clusters Score -1351632 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1351936.500000 Penalty: 3002.208984
	Iteration 2F: 3 clusters Score -1351936 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1352210.750000 Penalty: 3002.208984
	Iteration 3F: 3 clusters Score -1352211 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1352455.625000 Penalty: 3002.208984
	Iteration 4Q: 3 clusters Score -1352456 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1352696.250000 Penalty: 3002.208984
	Iteration 5Q: 3 clusters Score -1352696 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1352966.375000 Penalty: 3002.208984
	Iteration 6Q: 3 clusters Score -1352966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1353239.875000 Penalty: 3002.208984
	Iteration 7Q: 3 clusters Score -1353240 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1353560.875000 Penalty: 3002.208984
	Iteration 8Q: 3 clusters Score -1353561 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1353861.375000 Penalty: 3002.208984
	Iteration 9Q: 3 clusters Score -1353861 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1354187.500000 Penalty: 3002.208984
	Iteration 10Q: 3 clusters Score -1354188 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1354453.000000 Penalty: 3002.208984
	Iteration 11Q: 3 clusters Score -1354453 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1354644.625000 Penalty: 3002.208984
	Iteration 12Q: 3 clusters Score -1354645 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1354787.000000 Penalty: 3002.208984
	Iteration 13Q: 3 clusters Score -1354787 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1354862.875000 Penalty: 3002.208984
	Iteration 14Q: 3 clusters Score -1354863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1354922.250000 Penalty: 3002.208984
	Iteration 15Q: 3 clusters Score -1354922 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1354959.000000 Penalty: 3002.208984
	Iteration 16Q: 3 clusters Score -1354959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1354987.500000 Penalty: 3002.208984
	Iteration 17Q: 3 clusters Score -1354988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1355007.500000 Penalty: 3002.208984
	Iteration 18Q: 3 clusters Score -1355008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1355021.000000 Penalty: 3002.208984
	Iteration 19Q: 3 clusters Score -1355021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1355041.750000 Penalty: 3002.208984
	Iteration 20F: 3 clusters Score -1355042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1355054.125000 Penalty: 3002.208984
	Iteration 21Q: 3 clusters Score -1355054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1355064.250000 Penalty: 3002.208984
	Iteration 22Q: 3 clusters Score -1355064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1355072.625000 Penalty: 3002.208984
	Iteration 23Q: 3 clusters Score -1355073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1355084.000000 Penalty: 3002.208984
	Iteration 24Q: 3 clusters Score -1355084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1355096.625000 Penalty: 3002.208984
	Iteration 25Q: 3 clusters Score -1355097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1355112.000000 Penalty: 3002.208984
	Iteration 26Q: 3 clusters Score -1355112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1355129.250000 Penalty: 3002.208984
	Iteration 27Q: 3 clusters Score -1355129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1355150.000000 Penalty: 3002.208984
	Iteration 28Q: 3 clusters Score -1355150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1355175.375000 Penalty: 3002.208984
	Iteration 29Q: 3 clusters Score -1355175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1355212.000000 Penalty: 3002.208984
	Iteration 30Q: 3 clusters Score -1355212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1355260.625000 Penalty: 3002.208984
	Iteration 31Q: 3 clusters Score -1355261 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1355323.625000 Penalty: 3002.208984
	Iteration 32Q: 3 clusters Score -1355324 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1355395.625000 Penalty: 3002.208984
	Iteration 33Q: 3 clusters Score -1355396 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1355492.000000 Penalty: 3002.208984
	Iteration 34Q: 3 clusters Score -1355492 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1355605.125000 Penalty: 3002.208984
	Iteration 35Q: 3 clusters Score -1355605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1355709.375000 Penalty: 3002.208984
	Iteration 36Q: 3 clusters Score -1355709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1355809.625000 Penalty: 3002.208984
	Iteration 37Q: 3 clusters Score -1355810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1355901.500000 Penalty: 3002.208984
	Iteration 38Q: 3 clusters Score -1355902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1355996.375000 Penalty: 3002.208984
	Iteration 39Q: 3 clusters Score -1355996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1356108.250000 Penalty: 3002.208984
	Iteration 40F: 3 clusters Score -1356108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1356252.500000 Penalty: 3002.208984
	Iteration 41Q: 3 clusters Score -1356252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1356357.625000 Penalty: 3002.208984
	Iteration 42Q: 3 clusters Score -1356358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1356403.500000 Penalty: 3002.208984
	Iteration 43Q: 3 clusters Score -1356404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1356423.000000 Penalty: 3002.208984
	Iteration 44Q: 3 clusters Score -1356423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1356428.750000 Penalty: 3002.208984
	Iteration 45Q: 3 clusters Score -1356429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1356432.625000 Penalty: 3002.208984
	Iteration 46Q: 3 clusters Score -1356433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1356432.750000 Penalty: 3002.208984
	Iteration 47Q: 3 clusters Score -1356433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1356433.375000 Penalty: 3002.208984
	Iteration 48Q: 3 clusters Score -1356433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1356432.375000 Penalty: 3002.208984
	Iteration 49Q: 3 clusters Score -1356432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1356435.250000 Penalty: 3002.208984
	Iteration 50Q: 3 clusters Score -1356435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1356434.250000 Penalty: 3002.208984
	Iteration 51Q: 3 clusters Score -1356434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1356434.250000 Penalty: 3002.208984
	Iteration 52F: 3 clusters Score -1356434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Entering Unmasked Estep 
Score: -4540123.500000 Penalty: 1700.031250
	Iteration 0F: 2 clusters Score -4540124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4516626.000000 Penalty: 3400.062500
	Iteration 0F: 3 clusters Score -4516626 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4525610.500000 Penalty: 3400.062500
	Iteration 1F: 3 clusters Score -4525610 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4526333.000000 Penalty: 3400.062500
	Iteration 2Q: 3 clusters Score -4526333 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4527256.500000 Penalty: 3400.062500
	Iteration 3F: 3 clusters Score -4527256 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4528296.000000 Penalty: 3400.062500
	Iteration 4F: 3 clusters Score -4528296 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4529360.000000 Penalty: 3400.062500
	Iteration 5F: 3 clusters Score -4529360 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4530495.000000 Penalty: 3400.062500
	Iteration 6F: 3 clusters Score -4530495 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4531716.500000 Penalty: 3400.062500
	Iteration 7F: 3 clusters Score -4531716 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4532958.500000 Penalty: 3400.062500
	Iteration 8F: 3 clusters Score -4532958 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4534129.500000 Penalty: 3400.062500
	Iteration 9Q: 3 clusters Score -4534130 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4535200.000000 Penalty: 3400.062500
	Iteration 10Q: 3 clusters Score -4535200 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4536060.000000 Penalty: 3400.062500
	Iteration 11Q: 3 clusters Score -4536060 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4536828.000000 Penalty: 3400.062500
	Iteration 12Q: 3 clusters Score -4536828 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4537429.500000 Penalty: 3400.062500
	Iteration 13Q: 3 clusters Score -4537430 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4537868.500000 Penalty: 3400.062500
	Iteration 14Q: 3 clusters Score -4537868 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4538176.500000 Penalty: 3400.062500
	Iteration 15Q: 3 clusters Score -4538176 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4538386.500000 Penalty: 3400.062500
	Iteration 16Q: 3 clusters Score -4538386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4538529.500000 Penalty: 3400.062500
	Iteration 17Q: 3 clusters Score -4538530 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4538640.000000 Penalty: 3400.062500
	Iteration 18Q: 3 clusters Score -4538640 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4538720.000000 Penalty: 3400.062500
	Iteration 19Q: 3 clusters Score -4538720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4538777.000000 Penalty: 3400.062500
	Iteration 20F: 3 clusters Score -4538777 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4538821.000000 Penalty: 3400.062500
	Iteration 21Q: 3 clusters Score -4538821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4538858.500000 Penalty: 3400.062500
	Iteration 22Q: 3 clusters Score -4538858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4538877.500000 Penalty: 3400.062500
	Iteration 23Q: 3 clusters Score -4538878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4538897.500000 Penalty: 3400.062500
	Iteration 24Q: 3 clusters Score -4538898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4538910.000000 Penalty: 3400.062500
	Iteration 25Q: 3 clusters Score -4538910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4538916.500000 Penalty: 3400.062500
	Iteration 26Q: 3 clusters Score -4538916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4538929.000000 Penalty: 3400.062500
	Iteration 27Q: 3 clusters Score -4538929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4538942.500000 Penalty: 3400.062500
	Iteration 28Q: 3 clusters Score -4538942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4538954.000000 Penalty: 3400.062500
	Iteration 29Q: 3 clusters Score -4538954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4538962.000000 Penalty: 3400.062500
	Iteration 30Q: 3 clusters Score -4538962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4538976.000000 Penalty: 3400.062500
	Iteration 31Q: 3 clusters Score -4538976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4538973.500000 Penalty: 3400.062500
	Iteration 32Q: 3 clusters Score -4538974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4538981.000000 Penalty: 3400.062500
	Iteration 33Q: 3 clusters Score -4538981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4538995.000000 Penalty: 3400.062500
	Iteration 34Q: 3 clusters Score -4538995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4539009.500000 Penalty: 3400.062500
	Iteration 35Q: 3 clusters Score -4539010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4539016.500000 Penalty: 3400.062500
	Iteration 36Q: 3 clusters Score -4539016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4539021.000000 Penalty: 3400.062500
	Iteration 37Q: 3 clusters Score -4539021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4539030.500000 Penalty: 3400.062500
	Iteration 38Q: 3 clusters Score -4539030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4539033.500000 Penalty: 3400.062500
	Iteration 39Q: 3 clusters Score -4539034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4539033.000000 Penalty: 3400.062500
	Iteration 40F: 3 clusters Score -4539033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4539031.500000 Penalty: 3400.062500
	Iteration 41Q: 3 clusters Score -4539032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4539035.000000 Penalty: 3400.062500
	Iteration 42Q: 3 clusters Score -4539035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4539045.000000 Penalty: 3400.062500
	Iteration 43Q: 3 clusters Score -4539045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4539043.000000 Penalty: 3400.062500
	Iteration 44Q: 3 clusters Score -4539043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4539042.000000 Penalty: 3400.062500
	Iteration 45Q: 3 clusters Score -4539042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4539045.500000 Penalty: 3400.062500
	Iteration 46Q: 3 clusters Score -4539046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4539050.000000 Penalty: 3400.062500
	Iteration 47Q: 3 clusters Score -4539050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4539049.000000 Penalty: 3400.062500
	Iteration 48Q: 3 clusters Score -4539049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4539048.500000 Penalty: 3400.062500
	Iteration 49Q: 3 clusters Score -4539048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4539054.000000 Penalty: 3400.062500
	Iteration 50Q: 3 clusters Score -4539054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4539060.000000 Penalty: 3400.062500
	Iteration 51Q: 3 clusters Score -4539060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4539058.000000 Penalty: 3400.062500
	Iteration 52Q: 3 clusters Score -4539058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4539058.000000 Penalty: 3400.062500
	Iteration 53Q: 3 clusters Score -4539058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4539061.000000 Penalty: 3400.062500
	Iteration 54Q: 3 clusters Score -4539061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4539065.000000 Penalty: 3400.062500
	Iteration 55Q: 3 clusters Score -4539065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4539066.000000 Penalty: 3400.062500
	Iteration 56Q: 3 clusters Score -4539066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4539070.000000 Penalty: 3400.062500
	Iteration 57Q: 3 clusters Score -4539070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4539085.000000 Penalty: 3400.062500
	Iteration 58Q: 3 clusters Score -4539085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4539082.500000 Penalty: 3400.062500
	Iteration 59Q: 3 clusters Score -4539082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4539082.000000 Penalty: 3400.062500
	Iteration 60F: 3 clusters Score -4539082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4539083.500000 Penalty: 3400.062500
	Iteration 61Q: 3 clusters Score -4539084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4539089.000000 Penalty: 3400.062500
	Iteration 62Q: 3 clusters Score -4539089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4539091.500000 Penalty: 3400.062500
	Iteration 63Q: 3 clusters Score -4539092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4539094.500000 Penalty: 3400.062500
	Iteration 64Q: 3 clusters Score -4539094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4539106.500000 Penalty: 3400.062500
	Iteration 65Q: 3 clusters Score -4539106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4539111.500000 Penalty: 3400.062500
	Iteration 66Q: 3 clusters Score -4539112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4539115.500000 Penalty: 3400.062500
	Iteration 67Q: 3 clusters Score -4539116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4539126.000000 Penalty: 3400.062500
	Iteration 68Q: 3 clusters Score -4539126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4539135.000000 Penalty: 3400.062500
	Iteration 69Q: 3 clusters Score -4539135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4539137.500000 Penalty: 3400.062500
	Iteration 70Q: 3 clusters Score -4539138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4539151.000000 Penalty: 3400.062500
	Iteration 71Q: 3 clusters Score -4539151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4539163.000000 Penalty: 3400.062500
	Iteration 72Q: 3 clusters Score -4539163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4539173.500000 Penalty: 3400.062500
	Iteration 73Q: 3 clusters Score -4539174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4539185.500000 Penalty: 3400.062500
	Iteration 74Q: 3 clusters Score -4539186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4539188.500000 Penalty: 3400.062500
	Iteration 75Q: 3 clusters Score -4539188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4539213.500000 Penalty: 3400.062500
	Iteration 76Q: 3 clusters Score -4539214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4539216.000000 Penalty: 3400.062500
	Iteration 77Q: 3 clusters Score -4539216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4539219.500000 Penalty: 3400.062500
	Iteration 78Q: 3 clusters Score -4539220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -4539226.500000 Penalty: 3400.062500
	Iteration 79Q: 3 clusters Score -4539226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4539227.500000 Penalty: 3400.062500
	Iteration 80F: 3 clusters Score -4539228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4539226.500000 Penalty: 3400.062500
	Iteration 81Q: 3 clusters Score -4539226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4539226.500000 Penalty: 3400.062500
	Iteration 82F: 3 clusters Score -4539226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -159908.812500 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -159908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158446.375000 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -158446.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158741.843750 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -158741.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -158922.453125 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -158922.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -159008.750000 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -159008.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -159078.062500 Penalty: 2262.113037
	Iteration 4Q: 3 clusters Score -159078.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -159119.343750 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -159119.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159140.156250 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -159140.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -159164.359375 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -159164.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -159199.640625 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -159199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159230.171875 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -159230.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159270.828125 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -159270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159303.765625 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -159303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159330.421875 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -159330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159362.812500 Penalty: 2262.113037
	Iteration 13Q: 3 clusters Score -159362.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159405.406250 Penalty: 2262.113037
	Iteration 14Q: 3 clusters Score -159405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159420.671875 Penalty: 2262.113037
	Iteration 15Q: 3 clusters Score -159420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159431.281250 Penalty: 2262.113037
	Iteration 16Q: 3 clusters Score -159431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159440.187500 Penalty: 2262.113037
	Iteration 17Q: 3 clusters Score -159440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159447.687500 Penalty: 2262.113037
	Iteration 18Q: 3 clusters Score -159447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159449.625000 Penalty: 2262.113037
	Iteration 19Q: 3 clusters Score -159449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159454.156250 Penalty: 2262.113037
	Iteration 20F: 3 clusters Score -159454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159457.656250 Penalty: 2262.113037
	Iteration 21Q: 3 clusters Score -159457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159460.046875 Penalty: 2262.113037
	Iteration 22Q: 3 clusters Score -159460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159465.578125 Penalty: 2262.113037
	Iteration 23Q: 3 clusters Score -159465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159476.484375 Penalty: 2262.113037
	Iteration 24Q: 3 clusters Score -159476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159479.671875 Penalty: 2262.113037
	Iteration 25Q: 3 clusters Score -159479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159480.796875 Penalty: 2262.113037
	Iteration 26Q: 3 clusters Score -159480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159480.796875 Penalty: 2262.113037
	Iteration 27F: 3 clusters Score -159480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Entering Unmasked Estep 
Score: -10103166.000000 Penalty: 1821.999878
	Iteration 0F: 2 clusters Score -1.010317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -10056104.000000 Penalty: 3643.999756
	Iteration 0F: 3 clusters Score -1.00561e+07 nChanged 35109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -10076221.000000 Penalty: 3643.999756
	Iteration 1F: 3 clusters Score -1.007622e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -10077113.000000 Penalty: 3643.999756
	Iteration 2Q: 3 clusters Score -1.007711e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -10078684.000000 Penalty: 3643.999756
	Iteration 3Q: 3 clusters Score -1.007868e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -10081658.000000 Penalty: 3643.999756
	Iteration 4F: 3 clusters Score -1.008166e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -10086671.000000 Penalty: 3643.999756
	Iteration 5F: 3 clusters Score -1.008667e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -10093258.000000 Penalty: 3643.999756
	Iteration 6F: 3 clusters Score -1.009326e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10098140.000000 Penalty: 3643.999756
	Iteration 7F: 3 clusters Score -1.009814e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10100357.000000 Penalty: 3643.999756
	Iteration 8Q: 3 clusters Score -1.010036e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10101144.000000 Penalty: 3643.999756
	Iteration 9Q: 3 clusters Score -1.010114e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10101353.000000 Penalty: 3643.999756
	Iteration 10Q: 3 clusters Score -1.010135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10101450.000000 Penalty: 3643.999756
	Iteration 11Q: 3 clusters Score -1.010145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10101481.000000 Penalty: 3643.999756
	Iteration 12Q: 3 clusters Score -1.010148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10101487.000000 Penalty: 3643.999756
	Iteration 13Q: 3 clusters Score -1.010149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10101505.000000 Penalty: 3643.999756
	Iteration 14Q: 3 clusters Score -1.01015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10101510.000000 Penalty: 3643.999756
	Iteration 15Q: 3 clusters Score -1.010151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10101510.000000 Penalty: 3643.999756
	Iteration 16F: 3 clusters Score -1.010151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -85570.218750 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -85570.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84326.203125 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -84326.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84507.734375 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -84507.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84555.546875 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -84555.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84587.140625 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -84587.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84603.187500 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -84603.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84620.140625 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -84620.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84629.437500 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -84629.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84640.781250 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -84640.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84654.718750 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -84654.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84664.429688 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -84664.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84677.968750 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -84677.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84686.078125 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -84686.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84691.132812 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -84691.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84694.945312 Penalty: 2115.349854
	Iteration 13Q: 3 clusters Score -84694.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84705.031250 Penalty: 2115.349854
	Iteration 14Q: 3 clusters Score -84705.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84711.007812 Penalty: 2115.349854
	Iteration 15Q: 3 clusters Score -84711.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84712.468750 Penalty: 2115.349854
	Iteration 16Q: 3 clusters Score -84712.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84714.031250 Penalty: 2115.349854
	Iteration 17Q: 3 clusters Score -84714.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84714.742188 Penalty: 2115.349854
	Iteration 18Q: 3 clusters Score -84714.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84715.671875 Penalty: 2115.349854
	Iteration 19Q: 3 clusters Score -84715.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84716.734375 Penalty: 2115.349854
	Iteration 20F: 3 clusters Score -84716.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84717.398438 Penalty: 2115.349854
	Iteration 21Q: 3 clusters Score -84717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84717.820312 Penalty: 2115.349854
	Iteration 22Q: 3 clusters Score -84717.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84717.820312 Penalty: 2115.349854
	Iteration 23F: 3 clusters Score -84717.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -382615.562500 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -382615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -379958.562500 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -379958.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -380631.625000 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -380631.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -380766.000000 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -380766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380847.281250 Penalty: 2590.715088
	Iteration 3Q: 3 clusters Score -380847.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -380908.875000 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -380908.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -380976.125000 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -380976.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -381034.031250 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -381034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -381078.812500 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -381078.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -381124.218750 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -381124.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -381166.562500 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -381166.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -381210.687500 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -381210.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381254.156250 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -381254.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -381296.812500 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -381296.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381341.750000 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -381341.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -381372.718750 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -381372.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -381407.000000 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -381407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -381438.125000 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -381438.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -381469.656250 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -381469.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -381504.437500 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -381504.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381546.593750 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -381546.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381584.437500 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -381584.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -381615.250000 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -381615.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -381636.687500 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -381636.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -381658.625000 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -381658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -381679.250000 Penalty: 2590.715088
	Iteration 24Q: 3 clusters Score -381679.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -381701.937500 Penalty: 2590.715088
	Iteration 25Q: 3 clusters Score -381701.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -381719.125000 Penalty: 2590.715088
	Iteration 26Q: 3 clusters Score -381719.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -381736.718750 Penalty: 2590.715088
	Iteration 27Q: 3 clusters Score -381736.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -381751.031250 Penalty: 2590.715088
	Iteration 28Q: 3 clusters Score -381751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -381769.062500 Penalty: 2590.715088
	Iteration 29Q: 3 clusters Score -381769.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -381781.593750 Penalty: 2590.715088
	Iteration 30Q: 3 clusters Score -381781.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -381792.718750 Penalty: 2590.715088
	Iteration 31Q: 3 clusters Score -381792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -381801.875000 Penalty: 2590.715088
	Iteration 32Q: 3 clusters Score -381801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -381807.062500 Penalty: 2590.715088
	Iteration 33Q: 3 clusters Score -381807.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -381814.937500 Penalty: 2590.715088
	Iteration 34Q: 3 clusters Score -381814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -381819.000000 Penalty: 2590.715088
	Iteration 35Q: 3 clusters Score -381819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -381821.906250 Penalty: 2590.715088
	Iteration 36Q: 3 clusters Score -381821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -381825.031250 Penalty: 2590.715088
	Iteration 37Q: 3 clusters Score -381825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -381826.843750 Penalty: 2590.715088
	Iteration 38Q: 3 clusters Score -381826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -381826.687500 Penalty: 2590.715088
	Iteration 39Q: 3 clusters Score -381826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -381826.687500 Penalty: 2590.715088
	Iteration 40F: 3 clusters Score -381826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -35776.066406 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -35776.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34900.980469 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -34900.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35031.664062 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -35031.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35118.921875 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -35118.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35214.253906 Penalty: 1881.737183
	Iteration 3F: 3 clusters Score -35214.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35248.898438 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -35248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35260.507812 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -35260.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35269.535156 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -35269.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35274.820312 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -35274.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35277.050781 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -35277.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35280.523438 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -35280.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35280.523438 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -35280.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -282619.781250 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -282619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280421.875000 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -280421.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -280937.000000 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -280937 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -281061.750000 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -281061.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281127.750000 Penalty: 2493.948486
	Iteration 3Q: 3 clusters Score -281127.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281168.875000 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -281168.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -281197.843750 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -281197.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -281220.062500 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -281220.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -281238.843750 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -281238.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -281253.718750 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -281253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -281263.937500 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -281263.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -281276.093750 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -281276.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -281290.812500 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -281290.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -281302.406250 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -281302.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281307.000000 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -281307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -281310.968750 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -281311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281316.343750 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -281316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -281322.468750 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -281322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -281326.500000 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -281326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -281328.187500 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -281328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -281328.812500 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -281328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -281329.218750 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -281329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281329.406250 Penalty: 2493.948486
	Iteration 21Q: 3 clusters Score -281329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -281331.593750 Penalty: 2493.948486
	Iteration 22Q: 3 clusters Score -281331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -281334.437500 Penalty: 2493.948486
	Iteration 23Q: 3 clusters Score -281334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -281336.843750 Penalty: 2493.948486
	Iteration 24Q: 3 clusters Score -281336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -281339.781250 Penalty: 2493.948486
	Iteration 25Q: 3 clusters Score -281339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281343.531250 Penalty: 2493.948486
	Iteration 26Q: 3 clusters Score -281343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281344.843750 Penalty: 2493.948486
	Iteration 27Q: 3 clusters Score -281344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281345.031250 Penalty: 2493.948486
	Iteration 28Q: 3 clusters Score -281345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281345.031250 Penalty: 2493.948486
	Iteration 29F: 3 clusters Score -281345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -37110.242188 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -37110.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36149.261719 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -36149.26 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36337.398438 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -36337.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36440.003906 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -36440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36495.308594 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -36495.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36510.484375 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -36510.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36522.195312 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -36522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36530.214844 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -36530.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36535.140625 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -36535.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36538.632812 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -36538.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36540.980469 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -36540.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36540.980469 Penalty: 1959.190430
	Iteration 10F: 3 clusters Score -36540.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -23512.136719 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -23512.14 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: -22841.369141 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -22841.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22960.310547 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -22960.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22982.697266 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -22982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22985.386719 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -22985.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22985.386719 Penalty: 1731.559692
	Iteration 4F: 3 clusters Score -22985.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30489.794922 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -30489.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29662.400391 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -29662.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29765.972656 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -29765.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29829.005859 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -29829.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29868.632812 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -29868.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29907.519531 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -29907.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29961.130859 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -29961.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29981.013672 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -29981.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29985.371094 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -29985.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29985.371094 Penalty: 1833.619873
	Iteration 8F: 3 clusters Score -29985.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -118526.445312 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -118526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117115.484375 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -117115.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117506.359375 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -117506.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117650.367188 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -117650.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117727.656250 Penalty: 2255.257568
	Iteration 3F: 3 clusters Score -117727.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117760.960938 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -117761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117789.945312 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -117789.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117805.195312 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -117805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117814.296875 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -117814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117822.843750 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -117822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117833.070312 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -117833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117838.648438 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -117838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117839.046875 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -117839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117839.554688 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -117839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117839.554688 Penalty: 2255.257568
	Iteration 13F: 3 clusters Score -117839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -71677.156250 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -71677.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70528.945312 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -70528.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70716.523438 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -70716.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70785.195312 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -70785.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70832.093750 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -70832.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70852.351562 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -70852.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70866.875000 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -70866.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70878.585938 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -70878.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70890.437500 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -70890.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70904.039062 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -70904.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70920.117188 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -70920.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70927.523438 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -70927.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70933.851562 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -70933.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70940.125000 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -70940.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70947.867188 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -70947.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70958.960938 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -70958.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70965.343750 Penalty: 2076.282471
	Iteration 15Q: 3 clusters Score -70965.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70968.234375 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -70968.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70971.976562 Penalty: 2076.282471
	Iteration 17Q: 3 clusters Score -70971.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70976.062500 Penalty: 2076.282471
	Iteration 18Q: 3 clusters Score -70976.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70978.398438 Penalty: 2076.282471
	Iteration 19Q: 3 clusters Score -70978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70980.031250 Penalty: 2076.282471
	Iteration 20F: 3 clusters Score -70980.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70981.890625 Penalty: 2076.282471
	Iteration 21Q: 3 clusters Score -70981.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70984.250000 Penalty: 2076.282471
	Iteration 22Q: 3 clusters Score -70984.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70986.351562 Penalty: 2076.282471
	Iteration 23Q: 3 clusters Score -70986.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70989.687500 Penalty: 2076.282471
	Iteration 24Q: 3 clusters Score -70989.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70994.546875 Penalty: 2076.282471
	Iteration 25Q: 3 clusters Score -70994.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71000.632812 Penalty: 2076.282471
	Iteration 26Q: 3 clusters Score -71000.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71012.164062 Penalty: 2076.282471
	Iteration 27Q: 3 clusters Score -71012.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71023.992188 Penalty: 2076.282471
	Iteration 28Q: 3 clusters Score -71023.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71039.648438 Penalty: 2076.282471
	Iteration 29Q: 3 clusters Score -71039.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71056.289062 Penalty: 2076.282471
	Iteration 30Q: 3 clusters Score -71056.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71076.437500 Penalty: 2076.282471
	Iteration 31Q: 3 clusters Score -71076.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71091.335938 Penalty: 2076.282471
	Iteration 32Q: 3 clusters Score -71091.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71099.804688 Penalty: 2076.282471
	Iteration 33Q: 3 clusters Score -71099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71110.781250 Penalty: 2076.282471
	Iteration 34Q: 3 clusters Score -71110.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71117.789062 Penalty: 2076.282471
	Iteration 35Q: 3 clusters Score -71117.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71129.320312 Penalty: 2076.282471
	Iteration 36Q: 3 clusters Score -71129.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71143.828125 Penalty: 2076.282471
	Iteration 37Q: 3 clusters Score -71143.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71163.765625 Penalty: 2076.282471
	Iteration 38Q: 3 clusters Score -71163.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71196.343750 Penalty: 2076.282471
	Iteration 39Q: 3 clusters Score -71196.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71233.148438 Penalty: 2076.282471
	Iteration 40F: 3 clusters Score -71233.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71278.046875 Penalty: 2076.282471
	Iteration 41Q: 3 clusters Score -71278.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71327.109375 Penalty: 2076.282471
	Iteration 42Q: 3 clusters Score -71327.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71391.132812 Penalty: 2076.282471
	Iteration 43Q: 3 clusters Score -71391.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71469.453125 Penalty: 2076.282471
	Iteration 44Q: 3 clusters Score -71469.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71538.976562 Penalty: 2076.282471
	Iteration 45Q: 3 clusters Score -71538.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71565.617188 Penalty: 2076.282471
	Iteration 46Q: 3 clusters Score -71565.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71583.476562 Penalty: 2076.282471
	Iteration 47Q: 3 clusters Score -71583.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71588.359375 Penalty: 2076.282471
	Iteration 48Q: 3 clusters Score -71588.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71592.742188 Penalty: 2076.282471
	Iteration 49Q: 3 clusters Score -71592.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71597.578125 Penalty: 2076.282471
	Iteration 50Q: 3 clusters Score -71597.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71597.578125 Penalty: 2076.282471
	Iteration 51F: 3 clusters Score -71597.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -269021.437500 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -269021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -266920.656250 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -266920.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -267383.437500 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -267383.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -267499.125000 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -267499.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -267596.375000 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -267596.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -267700.968750 Penalty: 2478.951904
	Iteration 4F: 3 clusters Score -267701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267784.406250 Penalty: 2478.951904
	Iteration 5Q: 3 clusters Score -267784.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -267880.562500 Penalty: 2478.951904
	Iteration 6Q: 3 clusters Score -267880.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -267959.531250 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -267959.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -268031.843750 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -268031.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -268105.875000 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -268105.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -268165.656250 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -268165.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -268210.812500 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -268210.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -268243.375000 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -268243.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -268259.968750 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -268260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -268277.062500 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -268277.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -268289.093750 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -268289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -268296.312500 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -268296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -268298.812500 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -268298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -268301.343750 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -268301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -268304.562500 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -268304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -268308.750000 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -268308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -268315.406250 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -268315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -268318.906250 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -268318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -268321.187500 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -268321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -268323.750000 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -268323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -268327.750000 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -268327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -268328.062500 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -268328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -268329.937500 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -268329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -268331.500000 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -268331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -268331.781250 Penalty: 2478.951904
	Iteration 29Q: 3 clusters Score -268331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -268331.781250 Penalty: 2478.951904
	Iteration 30F: 3 clusters Score -268331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Entering Unmasked Estep 
Score: -1257291.625000 Penalty: 1495.178345
	Iteration 0F: 2 clusters Score -1257292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1250153.250000 Penalty: 2990.356689
	Iteration 0F: 3 clusters Score -1250153 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1252545.625000 Penalty: 2990.356689
	Iteration 1F: 3 clusters Score -1252546 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1252881.000000 Penalty: 2990.356689
	Iteration 2F: 3 clusters Score -1252881 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1253154.875000 Penalty: 2990.356689
	Iteration 3F: 3 clusters Score -1253155 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1253420.500000 Penalty: 2990.356689
	Iteration 4F: 3 clusters Score -1253420 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1253718.000000 Penalty: 2990.356689
	Iteration 5Q: 3 clusters Score -1253718 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1254037.000000 Penalty: 2990.356689
	Iteration 6F: 3 clusters Score -1254037 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1254389.125000 Penalty: 2990.356689
	Iteration 7Q: 3 clusters Score -1254389 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1254761.250000 Penalty: 2990.356689
	Iteration 8F: 3 clusters Score -1254761 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1255077.125000 Penalty: 2990.356689
	Iteration 9Q: 3 clusters Score -1255077 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1255335.125000 Penalty: 2990.356689
	Iteration 10Q: 3 clusters Score -1255335 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1255554.125000 Penalty: 2990.356689
	Iteration 11Q: 3 clusters Score -1255554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1255726.000000 Penalty: 2990.356689
	Iteration 12Q: 3 clusters Score -1255726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1255845.125000 Penalty: 2990.356689
	Iteration 13Q: 3 clusters Score -1255845 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1255953.000000 Penalty: 2990.356689
	Iteration 14Q: 3 clusters Score -1255953 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1256020.625000 Penalty: 2990.356689
	Iteration 15Q: 3 clusters Score -1256021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1256068.250000 Penalty: 2990.356689
	Iteration 16Q: 3 clusters Score -1256068 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1256105.500000 Penalty: 2990.356689
	Iteration 17Q: 3 clusters Score -1256106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1256121.250000 Penalty: 2990.356689
	Iteration 18Q: 3 clusters Score -1256121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1256134.125000 Penalty: 2990.356689
	Iteration 19Q: 3 clusters Score -1256134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1256147.875000 Penalty: 2990.356689
	Iteration 20F: 3 clusters Score -1256148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1256157.875000 Penalty: 2990.356689
	Iteration 21Q: 3 clusters Score -1256158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1256162.625000 Penalty: 2990.356689
	Iteration 22Q: 3 clusters Score -1256163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1256166.500000 Penalty: 2990.356689
	Iteration 23Q: 3 clusters Score -1256166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1256168.875000 Penalty: 2990.356689
	Iteration 24Q: 3 clusters Score -1256169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1256168.375000 Penalty: 2990.356689
	Iteration 25Q: 3 clusters Score -1256168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1256170.750000 Penalty: 2990.356689
	Iteration 26Q: 3 clusters Score -1256171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1256172.750000 Penalty: 2990.356689
	Iteration 27Q: 3 clusters Score -1256173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1256176.875000 Penalty: 2990.356689
	Iteration 28Q: 3 clusters Score -1256177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1256179.125000 Penalty: 2990.356689
	Iteration 29Q: 3 clusters Score -1256179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1256177.625000 Penalty: 2990.356689
	Iteration 30Q: 3 clusters Score -1256178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1256179.625000 Penalty: 2990.356689
	Iteration 31Q: 3 clusters Score -1256180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1256180.625000 Penalty: 2990.356689
	Iteration 32Q: 3 clusters Score -1256181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1256184.250000 Penalty: 2990.356689
	Iteration 33Q: 3 clusters Score -1256184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1256184.875000 Penalty: 2990.356689
	Iteration 34Q: 3 clusters Score -1256185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1256183.000000 Penalty: 2990.356689
	Iteration 35Q: 3 clusters Score -1256183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1256185.750000 Penalty: 2990.356689
	Iteration 36Q: 3 clusters Score -1256186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1256184.625000 Penalty: 2990.356689
	Iteration 37Q: 3 clusters Score -1256185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1256184.750000 Penalty: 2990.356689
	Iteration 38Q: 3 clusters Score -1256185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1256184.750000 Penalty: 2990.356689
	Iteration 39F: 3 clusters Score -1256185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Entering Unmasked Estep 
Score: -5210413.500000 Penalty: 1718.022339
	Iteration 0F: 2 clusters Score -5210414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5184460.500000 Penalty: 3436.044678
	Iteration 0F: 3 clusters Score -5184460 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -5194635.500000 Penalty: 3436.044678
	Iteration 1F: 3 clusters Score -5194636 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5195147.000000 Penalty: 3436.044678
	Iteration 2Q: 3 clusters Score -5195147 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5195695.000000 Penalty: 3436.044678
	Iteration 3Q: 3 clusters Score -5195695 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5196287.500000 Penalty: 3436.044678
	Iteration 4Q: 3 clusters Score -5196288 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5196867.500000 Penalty: 3436.044678
	Iteration 5Q: 3 clusters Score -5196868 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5197419.500000 Penalty: 3436.044678
	Iteration 6Q: 3 clusters Score -5197420 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -5198045.000000 Penalty: 3436.044678
	Iteration 7Q: 3 clusters Score -5198045 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5198813.500000 Penalty: 3436.044678
	Iteration 8Q: 3 clusters Score -5198814 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5199859.000000 Penalty: 3436.044678
	Iteration 9Q: 3 clusters Score -5199859 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5200951.500000 Penalty: 3436.044678
	Iteration 10F: 3 clusters Score -5200952 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5202264.000000 Penalty: 3436.044678
	Iteration 11F: 3 clusters Score -5202264 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5203472.500000 Penalty: 3436.044678
	Iteration 12Q: 3 clusters Score -5203472 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -5204487.500000 Penalty: 3436.044678
	Iteration 13Q: 3 clusters Score -5204488 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5205125.500000 Penalty: 3436.044678
	Iteration 14Q: 3 clusters Score -5205126 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5205632.500000 Penalty: 3436.044678
	Iteration 15Q: 3 clusters Score -5205632 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5206074.000000 Penalty: 3436.044678
	Iteration 16Q: 3 clusters Score -5206074 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -5206395.500000 Penalty: 3436.044678
	Iteration 17Q: 3 clusters Score -5206396 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5206699.500000 Penalty: 3436.044678
	Iteration 18Q: 3 clusters Score -5206700 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5207022.500000 Penalty: 3436.044678
	Iteration 19Q: 3 clusters Score -5207022 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5207332.500000 Penalty: 3436.044678
	Iteration 20F: 3 clusters Score -5207332 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5207733.500000 Penalty: 3436.044678
	Iteration 21Q: 3 clusters Score -5207734 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5208320.500000 Penalty: 3436.044678
	Iteration 22Q: 3 clusters Score -5208320 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5208974.000000 Penalty: 3436.044678
	Iteration 23Q: 3 clusters Score -5208974 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5209272.000000 Penalty: 3436.044678
	Iteration 24Q: 3 clusters Score -5209272 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5209363.500000 Penalty: 3436.044678
	Iteration 25Q: 3 clusters Score -5209364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5209395.000000 Penalty: 3436.044678
	Iteration 26Q: 3 clusters Score -5209395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5209440.500000 Penalty: 3436.044678
	Iteration 27Q: 3 clusters Score -5209440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -5209446.500000 Penalty: 3436.044678
	Iteration 28Q: 3 clusters Score -5209446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5209458.000000 Penalty: 3436.044678
	Iteration 29Q: 3 clusters Score -5209458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -5209470.500000 Penalty: 3436.044678
	Iteration 30Q: 3 clusters Score -5209470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -5209468.500000 Penalty: 3436.044678
	Iteration 31Q: 3 clusters Score -5209468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -5209480.500000 Penalty: 3436.044678
	Iteration 32Q: 3 clusters Score -5209480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -5209484.500000 Penalty: 3436.044678
	Iteration 33Q: 3 clusters Score -5209484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5209487.500000 Penalty: 3436.044678
	Iteration 34Q: 3 clusters Score -5209488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -5209493.500000 Penalty: 3436.044678
	Iteration 35Q: 3 clusters Score -5209494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5209486.000000 Penalty: 3436.044678
	Iteration 36Q: 3 clusters Score -5209486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5209485.000000 Penalty: 3436.044678
	Iteration 37Q: 3 clusters Score -5209485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5209488.000000 Penalty: 3436.044678
	Iteration 38Q: 3 clusters Score -5209488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5209486.500000 Penalty: 3436.044678
	Iteration 39Q: 3 clusters Score -5209486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5209482.000000 Penalty: 3436.044678
	Iteration 40F: 3 clusters Score -5209482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5209489.500000 Penalty: 3436.044678
	Iteration 41Q: 3 clusters Score -5209490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5209486.000000 Penalty: 3436.044678
	Iteration 42Q: 3 clusters Score -5209486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -5209488.000000 Penalty: 3436.044678
	Iteration 43Q: 3 clusters Score -5209488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5209490.000000 Penalty: 3436.044678
	Iteration 44Q: 3 clusters Score -5209490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -5209491.000000 Penalty: 3436.044678
	Iteration 45Q: 3 clusters Score -5209491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5209486.500000 Penalty: 3436.044678
	Iteration 46Q: 3 clusters Score -5209486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5209486.500000 Penalty: 3436.044678
	Iteration 47Q: 3 clusters Score -5209486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5209486.500000 Penalty: 3436.044678
	Iteration 48Q: 3 clusters Score -5209486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5209488.000000 Penalty: 3436.044678
	Iteration 49Q: 3 clusters Score -5209488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -5209490.500000 Penalty: 3436.044678
	Iteration 50Q: 3 clusters Score -5209490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -5209487.500000 Penalty: 3436.044678
	Iteration 51Q: 3 clusters Score -5209488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5209486.000000 Penalty: 3436.044678
	Iteration 52Q: 3 clusters Score -5209486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -5209488.500000 Penalty: 3436.044678
	Iteration 53Q: 3 clusters Score -5209488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -5209484.000000 Penalty: 3436.044678
	Iteration 54Q: 3 clusters Score -5209484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5209485.500000 Penalty: 3436.044678
	Iteration 55Q: 3 clusters Score -5209486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5209488.000000 Penalty: 3436.044678
	Iteration 56Q: 3 clusters Score -5209488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5209486.000000 Penalty: 3436.044678
	Iteration 57Q: 3 clusters Score -5209486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -5209483.500000 Penalty: 3436.044678
	Iteration 58Q: 3 clusters Score -5209484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -5209484.000000 Penalty: 3436.044678
	Iteration 59Q: 3 clusters Score -5209484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -5209490.000000 Penalty: 3436.044678
	Iteration 60F: 3 clusters Score -5209490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5209490.000000 Penalty: 3436.044678
	Iteration 61Q: 3 clusters Score -5209490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -5209494.500000 Penalty: 3436.044678
	Iteration 62Q: 3 clusters Score -5209494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -5209496.000000 Penalty: 3436.044678
	Iteration 63Q: 3 clusters Score -5209496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5209496.000000 Penalty: 3436.044678
	Iteration 64Q: 3 clusters Score -5209496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -5209484.500000 Penalty: 3436.044678
	Iteration 65Q: 3 clusters Score -5209484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -5209497.000000 Penalty: 3436.044678
	Iteration 66Q: 3 clusters Score -5209497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -5209498.000000 Penalty: 3436.044678
	Iteration 67Q: 3 clusters Score -5209498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5209501.500000 Penalty: 3436.044678
	Iteration 68Q: 3 clusters Score -5209502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5209502.000000 Penalty: 3436.044678
	Iteration 69Q: 3 clusters Score -5209502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5209505.000000 Penalty: 3436.044678
	Iteration 70Q: 3 clusters Score -5209505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -5209508.500000 Penalty: 3436.044678
	Iteration 71Q: 3 clusters Score -5209508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -5209505.000000 Penalty: 3436.044678
	Iteration 72Q: 3 clusters Score -5209505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -5209508.000000 Penalty: 3436.044678
	Iteration 73Q: 3 clusters Score -5209508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -5209508.000000 Penalty: 3436.044678
	Iteration 74Q: 3 clusters Score -5209508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -5209516.500000 Penalty: 3436.044678
	Iteration 75Q: 3 clusters Score -5209516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5209515.500000 Penalty: 3436.044678
	Iteration 76Q: 3 clusters Score -5209516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5209513.000000 Penalty: 3436.044678
	Iteration 77Q: 3 clusters Score -5209513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5209516.000000 Penalty: 3436.044678
	Iteration 78Q: 3 clusters Score -5209516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5209514.500000 Penalty: 3436.044678
	Iteration 79Q: 3 clusters Score -5209514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5209519.500000 Penalty: 3436.044678
	Iteration 80F: 3 clusters Score -5209520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5209518.500000 Penalty: 3436.044678
	Iteration 81Q: 3 clusters Score -5209518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -5209516.000000 Penalty: 3436.044678
	Iteration 82Q: 3 clusters Score -5209516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5209520.500000 Penalty: 3436.044678
	Iteration 83Q: 3 clusters Score -5209520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -5209517.000000 Penalty: 3436.044678
	Iteration 84Q: 3 clusters Score -5209517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -5209517.500000 Penalty: 3436.044678
	Iteration 85Q: 3 clusters Score -5209518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5209514.000000 Penalty: 3436.044678
	Iteration 86Q: 3 clusters Score -5209514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5209512.500000 Penalty: 3436.044678
	Iteration 87Q: 3 clusters Score -5209512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -5209513.000000 Penalty: 3436.044678
	Iteration 88Q: 3 clusters Score -5209513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5209514.000000 Penalty: 3436.044678
	Iteration 89Q: 3 clusters Score -5209514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5209515.500000 Penalty: 3436.044678
	Iteration 90Q: 3 clusters Score -5209516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5209520.000000 Penalty: 3436.044678
	Iteration 91Q: 3 clusters Score -5209520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5209520.000000 Penalty: 3436.044678
	Iteration 92F: 3 clusters Score -5209520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Entering Unmasked Estep 
Score: -1547825.625000 Penalty: 1529.233154
	Iteration 0F: 2 clusters Score -1547826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1539349.125000 Penalty: 3058.466309
	Iteration 0F: 3 clusters Score -1539349 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1542408.625000 Penalty: 3058.466309
	Iteration 1F: 3 clusters Score -1542409 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1542967.625000 Penalty: 3058.466309
	Iteration 2F: 3 clusters Score -1542968 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1543654.250000 Penalty: 3058.466309
	Iteration 3F: 3 clusters Score -1543654 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1544415.750000 Penalty: 3058.466309
	Iteration 4F: 3 clusters Score -1544416 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1545165.250000 Penalty: 3058.466309
	Iteration 5F: 3 clusters Score -1545165 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1545825.750000 Penalty: 3058.466309
	Iteration 6F: 3 clusters Score -1545826 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1546298.250000 Penalty: 3058.466309
	Iteration 7F: 3 clusters Score -1546298 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1546596.125000 Penalty: 3058.466309
	Iteration 8Q: 3 clusters Score -1546596 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1546795.750000 Penalty: 3058.466309
	Iteration 9Q: 3 clusters Score -1546796 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1546966.625000 Penalty: 3058.466309
	Iteration 10Q: 3 clusters Score -1546967 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1547119.250000 Penalty: 3058.466309
	Iteration 11Q: 3 clusters Score -1547119 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1547243.000000 Penalty: 3058.466309
	Iteration 12Q: 3 clusters Score -1547243 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1547326.875000 Penalty: 3058.466309
	Iteration 13Q: 3 clusters Score -1547327 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1547379.500000 Penalty: 3058.466309
	Iteration 14Q: 3 clusters Score -1547380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1547412.125000 Penalty: 3058.466309
	Iteration 15Q: 3 clusters Score -1547412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1547431.625000 Penalty: 3058.466309
	Iteration 16Q: 3 clusters Score -1547432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1547446.625000 Penalty: 3058.466309
	Iteration 17Q: 3 clusters Score -1547447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1547459.125000 Penalty: 3058.466309
	Iteration 18Q: 3 clusters Score -1547459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1547463.750000 Penalty: 3058.466309
	Iteration 19Q: 3 clusters Score -1547464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1547476.000000 Penalty: 3058.466309
	Iteration 20F: 3 clusters Score -1547476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1547478.375000 Penalty: 3058.466309
	Iteration 21Q: 3 clusters Score -1547478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1547482.875000 Penalty: 3058.466309
	Iteration 22Q: 3 clusters Score -1547483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1547491.750000 Penalty: 3058.466309
	Iteration 23Q: 3 clusters Score -1547492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1547492.875000 Penalty: 3058.466309
	Iteration 24Q: 3 clusters Score -1547493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1547500.250000 Penalty: 3058.466309
	Iteration 25Q: 3 clusters Score -1547500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1547503.500000 Penalty: 3058.466309
	Iteration 26Q: 3 clusters Score -1547504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1547511.000000 Penalty: 3058.466309
	Iteration 27Q: 3 clusters Score -1547511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1547509.375000 Penalty: 3058.466309
	Iteration 28Q: 3 clusters Score -1547509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1547512.250000 Penalty: 3058.466309
	Iteration 29Q: 3 clusters Score -1547512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1547510.000000 Penalty: 3058.466309
	Iteration 30Q: 3 clusters Score -1547510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1547513.250000 Penalty: 3058.466309
	Iteration 31Q: 3 clusters Score -1547513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1547513.625000 Penalty: 3058.466309
	Iteration 32Q: 3 clusters Score -1547514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1547513.500000 Penalty: 3058.466309
	Iteration 33Q: 3 clusters Score -1547514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1547514.875000 Penalty: 3058.466309
	Iteration 34Q: 3 clusters Score -1547515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1547514.875000 Penalty: 3058.466309
	Iteration 35Q: 3 clusters Score -1547515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1547516.250000 Penalty: 3058.466309
	Iteration 36Q: 3 clusters Score -1547516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1547518.125000 Penalty: 3058.466309
	Iteration 37Q: 3 clusters Score -1547518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1547519.625000 Penalty: 3058.466309
	Iteration 38Q: 3 clusters Score -1547520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1547518.500000 Penalty: 3058.466309
	Iteration 39Q: 3 clusters Score -1547518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1547521.875000 Penalty: 3058.466309
	Iteration 40F: 3 clusters Score -1547522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1547523.500000 Penalty: 3058.466309
	Iteration 41Q: 3 clusters Score -1547524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1547521.875000 Penalty: 3058.466309
	Iteration 42Q: 3 clusters Score -1547522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1547521.375000 Penalty: 3058.466309
	Iteration 43Q: 3 clusters Score -1547521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1547525.000000 Penalty: 3058.466309
	Iteration 44Q: 3 clusters Score -1547525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1547526.500000 Penalty: 3058.466309
	Iteration 45Q: 3 clusters Score -1547526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1547527.125000 Penalty: 3058.466309
	Iteration 46Q: 3 clusters Score -1547527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1547526.000000 Penalty: 3058.466309
	Iteration 47Q: 3 clusters Score -1547526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1547526.250000 Penalty: 3058.466309
	Iteration 48Q: 3 clusters Score -1547526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1547526.750000 Penalty: 3058.466309
	Iteration 49Q: 3 clusters Score -1547527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1547528.750000 Penalty: 3058.466309
	Iteration 50Q: 3 clusters Score -1547529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1547526.250000 Penalty: 3058.466309
	Iteration 51Q: 3 clusters Score -1547526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1547528.875000 Penalty: 3058.466309
	Iteration 52Q: 3 clusters Score -1547529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1547529.500000 Penalty: 3058.466309
	Iteration 53Q: 3 clusters Score -1547530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1547528.750000 Penalty: 3058.466309
	Iteration 54Q: 3 clusters Score -1547529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1547528.750000 Penalty: 3058.466309
	Iteration 55F: 3 clusters Score -1547529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -226778.281250 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -226778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224856.656250 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -224856.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -225285.796875 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -225285.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -225426.921875 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -225426.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -225491.187500 Penalty: 2422.407471
	Iteration 3Q: 3 clusters Score -225491.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -225532.390625 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -225532.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -225579.796875 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -225579.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -225628.734375 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -225628.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -225661.265625 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -225661.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -225691.015625 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -225691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225729.250000 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -225729.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225768.671875 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -225768.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225815.828125 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -225815.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -225879.703125 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -225879.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225960.437500 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -225960.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -226061.515625 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -226061.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -226214.593750 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -226214.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -226383.812500 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -226383.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -226504.875000 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -226504.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -226608.843750 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -226608.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -226651.125000 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -226651.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -226678.671875 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -226678.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -226692.718750 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -226692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226697.234375 Penalty: 2422.407471
	Iteration 22Q: 3 clusters Score -226697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -226703.296875 Penalty: 2422.407471
	Iteration 23Q: 3 clusters Score -226703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -226708.781250 Penalty: 2422.407471
	Iteration 24Q: 3 clusters Score -226708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -226711.671875 Penalty: 2422.407471
	Iteration 25Q: 3 clusters Score -226711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226713.875000 Penalty: 2422.407471
	Iteration 26Q: 3 clusters Score -226713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -226716.640625 Penalty: 2422.407471
	Iteration 27Q: 3 clusters Score -226716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -226718.515625 Penalty: 2422.407471
	Iteration 28Q: 3 clusters Score -226718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -226720.453125 Penalty: 2422.407471
	Iteration 29Q: 3 clusters Score -226720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -226720.453125 Penalty: 2422.407471
	Iteration 30F: 3 clusters Score -226720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (20679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Entering Unmasked Estep 
Score: -2757642.250000 Penalty: 1614.742065
	Iteration 0F: 2 clusters Score -2757642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2743676.750000 Penalty: 3229.484131
	Iteration 0F: 3 clusters Score -2743677 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2748712.750000 Penalty: 3229.484131
	Iteration 1F: 3 clusters Score -2748713 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2749042.750000 Penalty: 3229.484131
	Iteration 2Q: 3 clusters Score -2749043 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2749323.250000 Penalty: 3229.484131
	Iteration 3Q: 3 clusters Score -2749323 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2749570.000000 Penalty: 3229.484131
	Iteration 4Q: 3 clusters Score -2749570 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2749833.000000 Penalty: 3229.484131
	Iteration 5Q: 3 clusters Score -2749833 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2750095.250000 Penalty: 3229.484131
	Iteration 6Q: 3 clusters Score -2750095 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2750388.000000 Penalty: 3229.484131
	Iteration 7Q: 3 clusters Score -2750388 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2750707.000000 Penalty: 3229.484131
	Iteration 8Q: 3 clusters Score -2750707 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2751121.000000 Penalty: 3229.484131
	Iteration 9Q: 3 clusters Score -2751121 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2751627.750000 Penalty: 3229.484131
	Iteration 10Q: 3 clusters Score -2751628 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2752199.750000 Penalty: 3229.484131
	Iteration 11Q: 3 clusters Score -2752200 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2752676.750000 Penalty: 3229.484131
	Iteration 12Q: 3 clusters Score -2752677 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2752973.500000 Penalty: 3229.484131
	Iteration 13Q: 3 clusters Score -2752974 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2753131.250000 Penalty: 3229.484131
	Iteration 14Q: 3 clusters Score -2753131 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2753217.000000 Penalty: 3229.484131
	Iteration 15Q: 3 clusters Score -2753217 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2753286.750000 Penalty: 3229.484131
	Iteration 16Q: 3 clusters Score -2753287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2753343.250000 Penalty: 3229.484131
	Iteration 17Q: 3 clusters Score -2753343 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2753391.250000 Penalty: 3229.484131
	Iteration 18Q: 3 clusters Score -2753391 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2753456.250000 Penalty: 3229.484131
	Iteration 19Q: 3 clusters Score -2753456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2753512.000000 Penalty: 3229.484131
	Iteration 20F: 3 clusters Score -2753512 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2753578.500000 Penalty: 3229.484131
	Iteration 21Q: 3 clusters Score -2753578 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2753641.000000 Penalty: 3229.484131
	Iteration 22Q: 3 clusters Score -2753641 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2753689.750000 Penalty: 3229.484131
	Iteration 23Q: 3 clusters Score -2753690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2753747.750000 Penalty: 3229.484131
	Iteration 24Q: 3 clusters Score -2753748 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2753802.250000 Penalty: 3229.484131
	Iteration 25Q: 3 clusters Score -2753802 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2753877.250000 Penalty: 3229.484131
	Iteration 26Q: 3 clusters Score -2753877 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2753945.500000 Penalty: 3229.484131
	Iteration 27Q: 3 clusters Score -2753946 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2754021.000000 Penalty: 3229.484131
	Iteration 28Q: 3 clusters Score -2754021 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2754116.750000 Penalty: 3229.484131
	Iteration 29Q: 3 clusters Score -2754117 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2754224.750000 Penalty: 3229.484131
	Iteration 30Q: 3 clusters Score -2754225 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2754347.500000 Penalty: 3229.484131
	Iteration 31Q: 3 clusters Score -2754348 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2754506.500000 Penalty: 3229.484131
	Iteration 32Q: 3 clusters Score -2754506 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2754697.500000 Penalty: 3229.484131
	Iteration 33Q: 3 clusters Score -2754698 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2754863.000000 Penalty: 3229.484131
	Iteration 34Q: 3 clusters Score -2754863 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2755043.750000 Penalty: 3229.484131
	Iteration 35Q: 3 clusters Score -2755044 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2755222.750000 Penalty: 3229.484131
	Iteration 36Q: 3 clusters Score -2755223 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2755428.500000 Penalty: 3229.484131
	Iteration 37Q: 3 clusters Score -2755428 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2755612.000000 Penalty: 3229.484131
	Iteration 38Q: 3 clusters Score -2755612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2755763.500000 Penalty: 3229.484131
	Iteration 39Q: 3 clusters Score -2755764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2755892.000000 Penalty: 3229.484131
	Iteration 40F: 3 clusters Score -2755892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2756004.250000 Penalty: 3229.484131
	Iteration 41Q: 3 clusters Score -2756004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2756088.750000 Penalty: 3229.484131
	Iteration 42Q: 3 clusters Score -2756089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2756158.500000 Penalty: 3229.484131
	Iteration 43Q: 3 clusters Score -2756158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2756209.500000 Penalty: 3229.484131
	Iteration 44Q: 3 clusters Score -2756210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2756239.000000 Penalty: 3229.484131
	Iteration 45Q: 3 clusters Score -2756239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2756267.250000 Penalty: 3229.484131
	Iteration 46Q: 3 clusters Score -2756267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2756285.500000 Penalty: 3229.484131
	Iteration 47Q: 3 clusters Score -2756286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2756299.250000 Penalty: 3229.484131
	Iteration 48Q: 3 clusters Score -2756299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2756308.500000 Penalty: 3229.484131
	Iteration 49Q: 3 clusters Score -2756308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2756317.250000 Penalty: 3229.484131
	Iteration 50Q: 3 clusters Score -2756317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2756326.750000 Penalty: 3229.484131
	Iteration 51Q: 3 clusters Score -2756327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2756330.000000 Penalty: 3229.484131
	Iteration 52Q: 3 clusters Score -2756330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2756338.000000 Penalty: 3229.484131
	Iteration 53Q: 3 clusters Score -2756338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2756342.500000 Penalty: 3229.484131
	Iteration 54Q: 3 clusters Score -2756342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2756350.250000 Penalty: 3229.484131
	Iteration 55Q: 3 clusters Score -2756350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2756352.250000 Penalty: 3229.484131
	Iteration 56Q: 3 clusters Score -2756352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2756357.250000 Penalty: 3229.484131
	Iteration 57Q: 3 clusters Score -2756357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2756362.750000 Penalty: 3229.484131
	Iteration 58Q: 3 clusters Score -2756363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2756368.000000 Penalty: 3229.484131
	Iteration 59Q: 3 clusters Score -2756368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2756373.500000 Penalty: 3229.484131
	Iteration 60F: 3 clusters Score -2756374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2756375.750000 Penalty: 3229.484131
	Iteration 61Q: 3 clusters Score -2756376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2756377.500000 Penalty: 3229.484131
	Iteration 62Q: 3 clusters Score -2756378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2756377.250000 Penalty: 3229.484131
	Iteration 63Q: 3 clusters Score -2756377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2756374.250000 Penalty: 3229.484131
	Iteration 64Q: 3 clusters Score -2756374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2756372.750000 Penalty: 3229.484131
	Iteration 65Q: 3 clusters Score -2756373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2756373.000000 Penalty: 3229.484131
	Iteration 66Q: 3 clusters Score -2756373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2756372.000000 Penalty: 3229.484131
	Iteration 67Q: 3 clusters Score -2756372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2756372.000000 Penalty: 3229.484131
	Iteration 68F: 3 clusters Score -2756372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -202014.156250 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -202014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -200444.937500 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -200444.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200729.390625 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -200729.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -200802.296875 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -200802.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -200839.265625 Penalty: 2319.356934
	Iteration 3Q: 3 clusters Score -200839.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -200873.250000 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -200873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -200893.859375 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -200893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -200908.390625 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -200908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -200913.390625 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -200913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -200916.187500 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -200916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -200918.515625 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -200918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -200921.031250 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -200921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -200923.312500 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -200923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200925.437500 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -200925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200929.046875 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -200929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200930.953125 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -200931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -200932.468750 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -200932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -200934.000000 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -200934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200934.281250 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -200934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200934.281250 Penalty: 2319.356934
	Iteration 18F: 3 clusters Score -200934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (69850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Entering Unmasked Estep 
Score: -9509905.000000 Penalty: 1812.542114
	Iteration 0F: 2 clusters Score -9509905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -9464446.000000 Penalty: 3625.084229
	Iteration 0F: 3 clusters Score -9464446 nChanged 33286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -9483199.000000 Penalty: 3625.084229
	Iteration 1F: 3 clusters Score -9483199 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9483552.000000 Penalty: 3625.084229
	Iteration 2Q: 3 clusters Score -9483552 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -9483863.000000 Penalty: 3625.084229
	Iteration 3Q: 3 clusters Score -9483863 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -9484262.000000 Penalty: 3625.084229
	Iteration 4Q: 3 clusters Score -9484262 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -9484735.000000 Penalty: 3625.084229
	Iteration 5Q: 3 clusters Score -9484735 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -9485542.000000 Penalty: 3625.084229
	Iteration 6Q: 3 clusters Score -9485542 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -9486789.000000 Penalty: 3625.084229
	Iteration 7Q: 3 clusters Score -9486789 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -9488602.000000 Penalty: 3625.084229
	Iteration 8Q: 3 clusters Score -9488602 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -9491249.000000 Penalty: 3625.084229
	Iteration 9F: 3 clusters Score -9491249 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -9494626.000000 Penalty: 3625.084229
	Iteration 10F: 3 clusters Score -9494626 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -9498624.000000 Penalty: 3625.084229
	Iteration 11F: 3 clusters Score -9498624 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -9502854.000000 Penalty: 3625.084229
	Iteration 12F: 3 clusters Score -9502854 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -9505167.000000 Penalty: 3625.084229
	Iteration 13F: 3 clusters Score -9505167 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -9506248.000000 Penalty: 3625.084229
	Iteration 14Q: 3 clusters Score -9506248 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -9506809.000000 Penalty: 3625.084229
	Iteration 15Q: 3 clusters Score -9506809 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9507171.000000 Penalty: 3625.084229
	Iteration 16Q: 3 clusters Score -9507171 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9507500.000000 Penalty: 3625.084229
	Iteration 17Q: 3 clusters Score -9507500 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9507708.000000 Penalty: 3625.084229
	Iteration 18Q: 3 clusters Score -9507708 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9507845.000000 Penalty: 3625.084229
	Iteration 19Q: 3 clusters Score -9507845 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -9507996.000000 Penalty: 3625.084229
	Iteration 20F: 3 clusters Score -9507996 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9508056.000000 Penalty: 3625.084229
	Iteration 21Q: 3 clusters Score -9508056 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -9508153.000000 Penalty: 3625.084229
	Iteration 22Q: 3 clusters Score -9508153 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -9508261.000000 Penalty: 3625.084229
	Iteration 23Q: 3 clusters Score -9508261 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -9508316.000000 Penalty: 3625.084229
	Iteration 24Q: 3 clusters Score -9508316 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -9508389.000000 Penalty: 3625.084229
	Iteration 25Q: 3 clusters Score -9508389 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -9508461.000000 Penalty: 3625.084229
	Iteration 26Q: 3 clusters Score -9508461 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -9508526.000000 Penalty: 3625.084229
	Iteration 27Q: 3 clusters Score -9508526 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -9508542.000000 Penalty: 3625.084229
	Iteration 28Q: 3 clusters Score -9508542 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -9508591.000000 Penalty: 3625.084229
	Iteration 29Q: 3 clusters Score -9508591 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -9508718.000000 Penalty: 3625.084229
	Iteration 30Q: 3 clusters Score -9508718 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -9508845.000000 Penalty: 3625.084229
	Iteration 31Q: 3 clusters Score -9508845 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -9508863.000000 Penalty: 3625.084229
	Iteration 32Q: 3 clusters Score -9508863 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -9508870.000000 Penalty: 3625.084229
	Iteration 33Q: 3 clusters Score -9508870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -9508866.000000 Penalty: 3625.084229
	Iteration 34Q: 3 clusters Score -9508866 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -9508929.000000 Penalty: 3625.084229
	Iteration 35Q: 3 clusters Score -9508929 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -9508978.000000 Penalty: 3625.084229
	Iteration 36Q: 3 clusters Score -9508978 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -9509043.000000 Penalty: 3625.084229
	Iteration 37Q: 3 clusters Score -9509043 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -9509088.000000 Penalty: 3625.084229
	Iteration 38Q: 3 clusters Score -9509088 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -9509117.000000 Penalty: 3625.084229
	Iteration 39Q: 3 clusters Score -9509117 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -9509138.000000 Penalty: 3625.084229
	Iteration 40F: 3 clusters Score -9509138 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -9509159.000000 Penalty: 3625.084229
	Iteration 41Q: 3 clusters Score -9509159 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -9509208.000000 Penalty: 3625.084229
	Iteration 42Q: 3 clusters Score -9509208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -9509213.000000 Penalty: 3625.084229
	Iteration 43Q: 3 clusters Score -9509213 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -9509227.000000 Penalty: 3625.084229
	Iteration 44Q: 3 clusters Score -9509227 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -9509243.000000 Penalty: 3625.084229
	Iteration 45Q: 3 clusters Score -9509243 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -9509237.000000 Penalty: 3625.084229
	Iteration 46Q: 3 clusters Score -9509237 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -9509292.000000 Penalty: 3625.084229
	Iteration 47Q: 3 clusters Score -9509292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -9509310.000000 Penalty: 3625.084229
	Iteration 48Q: 3 clusters Score -9509310 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -9509313.000000 Penalty: 3625.084229
	Iteration 49Q: 3 clusters Score -9509313 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -9509318.000000 Penalty: 3625.084229
	Iteration 50Q: 3 clusters Score -9509318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -9509350.000000 Penalty: 3625.084229
	Iteration 51Q: 3 clusters Score -9509350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -9509356.000000 Penalty: 3625.084229
	Iteration 52Q: 3 clusters Score -9509356 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -9509360.000000 Penalty: 3625.084229
	Iteration 53Q: 3 clusters Score -9509360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -9509396.000000 Penalty: 3625.084229
	Iteration 54Q: 3 clusters Score -9509396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -9509378.000000 Penalty: 3625.084229
	Iteration 55Q: 3 clusters Score -9509378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -9509393.000000 Penalty: 3625.084229
	Iteration 56Q: 3 clusters Score -9509393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -9509406.000000 Penalty: 3625.084229
	Iteration 57Q: 3 clusters Score -9509406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -9509397.000000 Penalty: 3625.084229
	Iteration 58Q: 3 clusters Score -9509397 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -9509422.000000 Penalty: 3625.084229
	Iteration 59Q: 3 clusters Score -9509422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -9509432.000000 Penalty: 3625.084229
	Iteration 60F: 3 clusters Score -9509432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -9509436.000000 Penalty: 3625.084229
	Iteration 61Q: 3 clusters Score -9509436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -9509435.000000 Penalty: 3625.084229
	Iteration 62Q: 3 clusters Score -9509435 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -9509440.000000 Penalty: 3625.084229
	Iteration 63Q: 3 clusters Score -9509440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -9509445.000000 Penalty: 3625.084229
	Iteration 64Q: 3 clusters Score -9509445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -9509457.000000 Penalty: 3625.084229
	Iteration 65Q: 3 clusters Score -9509457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -9509476.000000 Penalty: 3625.084229
	Iteration 66Q: 3 clusters Score -9509476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -9509485.000000 Penalty: 3625.084229
	Iteration 67Q: 3 clusters Score -9509485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -9509499.000000 Penalty: 3625.084229
	Iteration 68Q: 3 clusters Score -9509499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -9509516.000000 Penalty: 3625.084229
	Iteration 69Q: 3 clusters Score -9509516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -9509529.000000 Penalty: 3625.084229
	Iteration 70Q: 3 clusters Score -9509529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -9509528.000000 Penalty: 3625.084229
	Iteration 71Q: 3 clusters Score -9509528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -9509527.000000 Penalty: 3625.084229
	Iteration 72Q: 3 clusters Score -9509527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -9509522.000000 Penalty: 3625.084229
	Iteration 73Q: 3 clusters Score -9509522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -9509530.000000 Penalty: 3625.084229
	Iteration 74Q: 3 clusters Score -9509530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9509554.000000 Penalty: 3625.084229
	Iteration 75Q: 3 clusters Score -9509554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -9509576.000000 Penalty: 3625.084229
	Iteration 76Q: 3 clusters Score -9509576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -9509576.000000 Penalty: 3625.084229
	Iteration 77Q: 3 clusters Score -9509576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -9509569.000000 Penalty: 3625.084229
	Iteration 78Q: 3 clusters Score -9509569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9509552.000000 Penalty: 3625.084229
	Iteration 79Q: 3 clusters Score -9509552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -9509555.000000 Penalty: 3625.084229
	Iteration 80F: 3 clusters Score -9509555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -9509557.000000 Penalty: 3625.084229
	Iteration 81Q: 3 clusters Score -9509557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -9509538.000000 Penalty: 3625.084229
	Iteration 82Q: 3 clusters Score -9509538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -9509533.000000 Penalty: 3625.084229
	Iteration 83Q: 3 clusters Score -9509533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9509533.000000 Penalty: 3625.084229
	Iteration 84Q: 3 clusters Score -9509533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9509529.000000 Penalty: 3625.084229
	Iteration 85Q: 3 clusters Score -9509529 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -9509535.000000 Penalty: 3625.084229
	Iteration 86Q: 3 clusters Score -9509535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -9509524.000000 Penalty: 3625.084229
	Iteration 87Q: 3 clusters Score -9509524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -9509525.000000 Penalty: 3625.084229
	Iteration 88Q: 3 clusters Score -9509525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -9509510.000000 Penalty: 3625.084229
	Iteration 89Q: 3 clusters Score -9509510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -9509502.000000 Penalty: 3625.084229
	Iteration 90Q: 3 clusters Score -9509502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -9509482.000000 Penalty: 3625.084229
	Iteration 91Q: 3 clusters Score -9509482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -9509484.000000 Penalty: 3625.084229
	Iteration 92Q: 3 clusters Score -9509484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -9509490.000000 Penalty: 3625.084229
	Iteration 93Q: 3 clusters Score -9509490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9509469.000000 Penalty: 3625.084229
	Iteration 94Q: 3 clusters Score -9509469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -9509481.000000 Penalty: 3625.084229
	Iteration 95Q: 3 clusters Score -9509481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -9509485.000000 Penalty: 3625.084229
	Iteration 96Q: 3 clusters Score -9509485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -9509483.000000 Penalty: 3625.084229
	Iteration 97Q: 3 clusters Score -9509483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9509489.000000 Penalty: 3625.084229
	Iteration 98Q: 3 clusters Score -9509489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -9509470.000000 Penalty: 3625.084229
	Iteration 99Q: 3 clusters Score -9509470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -9509460.000000 Penalty: 3625.084229
	Iteration 100F: 3 clusters Score -9509460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -9509458.000000 Penalty: 3625.084229
	Iteration 101Q: 3 clusters Score -9509458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -9509459.000000 Penalty: 3625.084229
	Iteration 102Q: 3 clusters Score -9509459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -9509454.000000 Penalty: 3625.084229
	Iteration 103Q: 3 clusters Score -9509454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9509449.000000 Penalty: 3625.084229
	Iteration 104Q: 3 clusters Score -9509449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9509451.000000 Penalty: 3625.084229
	Iteration 105Q: 3 clusters Score -9509451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9509452.000000 Penalty: 3625.084229
	Iteration 106Q: 3 clusters Score -9509452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -9509456.000000 Penalty: 3625.084229
	Iteration 107Q: 3 clusters Score -9509456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -9509456.000000 Penalty: 3625.084229
	Iteration 108Q: 3 clusters Score -9509456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9509464.000000 Penalty: 3625.084229
	Iteration 109Q: 3 clusters Score -9509464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -9509469.000000 Penalty: 3625.084229
	Iteration 110Q: 3 clusters Score -9509469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -9509466.000000 Penalty: 3625.084229
	Iteration 111Q: 3 clusters Score -9509466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -9509472.000000 Penalty: 3625.084229
	Iteration 112Q: 3 clusters Score -9509472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -9509459.000000 Penalty: 3625.084229
	Iteration 113Q: 3 clusters Score -9509459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -9509462.000000 Penalty: 3625.084229
	Iteration 114Q: 3 clusters Score -9509462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -9509454.000000 Penalty: 3625.084229
	Iteration 115Q: 3 clusters Score -9509454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -9509460.000000 Penalty: 3625.084229
	Iteration 116Q: 3 clusters Score -9509460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9509444.000000 Penalty: 3625.084229
	Iteration 117Q: 3 clusters Score -9509444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -9509445.000000 Penalty: 3625.084229
	Iteration 118Q: 3 clusters Score -9509445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -9509450.000000 Penalty: 3625.084229
	Iteration 119Q: 3 clusters Score -9509450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9509445.000000 Penalty: 3625.084229
	Iteration 120F: 3 clusters Score -9509445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -9509445.000000 Penalty: 3625.084229
	Iteration 121Q: 3 clusters Score -9509445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -9509442.000000 Penalty: 3625.084229
	Iteration 122Q: 3 clusters Score -9509442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -9509437.000000 Penalty: 3625.084229
	Iteration 123Q: 3 clusters Score -9509437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -9509442.000000 Penalty: 3625.084229
	Iteration 124Q: 3 clusters Score -9509442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -9509441.000000 Penalty: 3625.084229
	Iteration 125Q: 3 clusters Score -9509441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -9509436.000000 Penalty: 3625.084229
	Iteration 126Q: 3 clusters Score -9509436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -9509441.000000 Penalty: 3625.084229
	Iteration 127Q: 3 clusters Score -9509441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -9509431.000000 Penalty: 3625.084229
	Iteration 128Q: 3 clusters Score -9509431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -9509423.000000 Penalty: 3625.084229
	Iteration 129Q: 3 clusters Score -9509423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -9509425.000000 Penalty: 3625.084229
	Iteration 130Q: 3 clusters Score -9509425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -9509413.000000 Penalty: 3625.084229
	Iteration 131Q: 3 clusters Score -9509413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -9509405.000000 Penalty: 3625.084229
	Iteration 132Q: 3 clusters Score -9509405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -9509412.000000 Penalty: 3625.084229
	Iteration 133Q: 3 clusters Score -9509412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -9509416.000000 Penalty: 3625.084229
	Iteration 134Q: 3 clusters Score -9509416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -9509416.000000 Penalty: 3625.084229
	Iteration 135Q: 3 clusters Score -9509416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -9509414.000000 Penalty: 3625.084229
	Iteration 136Q: 3 clusters Score -9509414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -9509417.000000 Penalty: 3625.084229
	Iteration 137Q: 3 clusters Score -9509417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -9509414.000000 Penalty: 3625.084229
	Iteration 138Q: 3 clusters Score -9509414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -9509414.000000 Penalty: 3625.084229
	Iteration 139F: 3 clusters Score -9509414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -175569.218750 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -175569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -173865.843750 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -173865.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174244.203125 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -174244.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174357.781250 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -174357.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174458.734375 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -174458.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -174543.484375 Penalty: 2350.403320
	Iteration 4Q: 3 clusters Score -174543.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174622.281250 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -174622.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174684.093750 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -174684.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174732.343750 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -174732.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -174772.375000 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -174772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174792.875000 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -174792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -174813.265625 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -174813.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -174837.031250 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -174837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174864.703125 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -174864.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -174898.421875 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -174898.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -174916.375000 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -174916.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174923.250000 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -174923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -174930.500000 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -174930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -174938.171875 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -174938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174944.125000 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -174944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -174950.109375 Penalty: 2350.403320
	Iteration 19Q: 3 clusters Score -174950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -174951.562500 Penalty: 2350.403320
	Iteration 20F: 3 clusters Score -174951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174953.453125 Penalty: 2350.403320
	Iteration 21Q: 3 clusters Score -174953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174954.375000 Penalty: 2350.403320
	Iteration 22Q: 3 clusters Score -174954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174955.546875 Penalty: 2350.403320
	Iteration 23Q: 3 clusters Score -174955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174956.093750 Penalty: 2350.403320
	Iteration 24Q: 3 clusters Score -174956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174956.156250 Penalty: 2350.403320
	Iteration 25Q: 3 clusters Score -174956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174956.156250 Penalty: 2350.403320
	Iteration 26F: 3 clusters Score -174956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -5957.441406 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -5957.441 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 112 members 
Entering Unmasked Estep 
Score: -5225.864746 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -5225.865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5327.526367 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -5327.526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5349.096680 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -5349.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5353.691895 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -5353.692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5368.852539 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -5368.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5379.138672 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -5379.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5383.619629 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -5383.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5383.619629 Penalty: 1734.699951
	Iteration 7F: 3 clusters Score -5383.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -16386.455078 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -16386.46 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 120 members 
Entering Unmasked Estep 
Score: -15635.319336 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -15635.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15822.963867 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -15822.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15919.376953 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -15919.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15971.192383 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -15971.19 nChanged 7
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: -15996.097656 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -15996.1 nChanged 6
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: -16046.255859 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -16046.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16131.669922 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -16131.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16229.453125 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -16229.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16241.516602 Penalty: 1802.182617
	Iteration 8Q: 3 clusters Score -16241.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16264.479492 Penalty: 1802.182617
	Iteration 9Q: 3 clusters Score -16264.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16275.155273 Penalty: 1802.182617
	Iteration 10Q: 3 clusters Score -16275.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16275.155273 Penalty: 1802.182617
	Iteration 11F: 3 clusters Score -16275.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -176081.234375 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -176081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174288.671875 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -174288.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174829.046875 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -174829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175038.437500 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -175038.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175195.265625 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -175195.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175303.562500 Penalty: 2384.927490
	Iteration 4F: 3 clusters Score -175303.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175381.671875 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -175381.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175459.640625 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -175459.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175523.218750 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -175523.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175571.453125 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -175571.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175610.250000 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -175610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175631.203125 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -175631.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -175644.203125 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -175644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175651.843750 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -175651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175657.859375 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -175657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175664.812500 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -175664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175671.453125 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -175671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175677.875000 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -175677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175686.187500 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -175686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175696.312500 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -175696.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175704.984375 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -175705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175713.468750 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -175713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -175722.015625 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -175722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175727.968750 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -175728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175731.343750 Penalty: 2384.927490
	Iteration 23Q: 3 clusters Score -175731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175734.968750 Penalty: 2384.927490
	Iteration 24Q: 3 clusters Score -175735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175738.359375 Penalty: 2384.927490
	Iteration 25Q: 3 clusters Score -175738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175741.187500 Penalty: 2384.927490
	Iteration 26Q: 3 clusters Score -175741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175745.468750 Penalty: 2384.927490
	Iteration 27Q: 3 clusters Score -175745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175750.343750 Penalty: 2384.927490
	Iteration 28Q: 3 clusters Score -175750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175752.781250 Penalty: 2384.927490
	Iteration 29Q: 3 clusters Score -175752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -175755.453125 Penalty: 2384.927490
	Iteration 30Q: 3 clusters Score -175755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175757.187500 Penalty: 2384.927490
	Iteration 31Q: 3 clusters Score -175757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175757.609375 Penalty: 2384.927490
	Iteration 32Q: 3 clusters Score -175757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175757.609375 Penalty: 2384.927490
	Iteration 33F: 3 clusters Score -175757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -44822.445312 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -44822.45 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 183 members 
Entering Unmasked Estep 
Score: -43879.921875 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -43879.92 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44024.269531 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -44024.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44091.945312 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -44091.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -44139.570312 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -44139.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44173.457031 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -44173.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44211.703125 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -44211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44230.500000 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -44230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44250.746094 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -44250.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44254.546875 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -44254.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44260.761719 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -44260.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -44268.058594 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -44268.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44269.480469 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -44269.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44269.480469 Penalty: 1923.640503
	Iteration 12F: 3 clusters Score -44269.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -434399.968750 Penalty: 1314.091553
	Iteration 0F: 2 clusters Score -434400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -431466.031250 Penalty: 2628.183105
	Iteration 0F: 3 clusters Score -431466 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -432147.875000 Penalty: 2628.183105
	Iteration 1F: 3 clusters Score -432147.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -432285.718750 Penalty: 2628.183105
	Iteration 2F: 3 clusters Score -432285.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -432386.718750 Penalty: 2628.183105
	Iteration 3F: 3 clusters Score -432386.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -432445.593750 Penalty: 2628.183105
	Iteration 4Q: 3 clusters Score -432445.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -432485.718750 Penalty: 2628.183105
	Iteration 5Q: 3 clusters Score -432485.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -432517.687500 Penalty: 2628.183105
	Iteration 6Q: 3 clusters Score -432517.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -432547.031250 Penalty: 2628.183105
	Iteration 7Q: 3 clusters Score -432547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -432576.718750 Penalty: 2628.183105
	Iteration 8Q: 3 clusters Score -432576.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -432601.281250 Penalty: 2628.183105
	Iteration 9Q: 3 clusters Score -432601.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432625.937500 Penalty: 2628.183105
	Iteration 10Q: 3 clusters Score -432625.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -432657.156250 Penalty: 2628.183105
	Iteration 11Q: 3 clusters Score -432657.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -432694.218750 Penalty: 2628.183105
	Iteration 12Q: 3 clusters Score -432694.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -432725.187500 Penalty: 2628.183105
	Iteration 13Q: 3 clusters Score -432725.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -432750.875000 Penalty: 2628.183105
	Iteration 14Q: 3 clusters Score -432750.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -432771.593750 Penalty: 2628.183105
	Iteration 15Q: 3 clusters Score -432771.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -432791.468750 Penalty: 2628.183105
	Iteration 16Q: 3 clusters Score -432791.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -432810.125000 Penalty: 2628.183105
	Iteration 17Q: 3 clusters Score -432810.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -432828.937500 Penalty: 2628.183105
	Iteration 18Q: 3 clusters Score -432828.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -432848.906250 Penalty: 2628.183105
	Iteration 19Q: 3 clusters Score -432848.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -432870.687500 Penalty: 2628.183105
	Iteration 20F: 3 clusters Score -432870.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -432895.187500 Penalty: 2628.183105
	Iteration 21Q: 3 clusters Score -432895.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -432917.656250 Penalty: 2628.183105
	Iteration 22Q: 3 clusters Score -432917.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -432939.250000 Penalty: 2628.183105
	Iteration 23Q: 3 clusters Score -432939.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -432960.593750 Penalty: 2628.183105
	Iteration 24Q: 3 clusters Score -432960.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -432982.781250 Penalty: 2628.183105
	Iteration 25Q: 3 clusters Score -432982.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -433013.000000 Penalty: 2628.183105
	Iteration 26Q: 3 clusters Score -433013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -433039.156250 Penalty: 2628.183105
	Iteration 27Q: 3 clusters Score -433039.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -433069.875000 Penalty: 2628.183105
	Iteration 28Q: 3 clusters Score -433069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -433094.593750 Penalty: 2628.183105
	Iteration 29Q: 3 clusters Score -433094.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -433118.781250 Penalty: 2628.183105
	Iteration 30Q: 3 clusters Score -433118.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -433144.875000 Penalty: 2628.183105
	Iteration 31Q: 3 clusters Score -433144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -433162.218750 Penalty: 2628.183105
	Iteration 32Q: 3 clusters Score -433162.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -433181.250000 Penalty: 2628.183105
	Iteration 33Q: 3 clusters Score -433181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -433193.500000 Penalty: 2628.183105
	Iteration 34Q: 3 clusters Score -433193.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -433201.187500 Penalty: 2628.183105
	Iteration 35Q: 3 clusters Score -433201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -433212.843750 Penalty: 2628.183105
	Iteration 36Q: 3 clusters Score -433212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -433227.281250 Penalty: 2628.183105
	Iteration 37Q: 3 clusters Score -433227.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -433235.375000 Penalty: 2628.183105
	Iteration 38Q: 3 clusters Score -433235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -433241.156250 Penalty: 2628.183105
	Iteration 39Q: 3 clusters Score -433241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -433243.625000 Penalty: 2628.183105
	Iteration 40F: 3 clusters Score -433243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -433244.718750 Penalty: 2628.183105
	Iteration 41Q: 3 clusters Score -433244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -433246.375000 Penalty: 2628.183105
	Iteration 42Q: 3 clusters Score -433246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -433247.593750 Penalty: 2628.183105
	Iteration 43Q: 3 clusters Score -433247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -433247.593750 Penalty: 2628.183105
	Iteration 44F: 3 clusters Score -433247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -109444.562500 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -109444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108209.234375 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -108209.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108465.164062 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -108465.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108542.046875 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -108542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108576.687500 Penalty: 2164.270508
	Iteration 3Q: 3 clusters Score -108576.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108593.531250 Penalty: 2164.270508
	Iteration 4Q: 3 clusters Score -108593.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108607.375000 Penalty: 2164.270508
	Iteration 5Q: 3 clusters Score -108607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108619.812500 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -108619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108635.906250 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -108635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108654.101562 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -108654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108670.289062 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -108670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108681.468750 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -108681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108685.617188 Penalty: 2164.270508
	Iteration 11Q: 3 clusters Score -108685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108695.460938 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -108695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108700.710938 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -108700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108708.890625 Penalty: 2164.270508
	Iteration 14Q: 3 clusters Score -108708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108716.710938 Penalty: 2164.270508
	Iteration 15Q: 3 clusters Score -108716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108723.312500 Penalty: 2164.270508
	Iteration 16Q: 3 clusters Score -108723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108734.390625 Penalty: 2164.270508
	Iteration 17Q: 3 clusters Score -108734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108740.484375 Penalty: 2164.270508
	Iteration 18Q: 3 clusters Score -108740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108748.140625 Penalty: 2164.270508
	Iteration 19Q: 3 clusters Score -108748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108754.820312 Penalty: 2164.270508
	Iteration 20F: 3 clusters Score -108754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108763.500000 Penalty: 2164.270508
	Iteration 21Q: 3 clusters Score -108763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108770.195312 Penalty: 2164.270508
	Iteration 22Q: 3 clusters Score -108770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108770.195312 Penalty: 2164.270508
	Iteration 23F: 3 clusters Score -108770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100013.656250 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -100013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98720.601562 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -98720.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98926.000000 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -98926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98990.367188 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -98990.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99022.492188 Penalty: 2170.461182
	Iteration 3Q: 3 clusters Score -99022.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99047.718750 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -99047.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99069.281250 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -99069.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99082.750000 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -99082.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99090.062500 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -99090.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99101.093750 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -99101.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99109.140625 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -99109.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99116.562500 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -99116.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99124.406250 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -99124.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99130.750000 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -99130.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99131.632812 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -99131.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99132.593750 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -99132.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99132.921875 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -99132.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99133.265625 Penalty: 2170.461182
	Iteration 16Q: 3 clusters Score -99133.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99134.890625 Penalty: 2170.461182
	Iteration 17Q: 3 clusters Score -99134.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99138.609375 Penalty: 2170.461182
	Iteration 18Q: 3 clusters Score -99138.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -99142.867188 Penalty: 2170.461182
	Iteration 19Q: 3 clusters Score -99142.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99144.359375 Penalty: 2170.461182
	Iteration 20F: 3 clusters Score -99144.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -624543.687500 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -624543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -620674.437500 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -620674.4 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -621758.250000 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -621758.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -622017.750000 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -622017.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -622234.875000 Penalty: 2752.782959
	Iteration 3F: 3 clusters Score -622234.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -622460.750000 Penalty: 2752.782959
	Iteration 4F: 3 clusters Score -622460.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -622697.375000 Penalty: 2752.782959
	Iteration 5F: 3 clusters Score -622697.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -622985.312500 Penalty: 2752.782959
	Iteration 6F: 3 clusters Score -622985.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -623289.687500 Penalty: 2752.782959
	Iteration 7F: 3 clusters Score -623289.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -623560.312500 Penalty: 2752.782959
	Iteration 8F: 3 clusters Score -623560.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -623844.312500 Penalty: 2752.782959
	Iteration 9F: 3 clusters Score -623844.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -624119.812500 Penalty: 2752.782959
	Iteration 10F: 3 clusters Score -624119.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -624312.375000 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -624312.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -624427.437500 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -624427.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -624476.750000 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -624476.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -624506.625000 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -624506.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -624538.625000 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -624538.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -624563.062500 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -624563.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -624588.750000 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -624588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -624610.875000 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -624610.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -624624.625000 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -624624.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -624640.312500 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -624640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -624648.562500 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -624648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -624650.875000 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -624650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -624654.187500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -624654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -624657.062500 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -624657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -624657.937500 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -624657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -624657.250000 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -624657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -624657.250000 Penalty: 2752.782959
	Iteration 27F: 3 clusters Score -624657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20679 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69850 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 3523 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2117 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Mstep: Class 71 contains 1247 members 
Entering Unmasked Estep 
Score: -68992680.000000 Penalty: 152087.562500
Splitting cluster 54 changes total score from -68993224.000000 to -68992680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -627130.562500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -627130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -623399.187500 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -623399.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -624365.750000 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -624365.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -624534.062500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -624534.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -624657.375000 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -624657.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -624763.437500 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -624763.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -624856.937500 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -624856.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -624960.937500 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -624960.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -625050.250000 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -625050.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -625134.000000 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -625134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -625208.125000 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -625208.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -625298.625000 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -625298.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -625398.750000 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -625398.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -625485.937500 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -625485.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -625573.875000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -625573.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -625648.875000 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -625648.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -625722.812500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -625722.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -625787.125000 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -625787.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -625843.125000 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -625843.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -625877.812500 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -625877.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -625896.812500 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -625896.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -625918.375000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -625918.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -625937.062500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -625937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -625947.625000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -625947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -625961.937500 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -625961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -625967.187500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -625967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -625972.375000 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -625972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -625973.875000 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -625973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -625977.062500 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -625977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -625979.562500 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -625979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -625979.562500 Penalty: 2744.152588
	Iteration 29F: 3 clusters Score -625979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -20817.683594 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -20817.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20215.816406 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -20215.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20391.425781 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -20391.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20472.666016 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -20472.67 nChanged 6
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: -20497.101562 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -20497.1 nChanged 3
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: -20525.636719 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -20525.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20531.953125 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -20531.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20531.953125 Penalty: 1743.942139
	Iteration 6F: 3 clusters Score -20531.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -63719.382812 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -63719.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62690.402344 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -62690.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62909.683594 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -62909.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62995.523438 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -62995.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63063.179688 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -63063.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63157.492188 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -63157.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63211.878906 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -63211.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63233.222656 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -63233.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63237.695312 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -63237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63245.257812 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -63245.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63257.839844 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -63257.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63269.718750 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -63269.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63281.136719 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -63281.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63285.433594 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -63285.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63285.722656 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -63285.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63285.722656 Penalty: 2009.177612
	Iteration 14F: 3 clusters Score -63285.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -57923.898438 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -57923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56865.371094 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -56865.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57007.582031 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -57007.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57062.511719 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -57062.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57085.449219 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -57085.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57109.421875 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -57109.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57119.746094 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -57119.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57126.097656 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -57126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57129.406250 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -57129.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57130.773438 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -57130.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57131.882812 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -57131.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57131.882812 Penalty: 1996.860352
	Iteration 10F: 3 clusters Score -57131.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -52719.187500 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -52719.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51865.378906 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -51865.38 nChanged 48
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: -51937.984375 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -51937.98 nChanged 11
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: -51960.781250 Penalty: 1841.588623
	Iteration 2Q: 3 clusters Score -51960.78 nChanged 2
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: -51964.554688 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -51964.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51975.347656 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -51975.35 nChanged 1
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: -51976.171875 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -51976.17 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: -51988.117188 Penalty: 1841.588623
	Iteration 6Q: 3 clusters Score -51988.12 nChanged 3
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: -51993.722656 Penalty: 1841.588623
	Iteration 7Q: 3 clusters Score -51993.72 nChanged 1
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: -51998.558594 Penalty: 1841.588623
	Iteration 8Q: 3 clusters Score -51998.56 nChanged 0
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: -51998.558594 Penalty: 1841.588623
	Iteration 9F: 3 clusters Score -51998.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -622826.250000 Penalty: 1369.003784
	Iteration 0F: 2 clusters Score -622826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -619146.125000 Penalty: 2738.007568
	Iteration 0F: 3 clusters Score -619146.1 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -620110.500000 Penalty: 2738.007568
	Iteration 1F: 3 clusters Score -620110.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -620310.937500 Penalty: 2738.007568
	Iteration 2F: 3 clusters Score -620310.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -620508.187500 Penalty: 2738.007568
	Iteration 3F: 3 clusters Score -620508.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -620673.875000 Penalty: 2738.007568
	Iteration 4F: 3 clusters Score -620673.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -620854.312500 Penalty: 2738.007568
	Iteration 5F: 3 clusters Score -620854.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -621026.062500 Penalty: 2738.007568
	Iteration 6Q: 3 clusters Score -621026.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -621189.937500 Penalty: 2738.007568
	Iteration 7Q: 3 clusters Score -621189.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -621335.375000 Penalty: 2738.007568
	Iteration 8Q: 3 clusters Score -621335.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -621460.500000 Penalty: 2738.007568
	Iteration 9Q: 3 clusters Score -621460.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -621553.000000 Penalty: 2738.007568
	Iteration 10Q: 3 clusters Score -621553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -621636.687500 Penalty: 2738.007568
	Iteration 11Q: 3 clusters Score -621636.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -621715.375000 Penalty: 2738.007568
	Iteration 12Q: 3 clusters Score -621715.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -621764.312500 Penalty: 2738.007568
	Iteration 13Q: 3 clusters Score -621764.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -621796.062500 Penalty: 2738.007568
	Iteration 14Q: 3 clusters Score -621796.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -621809.375000 Penalty: 2738.007568
	Iteration 15Q: 3 clusters Score -621809.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -621816.000000 Penalty: 2738.007568
	Iteration 16Q: 3 clusters Score -621816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -621821.125000 Penalty: 2738.007568
	Iteration 17Q: 3 clusters Score -621821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -621823.250000 Penalty: 2738.007568
	Iteration 18Q: 3 clusters Score -621823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -621824.562500 Penalty: 2738.007568
	Iteration 19Q: 3 clusters Score -621824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -621826.750000 Penalty: 2738.007568
	Iteration 20F: 3 clusters Score -621826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -621829.375000 Penalty: 2738.007568
	Iteration 21Q: 3 clusters Score -621829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -621831.000000 Penalty: 2738.007568
	Iteration 22Q: 3 clusters Score -621831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -621831.312500 Penalty: 2738.007568
	Iteration 23Q: 3 clusters Score -621831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -621833.062500 Penalty: 2738.007568
	Iteration 24Q: 3 clusters Score -621833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -621831.687500 Penalty: 2738.007568
	Iteration 25Q: 3 clusters Score -621831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -621832.000000 Penalty: 2738.007568
	Iteration 26Q: 3 clusters Score -621832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -621833.000000 Penalty: 2738.007568
	Iteration 27Q: 3 clusters Score -621833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -621833.437500 Penalty: 2738.007568
	Iteration 28Q: 3 clusters Score -621833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -621833.437500 Penalty: 2738.007568
	Iteration 29F: 3 clusters Score -621833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -188405.656250 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -188405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -186668.812500 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -186668.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187059.921875 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -187059.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -187160.671875 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -187160.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -187213.093750 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -187213.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -187259.703125 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -187259.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187293.984375 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -187294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -187331.781250 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -187331.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -187352.500000 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -187352.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187365.484375 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -187365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187375.031250 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -187375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187381.671875 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -187381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -187386.421875 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -187386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -187388.953125 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -187389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187393.906250 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -187393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -187399.046875 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -187399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187403.781250 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -187403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -187408.046875 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -187408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -187409.875000 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -187409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -187413.781250 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -187413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -187414.343750 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -187414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -187417.578125 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -187417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -187420.015625 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -187420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -187420.015625 Penalty: 2366.450195
	Iteration 22F: 3 clusters Score -187420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -433859.656250 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -433859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430910.500000 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -430910.5 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -431795.218750 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -431795.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -432082.906250 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -432082.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -432287.000000 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -432287 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -432436.750000 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -432436.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -432555.750000 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -432555.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -432660.406250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -432660.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -432732.656250 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -432732.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -432807.218750 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -432807.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -432868.437500 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -432868.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -432923.468750 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -432923.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -432972.875000 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -432972.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -433023.187500 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -433023.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -433076.250000 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -433076.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -433122.812500 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -433122.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -433155.937500 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -433155.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -433177.937500 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -433177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -433193.625000 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -433193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -433206.750000 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -433206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -433220.156250 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -433220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -433231.218750 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -433231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -433235.562500 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -433235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -433237.375000 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -433237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -433240.531250 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -433240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -433244.562500 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -433244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -433246.187500 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -433246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -433246.750000 Penalty: 2639.963623
	Iteration 26Q: 3 clusters Score -433246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -433248.562500 Penalty: 2639.963623
	Iteration 27Q: 3 clusters Score -433248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -433249.406250 Penalty: 2639.963623
	Iteration 28Q: 3 clusters Score -433249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -433250.625000 Penalty: 2639.963623
	Iteration 29Q: 3 clusters Score -433250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -433251.343750 Penalty: 2639.963623
	Iteration 30Q: 3 clusters Score -433251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -433252.062500 Penalty: 2639.963623
	Iteration 31Q: 3 clusters Score -433252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -433252.062500 Penalty: 2639.963623
	Iteration 32F: 3 clusters Score -433252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -253464.312500 Penalty: 1226.468994
	Iteration 0F: 2 clusters Score -253464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -251443.015625 Penalty: 2452.937988
	Iteration 0F: 3 clusters Score -251443 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251871.875000 Penalty: 2452.937988
	Iteration 1F: 3 clusters Score -251871.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -252001.937500 Penalty: 2452.937988
	Iteration 2F: 3 clusters Score -252001.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252089.000000 Penalty: 2452.937988
	Iteration 3F: 3 clusters Score -252089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -252166.906250 Penalty: 2452.937988
	Iteration 4Q: 3 clusters Score -252166.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -252242.546875 Penalty: 2452.937988
	Iteration 5Q: 3 clusters Score -252242.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252342.203125 Penalty: 2452.937988
	Iteration 6Q: 3 clusters Score -252342.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -252444.640625 Penalty: 2452.937988
	Iteration 7Q: 3 clusters Score -252444.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -252507.562500 Penalty: 2452.937988
	Iteration 8Q: 3 clusters Score -252507.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -252563.515625 Penalty: 2452.937988
	Iteration 9Q: 3 clusters Score -252563.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -252590.125000 Penalty: 2452.937988
	Iteration 10Q: 3 clusters Score -252590.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -252614.718750 Penalty: 2452.937988
	Iteration 11Q: 3 clusters Score -252614.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -252639.390625 Penalty: 2452.937988
	Iteration 12Q: 3 clusters Score -252639.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -252658.843750 Penalty: 2452.937988
	Iteration 13Q: 3 clusters Score -252658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -252672.437500 Penalty: 2452.937988
	Iteration 14Q: 3 clusters Score -252672.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -252690.703125 Penalty: 2452.937988
	Iteration 15Q: 3 clusters Score -252690.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -252700.609375 Penalty: 2452.937988
	Iteration 16Q: 3 clusters Score -252700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -252708.109375 Penalty: 2452.937988
	Iteration 17Q: 3 clusters Score -252708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -252711.546875 Penalty: 2452.937988
	Iteration 18Q: 3 clusters Score -252711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -252714.375000 Penalty: 2452.937988
	Iteration 19Q: 3 clusters Score -252714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -252717.500000 Penalty: 2452.937988
	Iteration 20F: 3 clusters Score -252717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -252722.921875 Penalty: 2452.937988
	Iteration 21Q: 3 clusters Score -252722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -252727.218750 Penalty: 2452.937988
	Iteration 22Q: 3 clusters Score -252727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -252730.750000 Penalty: 2452.937988
	Iteration 23Q: 3 clusters Score -252730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252734.250000 Penalty: 2452.937988
	Iteration 24Q: 3 clusters Score -252734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -252737.625000 Penalty: 2452.937988
	Iteration 25Q: 3 clusters Score -252737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -252743.218750 Penalty: 2452.937988
	Iteration 26Q: 3 clusters Score -252743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -252745.968750 Penalty: 2452.937988
	Iteration 27Q: 3 clusters Score -252746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -252747.562500 Penalty: 2452.937988
	Iteration 28Q: 3 clusters Score -252747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -252749.890625 Penalty: 2452.937988
	Iteration 29Q: 3 clusters Score -252749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -252751.281250 Penalty: 2452.937988
	Iteration 30Q: 3 clusters Score -252751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -252752.671875 Penalty: 2452.937988
	Iteration 31Q: 3 clusters Score -252752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -252752.625000 Penalty: 2452.937988
	Iteration 32Q: 3 clusters Score -252752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -252752.625000 Penalty: 2452.937988
	Iteration 33F: 3 clusters Score -252752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -205656.031250 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -205656 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 869 members 
Entering Unmasked Estep 
Score: -203735.609375 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -203735.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -204279.328125 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -204279.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -204453.765625 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -204453.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -204562.109375 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -204562.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204638.093750 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -204638.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -204695.484375 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -204695.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204724.234375 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -204724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -204736.031250 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -204736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -204745.515625 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -204745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -204755.265625 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -204755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -204761.390625 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -204761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -204764.625000 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -204764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204769.468750 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -204769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -204773.921875 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -204773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -204780.781250 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -204780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -204786.140625 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -204786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -204791.390625 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -204791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -204796.078125 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -204796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -204801.562500 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -204801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -204805.390625 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -204805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204809.734375 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -204809.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -204815.625000 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -204815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -204820.937500 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -204820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -204824.750000 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -204824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204828.484375 Penalty: 2424.285156
	Iteration 24Q: 3 clusters Score -204828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -204831.062500 Penalty: 2424.285156
	Iteration 25Q: 3 clusters Score -204831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -204832.328125 Penalty: 2424.285156
	Iteration 26Q: 3 clusters Score -204832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -204832.828125 Penalty: 2424.285156
	Iteration 27Q: 3 clusters Score -204832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -204834.406250 Penalty: 2424.285156
	Iteration 28Q: 3 clusters Score -204834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -204836.562500 Penalty: 2424.285156
	Iteration 29Q: 3 clusters Score -204836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -204837.484375 Penalty: 2424.285156
	Iteration 30Q: 3 clusters Score -204837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -204837.796875 Penalty: 2424.285156
	Iteration 31Q: 3 clusters Score -204837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -204839.609375 Penalty: 2424.285156
	Iteration 32Q: 3 clusters Score -204839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -204841.437500 Penalty: 2424.285156
	Iteration 33Q: 3 clusters Score -204841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -204843.296875 Penalty: 2424.285156
	Iteration 34Q: 3 clusters Score -204843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -204844.640625 Penalty: 2424.285156
	Iteration 35Q: 3 clusters Score -204844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -204847.109375 Penalty: 2424.285156
	Iteration 36Q: 3 clusters Score -204847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -204849.328125 Penalty: 2424.285156
	Iteration 37Q: 3 clusters Score -204849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -204849.640625 Penalty: 2424.285156
	Iteration 38Q: 3 clusters Score -204849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -204849.640625 Penalty: 2424.285156
	Iteration 39F: 3 clusters Score -204849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -15271.150391 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -15271.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14424.608398 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -14424.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14536.910156 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -14536.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14577.737305 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -14577.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14603.484375 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -14603.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14611.244141 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -14611.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14615.477539 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -14615.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14619.217773 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -14619.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14622.881836 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -14622.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14622.881836 Penalty: 1894.407349
	Iteration 8F: 3 clusters Score -14622.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -162111.671875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -162111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160468.546875 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -160468.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -160800.234375 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -160800.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160905.609375 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -160905.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160958.281250 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -160958.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -160983.265625 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -160983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161003.546875 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -161003.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161017.078125 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -161017.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161024.328125 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -161024.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161031.562500 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -161031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161038.718750 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -161038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161040.796875 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -161040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161042.250000 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -161042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161046.218750 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -161046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161049.468750 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -161049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161053.578125 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -161053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161057.265625 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -161057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161061.078125 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -161061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161064.796875 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -161064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161071.234375 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -161071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161076.687500 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -161076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161082.328125 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -161082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161090.406250 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -161090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -161101.296875 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -161101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161104.515625 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -161104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161108.156250 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -161108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161114.359375 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -161114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161117.046875 Penalty: 2331.536377
	Iteration 26Q: 3 clusters Score -161117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161120.437500 Penalty: 2331.536377
	Iteration 27Q: 3 clusters Score -161120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161122.562500 Penalty: 2331.536377
	Iteration 28Q: 3 clusters Score -161122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161125.203125 Penalty: 2331.536377
	Iteration 29Q: 3 clusters Score -161125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161128.312500 Penalty: 2331.536377
	Iteration 30Q: 3 clusters Score -161128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161132.593750 Penalty: 2331.536377
	Iteration 31Q: 3 clusters Score -161132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161138.515625 Penalty: 2331.536377
	Iteration 32Q: 3 clusters Score -161138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161144.265625 Penalty: 2331.536377
	Iteration 33Q: 3 clusters Score -161144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161145.968750 Penalty: 2331.536377
	Iteration 34Q: 3 clusters Score -161146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161146.750000 Penalty: 2331.536377
	Iteration 35Q: 3 clusters Score -161146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161148.828125 Penalty: 2331.536377
	Iteration 36Q: 3 clusters Score -161148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161152.937500 Penalty: 2331.536377
	Iteration 37Q: 3 clusters Score -161152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161156.250000 Penalty: 2331.536377
	Iteration 38Q: 3 clusters Score -161156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161159.359375 Penalty: 2331.536377
	Iteration 39Q: 3 clusters Score -161159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161167.765625 Penalty: 2331.536377
	Iteration 40F: 3 clusters Score -161167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161174.015625 Penalty: 2331.536377
	Iteration 41Q: 3 clusters Score -161174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161178.796875 Penalty: 2331.536377
	Iteration 42Q: 3 clusters Score -161178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161190.625000 Penalty: 2331.536377
	Iteration 43Q: 3 clusters Score -161190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161202.109375 Penalty: 2331.536377
	Iteration 44Q: 3 clusters Score -161202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161212.828125 Penalty: 2331.536377
	Iteration 45Q: 3 clusters Score -161212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161218.156250 Penalty: 2331.536377
	Iteration 46Q: 3 clusters Score -161218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161226.687500 Penalty: 2331.536377
	Iteration 47Q: 3 clusters Score -161226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161237.062500 Penalty: 2331.536377
	Iteration 48Q: 3 clusters Score -161237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161246.953125 Penalty: 2331.536377
	Iteration 49Q: 3 clusters Score -161247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161252.031250 Penalty: 2331.536377
	Iteration 50Q: 3 clusters Score -161252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161257.890625 Penalty: 2331.536377
	Iteration 51Q: 3 clusters Score -161257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161258.421875 Penalty: 2331.536377
	Iteration 52Q: 3 clusters Score -161258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161258.421875 Penalty: 2331.536377
	Iteration 53F: 3 clusters Score -161258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (20944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Entering Unmasked Estep 
Score: -2699112.500000 Penalty: 1616.811279
	Iteration 0F: 2 clusters Score -2699112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2684801.750000 Penalty: 3233.622559
	Iteration 0F: 3 clusters Score -2684802 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2690223.750000 Penalty: 3233.622559
	Iteration 1F: 3 clusters Score -2690224 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2690827.750000 Penalty: 3233.622559
	Iteration 2F: 3 clusters Score -2690828 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2691561.750000 Penalty: 3233.622559
	Iteration 3F: 3 clusters Score -2691562 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2692442.250000 Penalty: 3233.622559
	Iteration 4F: 3 clusters Score -2692442 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2693320.000000 Penalty: 3233.622559
	Iteration 5F: 3 clusters Score -2693320 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2694209.250000 Penalty: 3233.622559
	Iteration 6F: 3 clusters Score -2694209 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2694990.250000 Penalty: 3233.622559
	Iteration 7F: 3 clusters Score -2694990 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2695638.000000 Penalty: 3233.622559
	Iteration 8Q: 3 clusters Score -2695638 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2696189.250000 Penalty: 3233.622559
	Iteration 9Q: 3 clusters Score -2696189 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2696612.000000 Penalty: 3233.622559
	Iteration 10Q: 3 clusters Score -2696612 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2696977.750000 Penalty: 3233.622559
	Iteration 11Q: 3 clusters Score -2696978 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2697283.500000 Penalty: 3233.622559
	Iteration 12Q: 3 clusters Score -2697284 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2697518.000000 Penalty: 3233.622559
	Iteration 13Q: 3 clusters Score -2697518 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2697723.500000 Penalty: 3233.622559
	Iteration 14Q: 3 clusters Score -2697724 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2697874.750000 Penalty: 3233.622559
	Iteration 15Q: 3 clusters Score -2697875 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2698004.000000 Penalty: 3233.622559
	Iteration 16Q: 3 clusters Score -2698004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2698111.250000 Penalty: 3233.622559
	Iteration 17Q: 3 clusters Score -2698111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2698160.500000 Penalty: 3233.622559
	Iteration 18Q: 3 clusters Score -2698160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2698203.750000 Penalty: 3233.622559
	Iteration 19Q: 3 clusters Score -2698204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2698247.250000 Penalty: 3233.622559
	Iteration 20F: 3 clusters Score -2698247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2698263.250000 Penalty: 3233.622559
	Iteration 21Q: 3 clusters Score -2698263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2698286.250000 Penalty: 3233.622559
	Iteration 22Q: 3 clusters Score -2698286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2698296.250000 Penalty: 3233.622559
	Iteration 23Q: 3 clusters Score -2698296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2698302.000000 Penalty: 3233.622559
	Iteration 24Q: 3 clusters Score -2698302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2698310.000000 Penalty: 3233.622559
	Iteration 25Q: 3 clusters Score -2698310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2698315.500000 Penalty: 3233.622559
	Iteration 26Q: 3 clusters Score -2698316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2698320.500000 Penalty: 3233.622559
	Iteration 27Q: 3 clusters Score -2698320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2698317.000000 Penalty: 3233.622559
	Iteration 28Q: 3 clusters Score -2698317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2698318.500000 Penalty: 3233.622559
	Iteration 29Q: 3 clusters Score -2698318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2698326.750000 Penalty: 3233.622559
	Iteration 30Q: 3 clusters Score -2698327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2698335.250000 Penalty: 3233.622559
	Iteration 31Q: 3 clusters Score -2698335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2698334.750000 Penalty: 3233.622559
	Iteration 32Q: 3 clusters Score -2698335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2698336.750000 Penalty: 3233.622559
	Iteration 33Q: 3 clusters Score -2698337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2698347.000000 Penalty: 3233.622559
	Iteration 34Q: 3 clusters Score -2698347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2698354.500000 Penalty: 3233.622559
	Iteration 35Q: 3 clusters Score -2698354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2698355.750000 Penalty: 3233.622559
	Iteration 36Q: 3 clusters Score -2698356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2698354.750000 Penalty: 3233.622559
	Iteration 37Q: 3 clusters Score -2698355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2698358.500000 Penalty: 3233.622559
	Iteration 38Q: 3 clusters Score -2698358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2698359.500000 Penalty: 3233.622559
	Iteration 39Q: 3 clusters Score -2698360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2698360.750000 Penalty: 3233.622559
	Iteration 40F: 3 clusters Score -2698361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2698362.750000 Penalty: 3233.622559
	Iteration 41Q: 3 clusters Score -2698363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2698361.750000 Penalty: 3233.622559
	Iteration 42Q: 3 clusters Score -2698362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2698361.750000 Penalty: 3233.622559
	Iteration 43F: 3 clusters Score -2698362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (10765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Entering Unmasked Estep 
Score: -1415448.250000 Penalty: 1508.659058
	Iteration 0F: 2 clusters Score -1415448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1407796.000000 Penalty: 3017.318115
	Iteration 0F: 3 clusters Score -1407796 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1410565.625000 Penalty: 3017.318115
	Iteration 1F: 3 clusters Score -1410566 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1411136.375000 Penalty: 3017.318115
	Iteration 2F: 3 clusters Score -1411136 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1411827.375000 Penalty: 3017.318115
	Iteration 3F: 3 clusters Score -1411827 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1412687.000000 Penalty: 3017.318115
	Iteration 4F: 3 clusters Score -1412687 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1413711.875000 Penalty: 3017.318115
	Iteration 5F: 3 clusters Score -1413712 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1414612.875000 Penalty: 3017.318115
	Iteration 6F: 3 clusters Score -1414613 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1415103.875000 Penalty: 3017.318115
	Iteration 7Q: 3 clusters Score -1415104 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1415376.750000 Penalty: 3017.318115
	Iteration 8Q: 3 clusters Score -1415377 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1415491.250000 Penalty: 3017.318115
	Iteration 9Q: 3 clusters Score -1415491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1415549.750000 Penalty: 3017.318115
	Iteration 10Q: 3 clusters Score -1415550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1415576.750000 Penalty: 3017.318115
	Iteration 11Q: 3 clusters Score -1415577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1415592.625000 Penalty: 3017.318115
	Iteration 12Q: 3 clusters Score -1415593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1415591.250000 Penalty: 3017.318115
	Iteration 13Q: 3 clusters Score -1415591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1415593.375000 Penalty: 3017.318115
	Iteration 14Q: 3 clusters Score -1415593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1415598.750000 Penalty: 3017.318115
	Iteration 15Q: 3 clusters Score -1415599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1415600.750000 Penalty: 3017.318115
	Iteration 16Q: 3 clusters Score -1415601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1415601.875000 Penalty: 3017.318115
	Iteration 17Q: 3 clusters Score -1415602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1415601.125000 Penalty: 3017.318115
	Iteration 18Q: 3 clusters Score -1415601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1415601.125000 Penalty: 3017.318115
	Iteration 19F: 3 clusters Score -1415601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20679 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69850 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2117 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 6832 members 
Mstep: Class 70 contains 1496 members 
Mstep: Class 71 contains 3933 members 
Entering Unmasked Estep 
Score: -68992752.000000 Penalty: 152087.562500
Splitting cluster 69 changes total score from -68993224.000000 to -68992752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -197804.468750 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -197804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196046.218750 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -196046.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196368.843750 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -196368.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196457.687500 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -196457.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196499.281250 Penalty: 2375.928711
	Iteration 3Q: 3 clusters Score -196499.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -196520.515625 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -196520.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196533.562500 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -196533.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -196544.437500 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -196544.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196554.046875 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -196554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -196563.109375 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -196563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -196570.609375 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -196570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -196576.781250 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -196576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196579.531250 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -196579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196583.671875 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -196583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -196585.906250 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -196585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196592.421875 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -196592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196597.093750 Penalty: 2375.928711
	Iteration 15Q: 3 clusters Score -196597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196599.265625 Penalty: 2375.928711
	Iteration 16Q: 3 clusters Score -196599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196603.968750 Penalty: 2375.928711
	Iteration 17Q: 3 clusters Score -196604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196604.703125 Penalty: 2375.928711
	Iteration 18Q: 3 clusters Score -196604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196606.046875 Penalty: 2375.928711
	Iteration 19Q: 3 clusters Score -196606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196608.468750 Penalty: 2375.928711
	Iteration 20F: 3 clusters Score -196608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -196610.609375 Penalty: 2375.928711
	Iteration 21Q: 3 clusters Score -196610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196613.796875 Penalty: 2375.928711
	Iteration 22Q: 3 clusters Score -196613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196616.437500 Penalty: 2375.928711
	Iteration 23Q: 3 clusters Score -196616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196619.281250 Penalty: 2375.928711
	Iteration 24Q: 3 clusters Score -196619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196621.593750 Penalty: 2375.928711
	Iteration 25Q: 3 clusters Score -196621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196622.359375 Penalty: 2375.928711
	Iteration 26Q: 3 clusters Score -196622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196622.359375 Penalty: 2375.928711
	Iteration 27F: 3 clusters Score -196622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73317 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74036 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1032 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20679 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69850 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10765 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993392.000000 Penalty: 149945.484375
Iteration 319Q: 71 clusters Score -6.899339e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73316 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34951 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1048 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20679 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69851 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2096 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10770 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993528.000000 Penalty: 149945.484375
Iteration 320F: 71 clusters Score -6.899353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73312 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74038 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1045 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2053 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69855 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2103 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10774 members 
Mstep: Class 70 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993512.000000 Penalty: 149945.484375
Iteration 321Q: 71 clusters Score -6.899351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73309 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34947 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74038 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1044 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2051 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69858 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3251 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2108 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4558 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10778 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993536.000000 Penalty: 149945.484375
Iteration 322Q: 71 clusters Score -6.899354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73304 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34947 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74037 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1049 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2048 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69863 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2107 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993536.000000 Penalty: 149945.484375
Iteration 323Q: 71 clusters Score -6.899354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73300 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34948 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74035 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1051 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69868 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2106 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993504.000000 Penalty: 149945.484375
Iteration 324Q: 71 clusters Score -6.89935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73294 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69874 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2104 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20944 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993496.000000 Penalty: 149945.484375
Iteration 325Q: 71 clusters Score -6.89935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73291 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 34950 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69878 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993528.000000 Penalty: 149945.484375
Iteration 326Q: 71 clusters Score -6.899353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5331 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34951 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1538 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993544.000000 Penalty: 149945.484375
Iteration 327Q: 71 clusters Score -6.899354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73288 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69880 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993528.000000 Penalty: 149945.484375
Iteration 328Q: 71 clusters Score -6.899353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993528.000000 Penalty: 149945.484375
Iteration 329Q: 71 clusters Score -6.899353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993528.000000 Penalty: 149945.484375
Iteration 330F: 71 clusters Score -6.899353e+07 nChanged 0
Entering ConstructFrom: 
Score: -68993528.000000 Penalty: 149945.484375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -58548.855469 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -58548.86 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 277 members 
Entering Unmasked Estep 
Score: -57612.167969 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -57612.17 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58097.824219 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -58097.82 nChanged 58
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: -58266.070312 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -58266.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58387.742188 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -58387.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58462.113281 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -58462.11 nChanged 15
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: -58493.632812 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -58493.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58507.976562 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -58507.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58512.394531 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -58512.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58512.394531 Penalty: 2065.170410
	Iteration 8F: 3 clusters Score -58512.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -144760.281250 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -144760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143244.406250 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -143244.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143560.437500 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -143560.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143658.953125 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -143659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143720.656250 Penalty: 2288.458740
	Iteration 3Q: 3 clusters Score -143720.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143739.093750 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -143739.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143749.234375 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -143749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143767.609375 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -143767.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -143799.734375 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -143799.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143833.656250 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -143833.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -143885.281250 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -143885.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144010.671875 Penalty: 2288.458740
	Iteration 10F: 3 clusters Score -144010.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -144160.625000 Penalty: 2288.458740
	Iteration 11F: 3 clusters Score -144160.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -144343.609375 Penalty: 2288.458740
	Iteration 12F: 3 clusters Score -144343.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -144490.828125 Penalty: 2288.458740
	Iteration 13F: 3 clusters Score -144490.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -144545.593750 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -144545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -144572.562500 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -144572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -144583.562500 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -144583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -144596.890625 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -144596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -144614.531250 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -144614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -144622.500000 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -144622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -144631.343750 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -144631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -144632.359375 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -144632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -144632.359375 Penalty: 2288.458740
	Iteration 22F: 3 clusters Score -144632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -148855.125000 Penalty: 1146.908447
	Iteration 0F: 2 clusters Score -148855.1 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 561 members 
Entering Unmasked Estep 
Score: -147287.187500 Penalty: 2293.816895
	Iteration 0F: 3 clusters Score -147287.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147520.250000 Penalty: 2293.816895
	Iteration 1F: 3 clusters Score -147520.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147591.093750 Penalty: 2293.816895
	Iteration 2F: 3 clusters Score -147591.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -147646.296875 Penalty: 2293.816895
	Iteration 3Q: 3 clusters Score -147646.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -147687.734375 Penalty: 2293.816895
	Iteration 4Q: 3 clusters Score -147687.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -147735.156250 Penalty: 2293.816895
	Iteration 5Q: 3 clusters Score -147735.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -147800.453125 Penalty: 2293.816895
	Iteration 6Q: 3 clusters Score -147800.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147866.125000 Penalty: 2293.816895
	Iteration 7Q: 3 clusters Score -147866.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -147907.125000 Penalty: 2293.816895
	Iteration 8Q: 3 clusters Score -147907.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -147951.406250 Penalty: 2293.816895
	Iteration 9Q: 3 clusters Score -147951.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -147992.125000 Penalty: 2293.816895
	Iteration 10Q: 3 clusters Score -147992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -148012.125000 Penalty: 2293.816895
	Iteration 11Q: 3 clusters Score -148012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -148025.890625 Penalty: 2293.816895
	Iteration 12Q: 3 clusters Score -148025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148035.125000 Penalty: 2293.816895
	Iteration 13Q: 3 clusters Score -148035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -148041.734375 Penalty: 2293.816895
	Iteration 14Q: 3 clusters Score -148041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -148047.843750 Penalty: 2293.816895
	Iteration 15Q: 3 clusters Score -148047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -148055.687500 Penalty: 2293.816895
	Iteration 16Q: 3 clusters Score -148055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148062.578125 Penalty: 2293.816895
	Iteration 17Q: 3 clusters Score -148062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -148068.796875 Penalty: 2293.816895
	Iteration 18Q: 3 clusters Score -148068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -148070.015625 Penalty: 2293.816895
	Iteration 19Q: 3 clusters Score -148070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -148070.437500 Penalty: 2293.816895
	Iteration 20F: 3 clusters Score -148070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -565733.250000 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -565733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -562099.937500 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -562099.9 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -563169.312500 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -563169.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -563433.875000 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -563433.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -563646.812500 Penalty: 2727.427002
	Iteration 3F: 3 clusters Score -563646.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -563851.375000 Penalty: 2727.427002
	Iteration 4F: 3 clusters Score -563851.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -564006.437500 Penalty: 2727.427002
	Iteration 5Q: 3 clusters Score -564006.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -564148.687500 Penalty: 2727.427002
	Iteration 6Q: 3 clusters Score -564148.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -564294.750000 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -564294.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -564430.625000 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -564430.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -564527.312500 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -564527.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -564603.375000 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -564603.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -564675.062500 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -564675.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -564720.750000 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -564720.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -564763.750000 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -564763.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -564806.812500 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -564806.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -564839.375000 Penalty: 2727.427002
	Iteration 15Q: 3 clusters Score -564839.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -564866.062500 Penalty: 2727.427002
	Iteration 16Q: 3 clusters Score -564866.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -564885.625000 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -564885.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -564899.562500 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -564899.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -564909.062500 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -564909.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -564911.375000 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -564911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -564916.062500 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -564916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -564918.562500 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -564918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -564919.187500 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -564919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -564919.125000 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -564919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -564919.187500 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -564919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -564919.812500 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -564919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -564919.125000 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -564919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -564919.625000 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -564919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -564922.875000 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -564922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -564924.062500 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -564924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -564926.250000 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -564926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -564926.812500 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -564926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -564929.625000 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -564929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -564930.750000 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -564930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -564931.750000 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -564931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -564932.250000 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -564932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -564933.437500 Penalty: 2727.427002
	Iteration 37Q: 3 clusters Score -564933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -564935.875000 Penalty: 2727.427002
	Iteration 38Q: 3 clusters Score -564935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -564937.312500 Penalty: 2727.427002
	Iteration 39Q: 3 clusters Score -564937.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -564937.750000 Penalty: 2727.427002
	Iteration 40F: 3 clusters Score -564937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -564940.000000 Penalty: 2727.427002
	Iteration 41Q: 3 clusters Score -564940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -564943.437500 Penalty: 2727.427002
	Iteration 42Q: 3 clusters Score -564943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -564948.187500 Penalty: 2727.427002
	Iteration 43Q: 3 clusters Score -564948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -564949.437500 Penalty: 2727.427002
	Iteration 44Q: 3 clusters Score -564949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -564950.625000 Penalty: 2727.427002
	Iteration 45Q: 3 clusters Score -564950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -564950.937500 Penalty: 2727.427002
	Iteration 46Q: 3 clusters Score -564950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -564952.500000 Penalty: 2727.427002
	Iteration 47Q: 3 clusters Score -564952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -564952.750000 Penalty: 2727.427002
	Iteration 48Q: 3 clusters Score -564952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -564957.000000 Penalty: 2727.427002
	Iteration 49Q: 3 clusters Score -564957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -564960.687500 Penalty: 2727.427002
	Iteration 50Q: 3 clusters Score -564960.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -564963.312500 Penalty: 2727.427002
	Iteration 51Q: 3 clusters Score -564963.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -564966.125000 Penalty: 2727.427002
	Iteration 52Q: 3 clusters Score -564966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -564968.250000 Penalty: 2727.427002
	Iteration 53Q: 3 clusters Score -564968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -564968.875000 Penalty: 2727.427002
	Iteration 54Q: 3 clusters Score -564968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -564967.875000 Penalty: 2727.427002
	Iteration 55Q: 3 clusters Score -564967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -564968.500000 Penalty: 2727.427002
	Iteration 56Q: 3 clusters Score -564968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -564969.062500 Penalty: 2727.427002
	Iteration 57Q: 3 clusters Score -564969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -564969.250000 Penalty: 2727.427002
	Iteration 58Q: 3 clusters Score -564969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -564969.250000 Penalty: 2727.427002
	Iteration 59F: 3 clusters Score -564969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -153247.015625 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -153247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151714.609375 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151714.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -151969.703125 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151969.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152047.265625 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -152047.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152097.343750 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -152097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152121.484375 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -152121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152139.234375 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -152139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152150.312500 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -152150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152163.687500 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -152163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152181.843750 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -152181.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152189.000000 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -152189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152192.953125 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -152193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152193.906250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -152193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152197.187500 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -152197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152197.187500 Penalty: 2294.096436
	Iteration 13F: 3 clusters Score -152197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -35192.738281 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -35192.74 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 163 members 
Entering Unmasked Estep 
Score: -34333.582031 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -34333.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34463.820312 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -34463.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34514.199219 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -34514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34539.699219 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -34539.7 nChanged 8
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: -34555.617188 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -34555.62 nChanged 6
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: -34574.726562 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -34574.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34596.160156 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -34596.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34596.511719 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -34596.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34596.511719 Penalty: 1895.361816
	Iteration 8F: 3 clusters Score -34596.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Entering Unmasked Estep 
Score: -6435768.500000 Penalty: 1753.086792
	Iteration 0F: 2 clusters Score -6435768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -6403429.000000 Penalty: 3506.173584
	Iteration 0F: 3 clusters Score -6403429 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -6416276.000000 Penalty: 3506.173584
	Iteration 1F: 3 clusters Score -6416276 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6417075.500000 Penalty: 3506.173584
	Iteration 2Q: 3 clusters Score -6417076 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6418211.500000 Penalty: 3506.173584
	Iteration 3F: 3 clusters Score -6418212 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -6419837.000000 Penalty: 3506.173584
	Iteration 4F: 3 clusters Score -6419837 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -6422048.000000 Penalty: 3506.173584
	Iteration 5F: 3 clusters Score -6422048 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -6424806.500000 Penalty: 3506.173584
	Iteration 6F: 3 clusters Score -6424806 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6427693.000000 Penalty: 3506.173584
	Iteration 7F: 3 clusters Score -6427693 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6430068.000000 Penalty: 3506.173584
	Iteration 8F: 3 clusters Score -6430068 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -6432074.500000 Penalty: 3506.173584
	Iteration 9Q: 3 clusters Score -6432074 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -6433180.000000 Penalty: 3506.173584
	Iteration 10Q: 3 clusters Score -6433180 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -6433775.500000 Penalty: 3506.173584
	Iteration 11Q: 3 clusters Score -6433776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -6434003.500000 Penalty: 3506.173584
	Iteration 12Q: 3 clusters Score -6434004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6434085.500000 Penalty: 3506.173584
	Iteration 13Q: 3 clusters Score -6434086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -6434119.500000 Penalty: 3506.173584
	Iteration 14Q: 3 clusters Score -6434120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6434154.500000 Penalty: 3506.173584
	Iteration 15Q: 3 clusters Score -6434154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6434180.500000 Penalty: 3506.173584
	Iteration 16Q: 3 clusters Score -6434180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -6434192.000000 Penalty: 3506.173584
	Iteration 17Q: 3 clusters Score -6434192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -6434200.500000 Penalty: 3506.173584
	Iteration 18Q: 3 clusters Score -6434200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -6434203.500000 Penalty: 3506.173584
	Iteration 19Q: 3 clusters Score -6434204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6434211.000000 Penalty: 3506.173584
	Iteration 20F: 3 clusters Score -6434211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -6434227.500000 Penalty: 3506.173584
	Iteration 21Q: 3 clusters Score -6434228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -6434225.000000 Penalty: 3506.173584
	Iteration 22Q: 3 clusters Score -6434225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -6434240.500000 Penalty: 3506.173584
	Iteration 23Q: 3 clusters Score -6434240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -6434236.500000 Penalty: 3506.173584
	Iteration 24Q: 3 clusters Score -6434236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -6434242.000000 Penalty: 3506.173584
	Iteration 25Q: 3 clusters Score -6434242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -6434257.500000 Penalty: 3506.173584
	Iteration 26Q: 3 clusters Score -6434258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6434260.500000 Penalty: 3506.173584
	Iteration 27Q: 3 clusters Score -6434260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6434263.500000 Penalty: 3506.173584
	Iteration 28Q: 3 clusters Score -6434264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6434265.000000 Penalty: 3506.173584
	Iteration 29Q: 3 clusters Score -6434265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -6434273.000000 Penalty: 3506.173584
	Iteration 30Q: 3 clusters Score -6434273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6434275.000000 Penalty: 3506.173584
	Iteration 31Q: 3 clusters Score -6434275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6434275.000000 Penalty: 3506.173584
	Iteration 32F: 3 clusters Score -6434275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -358389.062500 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -358389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -355821.562500 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -355821.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -356445.718750 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -356445.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356618.187500 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -356618.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -356733.062500 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -356733.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -356834.843750 Penalty: 2571.537598
	Iteration 4Q: 3 clusters Score -356834.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -356923.593750 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -356923.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -356990.812500 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -356990.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -357046.093750 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -357046.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -357083.031250 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -357083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -357112.687500 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -357112.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -357130.968750 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -357131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -357150.437500 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -357150.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -357175.281250 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -357175.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -357198.718750 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -357198.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -357230.343750 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -357230.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -357257.531250 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -357257.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -357283.468750 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -357283.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -357303.593750 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -357303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -357320.343750 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -357320.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -357337.718750 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -357337.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -357344.906250 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -357344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -357347.437500 Penalty: 2571.537598
	Iteration 21Q: 3 clusters Score -357347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -357348.750000 Penalty: 2571.537598
	Iteration 22Q: 3 clusters Score -357348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -357349.843750 Penalty: 2571.537598
	Iteration 23Q: 3 clusters Score -357349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -357352.343750 Penalty: 2571.537598
	Iteration 24Q: 3 clusters Score -357352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -357354.312500 Penalty: 2571.537598
	Iteration 25Q: 3 clusters Score -357354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -357356.625000 Penalty: 2571.537598
	Iteration 26Q: 3 clusters Score -357356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -357357.718750 Penalty: 2571.537598
	Iteration 27Q: 3 clusters Score -357357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -357357.718750 Penalty: 2571.537598
	Iteration 28F: 3 clusters Score -357357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -243031.859375 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -243031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -241020.015625 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -241020 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -241399.187500 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -241399.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241485.640625 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -241485.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -241541.421875 Penalty: 2442.664062
	Iteration 3Q: 3 clusters Score -241541.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -241573.937500 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -241573.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -241604.218750 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -241604.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241628.343750 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -241628.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -241642.968750 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -241643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -241652.968750 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -241653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -241658.218750 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -241658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -241661.437500 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -241661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241662.953125 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -241663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241664.687500 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -241664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -241665.468750 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -241665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -241665.562500 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -241665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241667.296875 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -241667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241667.843750 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -241667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -241668.375000 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -241668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241669.390625 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -241669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -241670.937500 Penalty: 2442.664062
	Iteration 19Q: 3 clusters Score -241670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -241672.546875 Penalty: 2442.664062
	Iteration 20F: 3 clusters Score -241672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -241674.078125 Penalty: 2442.664062
	Iteration 21Q: 3 clusters Score -241674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -241674.796875 Penalty: 2442.664062
	Iteration 22Q: 3 clusters Score -241674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241678.265625 Penalty: 2442.664062
	Iteration 23Q: 3 clusters Score -241678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -241684.421875 Penalty: 2442.664062
	Iteration 24Q: 3 clusters Score -241684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -241687.500000 Penalty: 2442.664062
	Iteration 25Q: 3 clusters Score -241687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -241690.343750 Penalty: 2442.664062
	Iteration 26Q: 3 clusters Score -241690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241690.343750 Penalty: 2442.664062
	Iteration 27Q: 3 clusters Score -241690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241690.343750 Penalty: 2442.664062
	Iteration 28F: 3 clusters Score -241690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -248091.218750 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -248091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -246028.937500 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -246028.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -246503.859375 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -246503.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -246645.234375 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -246645.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246720.390625 Penalty: 2460.729004
	Iteration 3F: 3 clusters Score -246720.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246772.671875 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -246772.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -246811.578125 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -246811.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -246835.781250 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -246835.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -246859.515625 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -246859.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -246885.062500 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -246885.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246902.859375 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -246902.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -246923.687500 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -246923.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -246941.406250 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -246941.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -246960.781250 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -246960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -246970.515625 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -246970.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -246978.484375 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -246978.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -246992.406250 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -246992.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -247006.968750 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -247007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247020.421875 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -247020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247030.406250 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -247030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -247039.796875 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -247039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -247051.562500 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -247051.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -247063.031250 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -247063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247077.921875 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -247077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247083.906250 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -247083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -247087.281250 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -247087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -247090.781250 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -247090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -247096.093750 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -247096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247099.640625 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -247099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247100.968750 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -247101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247102.750000 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -247102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247103.562500 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -247103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247104.218750 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -247104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -247105.671875 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -247105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -247105.875000 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -247105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -247105.875000 Penalty: 2460.729004
	Iteration 34F: 3 clusters Score -247105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -731959.625000 Penalty: 1407.375854
	Iteration 0F: 2 clusters Score -731959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -727539.562500 Penalty: 2814.751709
	Iteration 0F: 3 clusters Score -727539.6 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -728776.687500 Penalty: 2814.751709
	Iteration 1F: 3 clusters Score -728776.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -729058.625000 Penalty: 2814.751709
	Iteration 2F: 3 clusters Score -729058.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -729307.812500 Penalty: 2814.751709
	Iteration 3F: 3 clusters Score -729307.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -729601.687500 Penalty: 2814.751709
	Iteration 4F: 3 clusters Score -729601.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -729883.687500 Penalty: 2814.751709
	Iteration 5F: 3 clusters Score -729883.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -730143.250000 Penalty: 2814.751709
	Iteration 6F: 3 clusters Score -730143.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -730385.125000 Penalty: 2814.751709
	Iteration 7F: 3 clusters Score -730385.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -730592.437500 Penalty: 2814.751709
	Iteration 8Q: 3 clusters Score -730592.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -730746.437500 Penalty: 2814.751709
	Iteration 9Q: 3 clusters Score -730746.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -730856.375000 Penalty: 2814.751709
	Iteration 10Q: 3 clusters Score -730856.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -730927.250000 Penalty: 2814.751709
	Iteration 11Q: 3 clusters Score -730927.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -730970.750000 Penalty: 2814.751709
	Iteration 12Q: 3 clusters Score -730970.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -731002.875000 Penalty: 2814.751709
	Iteration 13Q: 3 clusters Score -731002.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -731032.687500 Penalty: 2814.751709
	Iteration 14Q: 3 clusters Score -731032.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -731053.750000 Penalty: 2814.751709
	Iteration 15Q: 3 clusters Score -731053.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -731064.250000 Penalty: 2814.751709
	Iteration 16Q: 3 clusters Score -731064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -731072.750000 Penalty: 2814.751709
	Iteration 17Q: 3 clusters Score -731072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -731080.062500 Penalty: 2814.751709
	Iteration 18Q: 3 clusters Score -731080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -731083.562500 Penalty: 2814.751709
	Iteration 19Q: 3 clusters Score -731083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -731085.875000 Penalty: 2814.751709
	Iteration 20F: 3 clusters Score -731085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -731086.000000 Penalty: 2814.751709
	Iteration 21Q: 3 clusters Score -731086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -731086.312500 Penalty: 2814.751709
	Iteration 22Q: 3 clusters Score -731086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -731088.062500 Penalty: 2814.751709
	Iteration 23Q: 3 clusters Score -731088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -731087.187500 Penalty: 2814.751709
	Iteration 24Q: 3 clusters Score -731087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -731087.500000 Penalty: 2814.751709
	Iteration 25Q: 3 clusters Score -731087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -731090.312500 Penalty: 2814.751709
	Iteration 26Q: 3 clusters Score -731090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -731089.750000 Penalty: 2814.751709
	Iteration 27Q: 3 clusters Score -731089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -731090.500000 Penalty: 2814.751709
	Iteration 28Q: 3 clusters Score -731090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -731093.437500 Penalty: 2814.751709
	Iteration 29Q: 3 clusters Score -731093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -731092.812500 Penalty: 2814.751709
	Iteration 30Q: 3 clusters Score -731092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -731093.062500 Penalty: 2814.751709
	Iteration 31Q: 3 clusters Score -731093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -731093.062500 Penalty: 2814.751709
	Iteration 32F: 3 clusters Score -731093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -605838.687500 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -605838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -602674.875000 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -602674.9 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -603508.750000 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -603508.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -603653.875000 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -603653.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603776.062500 Penalty: 2675.370117
	Iteration 3F: 3 clusters Score -603776.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -603895.312500 Penalty: 2675.370117
	Iteration 4F: 3 clusters Score -603895.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -604033.500000 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -604033.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -604189.000000 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -604189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -604396.312500 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -604396.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -604626.875000 Penalty: 2675.370117
	Iteration 8F: 3 clusters Score -604626.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -604862.875000 Penalty: 2675.370117
	Iteration 9F: 3 clusters Score -604862.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -605015.937500 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -605015.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -605106.312500 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -605106.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -605165.000000 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -605165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605233.625000 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -605233.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605294.375000 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -605294.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -605336.750000 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -605336.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -605383.250000 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -605383.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -605419.500000 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -605419.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -605444.562500 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -605444.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -605469.875000 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -605469.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -605487.750000 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -605487.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -605499.000000 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -605499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -605505.250000 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -605505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -605511.500000 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -605511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -605518.687500 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -605518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -605523.937500 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -605523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -605527.187500 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -605527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -605529.375000 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -605529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -605530.812500 Penalty: 2675.370117
	Iteration 28Q: 3 clusters Score -605530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -605533.125000 Penalty: 2675.370117
	Iteration 29Q: 3 clusters Score -605533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -605533.562500 Penalty: 2675.370117
	Iteration 30Q: 3 clusters Score -605533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -605536.000000 Penalty: 2675.370117
	Iteration 31Q: 3 clusters Score -605536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -605535.687500 Penalty: 2675.370117
	Iteration 32Q: 3 clusters Score -605535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -605536.687500 Penalty: 2675.370117
	Iteration 33Q: 3 clusters Score -605536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -605536.500000 Penalty: 2675.370117
	Iteration 34Q: 3 clusters Score -605536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -605536.500000 Penalty: 2675.370117
	Iteration 35F: 3 clusters Score -605536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Entering Unmasked Estep 
Score: -10008956.000000 Penalty: 1820.351929
	Iteration 0F: 2 clusters Score -1.000896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -9963490.000000 Penalty: 3640.703857
	Iteration 0F: 3 clusters Score -9963490 nChanged 34807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -9983550.000000 Penalty: 3640.703857
	Iteration 1F: 3 clusters Score -9983550 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -9984366.000000 Penalty: 3640.703857
	Iteration 2Q: 3 clusters Score -9984366 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -9985652.000000 Penalty: 3640.703857
	Iteration 3Q: 3 clusters Score -9985652 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -9987685.000000 Penalty: 3640.703857
	Iteration 4F: 3 clusters Score -9987685 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -9991232.000000 Penalty: 3640.703857
	Iteration 5F: 3 clusters Score -9991232 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -9995764.000000 Penalty: 3640.703857
	Iteration 6F: 3 clusters Score -9995764 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -10000304.000000 Penalty: 3640.703857
	Iteration 7F: 3 clusters Score -1.00003e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10003710.000000 Penalty: 3640.703857
	Iteration 8F: 3 clusters Score -1.000371e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10005591.000000 Penalty: 3640.703857
	Iteration 9Q: 3 clusters Score -1.000559e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10006451.000000 Penalty: 3640.703857
	Iteration 10Q: 3 clusters Score -1.000645e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10006856.000000 Penalty: 3640.703857
	Iteration 11Q: 3 clusters Score -1.000686e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10007072.000000 Penalty: 3640.703857
	Iteration 12Q: 3 clusters Score -1.000707e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10007176.000000 Penalty: 3640.703857
	Iteration 13Q: 3 clusters Score -1.000718e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10007267.000000 Penalty: 3640.703857
	Iteration 14Q: 3 clusters Score -1.000727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10007310.000000 Penalty: 3640.703857
	Iteration 15Q: 3 clusters Score -1.000731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10007343.000000 Penalty: 3640.703857
	Iteration 16Q: 3 clusters Score -1.000734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10007370.000000 Penalty: 3640.703857
	Iteration 17Q: 3 clusters Score -1.000737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10007386.000000 Penalty: 3640.703857
	Iteration 18Q: 3 clusters Score -1.000739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10007392.000000 Penalty: 3640.703857
	Iteration 19Q: 3 clusters Score -1.000739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10007393.000000 Penalty: 3640.703857
	Iteration 20F: 3 clusters Score -1.000739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10007398.000000 Penalty: 3640.703857
	Iteration 21Q: 3 clusters Score -1.00074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10007396.000000 Penalty: 3640.703857
	Iteration 22Q: 3 clusters Score -1.00074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10007392.000000 Penalty: 3640.703857
	Iteration 23Q: 3 clusters Score -1.000739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10007393.000000 Penalty: 3640.703857
	Iteration 24Q: 3 clusters Score -1.000739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10007398.000000 Penalty: 3640.703857
	Iteration 25Q: 3 clusters Score -1.00074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10007419.000000 Penalty: 3640.703857
	Iteration 26Q: 3 clusters Score -1.000742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10007417.000000 Penalty: 3640.703857
	Iteration 27Q: 3 clusters Score -1.000742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10007426.000000 Penalty: 3640.703857
	Iteration 28Q: 3 clusters Score -1.000743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10007431.000000 Penalty: 3640.703857
	Iteration 29Q: 3 clusters Score -1.000743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10007433.000000 Penalty: 3640.703857
	Iteration 30Q: 3 clusters Score -1.000743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10007430.000000 Penalty: 3640.703857
	Iteration 31Q: 3 clusters Score -1.000743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10007430.000000 Penalty: 3640.703857
	Iteration 32F: 3 clusters Score -1.000743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -98699.554688 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -98699.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97398.148438 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -97398.15 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97616.445312 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -97616.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97675.531250 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -97675.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97717.781250 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -97717.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97742.445312 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -97742.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97757.343750 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -97757.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97772.945312 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -97772.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97787.671875 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -97787.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97792.046875 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -97792.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97796.148438 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -97796.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97800.992188 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -97800.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97802.375000 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -97802.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97802.976562 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -97802.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97807.328125 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -97807.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97813.382812 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -97813.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97817.507812 Penalty: 2160.076904
	Iteration 15Q: 3 clusters Score -97817.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97821.515625 Penalty: 2160.076904
	Iteration 16Q: 3 clusters Score -97821.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97826.046875 Penalty: 2160.076904
	Iteration 17Q: 3 clusters Score -97826.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97828.132812 Penalty: 2160.076904
	Iteration 18Q: 3 clusters Score -97828.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97830.921875 Penalty: 2160.076904
	Iteration 19Q: 3 clusters Score -97830.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97833.328125 Penalty: 2160.076904
	Iteration 20F: 3 clusters Score -97833.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97834.898438 Penalty: 2160.076904
	Iteration 21Q: 3 clusters Score -97834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97837.750000 Penalty: 2160.076904
	Iteration 22Q: 3 clusters Score -97837.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97840.445312 Penalty: 2160.076904
	Iteration 23Q: 3 clusters Score -97840.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97840.445312 Penalty: 2160.076904
	Iteration 24F: 3 clusters Score -97840.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -453996.781250 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -453996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -451019.968750 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -451020 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -451806.687500 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -451806.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -452013.687500 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -452013.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -452178.750000 Penalty: 2650.119141
	Iteration 3F: 3 clusters Score -452178.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -452340.843750 Penalty: 2650.119141
	Iteration 4F: 3 clusters Score -452340.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -452548.968750 Penalty: 2650.119141
	Iteration 5F: 3 clusters Score -452549 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -452750.781250 Penalty: 2650.119141
	Iteration 6F: 3 clusters Score -452750.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -452943.750000 Penalty: 2650.119141
	Iteration 7F: 3 clusters Score -452943.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -453133.625000 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -453133.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453286.750000 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -453286.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -453386.343750 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -453386.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -453474.812500 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -453474.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -453538.281250 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -453538.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -453589.937500 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -453589.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -453619.781250 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -453619.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -453638.312500 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -453638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -453652.281250 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -453652.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -453659.468750 Penalty: 2650.119141
	Iteration 17Q: 3 clusters Score -453659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -453663.875000 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -453663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -453666.500000 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -453666.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453668.875000 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -453668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -453670.593750 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -453670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -453671.125000 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -453671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -453671.125000 Penalty: 2650.119141
	Iteration 23F: 3 clusters Score -453671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -124232.125000 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -124232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122801.343750 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -122801.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123059.390625 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -123059.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123140.281250 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -123140.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123201.820312 Penalty: 2234.785889
	Iteration 3F: 3 clusters Score -123201.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123249.171875 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -123249.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123281.398438 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -123281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123296.234375 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -123296.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123311.140625 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -123311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123325.328125 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -123325.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123345.539062 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -123345.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123359.835938 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -123359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123372.375000 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -123372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123385.601562 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -123385.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123405.187500 Penalty: 2234.785889
	Iteration 13Q: 3 clusters Score -123405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123412.132812 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -123412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123414.273438 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -123414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123414.531250 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -123414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123414.531250 Penalty: 2234.785889
	Iteration 17F: 3 clusters Score -123414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -83566.257812 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -83566.26 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 334 members 
Entering Unmasked Estep 
Score: -82369.812500 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -82369.81 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82550.210938 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -82550.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82612.585938 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -82612.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82650.476562 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -82650.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82683.523438 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82683.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82700.117188 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82700.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82714.085938 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82714.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82738.757812 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82738.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82755.601562 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82777.507812 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82777.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82791.867188 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82791.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82800.515625 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82800.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82812.625000 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82812.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82833.984375 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82833.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82852.414062 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82852.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82865.656250 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82865.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82877.882812 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82877.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82894.125000 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -82894.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82920.515625 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -82920.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82947.453125 Penalty: 2110.961182
	Iteration 19Q: 3 clusters Score -82947.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82980.796875 Penalty: 2110.961182
	Iteration 20F: 3 clusters Score -82980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83003.226562 Penalty: 2110.961182
	Iteration 21Q: 3 clusters Score -83003.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83015.281250 Penalty: 2110.961182
	Iteration 22Q: 3 clusters Score -83015.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83029.453125 Penalty: 2110.961182
	Iteration 23Q: 3 clusters Score -83029.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83034.742188 Penalty: 2110.961182
	Iteration 24Q: 3 clusters Score -83034.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83041.851562 Penalty: 2110.961182
	Iteration 25Q: 3 clusters Score -83041.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83044.921875 Penalty: 2110.961182
	Iteration 26Q: 3 clusters Score -83044.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83045.953125 Penalty: 2110.961182
	Iteration 27Q: 3 clusters Score -83045.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83047.023438 Penalty: 2110.961182
	Iteration 28Q: 3 clusters Score -83047.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83048.843750 Penalty: 2110.961182
	Iteration 29Q: 3 clusters Score -83048.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83051.765625 Penalty: 2110.961182
	Iteration 30Q: 3 clusters Score -83051.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83051.765625 Penalty: 2110.961182
	Iteration 31F: 3 clusters Score -83051.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -142047.390625 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -142047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140584.187500 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -140584.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140901.062500 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -140901.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141022.281250 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -141022.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141076.640625 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -141076.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141111.671875 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -141111.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141144.187500 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -141144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -141168.968750 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -141169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141184.515625 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -141184.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141198.390625 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -141198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141215.484375 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -141215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141227.171875 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -141227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141234.468750 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -141234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141248.578125 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -141248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141265.156250 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -141265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141281.546875 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -141281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141297.531250 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -141297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -141311.812500 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -141311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141328.703125 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -141328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141341.437500 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -141341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141362.421875 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -141362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -141379.968750 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -141380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -141404.562500 Penalty: 2277.176025
	Iteration 21Q: 3 clusters Score -141404.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141422.312500 Penalty: 2277.176025
	Iteration 22Q: 3 clusters Score -141422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141433.562500 Penalty: 2277.176025
	Iteration 23Q: 3 clusters Score -141433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141454.265625 Penalty: 2277.176025
	Iteration 24Q: 3 clusters Score -141454.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141485.578125 Penalty: 2277.176025
	Iteration 25Q: 3 clusters Score -141485.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141511.312500 Penalty: 2277.176025
	Iteration 26Q: 3 clusters Score -141511.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141540.718750 Penalty: 2277.176025
	Iteration 27Q: 3 clusters Score -141540.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141561.609375 Penalty: 2277.176025
	Iteration 28Q: 3 clusters Score -141561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141591.515625 Penalty: 2277.176025
	Iteration 29Q: 3 clusters Score -141591.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -141614.296875 Penalty: 2277.176025
	Iteration 30Q: 3 clusters Score -141614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141645.562500 Penalty: 2277.176025
	Iteration 31Q: 3 clusters Score -141645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141663.625000 Penalty: 2277.176025
	Iteration 32Q: 3 clusters Score -141663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -141680.687500 Penalty: 2277.176025
	Iteration 33Q: 3 clusters Score -141680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141698.312500 Penalty: 2277.176025
	Iteration 34Q: 3 clusters Score -141698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141710.859375 Penalty: 2277.176025
	Iteration 35Q: 3 clusters Score -141710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141716.171875 Penalty: 2277.176025
	Iteration 36Q: 3 clusters Score -141716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141717.921875 Penalty: 2277.176025
	Iteration 37Q: 3 clusters Score -141717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141723.578125 Penalty: 2277.176025
	Iteration 38Q: 3 clusters Score -141723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141724.218750 Penalty: 2277.176025
	Iteration 39Q: 3 clusters Score -141724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141726.156250 Penalty: 2277.176025
	Iteration 40F: 3 clusters Score -141726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141728.609375 Penalty: 2277.176025
	Iteration 41Q: 3 clusters Score -141728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141729.281250 Penalty: 2277.176025
	Iteration 42Q: 3 clusters Score -141729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141729.281250 Penalty: 2277.176025
	Iteration 43F: 3 clusters Score -141729.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20880.158203 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -20880.16 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 167 members 
Entering Unmasked Estep 
Score: -20070.068359 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20070.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20304.486328 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20304.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20559.937500 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -20559.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20615.500000 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -20615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20649.443359 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -20649.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20702.191406 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -20702.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20724.361328 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -20724.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20724.792969 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -20724.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20724.792969 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -20724.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -8734.381836 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -8734.382 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 109 members 
Entering Unmasked Estep 
Score: -8040.656738 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -8040.657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8228.919922 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -8228.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8272.805664 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -8272.806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8272.805664 Penalty: 1726.791992
	Iteration 3F: 3 clusters Score -8272.806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -134794.218750 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -134794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133240.109375 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -133240.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133737.515625 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -133737.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133945.296875 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -133945.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134071.421875 Penalty: 2299.363037
	Iteration 3F: 3 clusters Score -134071.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134132.000000 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -134132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134189.906250 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -134189.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134248.859375 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -134248.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134292.500000 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -134292.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134311.546875 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -134311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134330.812500 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -134330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134335.984375 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -134336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134345.015625 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -134345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134351.390625 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -134351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134353.359375 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -134353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134355.875000 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -134355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134356.125000 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -134356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134356.125000 Penalty: 2299.363037
	Iteration 16F: 3 clusters Score -134356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -649741.562500 Penalty: 1394.399414
	Iteration 0F: 2 clusters Score -649741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -645596.625000 Penalty: 2788.798828
	Iteration 0F: 3 clusters Score -645596.6 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -646852.125000 Penalty: 2788.798828
	Iteration 1F: 3 clusters Score -646852.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -647167.062500 Penalty: 2788.798828
	Iteration 2F: 3 clusters Score -647167.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -647414.687500 Penalty: 2788.798828
	Iteration 3F: 3 clusters Score -647414.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -647614.937500 Penalty: 2788.798828
	Iteration 4F: 3 clusters Score -647614.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -647776.187500 Penalty: 2788.798828
	Iteration 5Q: 3 clusters Score -647776.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -647930.500000 Penalty: 2788.798828
	Iteration 6Q: 3 clusters Score -647930.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -648073.000000 Penalty: 2788.798828
	Iteration 7Q: 3 clusters Score -648073 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -648208.312500 Penalty: 2788.798828
	Iteration 8Q: 3 clusters Score -648208.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -648330.000000 Penalty: 2788.798828
	Iteration 9Q: 3 clusters Score -648330 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -648443.625000 Penalty: 2788.798828
	Iteration 10Q: 3 clusters Score -648443.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -648550.062500 Penalty: 2788.798828
	Iteration 11Q: 3 clusters Score -648550.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -648643.187500 Penalty: 2788.798828
	Iteration 12Q: 3 clusters Score -648643.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -648728.687500 Penalty: 2788.798828
	Iteration 13Q: 3 clusters Score -648728.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -648778.750000 Penalty: 2788.798828
	Iteration 14Q: 3 clusters Score -648778.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -648811.812500 Penalty: 2788.798828
	Iteration 15Q: 3 clusters Score -648811.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -648838.062500 Penalty: 2788.798828
	Iteration 16Q: 3 clusters Score -648838.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -648859.062500 Penalty: 2788.798828
	Iteration 17Q: 3 clusters Score -648859.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -648874.875000 Penalty: 2788.798828
	Iteration 18Q: 3 clusters Score -648874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -648882.437500 Penalty: 2788.798828
	Iteration 19Q: 3 clusters Score -648882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -648885.125000 Penalty: 2788.798828
	Iteration 20F: 3 clusters Score -648885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -648888.312500 Penalty: 2788.798828
	Iteration 21Q: 3 clusters Score -648888.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -648893.000000 Penalty: 2788.798828
	Iteration 22Q: 3 clusters Score -648893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648897.687500 Penalty: 2788.798828
	Iteration 23Q: 3 clusters Score -648897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648900.000000 Penalty: 2788.798828
	Iteration 24Q: 3 clusters Score -648900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -648903.875000 Penalty: 2788.798828
	Iteration 25Q: 3 clusters Score -648903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -648905.875000 Penalty: 2788.798828
	Iteration 26Q: 3 clusters Score -648905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648908.500000 Penalty: 2788.798828
	Iteration 27Q: 3 clusters Score -648908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -648911.625000 Penalty: 2788.798828
	Iteration 28Q: 3 clusters Score -648911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648914.562500 Penalty: 2788.798828
	Iteration 29Q: 3 clusters Score -648914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -648919.625000 Penalty: 2788.798828
	Iteration 30Q: 3 clusters Score -648919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -648923.875000 Penalty: 2788.798828
	Iteration 31Q: 3 clusters Score -648923.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -648928.562500 Penalty: 2788.798828
	Iteration 32Q: 3 clusters Score -648928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -648932.187500 Penalty: 2788.798828
	Iteration 33Q: 3 clusters Score -648932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -648934.312500 Penalty: 2788.798828
	Iteration 34Q: 3 clusters Score -648934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -648937.000000 Penalty: 2788.798828
	Iteration 35Q: 3 clusters Score -648937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -648939.812500 Penalty: 2788.798828
	Iteration 36Q: 3 clusters Score -648939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -648940.812500 Penalty: 2788.798828
	Iteration 37Q: 3 clusters Score -648940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648943.437500 Penalty: 2788.798828
	Iteration 38Q: 3 clusters Score -648943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -648942.750000 Penalty: 2788.798828
	Iteration 39Q: 3 clusters Score -648942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648945.312500 Penalty: 2788.798828
	Iteration 40F: 3 clusters Score -648945.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -648946.125000 Penalty: 2788.798828
	Iteration 41Q: 3 clusters Score -648946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -648946.312500 Penalty: 2788.798828
	Iteration 42Q: 3 clusters Score -648946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -648949.000000 Penalty: 2788.798828
	Iteration 43Q: 3 clusters Score -648949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -648948.375000 Penalty: 2788.798828
	Iteration 44Q: 3 clusters Score -648948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -648949.937500 Penalty: 2788.798828
	Iteration 45Q: 3 clusters Score -648949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -648951.062500 Penalty: 2788.798828
	Iteration 46Q: 3 clusters Score -648951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -648950.500000 Penalty: 2788.798828
	Iteration 47Q: 3 clusters Score -648950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -648952.375000 Penalty: 2788.798828
	Iteration 48Q: 3 clusters Score -648952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -648953.812500 Penalty: 2788.798828
	Iteration 49Q: 3 clusters Score -648953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -648953.937500 Penalty: 2788.798828
	Iteration 50Q: 3 clusters Score -648953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -648956.500000 Penalty: 2788.798828
	Iteration 51Q: 3 clusters Score -648956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -648958.125000 Penalty: 2788.798828
	Iteration 52Q: 3 clusters Score -648958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -648958.937500 Penalty: 2788.798828
	Iteration 53Q: 3 clusters Score -648958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -648960.500000 Penalty: 2788.798828
	Iteration 54Q: 3 clusters Score -648960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -648961.625000 Penalty: 2788.798828
	Iteration 55Q: 3 clusters Score -648961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -648961.687500 Penalty: 2788.798828
	Iteration 56Q: 3 clusters Score -648961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -648961.750000 Penalty: 2788.798828
	Iteration 57Q: 3 clusters Score -648961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -648963.125000 Penalty: 2788.798828
	Iteration 58Q: 3 clusters Score -648963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -648963.437500 Penalty: 2788.798828
	Iteration 59Q: 3 clusters Score -648963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -648964.437500 Penalty: 2788.798828
	Iteration 60F: 3 clusters Score -648964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -648965.687500 Penalty: 2788.798828
	Iteration 61Q: 3 clusters Score -648965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -648965.687500 Penalty: 2788.798828
	Iteration 62Q: 3 clusters Score -648965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -648965.687500 Penalty: 2788.798828
	Iteration 63F: 3 clusters Score -648965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -51317.492188 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -51317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50389.054688 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -50389.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50589.003906 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -50589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50701.984375 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -50701.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50818.160156 Penalty: 1967.692871
	Iteration 3F: 3 clusters Score -50818.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50935.632812 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -50935.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51003.171875 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -51003.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51053.519531 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -51053.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51090.367188 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -51090.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51103.054688 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -51103.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51103.054688 Penalty: 1967.692871
	Iteration 9F: 3 clusters Score -51103.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1959893.625000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1959894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1949746.250000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1949746 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1953787.125000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1953787 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1954750.375000 Penalty: 3116.374756
	Iteration 2F: 3 clusters Score -1954750 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1955835.250000 Penalty: 3116.374756
	Iteration 3F: 3 clusters Score -1955835 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1956731.250000 Penalty: 3116.374756
	Iteration 4F: 3 clusters Score -1956731 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1957302.500000 Penalty: 3116.374756
	Iteration 5F: 3 clusters Score -1957302 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1957642.000000 Penalty: 3116.374756
	Iteration 6Q: 3 clusters Score -1957642 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1957836.500000 Penalty: 3116.374756
	Iteration 7Q: 3 clusters Score -1957836 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1957934.500000 Penalty: 3116.374756
	Iteration 8Q: 3 clusters Score -1957934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1958003.000000 Penalty: 3116.374756
	Iteration 9Q: 3 clusters Score -1958003 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1958035.125000 Penalty: 3116.374756
	Iteration 10Q: 3 clusters Score -1958035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1958072.375000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1958072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1958089.750000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1958090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1958115.625000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1958116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1958132.625000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1958133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1958147.750000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1958148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1958154.625000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1958155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1958165.750000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1958166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1958169.000000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1958169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1958176.250000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1958176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1958182.125000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1958182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1958190.625000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1958191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1958189.125000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1958189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1958202.250000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1958202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1958204.750000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1958205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1958213.500000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1958214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1958216.250000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1958216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1958217.000000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1958217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1958221.000000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1958221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1958219.000000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1958219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1958222.750000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1958223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1958222.875000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1958223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1958223.625000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1958224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1958221.500000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1958222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1958223.125000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1958223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1958227.125000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1958227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1958232.625000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1958233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1958234.500000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1958234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1958231.250000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1958231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1958232.625000 Penalty: 3116.374756
	Iteration 39Q: 3 clusters Score -1958233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1958228.625000 Penalty: 3116.374756
	Iteration 40F: 3 clusters Score -1958229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1958237.375000 Penalty: 3116.374756
	Iteration 41Q: 3 clusters Score -1958237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1958236.000000 Penalty: 3116.374756
	Iteration 42Q: 3 clusters Score -1958236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1958238.750000 Penalty: 3116.374756
	Iteration 43Q: 3 clusters Score -1958239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1958236.125000 Penalty: 3116.374756
	Iteration 44Q: 3 clusters Score -1958236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1958242.125000 Penalty: 3116.374756
	Iteration 45Q: 3 clusters Score -1958242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1958242.625000 Penalty: 3116.374756
	Iteration 46Q: 3 clusters Score -1958243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1958248.250000 Penalty: 3116.374756
	Iteration 47Q: 3 clusters Score -1958248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1958249.250000 Penalty: 3116.374756
	Iteration 48Q: 3 clusters Score -1958249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1958254.375000 Penalty: 3116.374756
	Iteration 49Q: 3 clusters Score -1958254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1958259.250000 Penalty: 3116.374756
	Iteration 50Q: 3 clusters Score -1958259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1958261.750000 Penalty: 3116.374756
	Iteration 51Q: 3 clusters Score -1958262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1958266.750000 Penalty: 3116.374756
	Iteration 52Q: 3 clusters Score -1958267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1958270.750000 Penalty: 3116.374756
	Iteration 53Q: 3 clusters Score -1958271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1958275.125000 Penalty: 3116.374756
	Iteration 54Q: 3 clusters Score -1958275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1958276.750000 Penalty: 3116.374756
	Iteration 55Q: 3 clusters Score -1958277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1958284.750000 Penalty: 3116.374756
	Iteration 56Q: 3 clusters Score -1958285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1958295.750000 Penalty: 3116.374756
	Iteration 57Q: 3 clusters Score -1958296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1958298.250000 Penalty: 3116.374756
	Iteration 58Q: 3 clusters Score -1958298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1958305.500000 Penalty: 3116.374756
	Iteration 59Q: 3 clusters Score -1958306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1958311.125000 Penalty: 3116.374756
	Iteration 60F: 3 clusters Score -1958311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1958321.125000 Penalty: 3116.374756
	Iteration 61Q: 3 clusters Score -1958321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1958328.375000 Penalty: 3116.374756
	Iteration 62Q: 3 clusters Score -1958328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1958337.875000 Penalty: 3116.374756
	Iteration 63Q: 3 clusters Score -1958338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1958350.125000 Penalty: 3116.374756
	Iteration 64Q: 3 clusters Score -1958350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1958351.000000 Penalty: 3116.374756
	Iteration 65Q: 3 clusters Score -1958351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1958358.125000 Penalty: 3116.374756
	Iteration 66Q: 3 clusters Score -1958358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1958376.875000 Penalty: 3116.374756
	Iteration 67Q: 3 clusters Score -1958377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1958376.625000 Penalty: 3116.374756
	Iteration 68Q: 3 clusters Score -1958377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1958388.250000 Penalty: 3116.374756
	Iteration 69Q: 3 clusters Score -1958388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1958403.250000 Penalty: 3116.374756
	Iteration 70Q: 3 clusters Score -1958403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1958412.000000 Penalty: 3116.374756
	Iteration 71Q: 3 clusters Score -1958412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1958423.625000 Penalty: 3116.374756
	Iteration 72Q: 3 clusters Score -1958424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1958437.625000 Penalty: 3116.374756
	Iteration 73Q: 3 clusters Score -1958438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1958450.875000 Penalty: 3116.374756
	Iteration 74Q: 3 clusters Score -1958451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1958458.250000 Penalty: 3116.374756
	Iteration 75Q: 3 clusters Score -1958458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1958475.500000 Penalty: 3116.374756
	Iteration 76Q: 3 clusters Score -1958476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1958484.875000 Penalty: 3116.374756
	Iteration 77Q: 3 clusters Score -1958485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1958496.375000 Penalty: 3116.374756
	Iteration 78Q: 3 clusters Score -1958496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1958506.125000 Penalty: 3116.374756
	Iteration 79Q: 3 clusters Score -1958506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1958515.500000 Penalty: 3116.374756
	Iteration 80F: 3 clusters Score -1958516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1958531.125000 Penalty: 3116.374756
	Iteration 81Q: 3 clusters Score -1958531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1958538.750000 Penalty: 3116.374756
	Iteration 82Q: 3 clusters Score -1958539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1958549.375000 Penalty: 3116.374756
	Iteration 83Q: 3 clusters Score -1958549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1958563.125000 Penalty: 3116.374756
	Iteration 84Q: 3 clusters Score -1958563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1958577.750000 Penalty: 3116.374756
	Iteration 85Q: 3 clusters Score -1958578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1958589.750000 Penalty: 3116.374756
	Iteration 86Q: 3 clusters Score -1958590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1958606.250000 Penalty: 3116.374756
	Iteration 87Q: 3 clusters Score -1958606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1958623.750000 Penalty: 3116.374756
	Iteration 88Q: 3 clusters Score -1958624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1958638.875000 Penalty: 3116.374756
	Iteration 89Q: 3 clusters Score -1958639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1958655.625000 Penalty: 3116.374756
	Iteration 90Q: 3 clusters Score -1958656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1958670.000000 Penalty: 3116.374756
	Iteration 91Q: 3 clusters Score -1958670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1958677.125000 Penalty: 3116.374756
	Iteration 92Q: 3 clusters Score -1958677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1958684.500000 Penalty: 3116.374756
	Iteration 93Q: 3 clusters Score -1958684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1958699.875000 Penalty: 3116.374756
	Iteration 94Q: 3 clusters Score -1958700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1958706.125000 Penalty: 3116.374756
	Iteration 95Q: 3 clusters Score -1958706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1958716.125000 Penalty: 3116.374756
	Iteration 96Q: 3 clusters Score -1958716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1958723.375000 Penalty: 3116.374756
	Iteration 97Q: 3 clusters Score -1958723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1958728.250000 Penalty: 3116.374756
	Iteration 98Q: 3 clusters Score -1958728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1958729.875000 Penalty: 3116.374756
	Iteration 99Q: 3 clusters Score -1958730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1958737.125000 Penalty: 3116.374756
	Iteration 100F: 3 clusters Score -1958737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1958741.750000 Penalty: 3116.374756
	Iteration 101Q: 3 clusters Score -1958742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1958749.500000 Penalty: 3116.374756
	Iteration 102Q: 3 clusters Score -1958750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1958750.750000 Penalty: 3116.374756
	Iteration 103Q: 3 clusters Score -1958751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1958755.250000 Penalty: 3116.374756
	Iteration 104Q: 3 clusters Score -1958755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1958756.625000 Penalty: 3116.374756
	Iteration 105Q: 3 clusters Score -1958757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1958762.250000 Penalty: 3116.374756
	Iteration 106Q: 3 clusters Score -1958762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1958764.000000 Penalty: 3116.374756
	Iteration 107Q: 3 clusters Score -1958764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1958768.625000 Penalty: 3116.374756
	Iteration 108Q: 3 clusters Score -1958769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1958769.500000 Penalty: 3116.374756
	Iteration 109Q: 3 clusters Score -1958770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1958776.750000 Penalty: 3116.374756
	Iteration 110Q: 3 clusters Score -1958777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1958782.875000 Penalty: 3116.374756
	Iteration 111Q: 3 clusters Score -1958783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1958786.000000 Penalty: 3116.374756
	Iteration 112Q: 3 clusters Score -1958786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1958790.750000 Penalty: 3116.374756
	Iteration 113Q: 3 clusters Score -1958791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1958798.375000 Penalty: 3116.374756
	Iteration 114Q: 3 clusters Score -1958798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1958801.125000 Penalty: 3116.374756
	Iteration 115Q: 3 clusters Score -1958801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1958803.875000 Penalty: 3116.374756
	Iteration 116Q: 3 clusters Score -1958804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1958808.000000 Penalty: 3116.374756
	Iteration 117Q: 3 clusters Score -1958808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1958806.875000 Penalty: 3116.374756
	Iteration 118Q: 3 clusters Score -1958807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1958808.250000 Penalty: 3116.374756
	Iteration 119Q: 3 clusters Score -1958808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1958814.375000 Penalty: 3116.374756
	Iteration 120F: 3 clusters Score -1958814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1958812.625000 Penalty: 3116.374756
	Iteration 121Q: 3 clusters Score -1958813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1958825.125000 Penalty: 3116.374756
	Iteration 122Q: 3 clusters Score -1958825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1958836.125000 Penalty: 3116.374756
	Iteration 123Q: 3 clusters Score -1958836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1958842.250000 Penalty: 3116.374756
	Iteration 124Q: 3 clusters Score -1958842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1958846.875000 Penalty: 3116.374756
	Iteration 125Q: 3 clusters Score -1958847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1958858.375000 Penalty: 3116.374756
	Iteration 126Q: 3 clusters Score -1958858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1958869.125000 Penalty: 3116.374756
	Iteration 127Q: 3 clusters Score -1958869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1958876.750000 Penalty: 3116.374756
	Iteration 128Q: 3 clusters Score -1958877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1958888.125000 Penalty: 3116.374756
	Iteration 129Q: 3 clusters Score -1958888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1958898.500000 Penalty: 3116.374756
	Iteration 130Q: 3 clusters Score -1958898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1958900.375000 Penalty: 3116.374756
	Iteration 131Q: 3 clusters Score -1958900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1958904.500000 Penalty: 3116.374756
	Iteration 132Q: 3 clusters Score -1958904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1958904.625000 Penalty: 3116.374756
	Iteration 133Q: 3 clusters Score -1958905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1958906.125000 Penalty: 3116.374756
	Iteration 134Q: 3 clusters Score -1958906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1958907.125000 Penalty: 3116.374756
	Iteration 135Q: 3 clusters Score -1958907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1958911.000000 Penalty: 3116.374756
	Iteration 136Q: 3 clusters Score -1958911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1958913.625000 Penalty: 3116.374756
	Iteration 137Q: 3 clusters Score -1958914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1958915.625000 Penalty: 3116.374756
	Iteration 138Q: 3 clusters Score -1958916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1958916.500000 Penalty: 3116.374756
	Iteration 139Q: 3 clusters Score -1958916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1958918.625000 Penalty: 3116.374756
	Iteration 140F: 3 clusters Score -1958919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1958923.875000 Penalty: 3116.374756
	Iteration 141Q: 3 clusters Score -1958924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1958925.375000 Penalty: 3116.374756
	Iteration 142Q: 3 clusters Score -1958925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1958925.250000 Penalty: 3116.374756
	Iteration 143Q: 3 clusters Score -1958925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1958928.875000 Penalty: 3116.374756
	Iteration 144Q: 3 clusters Score -1958929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1958930.000000 Penalty: 3116.374756
	Iteration 145Q: 3 clusters Score -1958930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1958931.500000 Penalty: 3116.374756
	Iteration 146Q: 3 clusters Score -1958932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1958933.250000 Penalty: 3116.374756
	Iteration 147Q: 3 clusters Score -1958933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1958932.750000 Penalty: 3116.374756
	Iteration 148Q: 3 clusters Score -1958933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1958934.000000 Penalty: 3116.374756
	Iteration 149Q: 3 clusters Score -1958934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1958935.875000 Penalty: 3116.374756
	Iteration 150Q: 3 clusters Score -1958936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1958941.250000 Penalty: 3116.374756
	Iteration 151Q: 3 clusters Score -1958941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1958941.625000 Penalty: 3116.374756
	Iteration 152Q: 3 clusters Score -1958942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1958943.375000 Penalty: 3116.374756
	Iteration 153Q: 3 clusters Score -1958943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1958946.625000 Penalty: 3116.374756
	Iteration 154Q: 3 clusters Score -1958947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1958952.000000 Penalty: 3116.374756
	Iteration 155Q: 3 clusters Score -1958952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1958957.250000 Penalty: 3116.374756
	Iteration 156Q: 3 clusters Score -1958957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1958960.125000 Penalty: 3116.374756
	Iteration 157Q: 3 clusters Score -1958960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1958965.125000 Penalty: 3116.374756
	Iteration 158Q: 3 clusters Score -1958965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1958971.000000 Penalty: 3116.374756
	Iteration 159Q: 3 clusters Score -1958971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1958975.500000 Penalty: 3116.374756
	Iteration 160F: 3 clusters Score -1958976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1958975.750000 Penalty: 3116.374756
	Iteration 161Q: 3 clusters Score -1958976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1958978.125000 Penalty: 3116.374756
	Iteration 162Q: 3 clusters Score -1958978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1958993.750000 Penalty: 3116.374756
	Iteration 163Q: 3 clusters Score -1958994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1959002.625000 Penalty: 3116.374756
	Iteration 164Q: 3 clusters Score -1959003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1959008.375000 Penalty: 3116.374756
	Iteration 165Q: 3 clusters Score -1959008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1959019.375000 Penalty: 3116.374756
	Iteration 166Q: 3 clusters Score -1959019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1959029.250000 Penalty: 3116.374756
	Iteration 167Q: 3 clusters Score -1959029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1959034.500000 Penalty: 3116.374756
	Iteration 168Q: 3 clusters Score -1959034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1959046.125000 Penalty: 3116.374756
	Iteration 169Q: 3 clusters Score -1959046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1959056.375000 Penalty: 3116.374756
	Iteration 170Q: 3 clusters Score -1959056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1959062.625000 Penalty: 3116.374756
	Iteration 171Q: 3 clusters Score -1959063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1959063.000000 Penalty: 3116.374756
	Iteration 172Q: 3 clusters Score -1959063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1959067.625000 Penalty: 3116.374756
	Iteration 173Q: 3 clusters Score -1959068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1959073.250000 Penalty: 3116.374756
	Iteration 174Q: 3 clusters Score -1959073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1959072.250000 Penalty: 3116.374756
	Iteration 175Q: 3 clusters Score -1959072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1959078.375000 Penalty: 3116.374756
	Iteration 176Q: 3 clusters Score -1959078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1959078.625000 Penalty: 3116.374756
	Iteration 177Q: 3 clusters Score -1959079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1959080.125000 Penalty: 3116.374756
	Iteration 178Q: 3 clusters Score -1959080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1959080.125000 Penalty: 3116.374756
	Iteration 179F: 3 clusters Score -1959080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1356711.625000 Penalty: 1501.120239
	Iteration 0F: 2 clusters Score -1356712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1349410.750000 Penalty: 3002.240479
	Iteration 0F: 3 clusters Score -1349411 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1351922.625000 Penalty: 3002.240479
	Iteration 1F: 3 clusters Score -1351923 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1352352.250000 Penalty: 3002.240479
	Iteration 2F: 3 clusters Score -1352352 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1352818.625000 Penalty: 3002.240479
	Iteration 3F: 3 clusters Score -1352819 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1353255.250000 Penalty: 3002.240479
	Iteration 4F: 3 clusters Score -1353255 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1353691.000000 Penalty: 3002.240479
	Iteration 5F: 3 clusters Score -1353691 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1354052.125000 Penalty: 3002.240479
	Iteration 6F: 3 clusters Score -1354052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1354321.750000 Penalty: 3002.240479
	Iteration 7Q: 3 clusters Score -1354322 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1354542.750000 Penalty: 3002.240479
	Iteration 8Q: 3 clusters Score -1354543 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1354714.875000 Penalty: 3002.240479
	Iteration 9Q: 3 clusters Score -1354715 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1354863.375000 Penalty: 3002.240479
	Iteration 10Q: 3 clusters Score -1354863 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1355007.750000 Penalty: 3002.240479
	Iteration 11Q: 3 clusters Score -1355008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1355202.250000 Penalty: 3002.240479
	Iteration 12Q: 3 clusters Score -1355202 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1355481.000000 Penalty: 3002.240479
	Iteration 13Q: 3 clusters Score -1355481 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1355820.250000 Penalty: 3002.240479
	Iteration 14Q: 3 clusters Score -1355820 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1356152.875000 Penalty: 3002.240479
	Iteration 15Q: 3 clusters Score -1356153 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1356391.000000 Penalty: 3002.240479
	Iteration 16Q: 3 clusters Score -1356391 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1356524.875000 Penalty: 3002.240479
	Iteration 17Q: 3 clusters Score -1356525 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1356580.375000 Penalty: 3002.240479
	Iteration 18Q: 3 clusters Score -1356580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1356617.375000 Penalty: 3002.240479
	Iteration 19Q: 3 clusters Score -1356617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1356633.250000 Penalty: 3002.240479
	Iteration 20F: 3 clusters Score -1356633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1356640.000000 Penalty: 3002.240479
	Iteration 21Q: 3 clusters Score -1356640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1356642.875000 Penalty: 3002.240479
	Iteration 22Q: 3 clusters Score -1356643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1356643.375000 Penalty: 3002.240479
	Iteration 23Q: 3 clusters Score -1356643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1356648.250000 Penalty: 3002.240479
	Iteration 24Q: 3 clusters Score -1356648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1356647.125000 Penalty: 3002.240479
	Iteration 25Q: 3 clusters Score -1356647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1356651.000000 Penalty: 3002.240479
	Iteration 26Q: 3 clusters Score -1356651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1356652.375000 Penalty: 3002.240479
	Iteration 27Q: 3 clusters Score -1356652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1356651.250000 Penalty: 3002.240479
	Iteration 28Q: 3 clusters Score -1356651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1356655.750000 Penalty: 3002.240479
	Iteration 29Q: 3 clusters Score -1356656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1356655.500000 Penalty: 3002.240479
	Iteration 30Q: 3 clusters Score -1356656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1356655.500000 Penalty: 3002.240479
	Iteration 31Q: 3 clusters Score -1356656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1356655.750000 Penalty: 3002.240479
	Iteration 32Q: 3 clusters Score -1356656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1356655.625000 Penalty: 3002.240479
	Iteration 33Q: 3 clusters Score -1356656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1356656.000000 Penalty: 3002.240479
	Iteration 34Q: 3 clusters Score -1356656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1356659.375000 Penalty: 3002.240479
	Iteration 35Q: 3 clusters Score -1356659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1356659.000000 Penalty: 3002.240479
	Iteration 36Q: 3 clusters Score -1356659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1356659.500000 Penalty: 3002.240479
	Iteration 37Q: 3 clusters Score -1356660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1356660.125000 Penalty: 3002.240479
	Iteration 38Q: 3 clusters Score -1356660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1356659.375000 Penalty: 3002.240479
	Iteration 39Q: 3 clusters Score -1356659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1356659.375000 Penalty: 3002.240479
	Iteration 40F: 3 clusters Score -1356659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Entering Unmasked Estep 
Score: -4540102.000000 Penalty: 1700.031250
	Iteration 0F: 2 clusters Score -4540102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4516771.500000 Penalty: 3400.062500
	Iteration 0F: 3 clusters Score -4516772 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4526288.500000 Penalty: 3400.062500
	Iteration 1F: 3 clusters Score -4526288 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4527231.000000 Penalty: 3400.062500
	Iteration 2F: 3 clusters Score -4527231 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4528359.000000 Penalty: 3400.062500
	Iteration 3F: 3 clusters Score -4528359 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4529497.000000 Penalty: 3400.062500
	Iteration 4F: 3 clusters Score -4529497 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4530669.500000 Penalty: 3400.062500
	Iteration 5F: 3 clusters Score -4530670 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4531917.000000 Penalty: 3400.062500
	Iteration 6F: 3 clusters Score -4531917 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4533215.000000 Penalty: 3400.062500
	Iteration 7F: 3 clusters Score -4533215 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4534364.500000 Penalty: 3400.062500
	Iteration 8Q: 3 clusters Score -4534364 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4535273.500000 Penalty: 3400.062500
	Iteration 9Q: 3 clusters Score -4535274 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4535854.000000 Penalty: 3400.062500
	Iteration 10Q: 3 clusters Score -4535854 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4536229.500000 Penalty: 3400.062500
	Iteration 11Q: 3 clusters Score -4536230 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4536514.500000 Penalty: 3400.062500
	Iteration 12Q: 3 clusters Score -4536514 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4536702.000000 Penalty: 3400.062500
	Iteration 13Q: 3 clusters Score -4536702 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4536867.500000 Penalty: 3400.062500
	Iteration 14Q: 3 clusters Score -4536868 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -4536999.000000 Penalty: 3400.062500
	Iteration 15Q: 3 clusters Score -4536999 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4537121.000000 Penalty: 3400.062500
	Iteration 16Q: 3 clusters Score -4537121 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4537203.000000 Penalty: 3400.062500
	Iteration 17Q: 3 clusters Score -4537203 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4537293.500000 Penalty: 3400.062500
	Iteration 18Q: 3 clusters Score -4537294 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4537357.000000 Penalty: 3400.062500
	Iteration 19Q: 3 clusters Score -4537357 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4537399.500000 Penalty: 3400.062500
	Iteration 20F: 3 clusters Score -4537400 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4537425.500000 Penalty: 3400.062500
	Iteration 21Q: 3 clusters Score -4537426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4537460.000000 Penalty: 3400.062500
	Iteration 22Q: 3 clusters Score -4537460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4537475.000000 Penalty: 3400.062500
	Iteration 23Q: 3 clusters Score -4537475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4537485.000000 Penalty: 3400.062500
	Iteration 24Q: 3 clusters Score -4537485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4537461.500000 Penalty: 3400.062500
	Iteration 25Q: 3 clusters Score -4537462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4537482.000000 Penalty: 3400.062500
	Iteration 26Q: 3 clusters Score -4537482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4537495.000000 Penalty: 3400.062500
	Iteration 27Q: 3 clusters Score -4537495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4537497.500000 Penalty: 3400.062500
	Iteration 28Q: 3 clusters Score -4537498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4537493.500000 Penalty: 3400.062500
	Iteration 29Q: 3 clusters Score -4537494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4537507.500000 Penalty: 3400.062500
	Iteration 30Q: 3 clusters Score -4537508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4537506.500000 Penalty: 3400.062500
	Iteration 31Q: 3 clusters Score -4537506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4537504.500000 Penalty: 3400.062500
	Iteration 32Q: 3 clusters Score -4537504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4537511.000000 Penalty: 3400.062500
	Iteration 33Q: 3 clusters Score -4537511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4537522.000000 Penalty: 3400.062500
	Iteration 34Q: 3 clusters Score -4537522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4537528.500000 Penalty: 3400.062500
	Iteration 35Q: 3 clusters Score -4537528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4537536.000000 Penalty: 3400.062500
	Iteration 36Q: 3 clusters Score -4537536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4537536.000000 Penalty: 3400.062500
	Iteration 37Q: 3 clusters Score -4537536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4537533.500000 Penalty: 3400.062500
	Iteration 38Q: 3 clusters Score -4537534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -4537529.500000 Penalty: 3400.062500
	Iteration 39Q: 3 clusters Score -4537530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4537532.000000 Penalty: 3400.062500
	Iteration 40F: 3 clusters Score -4537532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4537534.500000 Penalty: 3400.062500
	Iteration 41Q: 3 clusters Score -4537534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4537541.500000 Penalty: 3400.062500
	Iteration 42Q: 3 clusters Score -4537542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4537556.000000 Penalty: 3400.062500
	Iteration 43Q: 3 clusters Score -4537556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4537558.000000 Penalty: 3400.062500
	Iteration 44Q: 3 clusters Score -4537558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4537565.500000 Penalty: 3400.062500
	Iteration 45Q: 3 clusters Score -4537566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4537556.000000 Penalty: 3400.062500
	Iteration 46Q: 3 clusters Score -4537556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -4537560.000000 Penalty: 3400.062500
	Iteration 47Q: 3 clusters Score -4537560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4537563.500000 Penalty: 3400.062500
	Iteration 48Q: 3 clusters Score -4537564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4537568.500000 Penalty: 3400.062500
	Iteration 49Q: 3 clusters Score -4537568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4537574.000000 Penalty: 3400.062500
	Iteration 50Q: 3 clusters Score -4537574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4537567.500000 Penalty: 3400.062500
	Iteration 51Q: 3 clusters Score -4537568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4537555.500000 Penalty: 3400.062500
	Iteration 52Q: 3 clusters Score -4537556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4537563.000000 Penalty: 3400.062500
	Iteration 53Q: 3 clusters Score -4537563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4537563.000000 Penalty: 3400.062500
	Iteration 54Q: 3 clusters Score -4537563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4537564.000000 Penalty: 3400.062500
	Iteration 55Q: 3 clusters Score -4537564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4537565.000000 Penalty: 3400.062500
	Iteration 56Q: 3 clusters Score -4537565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4537575.000000 Penalty: 3400.062500
	Iteration 57Q: 3 clusters Score -4537575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4537586.000000 Penalty: 3400.062500
	Iteration 58Q: 3 clusters Score -4537586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4537581.500000 Penalty: 3400.062500
	Iteration 59Q: 3 clusters Score -4537582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4537571.500000 Penalty: 3400.062500
	Iteration 60F: 3 clusters Score -4537572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4537572.500000 Penalty: 3400.062500
	Iteration 61Q: 3 clusters Score -4537572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4537588.000000 Penalty: 3400.062500
	Iteration 62Q: 3 clusters Score -4537588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4537597.000000 Penalty: 3400.062500
	Iteration 63Q: 3 clusters Score -4537597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4537587.000000 Penalty: 3400.062500
	Iteration 64Q: 3 clusters Score -4537587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4537591.000000 Penalty: 3400.062500
	Iteration 65Q: 3 clusters Score -4537591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4537586.500000 Penalty: 3400.062500
	Iteration 66Q: 3 clusters Score -4537586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4537603.500000 Penalty: 3400.062500
	Iteration 67Q: 3 clusters Score -4537604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4537608.000000 Penalty: 3400.062500
	Iteration 68Q: 3 clusters Score -4537608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4537598.500000 Penalty: 3400.062500
	Iteration 69Q: 3 clusters Score -4537598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4537590.500000 Penalty: 3400.062500
	Iteration 70Q: 3 clusters Score -4537590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4537595.500000 Penalty: 3400.062500
	Iteration 71Q: 3 clusters Score -4537596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4537589.500000 Penalty: 3400.062500
	Iteration 72Q: 3 clusters Score -4537590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4537592.000000 Penalty: 3400.062500
	Iteration 73Q: 3 clusters Score -4537592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4537596.000000 Penalty: 3400.062500
	Iteration 74Q: 3 clusters Score -4537596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4537598.500000 Penalty: 3400.062500
	Iteration 75Q: 3 clusters Score -4537598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4537597.000000 Penalty: 3400.062500
	Iteration 76Q: 3 clusters Score -4537597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4537593.000000 Penalty: 3400.062500
	Iteration 77Q: 3 clusters Score -4537593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4537606.000000 Penalty: 3400.062500
	Iteration 78Q: 3 clusters Score -4537606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4537597.000000 Penalty: 3400.062500
	Iteration 79Q: 3 clusters Score -4537597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4537594.000000 Penalty: 3400.062500
	Iteration 80F: 3 clusters Score -4537594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4537588.500000 Penalty: 3400.062500
	Iteration 81Q: 3 clusters Score -4537588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4537589.500000 Penalty: 3400.062500
	Iteration 82Q: 3 clusters Score -4537590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4537593.500000 Penalty: 3400.062500
	Iteration 83Q: 3 clusters Score -4537594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4537590.000000 Penalty: 3400.062500
	Iteration 84Q: 3 clusters Score -4537590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4537592.500000 Penalty: 3400.062500
	Iteration 85Q: 3 clusters Score -4537592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4537587.000000 Penalty: 3400.062500
	Iteration 86Q: 3 clusters Score -4537587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4537590.500000 Penalty: 3400.062500
	Iteration 87Q: 3 clusters Score -4537590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4537587.000000 Penalty: 3400.062500
	Iteration 88Q: 3 clusters Score -4537587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4537585.000000 Penalty: 3400.062500
	Iteration 89Q: 3 clusters Score -4537585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4537584.500000 Penalty: 3400.062500
	Iteration 90Q: 3 clusters Score -4537584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4537587.500000 Penalty: 3400.062500
	Iteration 91Q: 3 clusters Score -4537588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4537591.000000 Penalty: 3400.062500
	Iteration 92Q: 3 clusters Score -4537591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4537594.000000 Penalty: 3400.062500
	Iteration 93Q: 3 clusters Score -4537594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4537590.000000 Penalty: 3400.062500
	Iteration 94Q: 3 clusters Score -4537590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4537588.000000 Penalty: 3400.062500
	Iteration 95Q: 3 clusters Score -4537588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4537586.500000 Penalty: 3400.062500
	Iteration 96Q: 3 clusters Score -4537586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4537584.500000 Penalty: 3400.062500
	Iteration 97Q: 3 clusters Score -4537584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4537584.500000 Penalty: 3400.062500
	Iteration 98F: 3 clusters Score -4537584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -159908.812500 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -159908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158410.468750 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -158410.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158677.312500 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -158677.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -158762.359375 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -158762.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158827.640625 Penalty: 2262.113037
	Iteration 3Q: 3 clusters Score -158827.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158893.765625 Penalty: 2262.113037
	Iteration 4Q: 3 clusters Score -158893.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158963.296875 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -158963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159042.234375 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -159042.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159109.203125 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -159109.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159153.234375 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -159153.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159190.640625 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -159190.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159233.796875 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -159233.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159260.375000 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -159260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159289.906250 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -159289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159310.609375 Penalty: 2262.113037
	Iteration 13Q: 3 clusters Score -159310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159327.718750 Penalty: 2262.113037
	Iteration 14Q: 3 clusters Score -159327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159346.078125 Penalty: 2262.113037
	Iteration 15Q: 3 clusters Score -159346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159364.859375 Penalty: 2262.113037
	Iteration 16Q: 3 clusters Score -159364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159375.156250 Penalty: 2262.113037
	Iteration 17Q: 3 clusters Score -159375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159382.281250 Penalty: 2262.113037
	Iteration 18Q: 3 clusters Score -159382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159385.203125 Penalty: 2262.113037
	Iteration 19Q: 3 clusters Score -159385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159395.828125 Penalty: 2262.113037
	Iteration 20F: 3 clusters Score -159395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159411.078125 Penalty: 2262.113037
	Iteration 21Q: 3 clusters Score -159411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159427.468750 Penalty: 2262.113037
	Iteration 22Q: 3 clusters Score -159427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159435.656250 Penalty: 2262.113037
	Iteration 23Q: 3 clusters Score -159435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159451.203125 Penalty: 2262.113037
	Iteration 24Q: 3 clusters Score -159451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -159459.734375 Penalty: 2262.113037
	Iteration 25Q: 3 clusters Score -159459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159462.906250 Penalty: 2262.113037
	Iteration 26Q: 3 clusters Score -159462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159464.906250 Penalty: 2262.113037
	Iteration 27Q: 3 clusters Score -159464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159467.765625 Penalty: 2262.113037
	Iteration 28Q: 3 clusters Score -159467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159470.718750 Penalty: 2262.113037
	Iteration 29Q: 3 clusters Score -159470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159470.718750 Penalty: 2262.113037
	Iteration 30F: 3 clusters Score -159470.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Entering Unmasked Estep 
Score: -10102914.000000 Penalty: 1821.995361
	Iteration 0F: 2 clusters Score -1.010291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10055678.000000 Penalty: 3643.990723
	Iteration 0F: 3 clusters Score -1.005568e+07 nChanged 35188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -10075634.000000 Penalty: 3643.990723
	Iteration 1F: 3 clusters Score -1.007563e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -10076056.000000 Penalty: 3643.990723
	Iteration 2Q: 3 clusters Score -1.007606e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -10076376.000000 Penalty: 3643.990723
	Iteration 3Q: 3 clusters Score -1.007638e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -10076774.000000 Penalty: 3643.990723
	Iteration 4Q: 3 clusters Score -1.007677e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -10077291.000000 Penalty: 3643.990723
	Iteration 5Q: 3 clusters Score -1.007729e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -10078066.000000 Penalty: 3643.990723
	Iteration 6Q: 3 clusters Score -1.007807e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -10079171.000000 Penalty: 3643.990723
	Iteration 7Q: 3 clusters Score -1.007917e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -10081200.000000 Penalty: 3643.990723
	Iteration 8F: 3 clusters Score -1.00812e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -10084438.000000 Penalty: 3643.990723
	Iteration 9F: 3 clusters Score -1.008444e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -10088354.000000 Penalty: 3643.990723
	Iteration 10F: 3 clusters Score -1.008835e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -10092844.000000 Penalty: 3643.990723
	Iteration 11F: 3 clusters Score -1.009284e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -10096386.000000 Penalty: 3643.990723
	Iteration 12F: 3 clusters Score -1.009639e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -10098545.000000 Penalty: 3643.990723
	Iteration 13Q: 3 clusters Score -1.009854e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10099938.000000 Penalty: 3643.990723
	Iteration 14Q: 3 clusters Score -1.009994e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10100625.000000 Penalty: 3643.990723
	Iteration 15Q: 3 clusters Score -1.010062e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10100996.000000 Penalty: 3643.990723
	Iteration 16Q: 3 clusters Score -1.0101e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10101151.000000 Penalty: 3643.990723
	Iteration 17Q: 3 clusters Score -1.010115e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10101255.000000 Penalty: 3643.990723
	Iteration 18Q: 3 clusters Score -1.010126e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10101311.000000 Penalty: 3643.990723
	Iteration 19Q: 3 clusters Score -1.010131e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10101372.000000 Penalty: 3643.990723
	Iteration 20F: 3 clusters Score -1.010137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10101398.000000 Penalty: 3643.990723
	Iteration 21Q: 3 clusters Score -1.01014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10101408.000000 Penalty: 3643.990723
	Iteration 22Q: 3 clusters Score -1.010141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10101424.000000 Penalty: 3643.990723
	Iteration 23Q: 3 clusters Score -1.010142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10101427.000000 Penalty: 3643.990723
	Iteration 24Q: 3 clusters Score -1.010143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10101434.000000 Penalty: 3643.990723
	Iteration 25Q: 3 clusters Score -1.010143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10101429.000000 Penalty: 3643.990723
	Iteration 26Q: 3 clusters Score -1.010143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10101424.000000 Penalty: 3643.990723
	Iteration 27Q: 3 clusters Score -1.010142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10101433.000000 Penalty: 3643.990723
	Iteration 28Q: 3 clusters Score -1.010143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10101428.000000 Penalty: 3643.990723
	Iteration 29Q: 3 clusters Score -1.010143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10101436.000000 Penalty: 3643.990723
	Iteration 30Q: 3 clusters Score -1.010144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10101436.000000 Penalty: 3643.990723
	Iteration 31Q: 3 clusters Score -1.010144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10101436.000000 Penalty: 3643.990723
	Iteration 32Q: 3 clusters Score -1.010144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10101435.000000 Penalty: 3643.990723
	Iteration 33Q: 3 clusters Score -1.010144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10101433.000000 Penalty: 3643.990723
	Iteration 34Q: 3 clusters Score -1.010143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10101447.000000 Penalty: 3643.990723
	Iteration 35Q: 3 clusters Score -1.010145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10101442.000000 Penalty: 3643.990723
	Iteration 36Q: 3 clusters Score -1.010144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10101444.000000 Penalty: 3643.990723
	Iteration 37Q: 3 clusters Score -1.010144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10101444.000000 Penalty: 3643.990723
	Iteration 38F: 3 clusters Score -1.010144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -85570.218750 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -85570.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84379.960938 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -84379.96 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84546.601562 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -84546.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84587.179688 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -84587.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84616.500000 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -84616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84625.515625 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -84625.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84630.867188 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -84630.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84638.976562 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -84638.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84650.250000 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -84650.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84653.218750 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -84653.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84654.828125 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -84654.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84655.820312 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -84655.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84656.523438 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -84656.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84658.835938 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -84658.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84661.859375 Penalty: 2115.349854
	Iteration 13Q: 3 clusters Score -84661.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84662.343750 Penalty: 2115.349854
	Iteration 14Q: 3 clusters Score -84662.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84662.343750 Penalty: 2115.349854
	Iteration 15F: 3 clusters Score -84662.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -382615.562500 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -382615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -379990.031250 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -379990 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -380669.562500 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -380669.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -380852.187500 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -380852.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -380999.875000 Penalty: 2590.715088
	Iteration 3F: 3 clusters Score -380999.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -381134.062500 Penalty: 2590.715088
	Iteration 4F: 3 clusters Score -381134.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -381248.781250 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -381248.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -381362.937500 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -381362.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -381460.875000 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -381460.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -381533.437500 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -381533.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -381587.343750 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -381587.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -381632.468750 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -381632.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381655.218750 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -381655.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -381668.687500 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -381668.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381680.500000 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -381680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -381685.718750 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -381685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381686.468750 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -381686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381690.562500 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -381690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381694.218750 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -381694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -381697.875000 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -381697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -381701.187500 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -381701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -381702.187500 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -381702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -381702.687500 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -381702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381703.437500 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -381703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381704.343750 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -381704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381704.343750 Penalty: 2590.715088
	Iteration 24F: 3 clusters Score -381704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -35776.066406 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -35776.07 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 174 members 
Entering Unmasked Estep 
Score: -34892.382812 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -34892.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35058.843750 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -35058.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35118.824219 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -35118.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35134.601562 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -35134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35151.335938 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -35151.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35158.300781 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -35158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35161.027344 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -35161.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35161.027344 Penalty: 1881.737183
	Iteration 7F: 3 clusters Score -35161.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -282619.781250 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -282619.8 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 1101 members 
Entering Unmasked Estep 
Score: -280396.531250 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -280396.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -280894.625000 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -280894.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -281024.343750 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -281024.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -281086.343750 Penalty: 2493.948486
	Iteration 3Q: 3 clusters Score -281086.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -281127.375000 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -281127.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -281160.531250 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -281160.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281188.375000 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -281188.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281211.187500 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -281211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -281233.968750 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -281234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -281252.437500 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -281252.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -281270.875000 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -281270.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -281295.250000 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -281295.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281318.906250 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -281318.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -281334.593750 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -281334.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281347.500000 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -281347.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281362.750000 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -281362.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281381.250000 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -281381.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281393.593750 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -281393.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281407.656250 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -281407.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -281421.343750 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -281421.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281432.187500 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -281432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -281440.000000 Penalty: 2493.948486
	Iteration 21Q: 3 clusters Score -281440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281454.531250 Penalty: 2493.948486
	Iteration 22Q: 3 clusters Score -281454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -281466.718750 Penalty: 2493.948486
	Iteration 23Q: 3 clusters Score -281466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281476.343750 Penalty: 2493.948486
	Iteration 24Q: 3 clusters Score -281476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281487.375000 Penalty: 2493.948486
	Iteration 25Q: 3 clusters Score -281487.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281501.031250 Penalty: 2493.948486
	Iteration 26Q: 3 clusters Score -281501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -281509.843750 Penalty: 2493.948486
	Iteration 27Q: 3 clusters Score -281509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281518.968750 Penalty: 2493.948486
	Iteration 28Q: 3 clusters Score -281519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281530.218750 Penalty: 2493.948486
	Iteration 29Q: 3 clusters Score -281530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -281539.625000 Penalty: 2493.948486
	Iteration 30Q: 3 clusters Score -281539.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -281555.531250 Penalty: 2493.948486
	Iteration 31Q: 3 clusters Score -281555.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281576.906250 Penalty: 2493.948486
	Iteration 32Q: 3 clusters Score -281576.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281607.250000 Penalty: 2493.948486
	Iteration 33Q: 3 clusters Score -281607.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281631.625000 Penalty: 2493.948486
	Iteration 34Q: 3 clusters Score -281631.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -281659.718750 Penalty: 2493.948486
	Iteration 35Q: 3 clusters Score -281659.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281683.843750 Penalty: 2493.948486
	Iteration 36Q: 3 clusters Score -281683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -281704.906250 Penalty: 2493.948486
	Iteration 37Q: 3 clusters Score -281704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281726.250000 Penalty: 2493.948486
	Iteration 38Q: 3 clusters Score -281726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -281736.156250 Penalty: 2493.948486
	Iteration 39Q: 3 clusters Score -281736.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -281750.187500 Penalty: 2493.948486
	Iteration 40F: 3 clusters Score -281750.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -281773.750000 Penalty: 2493.948486
	Iteration 41Q: 3 clusters Score -281773.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281801.156250 Penalty: 2493.948486
	Iteration 42Q: 3 clusters Score -281801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281836.218750 Penalty: 2493.948486
	Iteration 43Q: 3 clusters Score -281836.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281864.437500 Penalty: 2493.948486
	Iteration 44Q: 3 clusters Score -281864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281886.031250 Penalty: 2493.948486
	Iteration 45Q: 3 clusters Score -281886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -281904.500000 Penalty: 2493.948486
	Iteration 46Q: 3 clusters Score -281904.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -281925.812500 Penalty: 2493.948486
	Iteration 47Q: 3 clusters Score -281925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281933.093750 Penalty: 2493.948486
	Iteration 48Q: 3 clusters Score -281933.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -281940.937500 Penalty: 2493.948486
	Iteration 49Q: 3 clusters Score -281940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -281945.031250 Penalty: 2493.948486
	Iteration 50Q: 3 clusters Score -281945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -281951.000000 Penalty: 2493.948486
	Iteration 51Q: 3 clusters Score -281951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -281955.468750 Penalty: 2493.948486
	Iteration 52Q: 3 clusters Score -281955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -281957.250000 Penalty: 2493.948486
	Iteration 53Q: 3 clusters Score -281957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -281957.250000 Penalty: 2493.948486
	Iteration 54F: 3 clusters Score -281957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -37110.242188 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -37110.24 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 213 members 
Entering Unmasked Estep 
Score: -36183.679688 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -36183.68 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36414.433594 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -36414.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36453.015625 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -36453.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36470.742188 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -36470.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36478.976562 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -36478.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36484.632812 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -36484.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36486.218750 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -36486.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36487.042969 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -36487.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36487.042969 Penalty: 1959.190430
	Iteration 8F: 3 clusters Score -36487.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -23512.136719 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -23512.14 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 98 members 
Entering Unmasked Estep 
Score: -22797.578125 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -22797.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22899.593750 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -22899.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22904.462891 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -22904.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22905.386719 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -22905.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22906.617188 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -22906.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22906.617188 Penalty: 1731.559692
	Iteration 5F: 3 clusters Score -22906.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30489.794922 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -30489.79 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 134 members 
Entering Unmasked Estep 
Score: -29683.945312 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -29683.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29846.054688 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -29846.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29896.322266 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -29896.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29956.189453 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -29956.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29979.492188 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -29979.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29990.125000 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -29990.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30002.146484 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -30002.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30008.156250 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -30008.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30008.156250 Penalty: 1833.619873
	Iteration 8F: 3 clusters Score -30008.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -121112.171875 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -121112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119659.429688 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -119659.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120014.773438 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -120014.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120194.921875 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -120194.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -120345.890625 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -120345.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -120474.617188 Penalty: 2261.804688
	Iteration 4F: 3 clusters Score -120474.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120572.492188 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -120572.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120614.632812 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -120614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120639.242188 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -120639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -120651.367188 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -120651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -120660.109375 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -120660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -120661.320312 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -120661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -120662.414062 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -120662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -120662.414062 Penalty: 2261.804688
	Iteration 12F: 3 clusters Score -120662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -71801.226562 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -71801.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70673.718750 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -70673.72 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70923.843750 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -70923.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71160.453125 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -71160.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71331.273438 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -71331.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71481.257812 Penalty: 2076.828125
	Iteration 4F: 3 clusters Score -71481.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71549.390625 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -71549.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71570.679688 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -71570.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71592.445312 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -71592.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71602.500000 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -71602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71607.242188 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -71607.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71616.484375 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -71616.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71623.093750 Penalty: 2076.828125
	Iteration 11Q: 3 clusters Score -71623.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71623.093750 Penalty: 2076.828125
	Iteration 12F: 3 clusters Score -71623.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -268194.437500 Penalty: 1238.921265
	Iteration 0F: 2 clusters Score -268194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -266052.718750 Penalty: 2477.842529
	Iteration 0F: 3 clusters Score -266052.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -266489.750000 Penalty: 2477.842529
	Iteration 1F: 3 clusters Score -266489.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -266629.406250 Penalty: 2477.842529
	Iteration 2F: 3 clusters Score -266629.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -266738.312500 Penalty: 2477.842529
	Iteration 3F: 3 clusters Score -266738.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -266840.843750 Penalty: 2477.842529
	Iteration 4F: 3 clusters Score -266840.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -266924.187500 Penalty: 2477.842529
	Iteration 5F: 3 clusters Score -266924.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266992.593750 Penalty: 2477.842529
	Iteration 6Q: 3 clusters Score -266992.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -267065.218750 Penalty: 2477.842529
	Iteration 7Q: 3 clusters Score -267065.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -267107.687500 Penalty: 2477.842529
	Iteration 8Q: 3 clusters Score -267107.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -267148.593750 Penalty: 2477.842529
	Iteration 9Q: 3 clusters Score -267148.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -267184.093750 Penalty: 2477.842529
	Iteration 10Q: 3 clusters Score -267184.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -267229.375000 Penalty: 2477.842529
	Iteration 11Q: 3 clusters Score -267229.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -267258.843750 Penalty: 2477.842529
	Iteration 12Q: 3 clusters Score -267258.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -267276.500000 Penalty: 2477.842529
	Iteration 13Q: 3 clusters Score -267276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -267290.687500 Penalty: 2477.842529
	Iteration 14Q: 3 clusters Score -267290.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -267306.625000 Penalty: 2477.842529
	Iteration 15Q: 3 clusters Score -267306.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -267324.875000 Penalty: 2477.842529
	Iteration 16Q: 3 clusters Score -267324.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -267337.875000 Penalty: 2477.842529
	Iteration 17Q: 3 clusters Score -267337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -267342.687500 Penalty: 2477.842529
	Iteration 18Q: 3 clusters Score -267342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -267348.406250 Penalty: 2477.842529
	Iteration 19Q: 3 clusters Score -267348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -267352.062500 Penalty: 2477.842529
	Iteration 20F: 3 clusters Score -267352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -267354.062500 Penalty: 2477.842529
	Iteration 21Q: 3 clusters Score -267354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -267358.125000 Penalty: 2477.842529
	Iteration 22Q: 3 clusters Score -267358.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -267362.781250 Penalty: 2477.842529
	Iteration 23Q: 3 clusters Score -267362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -267364.437500 Penalty: 2477.842529
	Iteration 24Q: 3 clusters Score -267364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -267366.156250 Penalty: 2477.842529
	Iteration 25Q: 3 clusters Score -267366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -267365.906250 Penalty: 2477.842529
	Iteration 26Q: 3 clusters Score -267365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -267365.906250 Penalty: 2477.842529
	Iteration 27F: 3 clusters Score -267365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Entering Unmasked Estep 
Score: -1257291.625000 Penalty: 1495.178345
	Iteration 0F: 2 clusters Score -1257292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1250172.625000 Penalty: 2990.356689
	Iteration 0F: 3 clusters Score -1250173 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1252500.625000 Penalty: 2990.356689
	Iteration 1F: 3 clusters Score -1252501 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1252894.125000 Penalty: 2990.356689
	Iteration 2F: 3 clusters Score -1252894 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1253277.875000 Penalty: 2990.356689
	Iteration 3F: 3 clusters Score -1253278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1253675.000000 Penalty: 2990.356689
	Iteration 4F: 3 clusters Score -1253675 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1254056.625000 Penalty: 2990.356689
	Iteration 5F: 3 clusters Score -1254057 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1254398.000000 Penalty: 2990.356689
	Iteration 6F: 3 clusters Score -1254398 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1254686.375000 Penalty: 2990.356689
	Iteration 7Q: 3 clusters Score -1254686 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1254915.750000 Penalty: 2990.356689
	Iteration 8Q: 3 clusters Score -1254916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1255115.000000 Penalty: 2990.356689
	Iteration 9Q: 3 clusters Score -1255115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1255281.750000 Penalty: 2990.356689
	Iteration 10Q: 3 clusters Score -1255282 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1255427.125000 Penalty: 2990.356689
	Iteration 11Q: 3 clusters Score -1255427 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1255561.875000 Penalty: 2990.356689
	Iteration 12Q: 3 clusters Score -1255562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1255677.375000 Penalty: 2990.356689
	Iteration 13Q: 3 clusters Score -1255677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1255770.750000 Penalty: 2990.356689
	Iteration 14Q: 3 clusters Score -1255771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1255842.875000 Penalty: 2990.356689
	Iteration 15Q: 3 clusters Score -1255843 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1255907.625000 Penalty: 2990.356689
	Iteration 16Q: 3 clusters Score -1255908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1255947.125000 Penalty: 2990.356689
	Iteration 17Q: 3 clusters Score -1255947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1255980.750000 Penalty: 2990.356689
	Iteration 18Q: 3 clusters Score -1255981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1256007.625000 Penalty: 2990.356689
	Iteration 19Q: 3 clusters Score -1256008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1256031.375000 Penalty: 2990.356689
	Iteration 20F: 3 clusters Score -1256031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1256045.750000 Penalty: 2990.356689
	Iteration 21Q: 3 clusters Score -1256046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1256062.500000 Penalty: 2990.356689
	Iteration 22Q: 3 clusters Score -1256062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1256072.750000 Penalty: 2990.356689
	Iteration 23Q: 3 clusters Score -1256073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1256080.000000 Penalty: 2990.356689
	Iteration 24Q: 3 clusters Score -1256080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1256091.125000 Penalty: 2990.356689
	Iteration 25Q: 3 clusters Score -1256091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1256095.375000 Penalty: 2990.356689
	Iteration 26Q: 3 clusters Score -1256095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1256097.000000 Penalty: 2990.356689
	Iteration 27Q: 3 clusters Score -1256097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1256100.250000 Penalty: 2990.356689
	Iteration 28Q: 3 clusters Score -1256100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1256104.625000 Penalty: 2990.356689
	Iteration 29Q: 3 clusters Score -1256105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1256111.125000 Penalty: 2990.356689
	Iteration 30Q: 3 clusters Score -1256111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1256109.875000 Penalty: 2990.356689
	Iteration 31Q: 3 clusters Score -1256110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1256115.875000 Penalty: 2990.356689
	Iteration 32Q: 3 clusters Score -1256116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1256121.375000 Penalty: 2990.356689
	Iteration 33Q: 3 clusters Score -1256121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1256124.250000 Penalty: 2990.356689
	Iteration 34Q: 3 clusters Score -1256124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1256127.500000 Penalty: 2990.356689
	Iteration 35Q: 3 clusters Score -1256128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1256129.500000 Penalty: 2990.356689
	Iteration 36Q: 3 clusters Score -1256130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1256128.500000 Penalty: 2990.356689
	Iteration 37Q: 3 clusters Score -1256128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1256129.000000 Penalty: 2990.356689
	Iteration 38Q: 3 clusters Score -1256129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1256128.750000 Penalty: 2990.356689
	Iteration 39Q: 3 clusters Score -1256129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1256130.000000 Penalty: 2990.356689
	Iteration 40F: 3 clusters Score -1256130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Entering Unmasked Estep 
Score: -5210413.500000 Penalty: 1718.022339
	Iteration 0F: 2 clusters Score -5210414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5184173.500000 Penalty: 3436.044678
	Iteration 0F: 3 clusters Score -5184174 nChanged 18256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5194282.500000 Penalty: 3436.044678
	Iteration 1F: 3 clusters Score -5194282 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5194787.500000 Penalty: 3436.044678
	Iteration 2Q: 3 clusters Score -5194788 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5195403.000000 Penalty: 3436.044678
	Iteration 3Q: 3 clusters Score -5195403 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5196385.500000 Penalty: 3436.044678
	Iteration 4F: 3 clusters Score -5196386 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -5197791.500000 Penalty: 3436.044678
	Iteration 5F: 3 clusters Score -5197792 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5199859.000000 Penalty: 3436.044678
	Iteration 6F: 3 clusters Score -5199859 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -5202366.000000 Penalty: 3436.044678
	Iteration 7F: 3 clusters Score -5202366 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5204882.000000 Penalty: 3436.044678
	Iteration 8F: 3 clusters Score -5204882 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5206823.500000 Penalty: 3436.044678
	Iteration 9F: 3 clusters Score -5206824 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5207981.000000 Penalty: 3436.044678
	Iteration 10Q: 3 clusters Score -5207981 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5208484.500000 Penalty: 3436.044678
	Iteration 11Q: 3 clusters Score -5208484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5208690.500000 Penalty: 3436.044678
	Iteration 12Q: 3 clusters Score -5208690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5208755.000000 Penalty: 3436.044678
	Iteration 13Q: 3 clusters Score -5208755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5208797.000000 Penalty: 3436.044678
	Iteration 14Q: 3 clusters Score -5208797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5208837.000000 Penalty: 3436.044678
	Iteration 15Q: 3 clusters Score -5208837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5208866.500000 Penalty: 3436.044678
	Iteration 16Q: 3 clusters Score -5208866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5208877.000000 Penalty: 3436.044678
	Iteration 17Q: 3 clusters Score -5208877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5208880.500000 Penalty: 3436.044678
	Iteration 18Q: 3 clusters Score -5208880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5208882.500000 Penalty: 3436.044678
	Iteration 19Q: 3 clusters Score -5208882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5208887.000000 Penalty: 3436.044678
	Iteration 20F: 3 clusters Score -5208887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5208887.000000 Penalty: 3436.044678
	Iteration 21Q: 3 clusters Score -5208887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5208887.000000 Penalty: 3436.044678
	Iteration 22F: 3 clusters Score -5208887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Entering Unmasked Estep 
Score: -1547825.625000 Penalty: 1529.233154
	Iteration 0F: 2 clusters Score -1547826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1539213.000000 Penalty: 3058.466309
	Iteration 0F: 3 clusters Score -1539213 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1542439.250000 Penalty: 3058.466309
	Iteration 1F: 3 clusters Score -1542439 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1543018.875000 Penalty: 3058.466309
	Iteration 2F: 3 clusters Score -1543019 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1543637.750000 Penalty: 3058.466309
	Iteration 3F: 3 clusters Score -1543638 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1544225.375000 Penalty: 3058.466309
	Iteration 4F: 3 clusters Score -1544225 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1544698.750000 Penalty: 3058.466309
	Iteration 5F: 3 clusters Score -1544699 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1545074.125000 Penalty: 3058.466309
	Iteration 6Q: 3 clusters Score -1545074 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1545428.875000 Penalty: 3058.466309
	Iteration 7Q: 3 clusters Score -1545429 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1545713.125000 Penalty: 3058.466309
	Iteration 8Q: 3 clusters Score -1545713 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1545924.250000 Penalty: 3058.466309
	Iteration 9Q: 3 clusters Score -1545924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1546061.750000 Penalty: 3058.466309
	Iteration 10Q: 3 clusters Score -1546062 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1546149.375000 Penalty: 3058.466309
	Iteration 11Q: 3 clusters Score -1546149 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1546213.375000 Penalty: 3058.466309
	Iteration 12Q: 3 clusters Score -1546213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1546274.000000 Penalty: 3058.466309
	Iteration 13Q: 3 clusters Score -1546274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1546333.000000 Penalty: 3058.466309
	Iteration 14Q: 3 clusters Score -1546333 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1546381.750000 Penalty: 3058.466309
	Iteration 15Q: 3 clusters Score -1546382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1546417.375000 Penalty: 3058.466309
	Iteration 16Q: 3 clusters Score -1546417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1546444.500000 Penalty: 3058.466309
	Iteration 17Q: 3 clusters Score -1546444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1546472.875000 Penalty: 3058.466309
	Iteration 18Q: 3 clusters Score -1546473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1546495.750000 Penalty: 3058.466309
	Iteration 19Q: 3 clusters Score -1546496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1546531.125000 Penalty: 3058.466309
	Iteration 20F: 3 clusters Score -1546531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1546568.625000 Penalty: 3058.466309
	Iteration 21Q: 3 clusters Score -1546569 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1546620.875000 Penalty: 3058.466309
	Iteration 22Q: 3 clusters Score -1546621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1546658.250000 Penalty: 3058.466309
	Iteration 23Q: 3 clusters Score -1546658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1546709.375000 Penalty: 3058.466309
	Iteration 24Q: 3 clusters Score -1546709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1546773.750000 Penalty: 3058.466309
	Iteration 25Q: 3 clusters Score -1546774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1546845.250000 Penalty: 3058.466309
	Iteration 26Q: 3 clusters Score -1546845 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1546941.250000 Penalty: 3058.466309
	Iteration 27Q: 3 clusters Score -1546941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1547072.500000 Penalty: 3058.466309
	Iteration 28Q: 3 clusters Score -1547072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1547179.000000 Penalty: 3058.466309
	Iteration 29Q: 3 clusters Score -1547179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1547284.875000 Penalty: 3058.466309
	Iteration 30Q: 3 clusters Score -1547285 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1547348.250000 Penalty: 3058.466309
	Iteration 31Q: 3 clusters Score -1547348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1547392.125000 Penalty: 3058.466309
	Iteration 32Q: 3 clusters Score -1547392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1547421.750000 Penalty: 3058.466309
	Iteration 33Q: 3 clusters Score -1547422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1547437.375000 Penalty: 3058.466309
	Iteration 34Q: 3 clusters Score -1547437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1547453.125000 Penalty: 3058.466309
	Iteration 35Q: 3 clusters Score -1547453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1547457.750000 Penalty: 3058.466309
	Iteration 36Q: 3 clusters Score -1547458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1547472.625000 Penalty: 3058.466309
	Iteration 37Q: 3 clusters Score -1547473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1547486.000000 Penalty: 3058.466309
	Iteration 38Q: 3 clusters Score -1547486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1547490.750000 Penalty: 3058.466309
	Iteration 39Q: 3 clusters Score -1547491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1547509.750000 Penalty: 3058.466309
	Iteration 40F: 3 clusters Score -1547510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1547519.250000 Penalty: 3058.466309
	Iteration 41Q: 3 clusters Score -1547519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1547528.000000 Penalty: 3058.466309
	Iteration 42Q: 3 clusters Score -1547528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1547536.750000 Penalty: 3058.466309
	Iteration 43Q: 3 clusters Score -1547537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1547543.500000 Penalty: 3058.466309
	Iteration 44Q: 3 clusters Score -1547544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1547547.875000 Penalty: 3058.466309
	Iteration 45Q: 3 clusters Score -1547548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1547555.750000 Penalty: 3058.466309
	Iteration 46Q: 3 clusters Score -1547556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1547554.625000 Penalty: 3058.466309
	Iteration 47Q: 3 clusters Score -1547555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1547553.125000 Penalty: 3058.466309
	Iteration 48Q: 3 clusters Score -1547553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1547554.500000 Penalty: 3058.466309
	Iteration 49Q: 3 clusters Score -1547554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1547558.000000 Penalty: 3058.466309
	Iteration 50Q: 3 clusters Score -1547558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1547559.750000 Penalty: 3058.466309
	Iteration 51Q: 3 clusters Score -1547560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1547562.500000 Penalty: 3058.466309
	Iteration 52Q: 3 clusters Score -1547562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1547566.000000 Penalty: 3058.466309
	Iteration 53Q: 3 clusters Score -1547566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1547563.875000 Penalty: 3058.466309
	Iteration 54Q: 3 clusters Score -1547564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1547565.500000 Penalty: 3058.466309
	Iteration 55Q: 3 clusters Score -1547566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1547566.500000 Penalty: 3058.466309
	Iteration 56Q: 3 clusters Score -1547566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1547569.125000 Penalty: 3058.466309
	Iteration 57Q: 3 clusters Score -1547569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1547572.625000 Penalty: 3058.466309
	Iteration 58Q: 3 clusters Score -1547573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1547568.125000 Penalty: 3058.466309
	Iteration 59Q: 3 clusters Score -1547568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1547567.750000 Penalty: 3058.466309
	Iteration 60F: 3 clusters Score -1547568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1547571.250000 Penalty: 3058.466309
	Iteration 61Q: 3 clusters Score -1547571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1547571.250000 Penalty: 3058.466309
	Iteration 62F: 3 clusters Score -1547571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -226778.281250 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -226778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224861.687500 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -224861.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225273.828125 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -225273.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -225404.046875 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -225404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -225520.953125 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -225521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -225606.812500 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -225606.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225686.171875 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -225686.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -225753.796875 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -225753.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225819.140625 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -225819.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -225914.875000 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -225914.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226060.687500 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -226060.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -226310.187500 Penalty: 2422.407471
	Iteration 10F: 3 clusters Score -226310.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -226513.531250 Penalty: 2422.407471
	Iteration 11F: 3 clusters Score -226513.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226651.234375 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -226651.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226707.671875 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -226707.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226728.718750 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -226728.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -226738.046875 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -226738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226743.968750 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -226744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226744.625000 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -226744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226744.625000 Penalty: 2422.407471
	Iteration 18F: 3 clusters Score -226744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (20678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Entering Unmasked Estep 
Score: -2757513.000000 Penalty: 1614.734131
	Iteration 0F: 2 clusters Score -2757513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2743394.250000 Penalty: 3229.468262
	Iteration 0F: 3 clusters Score -2743394 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2748577.250000 Penalty: 3229.468262
	Iteration 1F: 3 clusters Score -2748577 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2748916.000000 Penalty: 3229.468262
	Iteration 2Q: 3 clusters Score -2748916 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2749249.000000 Penalty: 3229.468262
	Iteration 3Q: 3 clusters Score -2749249 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2749573.250000 Penalty: 3229.468262
	Iteration 4Q: 3 clusters Score -2749573 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2749960.000000 Penalty: 3229.468262
	Iteration 5Q: 3 clusters Score -2749960 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2750409.000000 Penalty: 3229.468262
	Iteration 6Q: 3 clusters Score -2750409 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2750847.000000 Penalty: 3229.468262
	Iteration 7Q: 3 clusters Score -2750847 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2751409.250000 Penalty: 3229.468262
	Iteration 8Q: 3 clusters Score -2751409 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2752019.500000 Penalty: 3229.468262
	Iteration 9Q: 3 clusters Score -2752020 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2752678.750000 Penalty: 3229.468262
	Iteration 10Q: 3 clusters Score -2752679 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2753343.500000 Penalty: 3229.468262
	Iteration 11Q: 3 clusters Score -2753344 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2753893.500000 Penalty: 3229.468262
	Iteration 12Q: 3 clusters Score -2753894 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2754347.000000 Penalty: 3229.468262
	Iteration 13Q: 3 clusters Score -2754347 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2754715.500000 Penalty: 3229.468262
	Iteration 14Q: 3 clusters Score -2754716 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2755004.250000 Penalty: 3229.468262
	Iteration 15Q: 3 clusters Score -2755004 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2755233.750000 Penalty: 3229.468262
	Iteration 16Q: 3 clusters Score -2755234 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2755461.250000 Penalty: 3229.468262
	Iteration 17Q: 3 clusters Score -2755461 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2755652.000000 Penalty: 3229.468262
	Iteration 18Q: 3 clusters Score -2755652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2755831.000000 Penalty: 3229.468262
	Iteration 19Q: 3 clusters Score -2755831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2755966.750000 Penalty: 3229.468262
	Iteration 20F: 3 clusters Score -2755967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2756043.500000 Penalty: 3229.468262
	Iteration 21Q: 3 clusters Score -2756044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2756103.500000 Penalty: 3229.468262
	Iteration 22Q: 3 clusters Score -2756104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2756137.250000 Penalty: 3229.468262
	Iteration 23Q: 3 clusters Score -2756137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2756169.750000 Penalty: 3229.468262
	Iteration 24Q: 3 clusters Score -2756170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2756190.250000 Penalty: 3229.468262
	Iteration 25Q: 3 clusters Score -2756190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2756207.750000 Penalty: 3229.468262
	Iteration 26Q: 3 clusters Score -2756208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2756221.750000 Penalty: 3229.468262
	Iteration 27Q: 3 clusters Score -2756222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2756224.250000 Penalty: 3229.468262
	Iteration 28Q: 3 clusters Score -2756224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2756236.500000 Penalty: 3229.468262
	Iteration 29Q: 3 clusters Score -2756236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2756245.750000 Penalty: 3229.468262
	Iteration 30Q: 3 clusters Score -2756246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2756253.250000 Penalty: 3229.468262
	Iteration 31Q: 3 clusters Score -2756253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2756256.500000 Penalty: 3229.468262
	Iteration 32Q: 3 clusters Score -2756256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2756255.750000 Penalty: 3229.468262
	Iteration 33Q: 3 clusters Score -2756256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2756264.500000 Penalty: 3229.468262
	Iteration 34Q: 3 clusters Score -2756264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2756270.750000 Penalty: 3229.468262
	Iteration 35Q: 3 clusters Score -2756271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2756274.000000 Penalty: 3229.468262
	Iteration 36Q: 3 clusters Score -2756274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2756268.500000 Penalty: 3229.468262
	Iteration 37Q: 3 clusters Score -2756268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2756281.000000 Penalty: 3229.468262
	Iteration 38Q: 3 clusters Score -2756281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2756289.250000 Penalty: 3229.468262
	Iteration 39Q: 3 clusters Score -2756289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2756285.750000 Penalty: 3229.468262
	Iteration 40F: 3 clusters Score -2756286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2756293.250000 Penalty: 3229.468262
	Iteration 41Q: 3 clusters Score -2756293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2756296.500000 Penalty: 3229.468262
	Iteration 42Q: 3 clusters Score -2756296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2756298.250000 Penalty: 3229.468262
	Iteration 43Q: 3 clusters Score -2756298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2756298.250000 Penalty: 3229.468262
	Iteration 44Q: 3 clusters Score -2756298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2756300.750000 Penalty: 3229.468262
	Iteration 45Q: 3 clusters Score -2756301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2756303.000000 Penalty: 3229.468262
	Iteration 46Q: 3 clusters Score -2756303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2756307.000000 Penalty: 3229.468262
	Iteration 47Q: 3 clusters Score -2756307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2756306.750000 Penalty: 3229.468262
	Iteration 48Q: 3 clusters Score -2756307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2756308.750000 Penalty: 3229.468262
	Iteration 49Q: 3 clusters Score -2756309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2756308.750000 Penalty: 3229.468262
	Iteration 50F: 3 clusters Score -2756309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -202014.156250 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -202014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -200374.843750 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -200374.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200679.984375 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -200680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -200778.484375 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -200778.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -200822.531250 Penalty: 2319.356934
	Iteration 3Q: 3 clusters Score -200822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200837.671875 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -200837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -200848.750000 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -200848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -200858.406250 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -200858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -200863.187500 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -200863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -200867.078125 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -200867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -200872.921875 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -200872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200878.000000 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -200878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -200882.265625 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -200882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -200883.953125 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -200884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200888.453125 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -200888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -200891.390625 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -200891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -200893.687500 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -200893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -200895.953125 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -200896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200901.968750 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -200902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -200904.625000 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -200904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200906.296875 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -200906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200908.968750 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -200909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200911.828125 Penalty: 2319.356934
	Iteration 21Q: 3 clusters Score -200911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -200919.718750 Penalty: 2319.356934
	Iteration 22Q: 3 clusters Score -200919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -200930.421875 Penalty: 2319.356934
	Iteration 23Q: 3 clusters Score -200930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -200935.796875 Penalty: 2319.356934
	Iteration 24Q: 3 clusters Score -200935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -200944.953125 Penalty: 2319.356934
	Iteration 25Q: 3 clusters Score -200945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -200951.015625 Penalty: 2319.356934
	Iteration 26Q: 3 clusters Score -200951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -200952.984375 Penalty: 2319.356934
	Iteration 27Q: 3 clusters Score -200953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -200955.734375 Penalty: 2319.356934
	Iteration 28Q: 3 clusters Score -200955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -200955.734375 Penalty: 2319.356934
	Iteration 29F: 3 clusters Score -200955.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (69879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Entering Unmasked Estep 
Score: -9513856.000000 Penalty: 1812.609497
	Iteration 0F: 2 clusters Score -9513856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -9468530.000000 Penalty: 3625.218994
	Iteration 0F: 3 clusters Score -9468530 nChanged 33082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -9487537.000000 Penalty: 3625.218994
	Iteration 1F: 3 clusters Score -9487537 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -9488256.000000 Penalty: 3625.218994
	Iteration 2Q: 3 clusters Score -9488256 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -9489454.000000 Penalty: 3625.218994
	Iteration 3Q: 3 clusters Score -9489454 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -9491401.000000 Penalty: 3625.218994
	Iteration 4F: 3 clusters Score -9491401 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -9494381.000000 Penalty: 3625.218994
	Iteration 5F: 3 clusters Score -9494381 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9498547.000000 Penalty: 3625.218994
	Iteration 6F: 3 clusters Score -9498547 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -9503839.000000 Penalty: 3625.218994
	Iteration 7F: 3 clusters Score -9503839 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9508250.000000 Penalty: 3625.218994
	Iteration 8F: 3 clusters Score -9508250 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -9510616.000000 Penalty: 3625.218994
	Iteration 9Q: 3 clusters Score -9510616 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -9511585.000000 Penalty: 3625.218994
	Iteration 10Q: 3 clusters Score -9511585 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -9512025.000000 Penalty: 3625.218994
	Iteration 11Q: 3 clusters Score -9512025 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -9512385.000000 Penalty: 3625.218994
	Iteration 12Q: 3 clusters Score -9512385 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -9512599.000000 Penalty: 3625.218994
	Iteration 13Q: 3 clusters Score -9512599 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -9512719.000000 Penalty: 3625.218994
	Iteration 14Q: 3 clusters Score -9512719 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -9512796.000000 Penalty: 3625.218994
	Iteration 15Q: 3 clusters Score -9512796 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -9512878.000000 Penalty: 3625.218994
	Iteration 16Q: 3 clusters Score -9512878 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -9512927.000000 Penalty: 3625.218994
	Iteration 17Q: 3 clusters Score -9512927 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -9512981.000000 Penalty: 3625.218994
	Iteration 18Q: 3 clusters Score -9512981 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -9513045.000000 Penalty: 3625.218994
	Iteration 19Q: 3 clusters Score -9513045 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -9513078.000000 Penalty: 3625.218994
	Iteration 20F: 3 clusters Score -9513078 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -9513075.000000 Penalty: 3625.218994
	Iteration 21Q: 3 clusters Score -9513075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -9513133.000000 Penalty: 3625.218994
	Iteration 22Q: 3 clusters Score -9513133 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -9513144.000000 Penalty: 3625.218994
	Iteration 23Q: 3 clusters Score -9513144 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -9513197.000000 Penalty: 3625.218994
	Iteration 24Q: 3 clusters Score -9513197 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -9513199.000000 Penalty: 3625.218994
	Iteration 25Q: 3 clusters Score -9513199 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -9513205.000000 Penalty: 3625.218994
	Iteration 26Q: 3 clusters Score -9513205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -9513229.000000 Penalty: 3625.218994
	Iteration 27Q: 3 clusters Score -9513229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -9513248.000000 Penalty: 3625.218994
	Iteration 28Q: 3 clusters Score -9513248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -9513250.000000 Penalty: 3625.218994
	Iteration 29Q: 3 clusters Score -9513250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -9513256.000000 Penalty: 3625.218994
	Iteration 30Q: 3 clusters Score -9513256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -9513296.000000 Penalty: 3625.218994
	Iteration 31Q: 3 clusters Score -9513296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -9513280.000000 Penalty: 3625.218994
	Iteration 32Q: 3 clusters Score -9513280 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9513306 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9513307 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9513345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9513331 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9513348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9513362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -9513354.000000 Penalty: 3625.218994
	Iteration 39Q: 3 clusters Score -9513354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -9513384.000000 Penalty: 3625.218994
	Iteration 40F: 3 clusters Score -9513384 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9513384 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -9513400.000000 Penalty: 3625.218994
	Iteration 42Q: 3 clusters Score -9513400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9513394 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -9513391.000000 Penalty: 3625.218994
	Iteration 44Q: 3 clusters Score -9513391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9513394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -9513432.000000 Penalty: 3625.218994
	Iteration 46Q: 3 clusters Score -9513432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9513441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -9513448.000000 Penalty: 3625.218994
	Iteration 48Q: 3 clusters Score -9513448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9513472.000000 Penalty: 3625.218994
	Iteration 49Q: 3 clusters Score -9513472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -9513477.000000 Penalty: 3625.218994
	Iteration 50Q: 3 clusters Score -9513477 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9513481 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9513481 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -9513469.000000 Penalty: 3625.218994
	Iteration 53Q: 3 clusters Score -9513469 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9513511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9513525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -9513522.000000 Penalty: 3625.218994
	Iteration 56Q: 3 clusters Score -9513522 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -9513516.000000 Penalty: 3625.218994
	Iteration 57Q: 3 clusters Score -9513516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -9513522.000000 Penalty: 3625.218994
	Iteration 58Q: 3 clusters Score -9513522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -9513505.000000 Penalty: 3625.218994
	Iteration 59Q: 3 clusters Score -9513505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -9513497.000000 Penalty: 3625.218994
	Iteration 60F: 3 clusters Score -9513497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -9513499.000000 Penalty: 3625.218994
	Iteration 61Q: 3 clusters Score -9513499 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -9513489.000000 Penalty: 3625.218994
	Iteration 62Q: 3 clusters Score -9513489 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9513482 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9513486 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9513486 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9513482 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -9513461.000000 Penalty: 3625.218994
	Iteration 67Q: 3 clusters Score -9513461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9513463 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -9513465.000000 Penalty: 3625.218994
	Iteration 69Q: 3 clusters Score -9513465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -9513437.000000 Penalty: 3625.218994
	Iteration 70Q: 3 clusters Score -9513437 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -9513444.000000 Penalty: 3625.218994
	Iteration 71Q: 3 clusters Score -9513444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -9513427.000000 Penalty: 3625.218994
	Iteration 72Q: 3 clusters Score -9513427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -9513430.000000 Penalty: 3625.218994
	Iteration 73Q: 3 clusters Score -9513430 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -9513418.000000 Penalty: 3625.218994
	Iteration 74Q: 3 clusters Score -9513418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -9513425.000000 Penalty: 3625.218994
	Iteration 75Q: 3 clusters Score -9513425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -9513419.000000 Penalty: 3625.218994
	Iteration 76Q: 3 clusters Score -9513419 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9513419 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9513418 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -9513402.000000 Penalty: 3625.218994
	Iteration 79Q: 3 clusters Score -9513402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -9513391.000000 Penalty: 3625.218994
	Iteration 80F: 3 clusters Score -9513391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -9513390.000000 Penalty: 3625.218994
	Iteration 81Q: 3 clusters Score -9513390 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9513394 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -9513375.000000 Penalty: 3625.218994
	Iteration 83Q: 3 clusters Score -9513375 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -9513377.000000 Penalty: 3625.218994
	Iteration 84Q: 3 clusters Score -9513377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -9513385.000000 Penalty: 3625.218994
	Iteration 85Q: 3 clusters Score -9513385 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -9513386.000000 Penalty: 3625.218994
	Iteration 86Q: 3 clusters Score -9513386 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9513394 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9513385 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3539 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9513385 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9513392.000000 Penalty: 3625.218994
	Iteration 90Q: 3 clusters Score -9513392 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9513388 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9513384 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9513388 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -9513398.000000 Penalty: 3625.218994
	Iteration 94Q: 3 clusters Score -9513398 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -9513397.000000 Penalty: 3625.218994
	Iteration 95Q: 3 clusters Score -9513397 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -9513378.000000 Penalty: 3625.218994
	Iteration 96Q: 3 clusters Score -9513378 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3330 members 
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Entering Unmasked Estep 
Score: -9513381.000000 Penalty: 3625.218994
	Iteration 97Q: 3 clusters Score -9513381 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9513388 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9513384 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9513386 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -9513389.000000 Penalty: 3625.218994
	Iteration 101Q: 3 clusters Score -9513389 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -9513395.000000 Penalty: 3625.218994
	Iteration 102Q: 3 clusters Score -9513395 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9513386 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9513385 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9513387 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9513394 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9513384 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9513384 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9513375 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9513367 nChanged 7
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Mstep: Class 1 contains 3072 members 
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	Iteration 111Q: 3 clusters Score -9513361 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9513356 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3057 members 
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	Iteration 113Q: 3 clusters Score -9513361 nChanged 11
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Mstep: Class 1 contains 3048 members 
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	Iteration 114Q: 3 clusters Score -9513357 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3037 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9513350 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9513350 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3027 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9513343 nChanged 5
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Mstep: Class 1 contains 3022 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9513348 nChanged 4
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Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9513348 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -9513341.000000 Penalty: 3625.218994
	Iteration 120F: 3 clusters Score -9513341 nChanged 3
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Mstep: Class 1 contains 3011 members 
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	Iteration 121Q: 3 clusters Score -9513343 nChanged 3
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Mstep: Class 1 contains 3008 members 
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	Iteration 122Q: 3 clusters Score -9513354 nChanged 3
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	Iteration 123Q: 3 clusters Score -9513358 nChanged 2
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	Iteration 124Q: 3 clusters Score -9513358 nChanged 1
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	Iteration 125Q: 3 clusters Score -9513350 nChanged 1
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9513353 nChanged 1
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Entering Unmasked Estep 
Score: -9513349.000000 Penalty: 3625.218994
	Iteration 127Q: 3 clusters Score -9513349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -9513352.000000 Penalty: 3625.218994
	Iteration 128Q: 3 clusters Score -9513352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -9513338.000000 Penalty: 3625.218994
	Iteration 129Q: 3 clusters Score -9513338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -9513340.000000 Penalty: 3625.218994
	Iteration 130Q: 3 clusters Score -9513340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -9513346.000000 Penalty: 3625.218994
	Iteration 131Q: 3 clusters Score -9513346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -9513351.000000 Penalty: 3625.218994
	Iteration 132Q: 3 clusters Score -9513351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -9513355.000000 Penalty: 3625.218994
	Iteration 133Q: 3 clusters Score -9513355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9513352.000000 Penalty: 3625.218994
	Iteration 134Q: 3 clusters Score -9513352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9513352.000000 Penalty: 3625.218994
	Iteration 135F: 3 clusters Score -9513352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -175569.218750 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -175569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -173868.718750 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -173868.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -174244.328125 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -174244.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174395.796875 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -174395.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174499.031250 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -174499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174592.796875 Penalty: 2350.403320
	Iteration 4F: 3 clusters Score -174592.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -174688.625000 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -174688.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174769.843750 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -174769.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174837.140625 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -174837.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -174882.562500 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -174882.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174916.781250 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -174916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -174934.531250 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -174934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -174943.937500 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -174943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174951.406250 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -174951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -174961.734375 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -174961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174971.203125 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -174971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174973.531250 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -174973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174977.125000 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -174977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174979.156250 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -174979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174979.531250 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -174979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174979.531250 Penalty: 2350.403320
	Iteration 19F: 3 clusters Score -174979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -5957.441406 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -5957.441 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 88 members 
Entering Unmasked Estep 
Score: -5221.750488 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -5221.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5285.326660 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -5285.327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5317.596680 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -5317.597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5338.605957 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -5338.606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5352.987305 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -5352.987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5362.917969 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -5362.918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5373.062012 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -5373.062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5390.114258 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -5390.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5400.422852 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -5400.423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5406.291016 Penalty: 1734.699951
	Iteration 9Q: 3 clusters Score -5406.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5412.792480 Penalty: 1734.699951
	Iteration 10Q: 3 clusters Score -5412.792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5412.792480 Penalty: 1734.699951
	Iteration 11F: 3 clusters Score -5412.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -16386.455078 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -16386.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15617.632812 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -15617.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15714.973633 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -15714.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15747.548828 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -15747.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15799.933594 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -15799.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15829.677734 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -15829.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15830.408203 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -15830.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15830.408203 Penalty: 1802.182617
	Iteration 6F: 3 clusters Score -15830.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -176196.750000 Penalty: 1192.569336
	Iteration 0F: 2 clusters Score -176196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174443.421875 Penalty: 2385.138672
	Iteration 0F: 3 clusters Score -174443.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175052.843750 Penalty: 2385.138672
	Iteration 1F: 3 clusters Score -175052.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175249.468750 Penalty: 2385.138672
	Iteration 2F: 3 clusters Score -175249.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -175329.015625 Penalty: 2385.138672
	Iteration 3F: 3 clusters Score -175329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175386.078125 Penalty: 2385.138672
	Iteration 4Q: 3 clusters Score -175386.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -175442.359375 Penalty: 2385.138672
	Iteration 5Q: 3 clusters Score -175442.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -175486.062500 Penalty: 2385.138672
	Iteration 6Q: 3 clusters Score -175486.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175529.390625 Penalty: 2385.138672
	Iteration 7Q: 3 clusters Score -175529.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175571.078125 Penalty: 2385.138672
	Iteration 8Q: 3 clusters Score -175571.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175612.109375 Penalty: 2385.138672
	Iteration 9Q: 3 clusters Score -175612.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175642.531250 Penalty: 2385.138672
	Iteration 10Q: 3 clusters Score -175642.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175662.250000 Penalty: 2385.138672
	Iteration 11Q: 3 clusters Score -175662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175675.875000 Penalty: 2385.138672
	Iteration 12Q: 3 clusters Score -175675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175683.312500 Penalty: 2385.138672
	Iteration 13Q: 3 clusters Score -175683.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175691.359375 Penalty: 2385.138672
	Iteration 14Q: 3 clusters Score -175691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175695.250000 Penalty: 2385.138672
	Iteration 15Q: 3 clusters Score -175695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175697.734375 Penalty: 2385.138672
	Iteration 16Q: 3 clusters Score -175697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175699.421875 Penalty: 2385.138672
	Iteration 17Q: 3 clusters Score -175699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175699.859375 Penalty: 2385.138672
	Iteration 18Q: 3 clusters Score -175699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175702.015625 Penalty: 2385.138672
	Iteration 19Q: 3 clusters Score -175702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -175704.687500 Penalty: 2385.138672
	Iteration 20F: 3 clusters Score -175704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175710.203125 Penalty: 2385.138672
	Iteration 21Q: 3 clusters Score -175710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -175713.437500 Penalty: 2385.138672
	Iteration 22Q: 3 clusters Score -175713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175717.062500 Penalty: 2385.138672
	Iteration 23Q: 3 clusters Score -175717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175717.312500 Penalty: 2385.138672
	Iteration 24Q: 3 clusters Score -175717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175717.312500 Penalty: 2385.138672
	Iteration 25F: 3 clusters Score -175717.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -44822.445312 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -44822.45 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 182 members 
Entering Unmasked Estep 
Score: -43892.546875 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -43892.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44015.027344 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -44015.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44070.855469 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -44070.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44093.300781 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -44093.3 nChanged 6
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: -44108.535156 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -44108.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44124.789062 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -44124.79 nChanged 5
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: -44140.585938 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -44140.59 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: -44159.296875 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -44159.3 nChanged 2
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: -44167.218750 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -44167.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44170.515625 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -44170.52 nChanged 1
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: -44171.929688 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -44171.93 nChanged 0
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: -44171.929688 Penalty: 1923.640503
	Iteration 11F: 3 clusters Score -44171.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -434262.718750 Penalty: 1314.041748
	Iteration 0F: 2 clusters Score -434262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -431413.000000 Penalty: 2628.083496
	Iteration 0F: 3 clusters Score -431413 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -432158.625000 Penalty: 2628.083496
	Iteration 1F: 3 clusters Score -432158.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -432299.625000 Penalty: 2628.083496
	Iteration 2F: 3 clusters Score -432299.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -432376.781250 Penalty: 2628.083496
	Iteration 3Q: 3 clusters Score -432376.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -432413.843750 Penalty: 2628.083496
	Iteration 4Q: 3 clusters Score -432413.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -432446.156250 Penalty: 2628.083496
	Iteration 5Q: 3 clusters Score -432446.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -432476.312500 Penalty: 2628.083496
	Iteration 6Q: 3 clusters Score -432476.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -432491.562500 Penalty: 2628.083496
	Iteration 7Q: 3 clusters Score -432491.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -432506.156250 Penalty: 2628.083496
	Iteration 8Q: 3 clusters Score -432506.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -432513.593750 Penalty: 2628.083496
	Iteration 9Q: 3 clusters Score -432513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -432520.125000 Penalty: 2628.083496
	Iteration 10Q: 3 clusters Score -432520.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -432526.218750 Penalty: 2628.083496
	Iteration 11Q: 3 clusters Score -432526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -432532.500000 Penalty: 2628.083496
	Iteration 12Q: 3 clusters Score -432532.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -432538.000000 Penalty: 2628.083496
	Iteration 13Q: 3 clusters Score -432538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -432542.468750 Penalty: 2628.083496
	Iteration 14Q: 3 clusters Score -432542.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -432547.250000 Penalty: 2628.083496
	Iteration 15Q: 3 clusters Score -432547.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -432551.843750 Penalty: 2628.083496
	Iteration 16Q: 3 clusters Score -432551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -432560.625000 Penalty: 2628.083496
	Iteration 17Q: 3 clusters Score -432560.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -432572.187500 Penalty: 2628.083496
	Iteration 18Q: 3 clusters Score -432572.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -432581.656250 Penalty: 2628.083496
	Iteration 19Q: 3 clusters Score -432581.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -432591.406250 Penalty: 2628.083496
	Iteration 20F: 3 clusters Score -432591.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -432604.843750 Penalty: 2628.083496
	Iteration 21Q: 3 clusters Score -432604.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -432614.187500 Penalty: 2628.083496
	Iteration 22Q: 3 clusters Score -432614.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -432621.812500 Penalty: 2628.083496
	Iteration 23Q: 3 clusters Score -432621.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -432631.375000 Penalty: 2628.083496
	Iteration 24Q: 3 clusters Score -432631.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -432640.125000 Penalty: 2628.083496
	Iteration 25Q: 3 clusters Score -432640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -432646.375000 Penalty: 2628.083496
	Iteration 26Q: 3 clusters Score -432646.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -432652.656250 Penalty: 2628.083496
	Iteration 27Q: 3 clusters Score -432652.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -432662.000000 Penalty: 2628.083496
	Iteration 28Q: 3 clusters Score -432662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -432675.031250 Penalty: 2628.083496
	Iteration 29Q: 3 clusters Score -432675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -432690.031250 Penalty: 2628.083496
	Iteration 30Q: 3 clusters Score -432690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -432704.562500 Penalty: 2628.083496
	Iteration 31Q: 3 clusters Score -432704.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432717.593750 Penalty: 2628.083496
	Iteration 32Q: 3 clusters Score -432717.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -432730.031250 Penalty: 2628.083496
	Iteration 33Q: 3 clusters Score -432730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -432740.031250 Penalty: 2628.083496
	Iteration 34Q: 3 clusters Score -432740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -432748.750000 Penalty: 2628.083496
	Iteration 35Q: 3 clusters Score -432748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -432755.937500 Penalty: 2628.083496
	Iteration 36Q: 3 clusters Score -432755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -432760.375000 Penalty: 2628.083496
	Iteration 37Q: 3 clusters Score -432760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -432763.187500 Penalty: 2628.083496
	Iteration 38Q: 3 clusters Score -432763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -432766.187500 Penalty: 2628.083496
	Iteration 39Q: 3 clusters Score -432766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -432768.687500 Penalty: 2628.083496
	Iteration 40F: 3 clusters Score -432768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -432772.531250 Penalty: 2628.083496
	Iteration 41Q: 3 clusters Score -432772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -432776.937500 Penalty: 2628.083496
	Iteration 42Q: 3 clusters Score -432776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -432780.218750 Penalty: 2628.083496
	Iteration 43Q: 3 clusters Score -432780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -432785.343750 Penalty: 2628.083496
	Iteration 44Q: 3 clusters Score -432785.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -432790.031250 Penalty: 2628.083496
	Iteration 45Q: 3 clusters Score -432790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -432793.437500 Penalty: 2628.083496
	Iteration 46Q: 3 clusters Score -432793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -432798.281250 Penalty: 2628.083496
	Iteration 47Q: 3 clusters Score -432798.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432804.843750 Penalty: 2628.083496
	Iteration 48Q: 3 clusters Score -432804.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -432811.625000 Penalty: 2628.083496
	Iteration 49Q: 3 clusters Score -432811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -432822.968750 Penalty: 2628.083496
	Iteration 50Q: 3 clusters Score -432823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -432828.656250 Penalty: 2628.083496
	Iteration 51Q: 3 clusters Score -432828.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -432832.968750 Penalty: 2628.083496
	Iteration 52Q: 3 clusters Score -432833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -432838.843750 Penalty: 2628.083496
	Iteration 53Q: 3 clusters Score -432838.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -432844.625000 Penalty: 2628.083496
	Iteration 54Q: 3 clusters Score -432844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -432848.812500 Penalty: 2628.083496
	Iteration 55Q: 3 clusters Score -432848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -432854.000000 Penalty: 2628.083496
	Iteration 56Q: 3 clusters Score -432854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -432857.625000 Penalty: 2628.083496
	Iteration 57Q: 3 clusters Score -432857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -432862.062500 Penalty: 2628.083496
	Iteration 58Q: 3 clusters Score -432862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -432869.093750 Penalty: 2628.083496
	Iteration 59Q: 3 clusters Score -432869.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -432876.937500 Penalty: 2628.083496
	Iteration 60F: 3 clusters Score -432876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -432880.593750 Penalty: 2628.083496
	Iteration 61Q: 3 clusters Score -432880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -432884.718750 Penalty: 2628.083496
	Iteration 62Q: 3 clusters Score -432884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -432887.312500 Penalty: 2628.083496
	Iteration 63Q: 3 clusters Score -432887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -432889.625000 Penalty: 2628.083496
	Iteration 64Q: 3 clusters Score -432889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -432894.125000 Penalty: 2628.083496
	Iteration 65Q: 3 clusters Score -432894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -432898.000000 Penalty: 2628.083496
	Iteration 66Q: 3 clusters Score -432898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -432900.468750 Penalty: 2628.083496
	Iteration 67Q: 3 clusters Score -432900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -432903.250000 Penalty: 2628.083496
	Iteration 68Q: 3 clusters Score -432903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -432906.718750 Penalty: 2628.083496
	Iteration 69Q: 3 clusters Score -432906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -432909.187500 Penalty: 2628.083496
	Iteration 70Q: 3 clusters Score -432909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -432912.562500 Penalty: 2628.083496
	Iteration 71Q: 3 clusters Score -432912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -432917.906250 Penalty: 2628.083496
	Iteration 72Q: 3 clusters Score -432917.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -432927.500000 Penalty: 2628.083496
	Iteration 73Q: 3 clusters Score -432927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -432933.812500 Penalty: 2628.083496
	Iteration 74Q: 3 clusters Score -432933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -432940.781250 Penalty: 2628.083496
	Iteration 75Q: 3 clusters Score -432940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -432948.125000 Penalty: 2628.083496
	Iteration 76Q: 3 clusters Score -432948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -432954.187500 Penalty: 2628.083496
	Iteration 77Q: 3 clusters Score -432954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -432961.781250 Penalty: 2628.083496
	Iteration 78Q: 3 clusters Score -432961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -432969.781250 Penalty: 2628.083496
	Iteration 79Q: 3 clusters Score -432969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -432980.843750 Penalty: 2628.083496
	Iteration 80F: 3 clusters Score -432980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -432987.500000 Penalty: 2628.083496
	Iteration 81Q: 3 clusters Score -432987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -432993.875000 Penalty: 2628.083496
	Iteration 82Q: 3 clusters Score -432993.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -432999.687500 Penalty: 2628.083496
	Iteration 83Q: 3 clusters Score -432999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -433007.750000 Penalty: 2628.083496
	Iteration 84Q: 3 clusters Score -433007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -433014.312500 Penalty: 2628.083496
	Iteration 85Q: 3 clusters Score -433014.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -433020.500000 Penalty: 2628.083496
	Iteration 86Q: 3 clusters Score -433020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -433024.500000 Penalty: 2628.083496
	Iteration 87Q: 3 clusters Score -433024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -433031.187500 Penalty: 2628.083496
	Iteration 88Q: 3 clusters Score -433031.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -433037.406250 Penalty: 2628.083496
	Iteration 89Q: 3 clusters Score -433037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -433042.843750 Penalty: 2628.083496
	Iteration 90Q: 3 clusters Score -433042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -433045.468750 Penalty: 2628.083496
	Iteration 91Q: 3 clusters Score -433045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -433046.250000 Penalty: 2628.083496
	Iteration 92Q: 3 clusters Score -433046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -433048.343750 Penalty: 2628.083496
	Iteration 93Q: 3 clusters Score -433048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433047.843750 Penalty: 2628.083496
	Iteration 94Q: 3 clusters Score -433047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -433048.500000 Penalty: 2628.083496
	Iteration 95Q: 3 clusters Score -433048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -433049.062500 Penalty: 2628.083496
	Iteration 96Q: 3 clusters Score -433049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -433050.687500 Penalty: 2628.083496
	Iteration 97Q: 3 clusters Score -433050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -433050.687500 Penalty: 2628.083496
	Iteration 98F: 3 clusters Score -433050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -109444.562500 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -109444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108201.750000 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -108201.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108539.054688 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -108539.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108652.640625 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -108652.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108728.109375 Penalty: 2164.270508
	Iteration 3F: 3 clusters Score -108728.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108792.171875 Penalty: 2164.270508
	Iteration 4Q: 3 clusters Score -108792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108859.054688 Penalty: 2164.270508
	Iteration 5Q: 3 clusters Score -108859.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108920.695312 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -108920.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108982.257812 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -108982.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -109035.929688 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -109035.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -109082.312500 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -109082.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109132.148438 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -109132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109190.765625 Penalty: 2164.270508
	Iteration 11Q: 3 clusters Score -109190.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109235.500000 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -109235.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109274.773438 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -109274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109293.000000 Penalty: 2164.270508
	Iteration 14Q: 3 clusters Score -109293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109312.109375 Penalty: 2164.270508
	Iteration 15Q: 3 clusters Score -109312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109323.546875 Penalty: 2164.270508
	Iteration 16Q: 3 clusters Score -109323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109327.929688 Penalty: 2164.270508
	Iteration 17Q: 3 clusters Score -109327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109335.093750 Penalty: 2164.270508
	Iteration 18Q: 3 clusters Score -109335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109339.507812 Penalty: 2164.270508
	Iteration 19Q: 3 clusters Score -109339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109343.742188 Penalty: 2164.270508
	Iteration 20F: 3 clusters Score -109343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109364.156250 Penalty: 2164.270508
	Iteration 21Q: 3 clusters Score -109364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109380.421875 Penalty: 2164.270508
	Iteration 22Q: 3 clusters Score -109380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109391.835938 Penalty: 2164.270508
	Iteration 23Q: 3 clusters Score -109391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109398.828125 Penalty: 2164.270508
	Iteration 24Q: 3 clusters Score -109398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109425.351562 Penalty: 2164.270508
	Iteration 25Q: 3 clusters Score -109425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109439.398438 Penalty: 2164.270508
	Iteration 26Q: 3 clusters Score -109439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109463.554688 Penalty: 2164.270508
	Iteration 27Q: 3 clusters Score -109463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109464.835938 Penalty: 2164.270508
	Iteration 28Q: 3 clusters Score -109464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109466.242188 Penalty: 2164.270508
	Iteration 29Q: 3 clusters Score -109466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109466.242188 Penalty: 2164.270508
	Iteration 30F: 3 clusters Score -109466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 291 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Mstep: Class 71 contains 489 members 
Entering Unmasked Estep 
Score: -68992464.000000 Penalty: 152087.562500
Splitting cluster 52 changes total score from -68993528.000000 to -68992464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100013.656250 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -100013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98720.570312 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -98720.57 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98968.132812 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -98968.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99117.226562 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -99117.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99209.765625 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -99209.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99276.242188 Penalty: 2170.461182
	Iteration 4F: 3 clusters Score -99276.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99322.953125 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -99322.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99344.351562 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -99344.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99356.023438 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -99356.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99365.914062 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -99365.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99375.117188 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -99375.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99377.570312 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -99377.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99380.093750 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -99380.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99382.039062 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -99382.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99382.718750 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -99382.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99384.742188 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -99384.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99384.742188 Penalty: 2170.461182
	Iteration 15F: 3 clusters Score -99384.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -624543.687500 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -624543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -620748.625000 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -620748.6 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622075.125000 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -622075.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -622666.062500 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -622666.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -623237.000000 Penalty: 2752.782959
	Iteration 3F: 3 clusters Score -623237 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -623656.125000 Penalty: 2752.782959
	Iteration 4F: 3 clusters Score -623656.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -623965.625000 Penalty: 2752.782959
	Iteration 5F: 3 clusters Score -623965.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -624211.687500 Penalty: 2752.782959
	Iteration 6Q: 3 clusters Score -624211.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -624330.062500 Penalty: 2752.782959
	Iteration 7Q: 3 clusters Score -624330.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -624399.750000 Penalty: 2752.782959
	Iteration 8Q: 3 clusters Score -624399.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -624459.250000 Penalty: 2752.782959
	Iteration 9Q: 3 clusters Score -624459.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -624502.250000 Penalty: 2752.782959
	Iteration 10Q: 3 clusters Score -624502.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -624539.750000 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -624539.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -624569.750000 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -624569.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -624598.937500 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -624598.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -624618.125000 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -624618.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -624630.500000 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -624630.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -624639.625000 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -624639.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -624646.687500 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -624646.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -624651.375000 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -624651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -624653.062500 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -624653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -624654.625000 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -624654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -624656.437500 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -624656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -624657.250000 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -624657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -624659.812500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -624659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -624660.562500 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -624660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -624661.500000 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -624661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -624661.250000 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -624661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -624662.125000 Penalty: 2752.782959
	Iteration 27Q: 3 clusters Score -624662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -624661.562500 Penalty: 2752.782959
	Iteration 28Q: 3 clusters Score -624661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -624661.562500 Penalty: 2752.782959
	Iteration 29F: 3 clusters Score -624661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 2943 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 466 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Mstep: Class 71 contains 1827 members 
Entering Unmasked Estep 
Score: -68992960.000000 Penalty: 152087.562500
Splitting cluster 54 changes total score from -68993528.000000 to -68992960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -627130.562500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -627130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -623350.250000 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -623350.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -624404.812500 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -624404.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -624608.062500 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -624608.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -624771.812500 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -624771.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -624891.500000 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -624891.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -625009.187500 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -625009.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -625156.000000 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -625156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -625285.312500 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -625285.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -625393.562500 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -625393.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -625486.062500 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -625486.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -625554.812500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -625554.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -625617.937500 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -625617.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -625685.812500 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -625685.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -625739.312500 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -625739.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -625773.812500 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -625773.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -625792.937500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -625792.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -625817.750000 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -625817.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -625833.937500 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -625833.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -625846.875000 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -625846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -625862.000000 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -625862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -625879.125000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -625879.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -625897.937500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -625897.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -625910.687500 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -625910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -625915.750000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -625915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -625922.125000 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -625922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -625927.187500 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -625927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -625933.375000 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -625933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -625936.250000 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -625936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -625940.625000 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -625940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -625942.875000 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -625942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -625947.625000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -625947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -625951.875000 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -625951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -625955.875000 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -625955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -625956.000000 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -625956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -625958.500000 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -625958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -625961.500000 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -625961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -625961.750000 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -625961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -625962.437500 Penalty: 2744.152588
	Iteration 37Q: 3 clusters Score -625962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -625963.375000 Penalty: 2744.152588
	Iteration 38Q: 3 clusters Score -625963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -625963.375000 Penalty: 2744.152588
	Iteration 39F: 3 clusters Score -625963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -20817.683594 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -20817.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20178.212891 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -20178.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20359.841797 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -20359.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20412.841797 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -20412.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20427.970703 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -20427.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20433.917969 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -20433.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20441.306641 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -20441.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20441.306641 Penalty: 1743.942139
	Iteration 6F: 3 clusters Score -20441.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -63719.382812 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -63719.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62685.324219 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -62685.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62864.453125 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -62864.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62930.347656 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -62930.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62983.960938 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -62983.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63039.558594 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -63039.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63077.816406 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -63077.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63150.664062 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -63150.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63228.562500 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -63228.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63292.382812 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -63292.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63318.308594 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -63318.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63341.976562 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -63341.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63353.359375 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -63353.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63360.625000 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -63360.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63362.960938 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -63362.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63364.296875 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -63364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63367.917969 Penalty: 2009.177612
	Iteration 15F: 3 clusters Score -63367.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63403.394531 Penalty: 2009.177612
	Iteration 16Q: 3 clusters Score -63403.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63403.394531 Penalty: 2009.177612
	Iteration 17F: 3 clusters Score -63403.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -57923.898438 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -57923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56881.171875 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -56881.17 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57031.140625 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -57031.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57076.269531 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -57076.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57097.871094 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -57097.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57113.105469 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -57113.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57133.328125 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -57133.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57162.796875 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -57162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57186.273438 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -57186.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57223.882812 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -57223.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57303.253906 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -57303.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57377.253906 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -57377.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57504.898438 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -57504.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57659.093750 Penalty: 1996.860352
	Iteration 12F: 3 clusters Score -57659.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57758.992188 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -57758.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57918.957031 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -57918.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58078.007812 Penalty: 1996.860352
	Iteration 15Q: 3 clusters Score -58078.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58154.734375 Penalty: 1996.860352
	Iteration 16Q: 3 clusters Score -58154.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58177.031250 Penalty: 1996.860352
	Iteration 17Q: 3 clusters Score -58177.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58185.148438 Penalty: 1996.860352
	Iteration 18Q: 3 clusters Score -58185.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58185.148438 Penalty: 1996.860352
	Iteration 19F: 3 clusters Score -58185.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 73289 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 34952 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 74034 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 206 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 2047 members 
Mstep: Class 39 contains 9908 members 
Mstep: Class 40 contains 39044 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 20678 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 69879 members 
Mstep: Class 46 contains 1383 members 
Mstep: Class 47 contains 208 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 1539 members 
Mstep: Class 50 contains 372 members 
Mstep: Class 51 contains 3250 members 
Mstep: Class 52 contains 780 members 
Mstep: Class 53 contains 795 members 
Mstep: Class 54 contains 4770 members 
Mstep: Class 55 contains 4645 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 484 members 
Mstep: Class 58 contains 240 members 
Mstep: Class 59 contains 2105 members 
Mstep: Class 60 contains 289 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 1453 members 
Mstep: Class 63 contains 3371 members 
Mstep: Class 64 contains 1896 members 
Mstep: Class 65 contains 1736 members 
Mstep: Class 66 contains 340 members 
Mstep: Class 67 contains 1305 members 
Mstep: Class 68 contains 20943 members 
Mstep: Class 69 contains 10780 members 
Mstep: Class 70 contains 1498 members 
Mstep: Class 71 contains 226 members 
Entering Unmasked Estep 
Score: -68992656.000000 Penalty: 152087.562500
Splitting cluster 58 changes total score from -68993528.000000 to -68992656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -270945.718750 Penalty: 1243.461426
	Iteration 0F: 2 clusters Score -270945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268859.062500 Penalty: 2486.922852
	Iteration 0F: 3 clusters Score -268859.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269366.187500 Penalty: 2486.922852
	Iteration 1F: 3 clusters Score -269366.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269504.250000 Penalty: 2486.922852
	Iteration 2F: 3 clusters Score -269504.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -269606.000000 Penalty: 2486.922852
	Iteration 3F: 3 clusters Score -269606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -269676.843750 Penalty: 2486.922852
	Iteration 4Q: 3 clusters Score -269676.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -269735.718750 Penalty: 2486.922852
	Iteration 5Q: 3 clusters Score -269735.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269771.500000 Penalty: 2486.922852
	Iteration 6Q: 3 clusters Score -269771.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269807.125000 Penalty: 2486.922852
	Iteration 7Q: 3 clusters Score -269807.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -269843.906250 Penalty: 2486.922852
	Iteration 8Q: 3 clusters Score -269843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -269872.218750 Penalty: 2486.922852
	Iteration 9Q: 3 clusters Score -269872.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -269899.906250 Penalty: 2486.922852
	Iteration 10Q: 3 clusters Score -269899.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -269937.718750 Penalty: 2486.922852
	Iteration 11Q: 3 clusters Score -269937.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269967.031250 Penalty: 2486.922852
	Iteration 12Q: 3 clusters Score -269967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -269998.437500 Penalty: 2486.922852
	Iteration 13Q: 3 clusters Score -269998.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -270026.406250 Penalty: 2486.922852
	Iteration 14Q: 3 clusters Score -270026.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -270057.343750 Penalty: 2486.922852
	Iteration 15Q: 3 clusters Score -270057.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -270082.250000 Penalty: 2486.922852
	Iteration 16Q: 3 clusters Score -270082.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270106.406250 Penalty: 2486.922852
	Iteration 17Q: 3 clusters Score -270106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -270136.406250 Penalty: 2486.922852
	Iteration 18Q: 3 clusters Score -270136.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -270197.468750 Penalty: 2486.922852
	Iteration 19Q: 3 clusters Score -270197.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -270371.562500 Penalty: 2486.922852
	Iteration 20F: 3 clusters Score -270371.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -270542.000000 Penalty: 2486.922852
	Iteration 21Q: 3 clusters Score -270542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -270651.812500 Penalty: 2486.922852
	Iteration 22Q: 3 clusters Score -270651.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270696.718750 Penalty: 2486.922852
	Iteration 23Q: 3 clusters Score -270696.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -270729.437500 Penalty: 2486.922852
	Iteration 24Q: 3 clusters Score -270729.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -270744.531250 Penalty: 2486.922852
	Iteration 25Q: 3 clusters Score -270744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -270751.312500 Penalty: 2486.922852
	Iteration 26Q: 3 clusters Score -270751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -270753.906250 Penalty: 2486.922852
	Iteration 27Q: 3 clusters Score -270753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -270753.875000 Penalty: 2486.922852
	Iteration 28Q: 3 clusters Score -270753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270754.312500 Penalty: 2486.922852
	Iteration 29Q: 3 clusters Score -270754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -270754.937500 Penalty: 2486.922852
	Iteration 30Q: 3 clusters Score -270754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -270754.937500 Penalty: 2486.922852
	Iteration 31F: 3 clusters Score -270754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -52719.187500 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -52719.19 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: -51878.707031 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -51878.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52000.000000 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -52000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52030.710938 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -52030.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52050.601562 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -52050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52053.218750 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -52053.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52053.218750 Penalty: 1841.588623
	Iteration 5F: 3 clusters Score -52053.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -622686.250000 Penalty: 1368.968140
	Iteration 0F: 2 clusters Score -622686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -618948.750000 Penalty: 2737.936279
	Iteration 0F: 3 clusters Score -618948.8 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -619939.187500 Penalty: 2737.936279
	Iteration 1F: 3 clusters Score -619939.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -620090.000000 Penalty: 2737.936279
	Iteration 2F: 3 clusters Score -620090 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -620178.812500 Penalty: 2737.936279
	Iteration 3Q: 3 clusters Score -620178.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -620265.250000 Penalty: 2737.936279
	Iteration 4Q: 3 clusters Score -620265.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -620343.812500 Penalty: 2737.936279
	Iteration 5Q: 3 clusters Score -620343.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -620428.250000 Penalty: 2737.936279
	Iteration 6Q: 3 clusters Score -620428.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -620531.687500 Penalty: 2737.936279
	Iteration 7Q: 3 clusters Score -620531.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -620644.062500 Penalty: 2737.936279
	Iteration 8Q: 3 clusters Score -620644.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -620759.937500 Penalty: 2737.936279
	Iteration 9Q: 3 clusters Score -620759.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -620872.062500 Penalty: 2737.936279
	Iteration 10Q: 3 clusters Score -620872.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -621005.562500 Penalty: 2737.936279
	Iteration 11Q: 3 clusters Score -621005.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -621141.875000 Penalty: 2737.936279
	Iteration 12Q: 3 clusters Score -621141.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -621276.250000 Penalty: 2737.936279
	Iteration 13Q: 3 clusters Score -621276.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -621386.125000 Penalty: 2737.936279
	Iteration 14Q: 3 clusters Score -621386.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -621482.875000 Penalty: 2737.936279
	Iteration 15Q: 3 clusters Score -621482.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -621545.562500 Penalty: 2737.936279
	Iteration 16Q: 3 clusters Score -621545.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -621581.812500 Penalty: 2737.936279
	Iteration 17Q: 3 clusters Score -621581.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -621607.812500 Penalty: 2737.936279
	Iteration 18Q: 3 clusters Score -621607.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -621628.250000 Penalty: 2737.936279
	Iteration 19Q: 3 clusters Score -621628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -621645.375000 Penalty: 2737.936279
	Iteration 20F: 3 clusters Score -621645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -621662.187500 Penalty: 2737.936279
	Iteration 21Q: 3 clusters Score -621662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -621675.812500 Penalty: 2737.936279
	Iteration 22Q: 3 clusters Score -621675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -621684.937500 Penalty: 2737.936279
	Iteration 23Q: 3 clusters Score -621684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -621688.500000 Penalty: 2737.936279
	Iteration 24Q: 3 clusters Score -621688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -621689.687500 Penalty: 2737.936279
	Iteration 25Q: 3 clusters Score -621689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -621689.687500 Penalty: 2737.936279
	Iteration 26F: 3 clusters Score -621689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -188405.656250 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -188405.7 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 752 members 
Entering Unmasked Estep 
Score: -186677.718750 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -186677.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187048.343750 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -187048.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187158.218750 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -187158.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187223.765625 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -187223.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -187267.171875 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -187267.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187287.640625 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -187287.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -187300.984375 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -187301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187308.171875 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -187308.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -187313.171875 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -187313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -187317.890625 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -187317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187324.703125 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -187324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187327.406250 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -187327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187328.984375 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -187329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187330.703125 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -187330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187330.703125 Penalty: 2366.450195
	Iteration 14F: 3 clusters Score -187330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -433859.656250 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -433859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -430957.781250 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -430957.8 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431787.875000 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -431787.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -432039.718750 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -432039.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -432185.562500 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -432185.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432254.406250 Penalty: 2639.963623
	Iteration 4Q: 3 clusters Score -432254.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -432309.375000 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -432309.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -432359.781250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -432359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -432408.218750 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -432408.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -432441.250000 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -432441.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -432476.031250 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -432476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -432497.343750 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -432497.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -432515.937500 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -432515.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -432527.531250 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -432527.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -432545.093750 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -432545.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -432555.062500 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -432555.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -432562.812500 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -432562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -432569.968750 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -432570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -432576.812500 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -432576.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -432582.750000 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -432582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -432587.968750 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -432588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -432591.437500 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -432591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -432595.812500 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -432595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -432598.656250 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -432598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -432603.093750 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -432603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -432608.000000 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -432608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -432612.031250 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -432612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -432619.343750 Penalty: 2639.963623
	Iteration 26Q: 3 clusters Score -432619.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -432628.187500 Penalty: 2639.963623
	Iteration 27Q: 3 clusters Score -432628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -432634.812500 Penalty: 2639.963623
	Iteration 28Q: 3 clusters Score -432634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -432642.000000 Penalty: 2639.963623
	Iteration 29Q: 3 clusters Score -432642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -432650.093750 Penalty: 2639.963623
	Iteration 30Q: 3 clusters Score -432650.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -432660.906250 Penalty: 2639.963623
	Iteration 31Q: 3 clusters Score -432660.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -432684.093750 Penalty: 2639.963623
	Iteration 32Q: 3 clusters Score -432684.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -432712.312500 Penalty: 2639.963623
	Iteration 33Q: 3 clusters Score -432712.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -432733.781250 Penalty: 2639.963623
	Iteration 34Q: 3 clusters Score -432733.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -432750.406250 Penalty: 2639.963623
	Iteration 35Q: 3 clusters Score -432750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -432766.031250 Penalty: 2639.963623
	Iteration 36Q: 3 clusters Score -432766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -432789.250000 Penalty: 2639.963623
	Iteration 37Q: 3 clusters Score -432789.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -432805.125000 Penalty: 2639.963623
	Iteration 38Q: 3 clusters Score -432805.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -432818.406250 Penalty: 2639.963623
	Iteration 39Q: 3 clusters Score -432818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -432827.562500 Penalty: 2639.963623
	Iteration 40F: 3 clusters Score -432827.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -432842.312500 Penalty: 2639.963623
	Iteration 41Q: 3 clusters Score -432842.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -432854.250000 Penalty: 2639.963623
	Iteration 42Q: 3 clusters Score -432854.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -432864.562500 Penalty: 2639.963623
	Iteration 43Q: 3 clusters Score -432864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432873.437500 Penalty: 2639.963623
	Iteration 44Q: 3 clusters Score -432873.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -432880.312500 Penalty: 2639.963623
	Iteration 45Q: 3 clusters Score -432880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -432883.343750 Penalty: 2639.963623
	Iteration 46Q: 3 clusters Score -432883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -432888.718750 Penalty: 2639.963623
	Iteration 47Q: 3 clusters Score -432888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -432892.281250 Penalty: 2639.963623
	Iteration 48Q: 3 clusters Score -432892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -432894.375000 Penalty: 2639.963623
	Iteration 49Q: 3 clusters Score -432894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -432896.593750 Penalty: 2639.963623
	Iteration 50Q: 3 clusters Score -432896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -432901.468750 Penalty: 2639.963623
	Iteration 51Q: 3 clusters Score -432901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -432902.906250 Penalty: 2639.963623
	Iteration 52Q: 3 clusters Score -432902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -432906.250000 Penalty: 2639.963623
	Iteration 53Q: 3 clusters Score -432906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -432907.562500 Penalty: 2639.963623
	Iteration 54Q: 3 clusters Score -432907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -432909.031250 Penalty: 2639.963623
	Iteration 55Q: 3 clusters Score -432909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432911.843750 Penalty: 2639.963623
	Iteration 56Q: 3 clusters Score -432911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -432912.218750 Penalty: 2639.963623
	Iteration 57Q: 3 clusters Score -432912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432914.250000 Penalty: 2639.963623
	Iteration 58Q: 3 clusters Score -432914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432914.125000 Penalty: 2639.963623
	Iteration 59Q: 3 clusters Score -432914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432914.125000 Penalty: 2639.963623
	Iteration 60F: 3 clusters Score -432914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -253464.312500 Penalty: 1226.468994
	Iteration 0F: 2 clusters Score -253464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -251411.234375 Penalty: 2452.937988
	Iteration 0F: 3 clusters Score -251411.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251821.390625 Penalty: 2452.937988
	Iteration 1F: 3 clusters Score -251821.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -251944.234375 Penalty: 2452.937988
	Iteration 2F: 3 clusters Score -251944.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252032.484375 Penalty: 2452.937988
	Iteration 3F: 3 clusters Score -252032.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -252094.468750 Penalty: 2452.937988
	Iteration 4Q: 3 clusters Score -252094.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -252154.359375 Penalty: 2452.937988
	Iteration 5Q: 3 clusters Score -252154.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -252213.609375 Penalty: 2452.937988
	Iteration 6Q: 3 clusters Score -252213.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252262.515625 Penalty: 2452.937988
	Iteration 7Q: 3 clusters Score -252262.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -252325.093750 Penalty: 2452.937988
	Iteration 8Q: 3 clusters Score -252325.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -252384.078125 Penalty: 2452.937988
	Iteration 9Q: 3 clusters Score -252384.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -252428.062500 Penalty: 2452.937988
	Iteration 10Q: 3 clusters Score -252428.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -252467.656250 Penalty: 2452.937988
	Iteration 11Q: 3 clusters Score -252467.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -252488.921875 Penalty: 2452.937988
	Iteration 12Q: 3 clusters Score -252488.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -252500.703125 Penalty: 2452.937988
	Iteration 13Q: 3 clusters Score -252500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -252512.234375 Penalty: 2452.937988
	Iteration 14Q: 3 clusters Score -252512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252523.546875 Penalty: 2452.937988
	Iteration 15Q: 3 clusters Score -252523.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -252531.375000 Penalty: 2452.937988
	Iteration 16Q: 3 clusters Score -252531.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252537.265625 Penalty: 2452.937988
	Iteration 17Q: 3 clusters Score -252537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -252547.468750 Penalty: 2452.937988
	Iteration 18Q: 3 clusters Score -252547.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -252565.046875 Penalty: 2452.937988
	Iteration 19Q: 3 clusters Score -252565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -252580.968750 Penalty: 2452.937988
	Iteration 20F: 3 clusters Score -252581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -252587.671875 Penalty: 2452.937988
	Iteration 21Q: 3 clusters Score -252587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -252591.812500 Penalty: 2452.937988
	Iteration 22Q: 3 clusters Score -252591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -252593.953125 Penalty: 2452.937988
	Iteration 23Q: 3 clusters Score -252594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -252593.953125 Penalty: 2452.937988
	Iteration 24F: 3 clusters Score -252594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -205656.031250 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -205656 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 876 members 
Entering Unmasked Estep 
Score: -203716.171875 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -203716.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204132.359375 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -204132.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204286.421875 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -204286.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204406.453125 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -204406.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -204495.375000 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -204495.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -204559.937500 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -204559.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204632.156250 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -204632.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -204699.750000 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -204699.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -204751.781250 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -204751.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -204784.437500 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -204784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204810.515625 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -204810.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204824.406250 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -204824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204842.359375 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -204842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -204869.421875 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -204869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -204900.593750 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -204900.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -204948.171875 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -204948.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204992.265625 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -204992.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -205095.265625 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -205095.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205142.796875 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -205142.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -205191.484375 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -205191.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205223.531250 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -205223.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -205245.734375 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -205245.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -205259.046875 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -205259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -205268.875000 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -205268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -205276.046875 Penalty: 2424.285156
	Iteration 24Q: 3 clusters Score -205276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -205278.890625 Penalty: 2424.285156
	Iteration 25Q: 3 clusters Score -205278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -205282.187500 Penalty: 2424.285156
	Iteration 26Q: 3 clusters Score -205282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -205286.859375 Penalty: 2424.285156
	Iteration 27Q: 3 clusters Score -205286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205291.250000 Penalty: 2424.285156
	Iteration 28Q: 3 clusters Score -205291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -205293.843750 Penalty: 2424.285156
	Iteration 29Q: 3 clusters Score -205293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -205297.078125 Penalty: 2424.285156
	Iteration 30Q: 3 clusters Score -205297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -205298.171875 Penalty: 2424.285156
	Iteration 31Q: 3 clusters Score -205298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -205298.953125 Penalty: 2424.285156
	Iteration 32Q: 3 clusters Score -205299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -205298.953125 Penalty: 2424.285156
	Iteration 33F: 3 clusters Score -205299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -15271.150391 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -15271.15 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 169 members 
Entering Unmasked Estep 
Score: -14426.000000 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -14426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14558.206055 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -14558.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14611.676758 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -14611.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14622.729492 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -14622.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14630.698242 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -14630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14633.676758 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -14633.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14636.181641 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -14636.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14639.132812 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -14639.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14639.625000 Penalty: 1894.407349
	Iteration 8Q: 3 clusters Score -14639.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14639.625000 Penalty: 1894.407349
	Iteration 9F: 3 clusters Score -14639.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -162111.671875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -162111.7 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 630 members 
Entering Unmasked Estep 
Score: -160451.562500 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -160451.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160763.625000 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -160763.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160854.796875 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -160854.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160896.156250 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -160896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160924.562500 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -160924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160947.187500 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -160947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160968.031250 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -160968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160986.656250 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -160986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160998.406250 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -160998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -161004.828125 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -161004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -161008.437500 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -161008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161012.343750 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -161012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161019.593750 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -161019.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -161030.343750 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -161030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161036.625000 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -161036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -161044.625000 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -161044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161053.531250 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -161053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -161059.265625 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -161059.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -161063.171875 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -161063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -161065.546875 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -161065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161067.093750 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -161067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161067.171875 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -161067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -161068.546875 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -161068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161069.359375 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -161069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161070.125000 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -161070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -161073.796875 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -161073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -161075.796875 Penalty: 2331.536377
	Iteration 26Q: 3 clusters Score -161075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -161075.796875 Penalty: 2331.536377
	Iteration 27F: 3 clusters Score -161075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (20943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Entering Unmasked Estep 
Score: -2698983.250000 Penalty: 1616.803467
	Iteration 0F: 2 clusters Score -2698983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2684609.750000 Penalty: 3233.606934
	Iteration 0F: 3 clusters Score -2684610 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2690170.000000 Penalty: 3233.606934
	Iteration 1F: 3 clusters Score -2690170 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2690746.000000 Penalty: 3233.606934
	Iteration 2F: 3 clusters Score -2690746 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2691410.750000 Penalty: 3233.606934
	Iteration 3F: 3 clusters Score -2691411 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2692239.750000 Penalty: 3233.606934
	Iteration 4F: 3 clusters Score -2692240 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2693223.500000 Penalty: 3233.606934
	Iteration 5F: 3 clusters Score -2693224 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2694246.000000 Penalty: 3233.606934
	Iteration 6F: 3 clusters Score -2694246 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2695070.250000 Penalty: 3233.606934
	Iteration 7F: 3 clusters Score -2695070 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2695681.000000 Penalty: 3233.606934
	Iteration 8Q: 3 clusters Score -2695681 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2696132.750000 Penalty: 3233.606934
	Iteration 9Q: 3 clusters Score -2696133 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2696497.000000 Penalty: 3233.606934
	Iteration 10Q: 3 clusters Score -2696497 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2696813.500000 Penalty: 3233.606934
	Iteration 11Q: 3 clusters Score -2696814 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2697066.000000 Penalty: 3233.606934
	Iteration 12Q: 3 clusters Score -2697066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2697274.250000 Penalty: 3233.606934
	Iteration 13Q: 3 clusters Score -2697274 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2697444.250000 Penalty: 3233.606934
	Iteration 14Q: 3 clusters Score -2697444 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2697597.750000 Penalty: 3233.606934
	Iteration 15Q: 3 clusters Score -2697598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2697725.500000 Penalty: 3233.606934
	Iteration 16Q: 3 clusters Score -2697726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2697829.250000 Penalty: 3233.606934
	Iteration 17Q: 3 clusters Score -2697829 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2697943.750000 Penalty: 3233.606934
	Iteration 18Q: 3 clusters Score -2697944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2698019.750000 Penalty: 3233.606934
	Iteration 19Q: 3 clusters Score -2698020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2698083.250000 Penalty: 3233.606934
	Iteration 20F: 3 clusters Score -2698083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2698142.500000 Penalty: 3233.606934
	Iteration 21Q: 3 clusters Score -2698142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2698191.500000 Penalty: 3233.606934
	Iteration 22Q: 3 clusters Score -2698192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2698234.000000 Penalty: 3233.606934
	Iteration 23Q: 3 clusters Score -2698234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2698272.750000 Penalty: 3233.606934
	Iteration 24Q: 3 clusters Score -2698273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2698305.750000 Penalty: 3233.606934
	Iteration 25Q: 3 clusters Score -2698306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2698334.000000 Penalty: 3233.606934
	Iteration 26Q: 3 clusters Score -2698334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2698351.250000 Penalty: 3233.606934
	Iteration 27Q: 3 clusters Score -2698351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2698364.000000 Penalty: 3233.606934
	Iteration 28Q: 3 clusters Score -2698364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2698377.250000 Penalty: 3233.606934
	Iteration 29Q: 3 clusters Score -2698377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2698384.750000 Penalty: 3233.606934
	Iteration 30Q: 3 clusters Score -2698385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2698391.500000 Penalty: 3233.606934
	Iteration 31Q: 3 clusters Score -2698392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2698399.000000 Penalty: 3233.606934
	Iteration 32Q: 3 clusters Score -2698399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2698405.750000 Penalty: 3233.606934
	Iteration 33Q: 3 clusters Score -2698406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2698405.500000 Penalty: 3233.606934
	Iteration 34Q: 3 clusters Score -2698406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2698409.750000 Penalty: 3233.606934
	Iteration 35Q: 3 clusters Score -2698410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2698407.000000 Penalty: 3233.606934
	Iteration 36Q: 3 clusters Score -2698407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2698411.250000 Penalty: 3233.606934
	Iteration 37Q: 3 clusters Score -2698411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2698408.750000 Penalty: 3233.606934
	Iteration 38Q: 3 clusters Score -2698409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2698411.500000 Penalty: 3233.606934
	Iteration 39Q: 3 clusters Score -2698412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2698412.500000 Penalty: 3233.606934
	Iteration 40F: 3 clusters Score -2698412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2698410.750000 Penalty: 3233.606934
	Iteration 41Q: 3 clusters Score -2698411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2698411.000000 Penalty: 3233.606934
	Iteration 42Q: 3 clusters Score -2698411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2698414.500000 Penalty: 3233.606934
	Iteration 43Q: 3 clusters Score -2698414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2698414.500000 Penalty: 3233.606934
	Iteration 44F: 3 clusters Score -2698414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (10780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Entering Unmasked Estep 
Score: -1417318.875000 Penalty: 1508.885254
	Iteration 0F: 2 clusters Score -1417319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1409700.750000 Penalty: 3017.770508
	Iteration 0F: 3 clusters Score -1409701 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1412370.375000 Penalty: 3017.770508
	Iteration 1F: 3 clusters Score -1412370 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1412826.000000 Penalty: 3017.770508
	Iteration 2F: 3 clusters Score -1412826 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1413438.500000 Penalty: 3017.770508
	Iteration 3F: 3 clusters Score -1413438 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1414151.000000 Penalty: 3017.770508
	Iteration 4F: 3 clusters Score -1414151 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1414856.500000 Penalty: 3017.770508
	Iteration 5F: 3 clusters Score -1414856 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1415513.375000 Penalty: 3017.770508
	Iteration 6F: 3 clusters Score -1415513 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1416030.000000 Penalty: 3017.770508
	Iteration 7F: 3 clusters Score -1416030 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1416316.250000 Penalty: 3017.770508
	Iteration 8Q: 3 clusters Score -1416316 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1416461.750000 Penalty: 3017.770508
	Iteration 9Q: 3 clusters Score -1416462 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1416545.625000 Penalty: 3017.770508
	Iteration 10Q: 3 clusters Score -1416546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1416609.125000 Penalty: 3017.770508
	Iteration 11Q: 3 clusters Score -1416609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1416658.250000 Penalty: 3017.770508
	Iteration 12Q: 3 clusters Score -1416658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1416696.875000 Penalty: 3017.770508
	Iteration 13Q: 3 clusters Score -1416697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1416719.125000 Penalty: 3017.770508
	Iteration 14Q: 3 clusters Score -1416719 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1416746.500000 Penalty: 3017.770508
	Iteration 15Q: 3 clusters Score -1416746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1416764.125000 Penalty: 3017.770508
	Iteration 16Q: 3 clusters Score -1416764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1416791.875000 Penalty: 3017.770508
	Iteration 17Q: 3 clusters Score -1416792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1416815.250000 Penalty: 3017.770508
	Iteration 18Q: 3 clusters Score -1416815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1416854.125000 Penalty: 3017.770508
	Iteration 19Q: 3 clusters Score -1416854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1416896.250000 Penalty: 3017.770508
	Iteration 20F: 3 clusters Score -1416896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1416938.000000 Penalty: 3017.770508
	Iteration 21Q: 3 clusters Score -1416938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1416977.375000 Penalty: 3017.770508
	Iteration 22Q: 3 clusters Score -1416977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1417017.250000 Penalty: 3017.770508
	Iteration 23Q: 3 clusters Score -1417017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1417049.625000 Penalty: 3017.770508
	Iteration 24Q: 3 clusters Score -1417050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1417070.875000 Penalty: 3017.770508
	Iteration 25Q: 3 clusters Score -1417071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1417091.750000 Penalty: 3017.770508
	Iteration 26Q: 3 clusters Score -1417092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1417106.625000 Penalty: 3017.770508
	Iteration 27Q: 3 clusters Score -1417107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1417127.500000 Penalty: 3017.770508
	Iteration 28Q: 3 clusters Score -1417128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1417144.750000 Penalty: 3017.770508
	Iteration 29Q: 3 clusters Score -1417145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1417156.250000 Penalty: 3017.770508
	Iteration 30Q: 3 clusters Score -1417156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1417163.500000 Penalty: 3017.770508
	Iteration 31Q: 3 clusters Score -1417164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1417164.500000 Penalty: 3017.770508
	Iteration 32Q: 3 clusters Score -1417164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1417172.375000 Penalty: 3017.770508
	Iteration 33Q: 3 clusters Score -1417172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1417172.250000 Penalty: 3017.770508
	Iteration 34Q: 3 clusters Score -1417172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1417178.500000 Penalty: 3017.770508
	Iteration 35Q: 3 clusters Score -1417178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1417186.875000 Penalty: 3017.770508
	Iteration 36Q: 3 clusters Score -1417187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1417190.000000 Penalty: 3017.770508
	Iteration 37Q: 3 clusters Score -1417190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1417188.875000 Penalty: 3017.770508
	Iteration 38Q: 3 clusters Score -1417189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1417194.875000 Penalty: 3017.770508
	Iteration 39Q: 3 clusters Score -1417195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1417192.000000 Penalty: 3017.770508
	Iteration 40F: 3 clusters Score -1417192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1417196.250000 Penalty: 3017.770508
	Iteration 41Q: 3 clusters Score -1417196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1417196.750000 Penalty: 3017.770508
	Iteration 42Q: 3 clusters Score -1417197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1417196.750000 Penalty: 3017.770508
	Iteration 43Q: 3 clusters Score -1417197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1417196.750000 Penalty: 3017.770508
	Iteration 44F: 3 clusters Score -1417197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -198047.453125 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -198047.5 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 731 members 
Entering Unmasked Estep 
Score: -196323.296875 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -196323.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196693.906250 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -196693.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196801.703125 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -196801.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196862.765625 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -196862.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -196902.875000 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -196902.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196923.218750 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -196923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196941.187500 Penalty: 2376.363037
	Iteration 6Q: 3 clusters Score -196941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196958.703125 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -196958.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196970.765625 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -196970.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196981.515625 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -196981.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -196996.859375 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -196996.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197013.937500 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -197013.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197026.640625 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -197026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197038.046875 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -197038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197049.796875 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -197049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197057.328125 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -197057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -197064.625000 Penalty: 2376.363037
	Iteration 16Q: 3 clusters Score -197064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -197069.984375 Penalty: 2376.363037
	Iteration 17Q: 3 clusters Score -197070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -197074.906250 Penalty: 2376.363037
	Iteration 18Q: 3 clusters Score -197074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -197079.421875 Penalty: 2376.363037
	Iteration 19Q: 3 clusters Score -197079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -197085.343750 Penalty: 2376.363037
	Iteration 20F: 3 clusters Score -197085.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -197089.515625 Penalty: 2376.363037
	Iteration 21Q: 3 clusters Score -197089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -197091.796875 Penalty: 2376.363037
	Iteration 22Q: 3 clusters Score -197091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -197093.343750 Penalty: 2376.363037
	Iteration 23Q: 3 clusters Score -197093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -197097.265625 Penalty: 2376.363037
	Iteration 24Q: 3 clusters Score -197097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -197098.890625 Penalty: 2376.363037
	Iteration 25Q: 3 clusters Score -197098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -197101.718750 Penalty: 2376.363037
	Iteration 26Q: 3 clusters Score -197101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197101.562500 Penalty: 2376.363037
	Iteration 27Q: 3 clusters Score -197101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197101.562500 Penalty: 2376.363037
	Iteration 28F: 3 clusters Score -197101.6 nChanged 0
--- Evaluating fit on full set of 1592208 points ---
Entering Unmasked Estep 
Score: -206715520.000000 Penalty: 162442.187500
23->71 Clusters: Score -206715520.000000, best is -206888752.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 530736 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 22871 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 4 contains 23007 members 
Mstep: Class 5 contains 23038 members 
Mstep: Class 6 contains 23198 members 
Mstep: Class 7 contains 23157 members 
Mstep: Class 8 contains 22994 members 
Mstep: Class 9 contains 23372 members 
Mstep: Class 10 contains 23235 members 
Mstep: Class 11 contains 23248 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 23197 members 
Mstep: Class 14 contains 23022 members 
Mstep: Class 15 contains 22978 members 
Mstep: Class 16 contains 23030 members 
Mstep: Class 17 contains 23016 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 23047 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 22963 members 
Mstep: Class 23 contains 23286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 475.428345 but Gain 2142.078125
Score: -60087932.000000 Penalty: 47125.722656
Iteration 0F: 23 clusters Score -6.008793e+07 nChanged 507538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1704 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 837 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 310286 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 102026 members 
Mstep: Class 12 contains 2754 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 23 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66657844.000000 Penalty: 47125.722656
Iteration 1F: 23 clusters Score -6.665784e+07 nChanged 150251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1623 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 1477 members 
Mstep: Class 6 contains 245045 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 120882 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 4068 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 23 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -67273664.000000 Penalty: 47125.722656
Iteration 2F: 23 clusters Score -6.727366e+07 nChanged 150527
Entering Unmasked Mstep 
Mstep: Class 0 contains 1262 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 156861 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 8814 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 139733 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 10271 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6002 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 23 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -67832488.000000 Penalty: 47125.722656
Iteration 3F: 23 clusters Score -6.783249e+07 nChanged 118954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1019 members 
Mstep: Class 1 contains 213029 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 90893 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 10341 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 138843 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 19459 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 7567 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 23 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68019728.000000 Penalty: 47125.722656
Iteration 4F: 23 clusters Score -6.801973e+07 nChanged 66303
Entering Unmasked Mstep 
Mstep: Class 0 contains 893 members 
Mstep: Class 1 contains 223772 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 68417 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 14929 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 133709 members 
Mstep: Class 12 contains 4785 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 24399 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 13259 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 23 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68157608.000000 Penalty: 47125.722656
Iteration 5F: 23 clusters Score -6.815761e+07 nChanged 43104
Entering Unmasked Mstep 
Mstep: Class 0 contains 808 members 
Mstep: Class 1 contains 221119 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 68071 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 20726 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 124069 members 
Mstep: Class 12 contains 4670 members 
Mstep: Class 13 contains 9018 members 
Mstep: Class 14 contains 559 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 15121 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 23 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68276184.000000 Penalty: 47125.722656
Iteration 6F: 23 clusters Score -6.827618e+07 nChanged 35018
Entering Unmasked Mstep 
Mstep: Class 0 contains 725 members 
Mstep: Class 1 contains 211306 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 75671 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 27028 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 116775 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 553 members 
Mstep: Class 15 contains 25514 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 15797 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 23 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68356544.000000 Penalty: 47125.722656
Iteration 7F: 23 clusters Score -6.835654e+07 nChanged 25751
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 203543 members 
Mstep: Class 2 contains 3606 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 79389 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 32167 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 112308 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 11669 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 15 contains 25356 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 15892 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 3877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68401792.000000 Penalty: 47125.722656
Iteration 8Q: 23 clusters Score -6.840179e+07 nChanged 19633
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 197811 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 80736 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 36611 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 108302 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 25178 members 
Mstep: Class 16 contains 13180 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 15839 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 23 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68431704.000000 Penalty: 47125.722656
Iteration 9Q: 23 clusters Score -6.84317e+07 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 80584 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 40972 members 
Mstep: Class 9 contains 6223 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 104408 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 25045 members 
Mstep: Class 16 contains 16521 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 15788 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 23 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68455080.000000 Penalty: 47125.722656
Iteration 10Q: 23 clusters Score -6.845508e+07 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 79547 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 45725 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 11 contains 101025 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 13 contains 12174 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 24911 members 
Mstep: Class 16 contains 19599 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 15706 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 23 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68475288.000000 Penalty: 47125.722656
Iteration 11Q: 23 clusters Score -6.847529e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 185014 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 78499 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 50971 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 11 contains 98174 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 24772 members 
Mstep: Class 16 contains 22266 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 15578 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 23 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68495248.000000 Penalty: 47125.722656
Iteration 12Q: 23 clusters Score -6.849525e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 180098 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 78048 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 8 contains 56394 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 95794 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 24583 members 
Mstep: Class 16 contains 24528 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 4193 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 23 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68517744.000000 Penalty: 47125.722656
Iteration 13Q: 23 clusters Score -6.851774e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 79275 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 61227 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 93882 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 24396 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 6199 members 
Mstep: Class 18 contains 15349 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 23 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68538696.000000 Penalty: 47125.722656
Iteration 14Q: 23 clusters Score -6.85387e+07 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 81993 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 65140 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 1541 members 
Mstep: Class 11 contains 92321 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 12391 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 24151 members 
Mstep: Class 16 contains 27933 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 15317 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 23 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68559032.000000 Penalty: 47125.722656
Iteration 15Q: 23 clusters Score -6.855903e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 161397 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 830 members 
Mstep: Class 5 contains 5144 members 
Mstep: Class 6 contains 85178 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 68023 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 11 contains 91145 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 23931 members 
Mstep: Class 16 contains 29086 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 23 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68576280.000000 Penalty: 47125.722656
Iteration 16Q: 23 clusters Score -6.857628e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 88027 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 70030 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 90223 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 13 contains 12729 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 23764 members 
Mstep: Class 16 contains 29998 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 15386 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 23 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68590968.000000 Penalty: 47125.722656
Iteration 17Q: 23 clusters Score -6.859097e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 89855 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 71405 members 
Mstep: Class 9 contains 6570 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 89530 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 23653 members 
Mstep: Class 16 contains 30680 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 15509 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 23 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68599152.000000 Penalty: 47125.722656
Iteration 18Q: 23 clusters Score -6.859915e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 91043 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 72710 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 88948 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 23586 members 
Mstep: Class 16 contains 31220 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 15697 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 23 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68605720.000000 Penalty: 47125.722656
Iteration 19Q: 23 clusters Score -6.860572e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 91941 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 73953 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 88485 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 23525 members 
Mstep: Class 16 contains 31637 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 15922 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 23 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68614704.000000 Penalty: 47125.722656
Iteration 20F: 23 clusters Score -6.86147e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 92756 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 74675 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 88080 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 14188 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 31921 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 16062 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 23 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68624624.000000 Penalty: 47125.722656
Iteration 21Q: 23 clusters Score -6.862462e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 5 contains 6512 members 
Mstep: Class 6 contains 93675 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 75257 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 1384 members 
Mstep: Class 11 contains 87760 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 23422 members 
Mstep: Class 16 contains 32158 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 16192 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 658 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68628760.000000 Penalty: 47125.722656
Iteration 22Q: 23 clusters Score -6.862876e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 94684 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 75814 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 1376 members 
Mstep: Class 11 contains 87512 members 
Mstep: Class 12 contains 3917 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 23391 members 
Mstep: Class 16 contains 32366 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 16320 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68632032.000000 Penalty: 47125.722656
Iteration 23Q: 23 clusters Score -6.863203e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 95890 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 76235 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 87321 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 15145 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 32531 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 23 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68634440.000000 Penalty: 47125.722656
Iteration 24Q: 23 clusters Score -6.863444e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 133870 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 8024 members 
Mstep: Class 6 contains 97318 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 76499 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 87148 members 
Mstep: Class 12 contains 3919 members 
Mstep: Class 13 contains 15311 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 23340 members 
Mstep: Class 16 contains 32679 members 
Mstep: Class 17 contains 5995 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68636576.000000 Penalty: 47125.722656
Iteration 25Q: 23 clusters Score -6.863658e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 99041 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 76724 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 86990 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 15467 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 23314 members 
Mstep: Class 16 contains 32833 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 4172 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68638664.000000 Penalty: 47125.722656
Iteration 26Q: 23 clusters Score -6.863866e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 5390 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 953 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 100871 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 76872 members 
Mstep: Class 9 contains 7221 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 86870 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 23 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68641688.000000 Penalty: 47125.722656
Iteration 27Q: 23 clusters Score -6.864169e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 124206 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 11275 members 
Mstep: Class 6 contains 102798 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 76879 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86765 members 
Mstep: Class 12 contains 3923 members 
Mstep: Class 13 contains 15649 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 23270 members 
Mstep: Class 16 contains 33081 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 16371 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 23 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68645872.000000 Penalty: 47125.722656
Iteration 28Q: 23 clusters Score -6.864587e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 13676 members 
Mstep: Class 6 contains 104589 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 76761 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86665 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 15691 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23243 members 
Mstep: Class 16 contains 33280 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 16204 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68658648.000000 Penalty: 47125.722656
Iteration 29Q: 23 clusters Score -6.865865e+07 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 107147 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 76255 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 86565 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 23212 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 15865 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68686432.000000 Penalty: 47125.722656
Iteration 30Q: 23 clusters Score -6.868643e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 5534 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 971 members 
Mstep: Class 5 contains 18495 members 
Mstep: Class 6 contains 114256 members 
Mstep: Class 7 contains 3377 members 
Mstep: Class 8 contains 75006 members 
Mstep: Class 9 contains 7265 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86492 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 23189 members 
Mstep: Class 16 contains 34156 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 15514 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68708184.000000 Penalty: 47125.722656
Iteration 31Q: 23 clusters Score -6.870818e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 973 members 
Mstep: Class 5 contains 18377 members 
Mstep: Class 6 contains 123549 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 73784 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 86440 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 23204 members 
Mstep: Class 16 contains 34852 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 15094 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68725264.000000 Penalty: 47125.722656
Iteration 32Q: 23 clusters Score -6.872526e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 17774 members 
Mstep: Class 6 contains 132584 members 
Mstep: Class 7 contains 3452 members 
Mstep: Class 8 contains 72425 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 86429 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 23275 members 
Mstep: Class 16 contains 35457 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14878 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68752992.000000 Penalty: 47125.722656
Iteration 33Q: 23 clusters Score -6.875299e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 139885 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 70373 members 
Mstep: Class 9 contains 7293 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86422 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 15816 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 23366 members 
Mstep: Class 16 contains 35699 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14750 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 23 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68781016.000000 Penalty: 47125.722656
Iteration 34Q: 23 clusters Score -6.878102e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 17096 members 
Mstep: Class 6 contains 143605 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 67640 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 86402 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 35813 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14683 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68792472.000000 Penalty: 47125.722656
Iteration 35Q: 23 clusters Score -6.879247e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 144922 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 65534 members 
Mstep: Class 9 contains 7331 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86377 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 23506 members 
Mstep: Class 16 contains 35891 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14643 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68792768.000000 Penalty: 47125.722656
Iteration 36Q: 23 clusters Score -6.879277e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 989 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 145632 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 64030 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 86364 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 15845 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 15 contains 23558 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14626 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68792248.000000 Penalty: 47125.722656
Iteration 37Q: 23 clusters Score -6.879225e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 16802 members 
Mstep: Class 6 contains 146090 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 62897 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 86346 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 35957 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 23 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68791712.000000 Penalty: 47125.722656
Iteration 38Q: 23 clusters Score -6.879171e+07 nChanged 1166
Entering ConstructFrom: 
Score: -68791712.000000 Penalty: 47125.722656
Entering ConstructFrom: 
Trying to split cluster 1 (87982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Entering Unmasked Estep 
Score: -11913703.000000 Penalty: 1850.044189
	Iteration 0F: 2 clusters Score -1.19137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -11860882.000000 Penalty: 3700.088379
	Iteration 0F: 3 clusters Score -1.186088e+07 nChanged 41950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -11885376.000000 Penalty: 3700.088379
	Iteration 1F: 3 clusters Score -1.188538e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -11886633.000000 Penalty: 3700.088379
	Iteration 2Q: 3 clusters Score -1.188663e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -11888634.000000 Penalty: 3700.088379
	Iteration 3F: 3 clusters Score -1.188863e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -11891774.000000 Penalty: 3700.088379
	Iteration 4F: 3 clusters Score -1.189177e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -11896415.000000 Penalty: 3700.088379
	Iteration 5F: 3 clusters Score -1.189642e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -11901232.000000 Penalty: 3700.088379
	Iteration 6F: 3 clusters Score -1.190123e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -11905344.000000 Penalty: 3700.088379
	Iteration 7F: 3 clusters Score -1.190534e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -11908397.000000 Penalty: 3700.088379
	Iteration 8Q: 3 clusters Score -1.19084e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -11910065.000000 Penalty: 3700.088379
	Iteration 9Q: 3 clusters Score -1.191006e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -11911129.000000 Penalty: 3700.088379
	Iteration 10Q: 3 clusters Score -1.191113e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -11911751.000000 Penalty: 3700.088379
	Iteration 11Q: 3 clusters Score -1.191175e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11912137.000000 Penalty: 3700.088379
	Iteration 12Q: 3 clusters Score -1.191214e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11912480.000000 Penalty: 3700.088379
	Iteration 13Q: 3 clusters Score -1.191248e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11912700.000000 Penalty: 3700.088379
	Iteration 14Q: 3 clusters Score -1.19127e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11912830.000000 Penalty: 3700.088379
	Iteration 15Q: 3 clusters Score -1.191283e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11912933.000000 Penalty: 3700.088379
	Iteration 16Q: 3 clusters Score -1.191293e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11913029.000000 Penalty: 3700.088379
	Iteration 17Q: 3 clusters Score -1.191303e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11913158.000000 Penalty: 3700.088379
	Iteration 18Q: 3 clusters Score -1.191316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11913195.000000 Penalty: 3700.088379
	Iteration 19Q: 3 clusters Score -1.19132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11913223.000000 Penalty: 3700.088379
	Iteration 20F: 3 clusters Score -1.191322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11913240.000000 Penalty: 3700.088379
	Iteration 21Q: 3 clusters Score -1.191324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11913263.000000 Penalty: 3700.088379
	Iteration 22Q: 3 clusters Score -1.191326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11913278.000000 Penalty: 3700.088379
	Iteration 23Q: 3 clusters Score -1.191328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11913292.000000 Penalty: 3700.088379
	Iteration 24Q: 3 clusters Score -1.191329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11913292.000000 Penalty: 3700.088379
	Iteration 25Q: 3 clusters Score -1.191329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11913293.000000 Penalty: 3700.088379
	Iteration 26Q: 3 clusters Score -1.191329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11913294.000000 Penalty: 3700.088379
	Iteration 27Q: 3 clusters Score -1.191329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11913285.000000 Penalty: 3700.088379
	Iteration 28Q: 3 clusters Score -1.191328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11913287.000000 Penalty: 3700.088379
	Iteration 29Q: 3 clusters Score -1.191329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11913300.000000 Penalty: 3700.088379
	Iteration 30Q: 3 clusters Score -1.19133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11913308.000000 Penalty: 3700.088379
	Iteration 31Q: 3 clusters Score -1.191331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11913316.000000 Penalty: 3700.088379
	Iteration 32Q: 3 clusters Score -1.191332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11913331.000000 Penalty: 3700.088379
	Iteration 33Q: 3 clusters Score -1.191333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11913321.000000 Penalty: 3700.088379
	Iteration 34Q: 3 clusters Score -1.191332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11913319.000000 Penalty: 3700.088379
	Iteration 35Q: 3 clusters Score -1.191332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11913323.000000 Penalty: 3700.088379
	Iteration 36Q: 3 clusters Score -1.191332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11913327.000000 Penalty: 3700.088379
	Iteration 37Q: 3 clusters Score -1.191333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11913317.000000 Penalty: 3700.088379
	Iteration 38Q: 3 clusters Score -1.191332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11913316.000000 Penalty: 3700.088379
	Iteration 39Q: 3 clusters Score -1.191332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11913304.000000 Penalty: 3700.088379
	Iteration 40F: 3 clusters Score -1.19133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11913303.000000 Penalty: 3700.088379
	Iteration 41Q: 3 clusters Score -1.19133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11913303.000000 Penalty: 3700.088379
	Iteration 42F: 3 clusters Score -1.19133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -596700.000000 Penalty: 1397.480225
	Iteration 0F: 2 clusters Score -596700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -592703.062500 Penalty: 2794.960449
	Iteration 0F: 3 clusters Score -592703.1 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -598621.875000 Penalty: 2794.960449
	Iteration 1F: 3 clusters Score -598621.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -601023.000000 Penalty: 2794.960449
	Iteration 2F: 3 clusters Score -601023 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -602103.312500 Penalty: 2794.960449
	Iteration 3F: 3 clusters Score -602103.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -602696.375000 Penalty: 2794.960449
	Iteration 4Q: 3 clusters Score -602696.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -602920.812500 Penalty: 2794.960449
	Iteration 5Q: 3 clusters Score -602920.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -603021.312500 Penalty: 2794.960449
	Iteration 6Q: 3 clusters Score -603021.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -603090.625000 Penalty: 2794.960449
	Iteration 7Q: 3 clusters Score -603090.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -603151.062500 Penalty: 2794.960449
	Iteration 8Q: 3 clusters Score -603151.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -603198.500000 Penalty: 2794.960449
	Iteration 9Q: 3 clusters Score -603198.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -603227.812500 Penalty: 2794.960449
	Iteration 10Q: 3 clusters Score -603227.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -603244.125000 Penalty: 2794.960449
	Iteration 11Q: 3 clusters Score -603244.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -603256.125000 Penalty: 2794.960449
	Iteration 12Q: 3 clusters Score -603256.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -603271.562500 Penalty: 2794.960449
	Iteration 13Q: 3 clusters Score -603271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -603286.812500 Penalty: 2794.960449
	Iteration 14Q: 3 clusters Score -603286.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -603301.062500 Penalty: 2794.960449
	Iteration 15Q: 3 clusters Score -603301.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -603309.250000 Penalty: 2794.960449
	Iteration 16Q: 3 clusters Score -603309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -603317.875000 Penalty: 2794.960449
	Iteration 17Q: 3 clusters Score -603317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -603322.000000 Penalty: 2794.960449
	Iteration 18Q: 3 clusters Score -603322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -603323.750000 Penalty: 2794.960449
	Iteration 19Q: 3 clusters Score -603323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -603329.125000 Penalty: 2794.960449
	Iteration 20F: 3 clusters Score -603329.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603341.437500 Penalty: 2794.960449
	Iteration 21Q: 3 clusters Score -603341.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -603363.937500 Penalty: 2794.960449
	Iteration 22Q: 3 clusters Score -603363.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -603387.187500 Penalty: 2794.960449
	Iteration 23Q: 3 clusters Score -603387.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603428.687500 Penalty: 2794.960449
	Iteration 24Q: 3 clusters Score -603428.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -603465.062500 Penalty: 2794.960449
	Iteration 25Q: 3 clusters Score -603465.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -603490.500000 Penalty: 2794.960449
	Iteration 26Q: 3 clusters Score -603490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -603502.437500 Penalty: 2794.960449
	Iteration 27Q: 3 clusters Score -603502.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -603509.187500 Penalty: 2794.960449
	Iteration 28Q: 3 clusters Score -603509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -603514.250000 Penalty: 2794.960449
	Iteration 29Q: 3 clusters Score -603514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -603519.687500 Penalty: 2794.960449
	Iteration 30Q: 3 clusters Score -603519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -603524.187500 Penalty: 2794.960449
	Iteration 31Q: 3 clusters Score -603524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -603525.250000 Penalty: 2794.960449
	Iteration 32Q: 3 clusters Score -603525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -603527.937500 Penalty: 2794.960449
	Iteration 33Q: 3 clusters Score -603527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -603528.625000 Penalty: 2794.960449
	Iteration 34Q: 3 clusters Score -603528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -603530.562500 Penalty: 2794.960449
	Iteration 35Q: 3 clusters Score -603530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -603530.187500 Penalty: 2794.960449
	Iteration 36Q: 3 clusters Score -603530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -603530.687500 Penalty: 2794.960449
	Iteration 37Q: 3 clusters Score -603530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -603530.687500 Penalty: 2794.960449
	Iteration 38F: 3 clusters Score -603530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 16783 members 
Mstep: Class 6 contains 146441 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Entering Unmasked Estep 
Score: -68797624.000000 Penalty: 49267.800781
Splitting cluster 2 changes total score from -68791712.000000 to -68797624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -230742.515625 Penalty: 1210.732422
	Iteration 0F: 2 clusters Score -230742.5 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 892 members 
Entering Unmasked Estep 
Score: -229137.250000 Penalty: 2421.464844
	Iteration 0F: 3 clusters Score -229137.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -232088.171875 Penalty: 2421.464844
	Iteration 1F: 3 clusters Score -232088.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -234036.546875 Penalty: 2421.464844
	Iteration 2F: 3 clusters Score -234036.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -234401.781250 Penalty: 2421.464844
	Iteration 3F: 3 clusters Score -234401.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -234464.156250 Penalty: 2421.464844
	Iteration 4Q: 3 clusters Score -234464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -234481.703125 Penalty: 2421.464844
	Iteration 5Q: 3 clusters Score -234481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -234490.562500 Penalty: 2421.464844
	Iteration 6Q: 3 clusters Score -234490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -234495.343750 Penalty: 2421.464844
	Iteration 7Q: 3 clusters Score -234495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -234499.390625 Penalty: 2421.464844
	Iteration 8Q: 3 clusters Score -234499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -234502.203125 Penalty: 2421.464844
	Iteration 9Q: 3 clusters Score -234502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -234503.796875 Penalty: 2421.464844
	Iteration 10Q: 3 clusters Score -234503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -234503.796875 Penalty: 2421.464844
	Iteration 11F: 3 clusters Score -234503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 16783 members 
Mstep: Class 6 contains 146441 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Entering Unmasked Estep 
Score: -68800384.000000 Penalty: 51409.878906
Splitting cluster 3 changes total score from -68791712.000000 to -68800384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -79596.195312 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -79596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78540.773438 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -78540.77 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79596.007812 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -79596.01 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80162.992188 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -80162.99 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80879.046875 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -80879.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81566.070312 Penalty: 2242.409912
	Iteration 4F: 3 clusters Score -81566.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82277.429688 Penalty: 2242.409912
	Iteration 5F: 3 clusters Score -82277.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82679.375000 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -82679.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82822.554688 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -82822.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82872.070312 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -82872.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82908.984375 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -82908.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82929.671875 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -82929.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82936.242188 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -82936.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82942.226562 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -82942.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82954.875000 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -82954.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82959.085938 Penalty: 2242.409912
	Iteration 14Q: 3 clusters Score -82959.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82960.468750 Penalty: 2242.409912
	Iteration 15Q: 3 clusters Score -82960.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82962.679688 Penalty: 2242.409912
	Iteration 16Q: 3 clusters Score -82962.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82965.843750 Penalty: 2242.409912
	Iteration 17Q: 3 clusters Score -82965.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82969.648438 Penalty: 2242.409912
	Iteration 18Q: 3 clusters Score -82969.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82971.890625 Penalty: 2242.409912
	Iteration 19Q: 3 clusters Score -82971.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82981.781250 Penalty: 2242.409912
	Iteration 20F: 3 clusters Score -82981.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83003.304688 Penalty: 2242.409912
	Iteration 21Q: 3 clusters Score -83003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83017.976562 Penalty: 2242.409912
	Iteration 22Q: 3 clusters Score -83017.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83034.890625 Penalty: 2242.409912
	Iteration 23Q: 3 clusters Score -83034.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83049.679688 Penalty: 2242.409912
	Iteration 24Q: 3 clusters Score -83049.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83068.507812 Penalty: 2242.409912
	Iteration 25Q: 3 clusters Score -83068.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83097.945312 Penalty: 2242.409912
	Iteration 26Q: 3 clusters Score -83097.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83114.414062 Penalty: 2242.409912
	Iteration 27Q: 3 clusters Score -83114.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83120.132812 Penalty: 2242.409912
	Iteration 28Q: 3 clusters Score -83120.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83127.054688 Penalty: 2242.409912
	Iteration 29Q: 3 clusters Score -83127.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83144.031250 Penalty: 2242.409912
	Iteration 30Q: 3 clusters Score -83144.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83146.750000 Penalty: 2242.409912
	Iteration 31Q: 3 clusters Score -83146.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83153.859375 Penalty: 2242.409912
	Iteration 32Q: 3 clusters Score -83153.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83155.359375 Penalty: 2242.409912
	Iteration 33Q: 3 clusters Score -83155.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83155.359375 Penalty: 2242.409912
	Iteration 34F: 3 clusters Score -83155.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 16783 members 
Mstep: Class 6 contains 146441 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Entering Unmasked Estep 
Score: -68802928.000000 Penalty: 53551.957031
Splitting cluster 4 changes total score from -68791712.000000 to -68802928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (16783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Entering Unmasked Estep 
Score: -2231865.000000 Penalty: 1580.819824
	Iteration 0F: 2 clusters Score -2231865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2220554.500000 Penalty: 3161.639648
	Iteration 0F: 3 clusters Score -2220554 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2226093.000000 Penalty: 3161.639648
	Iteration 1F: 3 clusters Score -2226093 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2230190.500000 Penalty: 3161.639648
	Iteration 2F: 3 clusters Score -2230190 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2233723.250000 Penalty: 3161.639648
	Iteration 3F: 3 clusters Score -2233723 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2235811.500000 Penalty: 3161.639648
	Iteration 4F: 3 clusters Score -2235812 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2236587.250000 Penalty: 3161.639648
	Iteration 5F: 3 clusters Score -2236587 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2236983.750000 Penalty: 3161.639648
	Iteration 6Q: 3 clusters Score -2236984 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2237212.250000 Penalty: 3161.639648
	Iteration 7Q: 3 clusters Score -2237212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2237332.000000 Penalty: 3161.639648
	Iteration 8Q: 3 clusters Score -2237332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2237392.000000 Penalty: 3161.639648
	Iteration 9Q: 3 clusters Score -2237392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2237435.500000 Penalty: 3161.639648
	Iteration 10Q: 3 clusters Score -2237436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2237474.000000 Penalty: 3161.639648
	Iteration 11Q: 3 clusters Score -2237474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2237526.000000 Penalty: 3161.639648
	Iteration 12Q: 3 clusters Score -2237526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2237579.000000 Penalty: 3161.639648
	Iteration 13Q: 3 clusters Score -2237579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2237624.750000 Penalty: 3161.639648
	Iteration 14Q: 3 clusters Score -2237625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2237651.500000 Penalty: 3161.639648
	Iteration 15Q: 3 clusters Score -2237652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2237657.250000 Penalty: 3161.639648
	Iteration 16Q: 3 clusters Score -2237657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2237669.500000 Penalty: 3161.639648
	Iteration 17Q: 3 clusters Score -2237670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2237678.750000 Penalty: 3161.639648
	Iteration 18Q: 3 clusters Score -2237679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2237681.750000 Penalty: 3161.639648
	Iteration 19Q: 3 clusters Score -2237682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2237691.500000 Penalty: 3161.639648
	Iteration 20F: 3 clusters Score -2237692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2237708.500000 Penalty: 3161.639648
	Iteration 21Q: 3 clusters Score -2237708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2237719.250000 Penalty: 3161.639648
	Iteration 22Q: 3 clusters Score -2237719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2237737.750000 Penalty: 3161.639648
	Iteration 23Q: 3 clusters Score -2237738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2237773.000000 Penalty: 3161.639648
	Iteration 24Q: 3 clusters Score -2237773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2237800.750000 Penalty: 3161.639648
	Iteration 25Q: 3 clusters Score -2237801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2237809.250000 Penalty: 3161.639648
	Iteration 26Q: 3 clusters Score -2237809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2237813.250000 Penalty: 3161.639648
	Iteration 27Q: 3 clusters Score -2237813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2237820.250000 Penalty: 3161.639648
	Iteration 28Q: 3 clusters Score -2237820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2237830.500000 Penalty: 3161.639648
	Iteration 29Q: 3 clusters Score -2237830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2237835.250000 Penalty: 3161.639648
	Iteration 30Q: 3 clusters Score -2237835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2237836.250000 Penalty: 3161.639648
	Iteration 31Q: 3 clusters Score -2237836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2237840.000000 Penalty: 3161.639648
	Iteration 32Q: 3 clusters Score -2237840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2237842.000000 Penalty: 3161.639648
	Iteration 33Q: 3 clusters Score -2237842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2237842.750000 Penalty: 3161.639648
	Iteration 34Q: 3 clusters Score -2237843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2237842.750000 Penalty: 3161.639648
	Iteration 35F: 3 clusters Score -2237843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 146441 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Entering Unmasked Estep 
Score: -68808384.000000 Penalty: 55694.035156
Splitting cluster 5 changes total score from -68791712.000000 to -68808384.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (146441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Entering Unmasked Estep 
Score: -19825768.000000 Penalty: 1932.836426
	Iteration 0F: 2 clusters Score -1.982577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -19787738.000000 Penalty: 3865.672852
	Iteration 0F: 3 clusters Score -1.978774e+07 nChanged 70517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -19828922.000000 Penalty: 3865.672852
	Iteration 1F: 3 clusters Score -1.982892e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -19830024.000000 Penalty: 3865.672852
	Iteration 2Q: 3 clusters Score -1.983002e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -19831726.000000 Penalty: 3865.672852
	Iteration 3Q: 3 clusters Score -1.983173e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -19834014.000000 Penalty: 3865.672852
	Iteration 4Q: 3 clusters Score -1.983401e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -19837316.000000 Penalty: 3865.672852
	Iteration 5Q: 3 clusters Score -1.983732e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -19842260.000000 Penalty: 3865.672852
	Iteration 6F: 3 clusters Score -1.984226e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -19848918.000000 Penalty: 3865.672852
	Iteration 7F: 3 clusters Score -1.984892e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -19854298.000000 Penalty: 3865.672852
	Iteration 8F: 3 clusters Score -1.98543e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -19856858.000000 Penalty: 3865.672852
	Iteration 9Q: 3 clusters Score -1.985686e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -19857344.000000 Penalty: 3865.672852
	Iteration 10Q: 3 clusters Score -1.985734e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -19857580.000000 Penalty: 3865.672852
	Iteration 11Q: 3 clusters Score -1.985758e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -19857512.000000 Penalty: 3865.672852
	Iteration 12Q: 3 clusters Score -1.985751e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -19857622.000000 Penalty: 3865.672852
	Iteration 13Q: 3 clusters Score -1.985762e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -19857614.000000 Penalty: 3865.672852
	Iteration 14Q: 3 clusters Score -1.985761e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -19857630.000000 Penalty: 3865.672852
	Iteration 15Q: 3 clusters Score -1.985763e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -19857592.000000 Penalty: 3865.672852
	Iteration 16Q: 3 clusters Score -1.985759e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -19857632.000000 Penalty: 3865.672852
	Iteration 17Q: 3 clusters Score -1.985763e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -19857528.000000 Penalty: 3865.672852
	Iteration 18Q: 3 clusters Score -1.985753e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -19857516.000000 Penalty: 3865.672852
	Iteration 19Q: 3 clusters Score -1.985752e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -19857568.000000 Penalty: 3865.672852
	Iteration 20F: 3 clusters Score -1.985757e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -19857642.000000 Penalty: 3865.672852
	Iteration 21Q: 3 clusters Score -1.985764e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -19857656.000000 Penalty: 3865.672852
	Iteration 22Q: 3 clusters Score -1.985766e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -19857678.000000 Penalty: 3865.672852
	Iteration 23Q: 3 clusters Score -1.985768e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -19857668.000000 Penalty: 3865.672852
	Iteration 24Q: 3 clusters Score -1.985767e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -19857746.000000 Penalty: 3865.672852
	Iteration 25Q: 3 clusters Score -1.985775e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -19857796.000000 Penalty: 3865.672852
	Iteration 26Q: 3 clusters Score -1.98578e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -19857760.000000 Penalty: 3865.672852
	Iteration 27Q: 3 clusters Score -1.985776e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -19857760.000000 Penalty: 3865.672852
	Iteration 28Q: 3 clusters Score -1.985776e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -19857748.000000 Penalty: 3865.672852
	Iteration 29Q: 3 clusters Score -1.985775e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -19857770.000000 Penalty: 3865.672852
	Iteration 30Q: 3 clusters Score -1.985777e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -19857760.000000 Penalty: 3865.672852
	Iteration 31Q: 3 clusters Score -1.985776e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -19857814.000000 Penalty: 3865.672852
	Iteration 32Q: 3 clusters Score -1.985781e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -19857788.000000 Penalty: 3865.672852
	Iteration 33Q: 3 clusters Score -1.985779e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -19857838.000000 Penalty: 3865.672852
	Iteration 34Q: 3 clusters Score -1.985784e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -19857906.000000 Penalty: 3865.672852
	Iteration 35Q: 3 clusters Score -1.985791e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -19857934.000000 Penalty: 3865.672852
	Iteration 36Q: 3 clusters Score -1.985793e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -19857942.000000 Penalty: 3865.672852
	Iteration 37Q: 3 clusters Score -1.985794e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -19857948.000000 Penalty: 3865.672852
	Iteration 38Q: 3 clusters Score -1.985795e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -19857990.000000 Penalty: 3865.672852
	Iteration 39Q: 3 clusters Score -1.985799e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -19858068.000000 Penalty: 3865.672852
	Iteration 40F: 3 clusters Score -1.985807e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -19858086.000000 Penalty: 3865.672852
	Iteration 41Q: 3 clusters Score -1.985809e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -19858092.000000 Penalty: 3865.672852
	Iteration 42Q: 3 clusters Score -1.985809e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -19858128.000000 Penalty: 3865.672852
	Iteration 43Q: 3 clusters Score -1.985813e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -19858190.000000 Penalty: 3865.672852
	Iteration 44Q: 3 clusters Score -1.985819e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -19858152.000000 Penalty: 3865.672852
	Iteration 45Q: 3 clusters Score -1.985815e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -19858178.000000 Penalty: 3865.672852
	Iteration 46Q: 3 clusters Score -1.985818e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -19858120.000000 Penalty: 3865.672852
	Iteration 47Q: 3 clusters Score -1.985812e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -19858126.000000 Penalty: 3865.672852
	Iteration 48Q: 3 clusters Score -1.985813e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -19858064.000000 Penalty: 3865.672852
	Iteration 49Q: 3 clusters Score -1.985806e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -19858092.000000 Penalty: 3865.672852
	Iteration 50Q: 3 clusters Score -1.985809e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -19858122.000000 Penalty: 3865.672852
	Iteration 51Q: 3 clusters Score -1.985812e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -19858124.000000 Penalty: 3865.672852
	Iteration 52Q: 3 clusters Score -1.985812e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -19858090.000000 Penalty: 3865.672852
	Iteration 53Q: 3 clusters Score -1.985809e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -19858104.000000 Penalty: 3865.672852
	Iteration 54Q: 3 clusters Score -1.98581e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -19858086.000000 Penalty: 3865.672852
	Iteration 55Q: 3 clusters Score -1.985809e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -19858108.000000 Penalty: 3865.672852
	Iteration 56Q: 3 clusters Score -1.985811e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -19858168.000000 Penalty: 3865.672852
	Iteration 57Q: 3 clusters Score -1.985817e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -19858238.000000 Penalty: 3865.672852
	Iteration 58Q: 3 clusters Score -1.985824e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -19858212.000000 Penalty: 3865.672852
	Iteration 59Q: 3 clusters Score -1.985821e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -19858260.000000 Penalty: 3865.672852
	Iteration 60F: 3 clusters Score -1.985826e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -19858218.000000 Penalty: 3865.672852
	Iteration 61Q: 3 clusters Score -1.985822e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -19858228.000000 Penalty: 3865.672852
	Iteration 62Q: 3 clusters Score -1.985823e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -19858248.000000 Penalty: 3865.672852
	Iteration 63Q: 3 clusters Score -1.985825e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -19858280.000000 Penalty: 3865.672852
	Iteration 64Q: 3 clusters Score -1.985828e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -19858232.000000 Penalty: 3865.672852
	Iteration 65Q: 3 clusters Score -1.985823e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -19858210.000000 Penalty: 3865.672852
	Iteration 66Q: 3 clusters Score -1.985821e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -19858214.000000 Penalty: 3865.672852
	Iteration 67Q: 3 clusters Score -1.985821e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -19858160.000000 Penalty: 3865.672852
	Iteration 68Q: 3 clusters Score -1.985816e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -19858184.000000 Penalty: 3865.672852
	Iteration 69Q: 3 clusters Score -1.985818e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -19858210.000000 Penalty: 3865.672852
	Iteration 70Q: 3 clusters Score -1.985821e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -19858230.000000 Penalty: 3865.672852
	Iteration 71Q: 3 clusters Score -1.985823e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -19858220.000000 Penalty: 3865.672852
	Iteration 72Q: 3 clusters Score -1.985822e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -19858228.000000 Penalty: 3865.672852
	Iteration 73Q: 3 clusters Score -1.985823e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -19858246.000000 Penalty: 3865.672852
	Iteration 74Q: 3 clusters Score -1.985825e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -19858204.000000 Penalty: 3865.672852
	Iteration 75Q: 3 clusters Score -1.98582e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -19858202.000000 Penalty: 3865.672852
	Iteration 76Q: 3 clusters Score -1.98582e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -19858190.000000 Penalty: 3865.672852
	Iteration 77Q: 3 clusters Score -1.985819e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -19858124.000000 Penalty: 3865.672852
	Iteration 78Q: 3 clusters Score -1.985812e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -19858126.000000 Penalty: 3865.672852
	Iteration 79Q: 3 clusters Score -1.985813e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -19858114.000000 Penalty: 3865.672852
	Iteration 80F: 3 clusters Score -1.985811e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -19858142.000000 Penalty: 3865.672852
	Iteration 81Q: 3 clusters Score -1.985814e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -19858108.000000 Penalty: 3865.672852
	Iteration 82Q: 3 clusters Score -1.985811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -19858126.000000 Penalty: 3865.672852
	Iteration 83Q: 3 clusters Score -1.985813e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -19858164.000000 Penalty: 3865.672852
	Iteration 84Q: 3 clusters Score -1.985816e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -19858180.000000 Penalty: 3865.672852
	Iteration 85Q: 3 clusters Score -1.985818e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -19858184.000000 Penalty: 3865.672852
	Iteration 86Q: 3 clusters Score -1.985818e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -19858174.000000 Penalty: 3865.672852
	Iteration 87Q: 3 clusters Score -1.985817e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -19858196.000000 Penalty: 3865.672852
	Iteration 88Q: 3 clusters Score -1.98582e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -19858180.000000 Penalty: 3865.672852
	Iteration 89Q: 3 clusters Score -1.985818e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -19858208.000000 Penalty: 3865.672852
	Iteration 90Q: 3 clusters Score -1.985821e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -19858208.000000 Penalty: 3865.672852
	Iteration 91Q: 3 clusters Score -1.985821e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -19858198.000000 Penalty: 3865.672852
	Iteration 92Q: 3 clusters Score -1.98582e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -19858162.000000 Penalty: 3865.672852
	Iteration 93Q: 3 clusters Score -1.985816e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -19858182.000000 Penalty: 3865.672852
	Iteration 94Q: 3 clusters Score -1.985818e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -19858204.000000 Penalty: 3865.672852
	Iteration 95Q: 3 clusters Score -1.98582e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -19858208.000000 Penalty: 3865.672852
	Iteration 96Q: 3 clusters Score -1.985821e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -19858214.000000 Penalty: 3865.672852
	Iteration 97Q: 3 clusters Score -1.985821e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -19858184.000000 Penalty: 3865.672852
	Iteration 98Q: 3 clusters Score -1.985818e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -19858190.000000 Penalty: 3865.672852
	Iteration 99Q: 3 clusters Score -1.985819e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -19858152.000000 Penalty: 3865.672852
	Iteration 100F: 3 clusters Score -1.985815e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -19858164.000000 Penalty: 3865.672852
	Iteration 101Q: 3 clusters Score -1.985816e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -19858134.000000 Penalty: 3865.672852
	Iteration 102Q: 3 clusters Score -1.985813e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -19858094.000000 Penalty: 3865.672852
	Iteration 103Q: 3 clusters Score -1.985809e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -19858074.000000 Penalty: 3865.672852
	Iteration 104Q: 3 clusters Score -1.985807e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -19858086.000000 Penalty: 3865.672852
	Iteration 105Q: 3 clusters Score -1.985809e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -19858082.000000 Penalty: 3865.672852
	Iteration 106Q: 3 clusters Score -1.985808e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -19858070.000000 Penalty: 3865.672852
	Iteration 107Q: 3 clusters Score -1.985807e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -19858078.000000 Penalty: 3865.672852
	Iteration 108Q: 3 clusters Score -1.985808e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -19858100.000000 Penalty: 3865.672852
	Iteration 109Q: 3 clusters Score -1.98581e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -19858080.000000 Penalty: 3865.672852
	Iteration 110Q: 3 clusters Score -1.985808e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -19858076.000000 Penalty: 3865.672852
	Iteration 111Q: 3 clusters Score -1.985808e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -19858098.000000 Penalty: 3865.672852
	Iteration 112Q: 3 clusters Score -1.98581e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -19858104.000000 Penalty: 3865.672852
	Iteration 113Q: 3 clusters Score -1.98581e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -19858150.000000 Penalty: 3865.672852
	Iteration 114Q: 3 clusters Score -1.985815e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -19858178.000000 Penalty: 3865.672852
	Iteration 115Q: 3 clusters Score -1.985818e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -19858158.000000 Penalty: 3865.672852
	Iteration 116Q: 3 clusters Score -1.985816e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -19858186.000000 Penalty: 3865.672852
	Iteration 117Q: 3 clusters Score -1.985819e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -19858170.000000 Penalty: 3865.672852
	Iteration 118Q: 3 clusters Score -1.985817e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -19858176.000000 Penalty: 3865.672852
	Iteration 119Q: 3 clusters Score -1.985818e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -19858150.000000 Penalty: 3865.672852
	Iteration 120F: 3 clusters Score -1.985815e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -19858116.000000 Penalty: 3865.672852
	Iteration 121Q: 3 clusters Score -1.985812e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -19858128.000000 Penalty: 3865.672852
	Iteration 122Q: 3 clusters Score -1.985813e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -19858144.000000 Penalty: 3865.672852
	Iteration 123Q: 3 clusters Score -1.985814e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -19858108.000000 Penalty: 3865.672852
	Iteration 124Q: 3 clusters Score -1.985811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -19858128.000000 Penalty: 3865.672852
	Iteration 125Q: 3 clusters Score -1.985813e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -19858090.000000 Penalty: 3865.672852
	Iteration 126Q: 3 clusters Score -1.985809e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -19858110.000000 Penalty: 3865.672852
	Iteration 127Q: 3 clusters Score -1.985811e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -19858076.000000 Penalty: 3865.672852
	Iteration 128Q: 3 clusters Score -1.985808e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -19858078.000000 Penalty: 3865.672852
	Iteration 129Q: 3 clusters Score -1.985808e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -19858098.000000 Penalty: 3865.672852
	Iteration 130Q: 3 clusters Score -1.98581e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -19858080.000000 Penalty: 3865.672852
	Iteration 131Q: 3 clusters Score -1.985808e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -19858072.000000 Penalty: 3865.672852
	Iteration 132Q: 3 clusters Score -1.985807e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -19858104.000000 Penalty: 3865.672852
	Iteration 133Q: 3 clusters Score -1.98581e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -19858120.000000 Penalty: 3865.672852
	Iteration 134Q: 3 clusters Score -1.985812e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -19858106.000000 Penalty: 3865.672852
	Iteration 135Q: 3 clusters Score -1.985811e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -19858132.000000 Penalty: 3865.672852
	Iteration 136Q: 3 clusters Score -1.985813e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -19858152.000000 Penalty: 3865.672852
	Iteration 137Q: 3 clusters Score -1.985815e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -19858164.000000 Penalty: 3865.672852
	Iteration 138Q: 3 clusters Score -1.985816e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -19858144.000000 Penalty: 3865.672852
	Iteration 139Q: 3 clusters Score -1.985814e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -19858168.000000 Penalty: 3865.672852
	Iteration 140F: 3 clusters Score -1.985817e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -19858226.000000 Penalty: 3865.672852
	Iteration 141Q: 3 clusters Score -1.985823e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -19858228.000000 Penalty: 3865.672852
	Iteration 142Q: 3 clusters Score -1.985823e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -19858234.000000 Penalty: 3865.672852
	Iteration 143Q: 3 clusters Score -1.985823e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -19858206.000000 Penalty: 3865.672852
	Iteration 144Q: 3 clusters Score -1.985821e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -19858244.000000 Penalty: 3865.672852
	Iteration 145Q: 3 clusters Score -1.985824e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -19858208.000000 Penalty: 3865.672852
	Iteration 146Q: 3 clusters Score -1.985821e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -19858248.000000 Penalty: 3865.672852
	Iteration 147Q: 3 clusters Score -1.985825e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -19858214.000000 Penalty: 3865.672852
	Iteration 148Q: 3 clusters Score -1.985821e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -19858172.000000 Penalty: 3865.672852
	Iteration 149Q: 3 clusters Score -1.985817e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -19858218.000000 Penalty: 3865.672852
	Iteration 150Q: 3 clusters Score -1.985822e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -19858246.000000 Penalty: 3865.672852
	Iteration 151Q: 3 clusters Score -1.985825e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -19858272.000000 Penalty: 3865.672852
	Iteration 152Q: 3 clusters Score -1.985827e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -19858258.000000 Penalty: 3865.672852
	Iteration 153Q: 3 clusters Score -1.985826e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 154Q: 3 clusters Score -1.985834e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -19858360.000000 Penalty: 3865.672852
	Iteration 155Q: 3 clusters Score -1.985836e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -19858366.000000 Penalty: 3865.672852
	Iteration 156Q: 3 clusters Score -1.985837e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -19858370.000000 Penalty: 3865.672852
	Iteration 157Q: 3 clusters Score -1.985837e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -19858318.000000 Penalty: 3865.672852
	Iteration 158Q: 3 clusters Score -1.985832e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -19858338.000000 Penalty: 3865.672852
	Iteration 159Q: 3 clusters Score -1.985834e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -19858328.000000 Penalty: 3865.672852
	Iteration 160F: 3 clusters Score -1.985833e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 161Q: 3 clusters Score -1.985834e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 3865.672852
	Iteration 162Q: 3 clusters Score -1.985835e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 163Q: 3 clusters Score -1.985832e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -19858296.000000 Penalty: 3865.672852
	Iteration 164Q: 3 clusters Score -1.98583e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -19858288.000000 Penalty: 3865.672852
	Iteration 165Q: 3 clusters Score -1.985829e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -19858244.000000 Penalty: 3865.672852
	Iteration 166Q: 3 clusters Score -1.985824e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -19858222.000000 Penalty: 3865.672852
	Iteration 167Q: 3 clusters Score -1.985822e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -19858258.000000 Penalty: 3865.672852
	Iteration 168Q: 3 clusters Score -1.985826e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -19858252.000000 Penalty: 3865.672852
	Iteration 169Q: 3 clusters Score -1.985825e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -19858268.000000 Penalty: 3865.672852
	Iteration 170Q: 3 clusters Score -1.985827e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -19858258.000000 Penalty: 3865.672852
	Iteration 171Q: 3 clusters Score -1.985826e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -19858272.000000 Penalty: 3865.672852
	Iteration 172Q: 3 clusters Score -1.985827e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 173Q: 3 clusters Score -1.985832e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -19858258.000000 Penalty: 3865.672852
	Iteration 174Q: 3 clusters Score -1.985826e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -19858290.000000 Penalty: 3865.672852
	Iteration 175Q: 3 clusters Score -1.985829e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -19858286.000000 Penalty: 3865.672852
	Iteration 176Q: 3 clusters Score -1.985829e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -19858308.000000 Penalty: 3865.672852
	Iteration 177Q: 3 clusters Score -1.985831e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -19858332.000000 Penalty: 3865.672852
	Iteration 178Q: 3 clusters Score -1.985833e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -19858368.000000 Penalty: 3865.672852
	Iteration 179Q: 3 clusters Score -1.985837e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -19858414.000000 Penalty: 3865.672852
	Iteration 180F: 3 clusters Score -1.985841e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -19858426.000000 Penalty: 3865.672852
	Iteration 181Q: 3 clusters Score -1.985843e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -19858484.000000 Penalty: 3865.672852
	Iteration 182Q: 3 clusters Score -1.985848e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -19858532.000000 Penalty: 3865.672852
	Iteration 183Q: 3 clusters Score -1.985853e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -19858544.000000 Penalty: 3865.672852
	Iteration 184Q: 3 clusters Score -1.985854e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.985853e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.985858e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.985859e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.985861e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -19858562.000000 Penalty: 3865.672852
	Iteration 189Q: 3 clusters Score -1.985856e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -19858570.000000 Penalty: 3865.672852
	Iteration 190Q: 3 clusters Score -1.985857e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.985857e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -19858516.000000 Penalty: 3865.672852
	Iteration 192Q: 3 clusters Score -1.985852e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -19858558.000000 Penalty: 3865.672852
	Iteration 193Q: 3 clusters Score -1.985856e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -19858534.000000 Penalty: 3865.672852
	Iteration 194Q: 3 clusters Score -1.985853e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -19858534.000000 Penalty: 3865.672852
	Iteration 195Q: 3 clusters Score -1.985853e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -19858530.000000 Penalty: 3865.672852
	Iteration 196Q: 3 clusters Score -1.985853e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -19858514.000000 Penalty: 3865.672852
	Iteration 197Q: 3 clusters Score -1.985851e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -19858538.000000 Penalty: 3865.672852
	Iteration 198Q: 3 clusters Score -1.985854e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -19858544.000000 Penalty: 3865.672852
	Iteration 199Q: 3 clusters Score -1.985854e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -19858530.000000 Penalty: 3865.672852
	Iteration 200F: 3 clusters Score -1.985853e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.985849e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.985848e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -19858468.000000 Penalty: 3865.672852
	Iteration 203Q: 3 clusters Score -1.985847e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -19858490.000000 Penalty: 3865.672852
	Iteration 204Q: 3 clusters Score -1.985849e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.985844e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.985841e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.985841e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.985837e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.985838e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.985836e+07 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.985838e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.985836e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.985835e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.985833e+07 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.985833e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.985835e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.985838e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.98584e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.98584e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.98584e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.985842e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.985838e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.98584e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.985839e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -19858386.000000 Penalty: 3865.672852
	Iteration 225Q: 3 clusters Score -1.985839e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.985834e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.985835e+07 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.985837e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.985839e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.985843e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.985843e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.985841e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.985844e+07 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.985844e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.985841e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.985844e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1.985844e+07 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1.985841e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1.985841e+07 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1.985843e+07 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.985844e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.985843e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.985844e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.985845e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.985844e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.985842e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.985839e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.985841e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.985842e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.985841e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.985844e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.985844e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.985845e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1.985845e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1.985847e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1.985848e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1.98585e+07 nChanged 92
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.98585e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1.985852e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1.985852e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.985852e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.98585e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.985849e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1.985851e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1.985851e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.985849e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1.98585e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.98585e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1.985849e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1.985847e+07 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1.985849e+07 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1.985846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -19858460.000000 Penalty: 3865.672852
	Iteration 273Q: 3 clusters Score -1.985846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -19858456.000000 Penalty: 3865.672852
	Iteration 274Q: 3 clusters Score -1.985846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -19858446.000000 Penalty: 3865.672852
	Iteration 275Q: 3 clusters Score -1.985845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -19858440.000000 Penalty: 3865.672852
	Iteration 276Q: 3 clusters Score -1.985844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -19858454.000000 Penalty: 3865.672852
	Iteration 277Q: 3 clusters Score -1.985845e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -19858470.000000 Penalty: 3865.672852
	Iteration 278Q: 3 clusters Score -1.985847e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -19858474.000000 Penalty: 3865.672852
	Iteration 279Q: 3 clusters Score -1.985847e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -19858468.000000 Penalty: 3865.672852
	Iteration 280F: 3 clusters Score -1.985847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -19858458.000000 Penalty: 3865.672852
	Iteration 281Q: 3 clusters Score -1.985846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -19858458.000000 Penalty: 3865.672852
	Iteration 282Q: 3 clusters Score -1.985846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -19858426.000000 Penalty: 3865.672852
	Iteration 283Q: 3 clusters Score -1.985843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -19858438.000000 Penalty: 3865.672852
	Iteration 284Q: 3 clusters Score -1.985844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -19858414.000000 Penalty: 3865.672852
	Iteration 285Q: 3 clusters Score -1.985841e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -19858430.000000 Penalty: 3865.672852
	Iteration 286Q: 3 clusters Score -1.985843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -19858424.000000 Penalty: 3865.672852
	Iteration 287Q: 3 clusters Score -1.985842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -19858396.000000 Penalty: 3865.672852
	Iteration 288Q: 3 clusters Score -1.98584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -19858402.000000 Penalty: 3865.672852
	Iteration 289Q: 3 clusters Score -1.98584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -19858406.000000 Penalty: 3865.672852
	Iteration 290Q: 3 clusters Score -1.985841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3865.672852
	Iteration 291Q: 3 clusters Score -1.985841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3865.672852
	Iteration 292Q: 3 clusters Score -1.985841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -19858406.000000 Penalty: 3865.672852
	Iteration 293Q: 3 clusters Score -1.985841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -19858402.000000 Penalty: 3865.672852
	Iteration 294Q: 3 clusters Score -1.98584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -19858392.000000 Penalty: 3865.672852
	Iteration 295Q: 3 clusters Score -1.985839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3865.672852
	Iteration 296Q: 3 clusters Score -1.985841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -19858422.000000 Penalty: 3865.672852
	Iteration 297Q: 3 clusters Score -1.985842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3865.672852
	Iteration 298Q: 3 clusters Score -1.985841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -19858398.000000 Penalty: 3865.672852
	Iteration 299Q: 3 clusters Score -1.98584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -19858418.000000 Penalty: 3865.672852
	Iteration 300F: 3 clusters Score -1.985842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -19858386.000000 Penalty: 3865.672852
	Iteration 301Q: 3 clusters Score -1.985839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -19858382.000000 Penalty: 3865.672852
	Iteration 302Q: 3 clusters Score -1.985838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -19858378.000000 Penalty: 3865.672852
	Iteration 303Q: 3 clusters Score -1.985838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -19858368.000000 Penalty: 3865.672852
	Iteration 304Q: 3 clusters Score -1.985837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -19858382.000000 Penalty: 3865.672852
	Iteration 305Q: 3 clusters Score -1.985838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -19858384.000000 Penalty: 3865.672852
	Iteration 306Q: 3 clusters Score -1.985838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -19858380.000000 Penalty: 3865.672852
	Iteration 307Q: 3 clusters Score -1.985838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -19858384.000000 Penalty: 3865.672852
	Iteration 308Q: 3 clusters Score -1.985838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -19858364.000000 Penalty: 3865.672852
	Iteration 309Q: 3 clusters Score -1.985836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -19858392.000000 Penalty: 3865.672852
	Iteration 310Q: 3 clusters Score -1.985839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -19858384.000000 Penalty: 3865.672852
	Iteration 311Q: 3 clusters Score -1.985838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -19858376.000000 Penalty: 3865.672852
	Iteration 312Q: 3 clusters Score -1.985838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -19858352.000000 Penalty: 3865.672852
	Iteration 313Q: 3 clusters Score -1.985835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -19858340.000000 Penalty: 3865.672852
	Iteration 314Q: 3 clusters Score -1.985834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -19858352.000000 Penalty: 3865.672852
	Iteration 315Q: 3 clusters Score -1.985835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -19858354.000000 Penalty: 3865.672852
	Iteration 316Q: 3 clusters Score -1.985835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -19858358.000000 Penalty: 3865.672852
	Iteration 317Q: 3 clusters Score -1.985836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -19858366.000000 Penalty: 3865.672852
	Iteration 318Q: 3 clusters Score -1.985837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -19858358.000000 Penalty: 3865.672852
	Iteration 319Q: 3 clusters Score -1.985836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 320F: 3 clusters Score -1.985834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 3865.672852
	Iteration 321Q: 3 clusters Score -1.985835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -19858344.000000 Penalty: 3865.672852
	Iteration 322Q: 3 clusters Score -1.985834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -19858332.000000 Penalty: 3865.672852
	Iteration 323Q: 3 clusters Score -1.985833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -19858328.000000 Penalty: 3865.672852
	Iteration 324Q: 3 clusters Score -1.985833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -19858362.000000 Penalty: 3865.672852
	Iteration 325Q: 3 clusters Score -1.985836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -19858358.000000 Penalty: 3865.672852
	Iteration 326Q: 3 clusters Score -1.985836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -19858364.000000 Penalty: 3865.672852
	Iteration 327Q: 3 clusters Score -1.985836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -19858362.000000 Penalty: 3865.672852
	Iteration 328Q: 3 clusters Score -1.985836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -19858356.000000 Penalty: 3865.672852
	Iteration 329Q: 3 clusters Score -1.985836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -19858376.000000 Penalty: 3865.672852
	Iteration 330Q: 3 clusters Score -1.985838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -19858352.000000 Penalty: 3865.672852
	Iteration 331Q: 3 clusters Score -1.985835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -19858368.000000 Penalty: 3865.672852
	Iteration 332Q: 3 clusters Score -1.985837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 333Q: 3 clusters Score -1.985834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -19858348.000000 Penalty: 3865.672852
	Iteration 334Q: 3 clusters Score -1.985835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -19858342.000000 Penalty: 3865.672852
	Iteration 335Q: 3 clusters Score -1.985834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -19858342.000000 Penalty: 3865.672852
	Iteration 336Q: 3 clusters Score -1.985834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 3865.672852
	Iteration 337Q: 3 clusters Score -1.985835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 3865.672852
	Iteration 338Q: 3 clusters Score -1.985835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -19858338.000000 Penalty: 3865.672852
	Iteration 339Q: 3 clusters Score -1.985834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -19858330.000000 Penalty: 3865.672852
	Iteration 340F: 3 clusters Score -1.985833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 341Q: 3 clusters Score -1.985834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -19858352.000000 Penalty: 3865.672852
	Iteration 342Q: 3 clusters Score -1.985835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 3865.672852
	Iteration 343Q: 3 clusters Score -1.985835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 344Q: 3 clusters Score -1.985832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 345Q: 3 clusters Score -1.985832e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -19858300.000000 Penalty: 3865.672852
	Iteration 346Q: 3 clusters Score -1.98583e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -19858308.000000 Penalty: 3865.672852
	Iteration 347Q: 3 clusters Score -1.985831e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -19858300.000000 Penalty: 3865.672852
	Iteration 348Q: 3 clusters Score -1.98583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -19858328.000000 Penalty: 3865.672852
	Iteration 349Q: 3 clusters Score -1.985833e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -19858326.000000 Penalty: 3865.672852
	Iteration 350Q: 3 clusters Score -1.985833e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -19858334.000000 Penalty: 3865.672852
	Iteration 351Q: 3 clusters Score -1.985833e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -19858348.000000 Penalty: 3865.672852
	Iteration 352Q: 3 clusters Score -1.985835e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 3865.672852
	Iteration 353Q: 3 clusters Score -1.985835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 3865.672852
	Iteration 354Q: 3 clusters Score -1.985835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -19858348.000000 Penalty: 3865.672852
	Iteration 355Q: 3 clusters Score -1.985835e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -19858340.000000 Penalty: 3865.672852
	Iteration 356Q: 3 clusters Score -1.985834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 3865.672852
	Iteration 357Q: 3 clusters Score -1.985835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -19858348.000000 Penalty: 3865.672852
	Iteration 358Q: 3 clusters Score -1.985835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 3865.672852
	Iteration 359Q: 3 clusters Score -1.985835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -19858330.000000 Penalty: 3865.672852
	Iteration 360F: 3 clusters Score -1.985833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -19858336.000000 Penalty: 3865.672852
	Iteration 361Q: 3 clusters Score -1.985834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -19858326.000000 Penalty: 3865.672852
	Iteration 362Q: 3 clusters Score -1.985833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -19858334.000000 Penalty: 3865.672852
	Iteration 363Q: 3 clusters Score -1.985833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -19858344.000000 Penalty: 3865.672852
	Iteration 364Q: 3 clusters Score -1.985834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -19858368.000000 Penalty: 3865.672852
	Iteration 365Q: 3 clusters Score -1.985837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -19858360.000000 Penalty: 3865.672852
	Iteration 366Q: 3 clusters Score -1.985836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -19858380.000000 Penalty: 3865.672852
	Iteration 367Q: 3 clusters Score -1.985838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -19858388.000000 Penalty: 3865.672852
	Iteration 368Q: 3 clusters Score -1.985839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -19858398.000000 Penalty: 3865.672852
	Iteration 369Q: 3 clusters Score -1.98584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -19858400.000000 Penalty: 3865.672852
	Iteration 370Q: 3 clusters Score -1.98584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -19858404.000000 Penalty: 3865.672852
	Iteration 371Q: 3 clusters Score -1.98584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -19858372.000000 Penalty: 3865.672852
	Iteration 372Q: 3 clusters Score -1.985837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -19858376.000000 Penalty: 3865.672852
	Iteration 373Q: 3 clusters Score -1.985838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -19858382.000000 Penalty: 3865.672852
	Iteration 374Q: 3 clusters Score -1.985838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -19858376.000000 Penalty: 3865.672852
	Iteration 375Q: 3 clusters Score -1.985838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -19858366.000000 Penalty: 3865.672852
	Iteration 376Q: 3 clusters Score -1.985837e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 3865.672852
	Iteration 377Q: 3 clusters Score -1.985835e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -19858362.000000 Penalty: 3865.672852
	Iteration 378Q: 3 clusters Score -1.985836e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -19858358.000000 Penalty: 3865.672852
	Iteration 379Q: 3 clusters Score -1.985836e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -19858390.000000 Penalty: 3865.672852
	Iteration 380F: 3 clusters Score -1.985839e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -19858386.000000 Penalty: 3865.672852
	Iteration 381Q: 3 clusters Score -1.985839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -19858362.000000 Penalty: 3865.672852
	Iteration 382Q: 3 clusters Score -1.985836e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 383Q: 3 clusters Score -1.985832e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -19858288.000000 Penalty: 3865.672852
	Iteration 384Q: 3 clusters Score -1.985829e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -19858312.000000 Penalty: 3865.672852
	Iteration 385Q: 3 clusters Score -1.985831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 386Q: 3 clusters Score -1.985832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -19858310.000000 Penalty: 3865.672852
	Iteration 387Q: 3 clusters Score -1.985831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 388Q: 3 clusters Score -1.985832e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 389Q: 3 clusters Score -1.985832e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 390Q: 3 clusters Score -1.985832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -19858318.000000 Penalty: 3865.672852
	Iteration 391Q: 3 clusters Score -1.985832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -19858322.000000 Penalty: 3865.672852
	Iteration 392Q: 3 clusters Score -1.985832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -19858318.000000 Penalty: 3865.672852
	Iteration 393Q: 3 clusters Score -1.985832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 394Q: 3 clusters Score -1.985832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -19858340.000000 Penalty: 3865.672852
	Iteration 395Q: 3 clusters Score -1.985834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -19858324.000000 Penalty: 3865.672852
	Iteration 396Q: 3 clusters Score -1.985832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -19858316.000000 Penalty: 3865.672852
	Iteration 397Q: 3 clusters Score -1.985832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 398Q: 3 clusters Score -1.985832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -19858320.000000 Penalty: 3865.672852
	Iteration 399F: 3 clusters Score -1.985832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Entering Unmasked Estep 
Score: -68840632.000000 Penalty: 57836.113281
Splitting cluster 6 changes total score from -68791712.000000 to -68840632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -460314.000000 Penalty: 1331.651978
	Iteration 0F: 2 clusters Score -460314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -457320.187500 Penalty: 2663.303955
	Iteration 0F: 3 clusters Score -457320.2 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -458877.937500 Penalty: 2663.303955
	Iteration 1F: 3 clusters Score -458877.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -459586.218750 Penalty: 2663.303955
	Iteration 2F: 3 clusters Score -459586.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -460065.593750 Penalty: 2663.303955
	Iteration 3F: 3 clusters Score -460065.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -460328.312500 Penalty: 2663.303955
	Iteration 4F: 3 clusters Score -460328.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -460544.062500 Penalty: 2663.303955
	Iteration 5Q: 3 clusters Score -460544.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -460783.187500 Penalty: 2663.303955
	Iteration 6Q: 3 clusters Score -460783.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -460915.093750 Penalty: 2663.303955
	Iteration 7Q: 3 clusters Score -460915.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -460978.437500 Penalty: 2663.303955
	Iteration 8Q: 3 clusters Score -460978.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -461014.343750 Penalty: 2663.303955
	Iteration 9Q: 3 clusters Score -461014.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -461043.156250 Penalty: 2663.303955
	Iteration 10Q: 3 clusters Score -461043.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -461080.531250 Penalty: 2663.303955
	Iteration 11Q: 3 clusters Score -461080.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -461131.968750 Penalty: 2663.303955
	Iteration 12Q: 3 clusters Score -461132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -461166.593750 Penalty: 2663.303955
	Iteration 13Q: 3 clusters Score -461166.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -461182.375000 Penalty: 2663.303955
	Iteration 14Q: 3 clusters Score -461182.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -461191.343750 Penalty: 2663.303955
	Iteration 15Q: 3 clusters Score -461191.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -461199.093750 Penalty: 2663.303955
	Iteration 16Q: 3 clusters Score -461199.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -461206.625000 Penalty: 2663.303955
	Iteration 17Q: 3 clusters Score -461206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -461211.687500 Penalty: 2663.303955
	Iteration 18Q: 3 clusters Score -461211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -461216.187500 Penalty: 2663.303955
	Iteration 19Q: 3 clusters Score -461216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -461220.125000 Penalty: 2663.303955
	Iteration 20F: 3 clusters Score -461220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -461223.000000 Penalty: 2663.303955
	Iteration 21Q: 3 clusters Score -461223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -461226.250000 Penalty: 2663.303955
	Iteration 22Q: 3 clusters Score -461226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -461229.281250 Penalty: 2663.303955
	Iteration 23Q: 3 clusters Score -461229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -461232.656250 Penalty: 2663.303955
	Iteration 24Q: 3 clusters Score -461232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -461232.437500 Penalty: 2663.303955
	Iteration 25Q: 3 clusters Score -461232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -461233.968750 Penalty: 2663.303955
	Iteration 26Q: 3 clusters Score -461234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -461234.000000 Penalty: 2663.303955
	Iteration 27Q: 3 clusters Score -461234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -461238.531250 Penalty: 2663.303955
	Iteration 28Q: 3 clusters Score -461238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -461240.500000 Penalty: 2663.303955
	Iteration 29Q: 3 clusters Score -461240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -461241.406250 Penalty: 2663.303955
	Iteration 30Q: 3 clusters Score -461241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -461246.125000 Penalty: 2663.303955
	Iteration 31Q: 3 clusters Score -461246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -461248.906250 Penalty: 2663.303955
	Iteration 32Q: 3 clusters Score -461248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -461251.125000 Penalty: 2663.303955
	Iteration 33Q: 3 clusters Score -461251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -461251.468750 Penalty: 2663.303955
	Iteration 34Q: 3 clusters Score -461251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -461251.468750 Penalty: 2663.303955
	Iteration 35F: 3 clusters Score -461251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Entering Unmasked Estep 
Score: -68840680.000000 Penalty: 59978.191406
Splitting cluster 7 changes total score from -68791712.000000 to -68840680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (61942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Entering Unmasked Estep 
Score: -7898635.000000 Penalty: 1793.017456
	Iteration 0F: 2 clusters Score -7898635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -7857337.000000 Penalty: 3586.034912
	Iteration 0F: 3 clusters Score -7857337 nChanged 29312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -7875412.000000 Penalty: 3586.034912
	Iteration 1F: 3 clusters Score -7875412 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -7877845.500000 Penalty: 3586.034912
	Iteration 2F: 3 clusters Score -7877846 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -7881514.000000 Penalty: 3586.034912
	Iteration 3F: 3 clusters Score -7881514 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7885871 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -7889383.500000 Penalty: 3586.034912
	Iteration 5F: 3 clusters Score -7889384 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -7891534.500000 Penalty: 3586.034912
	Iteration 6F: 3 clusters Score -7891534 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -7892835.500000 Penalty: 3586.034912
	Iteration 7Q: 3 clusters Score -7892836 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7893671.500000 Penalty: 3586.034912
	Iteration 8Q: 3 clusters Score -7893672 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -7894318.000000 Penalty: 3586.034912
	Iteration 9Q: 3 clusters Score -7894318 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7894733.500000 Penalty: 3586.034912
	Iteration 10Q: 3 clusters Score -7894734 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -7895155.000000 Penalty: 3586.034912
	Iteration 11Q: 3 clusters Score -7895155 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -7895465.500000 Penalty: 3586.034912
	Iteration 12Q: 3 clusters Score -7895466 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -7895777.500000 Penalty: 3586.034912
	Iteration 13Q: 3 clusters Score -7895778 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -7896080.500000 Penalty: 3586.034912
	Iteration 14Q: 3 clusters Score -7896080 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -7896450.500000 Penalty: 3586.034912
	Iteration 15Q: 3 clusters Score -7896450 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -7896794.000000 Penalty: 3586.034912
	Iteration 16Q: 3 clusters Score -7896794 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7897191.000000 Penalty: 3586.034912
	Iteration 17Q: 3 clusters Score -7897191 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -7897600.000000 Penalty: 3586.034912
	Iteration 18Q: 3 clusters Score -7897600 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -7898011.500000 Penalty: 3586.034912
	Iteration 19Q: 3 clusters Score -7898012 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7898544.500000 Penalty: 3586.034912
	Iteration 20F: 3 clusters Score -7898544 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7899190.500000 Penalty: 3586.034912
	Iteration 21Q: 3 clusters Score -7899190 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -7899993.500000 Penalty: 3586.034912
	Iteration 22Q: 3 clusters Score -7899994 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -7900826.000000 Penalty: 3586.034912
	Iteration 23Q: 3 clusters Score -7900826 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -7901306.500000 Penalty: 3586.034912
	Iteration 24Q: 3 clusters Score -7901306 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7901541.000000 Penalty: 3586.034912
	Iteration 25Q: 3 clusters Score -7901541 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -7901643.000000 Penalty: 3586.034912
	Iteration 26Q: 3 clusters Score -7901643 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -7901715.500000 Penalty: 3586.034912
	Iteration 27Q: 3 clusters Score -7901716 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -7901770.500000 Penalty: 3586.034912
	Iteration 28Q: 3 clusters Score -7901770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -7901820.000000 Penalty: 3586.034912
	Iteration 29Q: 3 clusters Score -7901820 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -7901867.500000 Penalty: 3586.034912
	Iteration 30Q: 3 clusters Score -7901868 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -7901943.000000 Penalty: 3586.034912
	Iteration 31Q: 3 clusters Score -7901943 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -7901980.000000 Penalty: 3586.034912
	Iteration 32Q: 3 clusters Score -7901980 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -7902012.000000 Penalty: 3586.034912
	Iteration 33Q: 3 clusters Score -7902012 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -7902074.000000 Penalty: 3586.034912
	Iteration 34Q: 3 clusters Score -7902074 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -7902127.500000 Penalty: 3586.034912
	Iteration 35Q: 3 clusters Score -7902128 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -7902178.500000 Penalty: 3586.034912
	Iteration 36Q: 3 clusters Score -7902178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -7902183.500000 Penalty: 3586.034912
	Iteration 37Q: 3 clusters Score -7902184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -7902201.500000 Penalty: 3586.034912
	Iteration 38Q: 3 clusters Score -7902202 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -7902224.500000 Penalty: 3586.034912
	Iteration 39Q: 3 clusters Score -7902224 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -7902249.500000 Penalty: 3586.034912
	Iteration 40F: 3 clusters Score -7902250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -7902283.500000 Penalty: 3586.034912
	Iteration 41Q: 3 clusters Score -7902284 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -7902310.000000 Penalty: 3586.034912
	Iteration 42Q: 3 clusters Score -7902310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -7902348.000000 Penalty: 3586.034912
	Iteration 43Q: 3 clusters Score -7902348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -7902377.500000 Penalty: 3586.034912
	Iteration 44Q: 3 clusters Score -7902378 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -7902402.000000 Penalty: 3586.034912
	Iteration 45Q: 3 clusters Score -7902402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -7902419.000000 Penalty: 3586.034912
	Iteration 46Q: 3 clusters Score -7902419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -7902422.500000 Penalty: 3586.034912
	Iteration 47Q: 3 clusters Score -7902422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -7902437.500000 Penalty: 3586.034912
	Iteration 48Q: 3 clusters Score -7902438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7902419 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -7902438.000000 Penalty: 3586.034912
	Iteration 50Q: 3 clusters Score -7902438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -7902467.000000 Penalty: 3586.034912
	Iteration 51Q: 3 clusters Score -7902467 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -7902488.500000 Penalty: 3586.034912
	Iteration 52Q: 3 clusters Score -7902488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -7902489.500000 Penalty: 3586.034912
	Iteration 53Q: 3 clusters Score -7902490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -7902489.000000 Penalty: 3586.034912
	Iteration 54Q: 3 clusters Score -7902489 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -7902541.000000 Penalty: 3586.034912
	Iteration 55Q: 3 clusters Score -7902541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -7902550.000000 Penalty: 3586.034912
	Iteration 56Q: 3 clusters Score -7902550 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -7902563.500000 Penalty: 3586.034912
	Iteration 57Q: 3 clusters Score -7902564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -7902579.000000 Penalty: 3586.034912
	Iteration 58Q: 3 clusters Score -7902579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -7902569.000000 Penalty: 3586.034912
	Iteration 59Q: 3 clusters Score -7902569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7902590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -7902613.000000 Penalty: 3586.034912
	Iteration 61Q: 3 clusters Score -7902613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -7902652.000000 Penalty: 3586.034912
	Iteration 62Q: 3 clusters Score -7902652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7902670.500000 Penalty: 3586.034912
	Iteration 63Q: 3 clusters Score -7902670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7902713.000000 Penalty: 3586.034912
	Iteration 64Q: 3 clusters Score -7902713 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -7902759.000000 Penalty: 3586.034912
	Iteration 65Q: 3 clusters Score -7902759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -7902786.500000 Penalty: 3586.034912
	Iteration 66Q: 3 clusters Score -7902786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -7902813.000000 Penalty: 3586.034912
	Iteration 67Q: 3 clusters Score -7902813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -7902852.000000 Penalty: 3586.034912
	Iteration 68Q: 3 clusters Score -7902852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -7902868.500000 Penalty: 3586.034912
	Iteration 69Q: 3 clusters Score -7902868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7902899.500000 Penalty: 3586.034912
	Iteration 70Q: 3 clusters Score -7902900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -7902925.500000 Penalty: 3586.034912
	Iteration 71Q: 3 clusters Score -7902926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7902937.500000 Penalty: 3586.034912
	Iteration 72Q: 3 clusters Score -7902938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -7902942.000000 Penalty: 3586.034912
	Iteration 73Q: 3 clusters Score -7902942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -7902953.500000 Penalty: 3586.034912
	Iteration 74Q: 3 clusters Score -7902954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7902956.000000 Penalty: 3586.034912
	Iteration 75Q: 3 clusters Score -7902956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7902960.500000 Penalty: 3586.034912
	Iteration 76Q: 3 clusters Score -7902960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7902956.500000 Penalty: 3586.034912
	Iteration 77Q: 3 clusters Score -7902956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -7902941.000000 Penalty: 3586.034912
	Iteration 78Q: 3 clusters Score -7902941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -7902952.000000 Penalty: 3586.034912
	Iteration 79Q: 3 clusters Score -7902952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -7902947.000000 Penalty: 3586.034912
	Iteration 80F: 3 clusters Score -7902947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7902958.000000 Penalty: 3586.034912
	Iteration 81Q: 3 clusters Score -7902958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7902957.000000 Penalty: 3586.034912
	Iteration 82Q: 3 clusters Score -7902957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -7902954.500000 Penalty: 3586.034912
	Iteration 83Q: 3 clusters Score -7902954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -7902959.000000 Penalty: 3586.034912
	Iteration 84Q: 3 clusters Score -7902959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -7902964.000000 Penalty: 3586.034912
	Iteration 85Q: 3 clusters Score -7902964 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7902964.500000 Penalty: 3586.034912
	Iteration 86Q: 3 clusters Score -7902964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -7902961.000000 Penalty: 3586.034912
	Iteration 87Q: 3 clusters Score -7902961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7902955.000000 Penalty: 3586.034912
	Iteration 88Q: 3 clusters Score -7902955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -7902965.000000 Penalty: 3586.034912
	Iteration 89Q: 3 clusters Score -7902965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -7902964.500000 Penalty: 3586.034912
	Iteration 90Q: 3 clusters Score -7902964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7902964.500000 Penalty: 3586.034912
	Iteration 91Q: 3 clusters Score -7902964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -7902966.500000 Penalty: 3586.034912
	Iteration 92Q: 3 clusters Score -7902966 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7902966.500000 Penalty: 3586.034912
	Iteration 93Q: 3 clusters Score -7902966 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -7902969.500000 Penalty: 3586.034912
	Iteration 94Q: 3 clusters Score -7902970 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7902970 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -7902970.000000 Penalty: 3586.034912
	Iteration 96Q: 3 clusters Score -7902970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -7902970.000000 Penalty: 3586.034912
	Iteration 97F: 3 clusters Score -7902970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Entering Unmasked Estep 
Score: -68844376.000000 Penalty: 62120.269531
Splitting cluster 8 changes total score from -68791712.000000 to -68844376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -956268.125000 Penalty: 1448.583008
	Iteration 0F: 2 clusters Score -956268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -950768.875000 Penalty: 2897.166016
	Iteration 0F: 3 clusters Score -950768.9 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -952673.375000 Penalty: 2897.166016
	Iteration 1F: 3 clusters Score -952673.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -953451.937500 Penalty: 2897.166016
	Iteration 2F: 3 clusters Score -953451.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -954452.250000 Penalty: 2897.166016
	Iteration 3F: 3 clusters Score -954452.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -955286.437500 Penalty: 2897.166016
	Iteration 4F: 3 clusters Score -955286.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -955822.625000 Penalty: 2897.166016
	Iteration 5F: 3 clusters Score -955822.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -956243.875000 Penalty: 2897.166016
	Iteration 6Q: 3 clusters Score -956243.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -956523.000000 Penalty: 2897.166016
	Iteration 7Q: 3 clusters Score -956523 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -956753.375000 Penalty: 2897.166016
	Iteration 8Q: 3 clusters Score -956753.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -956946.750000 Penalty: 2897.166016
	Iteration 9Q: 3 clusters Score -956946.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -957144.875000 Penalty: 2897.166016
	Iteration 10Q: 3 clusters Score -957144.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -957431.687500 Penalty: 2897.166016
	Iteration 11Q: 3 clusters Score -957431.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -957916.875000 Penalty: 2897.166016
	Iteration 12Q: 3 clusters Score -957916.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -958468.875000 Penalty: 2897.166016
	Iteration 13Q: 3 clusters Score -958468.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -958764.125000 Penalty: 2897.166016
	Iteration 14Q: 3 clusters Score -958764.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -959036.437500 Penalty: 2897.166016
	Iteration 15Q: 3 clusters Score -959036.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -959454.187500 Penalty: 2897.166016
	Iteration 16Q: 3 clusters Score -959454.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -960313.375000 Penalty: 2897.166016
	Iteration 17Q: 3 clusters Score -960313.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -960882.875000 Penalty: 2897.166016
	Iteration 18Q: 3 clusters Score -960882.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -960974.500000 Penalty: 2897.166016
	Iteration 19Q: 3 clusters Score -960974.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -960989.812500 Penalty: 2897.166016
	Iteration 20F: 3 clusters Score -960989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -960993.875000 Penalty: 2897.166016
	Iteration 21Q: 3 clusters Score -960993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -960996.625000 Penalty: 2897.166016
	Iteration 22Q: 3 clusters Score -960996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -960997.937500 Penalty: 2897.166016
	Iteration 23Q: 3 clusters Score -960997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -960998.937500 Penalty: 2897.166016
	Iteration 24Q: 3 clusters Score -960998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -960998.750000 Penalty: 2897.166016
	Iteration 25Q: 3 clusters Score -960998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -960998.750000 Penalty: 2897.166016
	Iteration 26F: 3 clusters Score -960998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Entering Unmasked Estep 
Score: -68848440.000000 Penalty: 64262.347656
Splitting cluster 9 changes total score from -68791712.000000 to -68848440.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -171006.437500 Penalty: 1174.022461
	Iteration 0F: 2 clusters Score -171006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169502.375000 Penalty: 2348.044922
	Iteration 0F: 3 clusters Score -169502.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170299.593750 Penalty: 2348.044922
	Iteration 1F: 3 clusters Score -170299.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170973.312500 Penalty: 2348.044922
	Iteration 2F: 3 clusters Score -170973.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -171619.062500 Penalty: 2348.044922
	Iteration 3F: 3 clusters Score -171619.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -172464.312500 Penalty: 2348.044922
	Iteration 4F: 3 clusters Score -172464.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -172953.031250 Penalty: 2348.044922
	Iteration 5F: 3 clusters Score -172953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -173306.968750 Penalty: 2348.044922
	Iteration 6Q: 3 clusters Score -173307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173643.703125 Penalty: 2348.044922
	Iteration 7Q: 3 clusters Score -173643.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173833.843750 Penalty: 2348.044922
	Iteration 8Q: 3 clusters Score -173833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173865.750000 Penalty: 2348.044922
	Iteration 9Q: 3 clusters Score -173865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -173869.109375 Penalty: 2348.044922
	Iteration 10Q: 3 clusters Score -173869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173874.203125 Penalty: 2348.044922
	Iteration 11Q: 3 clusters Score -173874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173880.984375 Penalty: 2348.044922
	Iteration 12Q: 3 clusters Score -173881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173880.984375 Penalty: 2348.044922
	Iteration 13F: 3 clusters Score -173881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 86330 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Entering Unmasked Estep 
Score: -68850368.000000 Penalty: 66404.429688
Splitting cluster 10 changes total score from -68791712.000000 to -68850368.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (86330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Entering Unmasked Estep 
Score: -11438772.000000 Penalty: 1846.963989
	Iteration 0F: 2 clusters Score -1.143877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -11386666.000000 Penalty: 3693.927979
	Iteration 0F: 3 clusters Score -1.138667e+07 nChanged 40942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -11410197.000000 Penalty: 3693.927979
	Iteration 1F: 3 clusters Score -1.14102e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -11410978.000000 Penalty: 3693.927979
	Iteration 2Q: 3 clusters Score -1.141098e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -11411881.000000 Penalty: 3693.927979
	Iteration 3Q: 3 clusters Score -1.141188e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -11413155.000000 Penalty: 3693.927979
	Iteration 4Q: 3 clusters Score -1.141316e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -11414718.000000 Penalty: 3693.927979
	Iteration 5Q: 3 clusters Score -1.141472e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -11416673.000000 Penalty: 3693.927979
	Iteration 6Q: 3 clusters Score -1.141667e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -11419078.000000 Penalty: 3693.927979
	Iteration 7F: 3 clusters Score -1.141908e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -11422043.000000 Penalty: 3693.927979
	Iteration 8F: 3 clusters Score -1.142204e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -11425299.000000 Penalty: 3693.927979
	Iteration 9F: 3 clusters Score -1.14253e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -11428175.000000 Penalty: 3693.927979
	Iteration 10F: 3 clusters Score -1.142818e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -11430159.000000 Penalty: 3693.927979
	Iteration 11Q: 3 clusters Score -1.143016e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -11431359.000000 Penalty: 3693.927979
	Iteration 12Q: 3 clusters Score -1.143136e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -11432105.000000 Penalty: 3693.927979
	Iteration 13Q: 3 clusters Score -1.14321e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -11432713.000000 Penalty: 3693.927979
	Iteration 14Q: 3 clusters Score -1.143271e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -11433431.000000 Penalty: 3693.927979
	Iteration 15Q: 3 clusters Score -1.143343e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -11434069.000000 Penalty: 3693.927979
	Iteration 16Q: 3 clusters Score -1.143407e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -11434668.000000 Penalty: 3693.927979
	Iteration 17Q: 3 clusters Score -1.143467e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -11435362.000000 Penalty: 3693.927979
	Iteration 18Q: 3 clusters Score -1.143536e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -11436038.000000 Penalty: 3693.927979
	Iteration 19Q: 3 clusters Score -1.143604e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -11436711.000000 Penalty: 3693.927979
	Iteration 20F: 3 clusters Score -1.143671e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -11437318.000000 Penalty: 3693.927979
	Iteration 21Q: 3 clusters Score -1.143732e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -11437779.000000 Penalty: 3693.927979
	Iteration 22Q: 3 clusters Score -1.143778e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -11438069.000000 Penalty: 3693.927979
	Iteration 23Q: 3 clusters Score -1.143807e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11438356.000000 Penalty: 3693.927979
	Iteration 24Q: 3 clusters Score -1.143836e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -11438559.000000 Penalty: 3693.927979
	Iteration 25Q: 3 clusters Score -1.143856e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -11438755.000000 Penalty: 3693.927979
	Iteration 26Q: 3 clusters Score -1.143876e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11438924.000000 Penalty: 3693.927979
	Iteration 27Q: 3 clusters Score -1.143892e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -11439242.000000 Penalty: 3693.927979
	Iteration 28Q: 3 clusters Score -1.143924e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -11439532.000000 Penalty: 3693.927979
	Iteration 29Q: 3 clusters Score -1.143953e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -11439652.000000 Penalty: 3693.927979
	Iteration 30Q: 3 clusters Score -1.143965e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -11439696.000000 Penalty: 3693.927979
	Iteration 31Q: 3 clusters Score -1.14397e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -11439714.000000 Penalty: 3693.927979
	Iteration 32Q: 3 clusters Score -1.143971e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11439728.000000 Penalty: 3693.927979
	Iteration 33Q: 3 clusters Score -1.143973e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -11439749.000000 Penalty: 3693.927979
	Iteration 34Q: 3 clusters Score -1.143975e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11439733.000000 Penalty: 3693.927979
	Iteration 35Q: 3 clusters Score -1.143973e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -11439736.000000 Penalty: 3693.927979
	Iteration 36Q: 3 clusters Score -1.143974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11439752.000000 Penalty: 3693.927979
	Iteration 37Q: 3 clusters Score -1.143975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11439769.000000 Penalty: 3693.927979
	Iteration 38Q: 3 clusters Score -1.143977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -11439757.000000 Penalty: 3693.927979
	Iteration 39Q: 3 clusters Score -1.143976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -11439747.000000 Penalty: 3693.927979
	Iteration 40F: 3 clusters Score -1.143975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -11439731.000000 Penalty: 3693.927979
	Iteration 41Q: 3 clusters Score -1.143973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11439719.000000 Penalty: 3693.927979
	Iteration 42Q: 3 clusters Score -1.143972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11439708.000000 Penalty: 3693.927979
	Iteration 43Q: 3 clusters Score -1.143971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -11439716.000000 Penalty: 3693.927979
	Iteration 44Q: 3 clusters Score -1.143972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11439715.000000 Penalty: 3693.927979
	Iteration 45Q: 3 clusters Score -1.143972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11439715.000000 Penalty: 3693.927979
	Iteration 46Q: 3 clusters Score -1.143972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -11439714.000000 Penalty: 3693.927979
	Iteration 47Q: 3 clusters Score -1.143971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -11439720.000000 Penalty: 3693.927979
	Iteration 48Q: 3 clusters Score -1.143972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11439714.000000 Penalty: 3693.927979
	Iteration 49Q: 3 clusters Score -1.143971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -11439721.000000 Penalty: 3693.927979
	Iteration 50Q: 3 clusters Score -1.143972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -11439713.000000 Penalty: 3693.927979
	Iteration 51Q: 3 clusters Score -1.143971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -11439717.000000 Penalty: 3693.927979
	Iteration 52Q: 3 clusters Score -1.143972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -11439713.000000 Penalty: 3693.927979
	Iteration 53Q: 3 clusters Score -1.143971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11439711.000000 Penalty: 3693.927979
	Iteration 54Q: 3 clusters Score -1.143971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -11439702.000000 Penalty: 3693.927979
	Iteration 55Q: 3 clusters Score -1.14397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -11439705.000000 Penalty: 3693.927979
	Iteration 56Q: 3 clusters Score -1.14397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -11439703.000000 Penalty: 3693.927979
	Iteration 57Q: 3 clusters Score -1.14397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11439707.000000 Penalty: 3693.927979
	Iteration 58Q: 3 clusters Score -1.143971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -11439712.000000 Penalty: 3693.927979
	Iteration 59Q: 3 clusters Score -1.143971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -11439717.000000 Penalty: 3693.927979
	Iteration 60F: 3 clusters Score -1.143972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -11439710.000000 Penalty: 3693.927979
	Iteration 61Q: 3 clusters Score -1.143971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -11439711.000000 Penalty: 3693.927979
	Iteration 62Q: 3 clusters Score -1.143971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -11439711.000000 Penalty: 3693.927979
	Iteration 63F: 3 clusters Score -1.143971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Entering Unmasked Estep 
Score: -68850984.000000 Penalty: 68546.507812
Splitting cluster 11 changes total score from -68791712.000000 to -68850984.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -473833.593750 Penalty: 1345.203369
	Iteration 0F: 2 clusters Score -473833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -470848.468750 Penalty: 2690.406738
	Iteration 0F: 3 clusters Score -470848.5 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -475242.875000 Penalty: 2690.406738
	Iteration 1F: 3 clusters Score -475242.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -481947.406250 Penalty: 2690.406738
	Iteration 2F: 3 clusters Score -481947.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -485646.656250 Penalty: 2690.406738
	Iteration 3F: 3 clusters Score -485646.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -486991.031250 Penalty: 2690.406738
	Iteration 4Q: 3 clusters Score -486991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -487075.781250 Penalty: 2690.406738
	Iteration 5Q: 3 clusters Score -487075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -487098.875000 Penalty: 2690.406738
	Iteration 6Q: 3 clusters Score -487098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -487109.562500 Penalty: 2690.406738
	Iteration 7Q: 3 clusters Score -487109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -487114.343750 Penalty: 2690.406738
	Iteration 8Q: 3 clusters Score -487114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -487119.437500 Penalty: 2690.406738
	Iteration 9Q: 3 clusters Score -487119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -487118.156250 Penalty: 2690.406738
	Iteration 10Q: 3 clusters Score -487118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -487118.156250 Penalty: 2690.406738
	Iteration 11F: 3 clusters Score -487118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Entering Unmasked Estep 
Score: -68863416.000000 Penalty: 70688.585938
Splitting cluster 12 changes total score from -68791712.000000 to -68863416.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (15853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Entering Unmasked Estep 
Score: -2051412.250000 Penalty: 1571.556030
	Iteration 0F: 2 clusters Score -2051412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2040552.250000 Penalty: 3143.112061
	Iteration 0F: 3 clusters Score -2040552 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2046704.750000 Penalty: 3143.112061
	Iteration 1F: 3 clusters Score -2046705 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2049824.500000 Penalty: 3143.112061
	Iteration 2F: 3 clusters Score -2049824 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2051206.250000 Penalty: 3143.112061
	Iteration 3F: 3 clusters Score -2051206 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2052017.125000 Penalty: 3143.112061
	Iteration 4F: 3 clusters Score -2052017 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2052528.250000 Penalty: 3143.112061
	Iteration 5F: 3 clusters Score -2052528 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2052894.125000 Penalty: 3143.112061
	Iteration 6Q: 3 clusters Score -2052894 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2053407.375000 Penalty: 3143.112061
	Iteration 7Q: 3 clusters Score -2053407 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2054271.375000 Penalty: 3143.112061
	Iteration 8Q: 3 clusters Score -2054271 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2054865.125000 Penalty: 3143.112061
	Iteration 9Q: 3 clusters Score -2054865 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2055108.625000 Penalty: 3143.112061
	Iteration 10Q: 3 clusters Score -2055109 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2055226.750000 Penalty: 3143.112061
	Iteration 11Q: 3 clusters Score -2055227 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2055287.125000 Penalty: 3143.112061
	Iteration 12Q: 3 clusters Score -2055287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2055318.000000 Penalty: 3143.112061
	Iteration 13Q: 3 clusters Score -2055318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2055337.000000 Penalty: 3143.112061
	Iteration 14Q: 3 clusters Score -2055337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2055335.875000 Penalty: 3143.112061
	Iteration 15Q: 3 clusters Score -2055336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2055341.375000 Penalty: 3143.112061
	Iteration 16Q: 3 clusters Score -2055341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2055345.500000 Penalty: 3143.112061
	Iteration 17Q: 3 clusters Score -2055346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2055345.500000 Penalty: 3143.112061
	Iteration 18Q: 3 clusters Score -2055346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2055348.750000 Penalty: 3143.112061
	Iteration 19Q: 3 clusters Score -2055349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2055351.750000 Penalty: 3143.112061
	Iteration 20F: 3 clusters Score -2055352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2055348.750000 Penalty: 3143.112061
	Iteration 21Q: 3 clusters Score -2055349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2055346.625000 Penalty: 3143.112061
	Iteration 22Q: 3 clusters Score -2055347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2055348.500000 Penalty: 3143.112061
	Iteration 23Q: 3 clusters Score -2055348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2055348.250000 Penalty: 3143.112061
	Iteration 24Q: 3 clusters Score -2055348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2055345.625000 Penalty: 3143.112061
	Iteration 25Q: 3 clusters Score -2055346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2055347.625000 Penalty: 3143.112061
	Iteration 26Q: 3 clusters Score -2055348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2055346.500000 Penalty: 3143.112061
	Iteration 27Q: 3 clusters Score -2055346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2055344.625000 Penalty: 3143.112061
	Iteration 28Q: 3 clusters Score -2055345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2055345.000000 Penalty: 3143.112061
	Iteration 29Q: 3 clusters Score -2055345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2055346.625000 Penalty: 3143.112061
	Iteration 30Q: 3 clusters Score -2055347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2055344.625000 Penalty: 3143.112061
	Iteration 31Q: 3 clusters Score -2055345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2055345.875000 Penalty: 3143.112061
	Iteration 32Q: 3 clusters Score -2055346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2055347.750000 Penalty: 3143.112061
	Iteration 33Q: 3 clusters Score -2055348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2055347.750000 Penalty: 3143.112061
	Iteration 34F: 3 clusters Score -2055348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Entering Unmasked Estep 
Score: -68866904.000000 Penalty: 72830.664062
Splitting cluster 13 changes total score from -68791712.000000 to -68866904.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -37262.335938 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -37262.34 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 227 members 
Entering Unmasked Estep 
Score: -36518.074219 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -36518.07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37342.687500 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -37342.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38624.480469 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -38624.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39523.105469 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -39523.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39837.753906 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -39837.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39937.871094 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -39937.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39955.164062 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -39955.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39963.816406 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -39963.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39968.054688 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -39968.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39968.054688 Penalty: 2005.123413
	Iteration 9F: 3 clusters Score -39968.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Entering Unmasked Estep 
Score: -68868440.000000 Penalty: 74972.742188
Splitting cluster 14 changes total score from -68791712.000000 to -68868440.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (23626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Entering Unmasked Estep 
Score: -3129723.000000 Penalty: 1636.391724
	Iteration 0F: 2 clusters Score -3129723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3113523.250000 Penalty: 3272.783447
	Iteration 0F: 3 clusters Score -3113523 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3119727.750000 Penalty: 3272.783447
	Iteration 1F: 3 clusters Score -3119728 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3120322.250000 Penalty: 3272.783447
	Iteration 2F: 3 clusters Score -3120322 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3121042.250000 Penalty: 3272.783447
	Iteration 3F: 3 clusters Score -3121042 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3121890.500000 Penalty: 3272.783447
	Iteration 4F: 3 clusters Score -3121890 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3122722.750000 Penalty: 3272.783447
	Iteration 5F: 3 clusters Score -3122723 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3123500.250000 Penalty: 3272.783447
	Iteration 6F: 3 clusters Score -3123500 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3124206.000000 Penalty: 3272.783447
	Iteration 7F: 3 clusters Score -3124206 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3124839.250000 Penalty: 3272.783447
	Iteration 8Q: 3 clusters Score -3124839 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3125422.250000 Penalty: 3272.783447
	Iteration 9Q: 3 clusters Score -3125422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3126016.750000 Penalty: 3272.783447
	Iteration 10Q: 3 clusters Score -3126017 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3126574.000000 Penalty: 3272.783447
	Iteration 11Q: 3 clusters Score -3126574 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3127063.250000 Penalty: 3272.783447
	Iteration 12Q: 3 clusters Score -3127063 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3127525.000000 Penalty: 3272.783447
	Iteration 13Q: 3 clusters Score -3127525 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3127859.250000 Penalty: 3272.783447
	Iteration 14Q: 3 clusters Score -3127859 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3128070.000000 Penalty: 3272.783447
	Iteration 15Q: 3 clusters Score -3128070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3128198.500000 Penalty: 3272.783447
	Iteration 16Q: 3 clusters Score -3128198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3128282.750000 Penalty: 3272.783447
	Iteration 17Q: 3 clusters Score -3128283 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3128344.000000 Penalty: 3272.783447
	Iteration 18Q: 3 clusters Score -3128344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3128399.500000 Penalty: 3272.783447
	Iteration 19Q: 3 clusters Score -3128400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3128470.250000 Penalty: 3272.783447
	Iteration 20F: 3 clusters Score -3128470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3128530.250000 Penalty: 3272.783447
	Iteration 21Q: 3 clusters Score -3128530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3128607.750000 Penalty: 3272.783447
	Iteration 22Q: 3 clusters Score -3128608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3128658.750000 Penalty: 3272.783447
	Iteration 23Q: 3 clusters Score -3128659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3128667.250000 Penalty: 3272.783447
	Iteration 24Q: 3 clusters Score -3128667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3128674.500000 Penalty: 3272.783447
	Iteration 25Q: 3 clusters Score -3128674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3128672.750000 Penalty: 3272.783447
	Iteration 26Q: 3 clusters Score -3128673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3128682.250000 Penalty: 3272.783447
	Iteration 27Q: 3 clusters Score -3128682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3128690.000000 Penalty: 3272.783447
	Iteration 28Q: 3 clusters Score -3128690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3128701.500000 Penalty: 3272.783447
	Iteration 29Q: 3 clusters Score -3128702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3128701.750000 Penalty: 3272.783447
	Iteration 30Q: 3 clusters Score -3128702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3128703.250000 Penalty: 3272.783447
	Iteration 31Q: 3 clusters Score -3128703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3128704.500000 Penalty: 3272.783447
	Iteration 32Q: 3 clusters Score -3128704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3128711.000000 Penalty: 3272.783447
	Iteration 33Q: 3 clusters Score -3128711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3128710.000000 Penalty: 3272.783447
	Iteration 34Q: 3 clusters Score -3128710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3128710.000000 Penalty: 3272.783447
	Iteration 35Q: 3 clusters Score -3128710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3128712.000000 Penalty: 3272.783447
	Iteration 36Q: 3 clusters Score -3128712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3128712.750000 Penalty: 3272.783447
	Iteration 37Q: 3 clusters Score -3128713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3128712.750000 Penalty: 3272.783447
	Iteration 38F: 3 clusters Score -3128713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Entering Unmasked Estep 
Score: -4483977.500000 Penalty: 1704.732666
	Iteration 0F: 2 clusters Score -4483978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4460227.500000 Penalty: 3409.465332
	Iteration 0F: 3 clusters Score -4460228 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4471763.500000 Penalty: 3409.465332
	Iteration 1F: 3 clusters Score -4471764 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4475115.000000 Penalty: 3409.465332
	Iteration 2F: 3 clusters Score -4475115 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4478627.000000 Penalty: 3409.465332
	Iteration 3F: 3 clusters Score -4478627 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4481592.000000 Penalty: 3409.465332
	Iteration 4F: 3 clusters Score -4481592 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4483848.500000 Penalty: 3409.465332
	Iteration 5F: 3 clusters Score -4483848 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4485247.000000 Penalty: 3409.465332
	Iteration 6F: 3 clusters Score -4485247 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4486024.500000 Penalty: 3409.465332
	Iteration 7Q: 3 clusters Score -4486024 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4486372.500000 Penalty: 3409.465332
	Iteration 8Q: 3 clusters Score -4486372 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4486546.500000 Penalty: 3409.465332
	Iteration 9Q: 3 clusters Score -4486546 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4486644.000000 Penalty: 3409.465332
	Iteration 10Q: 3 clusters Score -4486644 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4486732.500000 Penalty: 3409.465332
	Iteration 11Q: 3 clusters Score -4486732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4486787.000000 Penalty: 3409.465332
	Iteration 12Q: 3 clusters Score -4486787 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4486809.500000 Penalty: 3409.465332
	Iteration 13Q: 3 clusters Score -4486810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4486831.000000 Penalty: 3409.465332
	Iteration 14Q: 3 clusters Score -4486831 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4486871.000000 Penalty: 3409.465332
	Iteration 15Q: 3 clusters Score -4486871 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4486886.500000 Penalty: 3409.465332
	Iteration 16Q: 3 clusters Score -4486886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4486886.500000 Penalty: 3409.465332
	Iteration 17Q: 3 clusters Score -4486886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4486914.000000 Penalty: 3409.465332
	Iteration 18Q: 3 clusters Score -4486914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4486915.000000 Penalty: 3409.465332
	Iteration 19Q: 3 clusters Score -4486915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4486916.000000 Penalty: 3409.465332
	Iteration 20F: 3 clusters Score -4486916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4486931.000000 Penalty: 3409.465332
	Iteration 21Q: 3 clusters Score -4486931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -4486928.500000 Penalty: 3409.465332
	Iteration 22Q: 3 clusters Score -4486928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4486937.500000 Penalty: 3409.465332
	Iteration 23Q: 3 clusters Score -4486938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4486945.500000 Penalty: 3409.465332
	Iteration 24Q: 3 clusters Score -4486946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4486947.500000 Penalty: 3409.465332
	Iteration 25Q: 3 clusters Score -4486948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4486951.000000 Penalty: 3409.465332
	Iteration 26Q: 3 clusters Score -4486951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4486946.500000 Penalty: 3409.465332
	Iteration 27Q: 3 clusters Score -4486946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4486952 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4486961.000000 Penalty: 3409.465332
	Iteration 29Q: 3 clusters Score -4486961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4486959 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4486953 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4486961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4486957.500000 Penalty: 3409.465332
	Iteration 33Q: 3 clusters Score -4486958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4486959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4486969.000000 Penalty: 3409.465332
	Iteration 35Q: 3 clusters Score -4486969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4486958.000000 Penalty: 3409.465332
	Iteration 36Q: 3 clusters Score -4486958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4486963.000000 Penalty: 3409.465332
	Iteration 37Q: 3 clusters Score -4486963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4486966.500000 Penalty: 3409.465332
	Iteration 38Q: 3 clusters Score -4486966 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4486971.000000 Penalty: 3409.465332
	Iteration 39Q: 3 clusters Score -4486971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4486974.500000 Penalty: 3409.465332
	Iteration 40F: 3 clusters Score -4486974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4486971.500000 Penalty: 3409.465332
	Iteration 41Q: 3 clusters Score -4486972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4486970.500000 Penalty: 3409.465332
	Iteration 42Q: 3 clusters Score -4486970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4486970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4486974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4486978.500000 Penalty: 3409.465332
	Iteration 45Q: 3 clusters Score -4486978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4486976.000000 Penalty: 3409.465332
	Iteration 46Q: 3 clusters Score -4486976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4486976.500000 Penalty: 3409.465332
	Iteration 47Q: 3 clusters Score -4486976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4486965.000000 Penalty: 3409.465332
	Iteration 48Q: 3 clusters Score -4486965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4486961.500000 Penalty: 3409.465332
	Iteration 49Q: 3 clusters Score -4486962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4486965.500000 Penalty: 3409.465332
	Iteration 50Q: 3 clusters Score -4486966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4486964.500000 Penalty: 3409.465332
	Iteration 51Q: 3 clusters Score -4486964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4486961.500000 Penalty: 3409.465332
	Iteration 52Q: 3 clusters Score -4486962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4486959.500000 Penalty: 3409.465332
	Iteration 53Q: 3 clusters Score -4486960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4486971.000000 Penalty: 3409.465332
	Iteration 54Q: 3 clusters Score -4486971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4486975.500000 Penalty: 3409.465332
	Iteration 55Q: 3 clusters Score -4486976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4486976.000000 Penalty: 3409.465332
	Iteration 56Q: 3 clusters Score -4486976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4486972.500000 Penalty: 3409.465332
	Iteration 57Q: 3 clusters Score -4486972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4486976.000000 Penalty: 3409.465332
	Iteration 58Q: 3 clusters Score -4486976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4486979.000000 Penalty: 3409.465332
	Iteration 59Q: 3 clusters Score -4486979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4486983.500000 Penalty: 3409.465332
	Iteration 60F: 3 clusters Score -4486984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4486985.000000 Penalty: 3409.465332
	Iteration 61Q: 3 clusters Score -4486985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4486992.000000 Penalty: 3409.465332
	Iteration 62Q: 3 clusters Score -4486992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4486992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4486984.500000 Penalty: 3409.465332
	Iteration 64Q: 3 clusters Score -4486984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4486988.000000 Penalty: 3409.465332
	Iteration 65Q: 3 clusters Score -4486988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4486992.500000 Penalty: 3409.465332
	Iteration 66Q: 3 clusters Score -4486992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4486988.000000 Penalty: 3409.465332
	Iteration 67Q: 3 clusters Score -4486988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4486990.000000 Penalty: 3409.465332
	Iteration 68Q: 3 clusters Score -4486990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4486984.500000 Penalty: 3409.465332
	Iteration 69Q: 3 clusters Score -4486984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4486989.000000 Penalty: 3409.465332
	Iteration 70Q: 3 clusters Score -4486989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4486997.500000 Penalty: 3409.465332
	Iteration 71Q: 3 clusters Score -4486998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4486995.000000 Penalty: 3409.465332
	Iteration 72Q: 3 clusters Score -4486995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4486990.000000 Penalty: 3409.465332
	Iteration 73Q: 3 clusters Score -4486990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4486993.500000 Penalty: 3409.465332
	Iteration 74Q: 3 clusters Score -4486994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4487000.500000 Penalty: 3409.465332
	Iteration 75Q: 3 clusters Score -4487000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4487004.000000 Penalty: 3409.465332
	Iteration 76Q: 3 clusters Score -4487004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4487007.500000 Penalty: 3409.465332
	Iteration 77Q: 3 clusters Score -4487008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4486999.500000 Penalty: 3409.465332
	Iteration 78Q: 3 clusters Score -4487000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4487002.000000 Penalty: 3409.465332
	Iteration 79Q: 3 clusters Score -4487002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4487004.500000 Penalty: 3409.465332
	Iteration 80F: 3 clusters Score -4487004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4487002.000000 Penalty: 3409.465332
	Iteration 81Q: 3 clusters Score -4487002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4487010.000000 Penalty: 3409.465332
	Iteration 82Q: 3 clusters Score -4487010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4487012.500000 Penalty: 3409.465332
	Iteration 83Q: 3 clusters Score -4487012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4487012.000000 Penalty: 3409.465332
	Iteration 84Q: 3 clusters Score -4487012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4487007.000000 Penalty: 3409.465332
	Iteration 85Q: 3 clusters Score -4487007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4487016.000000 Penalty: 3409.465332
	Iteration 86Q: 3 clusters Score -4487016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4487023.500000 Penalty: 3409.465332
	Iteration 87Q: 3 clusters Score -4487024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4487027.500000 Penalty: 3409.465332
	Iteration 88Q: 3 clusters Score -4487028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4487032.500000 Penalty: 3409.465332
	Iteration 89Q: 3 clusters Score -4487032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4487036.000000 Penalty: 3409.465332
	Iteration 90Q: 3 clusters Score -4487036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4487037.000000 Penalty: 3409.465332
	Iteration 91Q: 3 clusters Score -4487037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -4487033.500000 Penalty: 3409.465332
	Iteration 92Q: 3 clusters Score -4487034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4487035.000000 Penalty: 3409.465332
	Iteration 93Q: 3 clusters Score -4487035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4487031.500000 Penalty: 3409.465332
	Iteration 94Q: 3 clusters Score -4487032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4487031.000000 Penalty: 3409.465332
	Iteration 95Q: 3 clusters Score -4487031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4487029.000000 Penalty: 3409.465332
	Iteration 96Q: 3 clusters Score -4487029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4487037.000000 Penalty: 3409.465332
	Iteration 97Q: 3 clusters Score -4487037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4487030.000000 Penalty: 3409.465332
	Iteration 98Q: 3 clusters Score -4487030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4487029.500000 Penalty: 3409.465332
	Iteration 99Q: 3 clusters Score -4487030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4487026.500000 Penalty: 3409.465332
	Iteration 100F: 3 clusters Score -4487026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4487031.500000 Penalty: 3409.465332
	Iteration 101Q: 3 clusters Score -4487032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4487028.500000 Penalty: 3409.465332
	Iteration 102Q: 3 clusters Score -4487028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4487033.000000 Penalty: 3409.465332
	Iteration 103Q: 3 clusters Score -4487033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4487040.500000 Penalty: 3409.465332
	Iteration 104Q: 3 clusters Score -4487040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4487037.500000 Penalty: 3409.465332
	Iteration 105Q: 3 clusters Score -4487038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4487035.500000 Penalty: 3409.465332
	Iteration 106Q: 3 clusters Score -4487036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4487030.500000 Penalty: 3409.465332
	Iteration 107Q: 3 clusters Score -4487030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4487030.000000 Penalty: 3409.465332
	Iteration 108Q: 3 clusters Score -4487030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4487032.500000 Penalty: 3409.465332
	Iteration 109Q: 3 clusters Score -4487032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4487032.500000 Penalty: 3409.465332
	Iteration 110F: 3 clusters Score -4487032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Entering Unmasked Estep 
Score: -68871096.000000 Penalty: 77114.820312
Splitting cluster 16 changes total score from -68791712.000000 to -68871096.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -950378.187500 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -950378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -946003.000000 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -946003 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -948527.125000 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -948527.1 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -950028.875000 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -950028.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -951077.437500 Penalty: 2826.474365
	Iteration 3F: 3 clusters Score -951077.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -951476.187500 Penalty: 2826.474365
	Iteration 4F: 3 clusters Score -951476.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -951578.562500 Penalty: 2826.474365
	Iteration 5Q: 3 clusters Score -951578.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -951617.125000 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -951617.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -951635.500000 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -951635.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -951643.125000 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -951643.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -951650.312500 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -951650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -951652.125000 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -951652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -951655.125000 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -951655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -951655.750000 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -951655.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -951656.500000 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -951656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -951659.187500 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -951659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -951660.625000 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -951660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -951661.312500 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -951661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -951663.187500 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -951663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -951660.312500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -951660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -951664.875000 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -951664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -951663.875000 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -951663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -951665.312500 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -951665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -951666.062500 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -951666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -951667.812500 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -951667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -951668.750000 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -951668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -951668.687500 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -951668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -951668.625000 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -951668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -951668.937500 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -951668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -951669.000000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -951669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -951668.187500 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -951668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -951669.812500 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -951669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -951668.437500 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -951668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -951668.437500 Penalty: 2826.474365
	Iteration 32F: 3 clusters Score -951668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Entering Unmasked Estep 
Score: -68871592.000000 Penalty: 79256.898438
Splitting cluster 17 changes total score from -68791712.000000 to -68871592.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (14620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Entering Unmasked Estep 
Score: -1896244.125000 Penalty: 1558.398682
	Iteration 0F: 2 clusters Score -1896244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1886184.375000 Penalty: 3116.797363
	Iteration 0F: 3 clusters Score -1886184 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1890239.000000 Penalty: 3116.797363
	Iteration 1F: 3 clusters Score -1890239 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1891134.000000 Penalty: 3116.797363
	Iteration 2F: 3 clusters Score -1891134 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1892292.750000 Penalty: 3116.797363
	Iteration 3F: 3 clusters Score -1892293 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1893738.625000 Penalty: 3116.797363
	Iteration 4F: 3 clusters Score -1893739 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1895323.750000 Penalty: 3116.797363
	Iteration 5F: 3 clusters Score -1895324 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1896489.750000 Penalty: 3116.797363
	Iteration 6F: 3 clusters Score -1896490 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1897270.625000 Penalty: 3116.797363
	Iteration 7F: 3 clusters Score -1897271 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1897843.125000 Penalty: 3116.797363
	Iteration 8Q: 3 clusters Score -1897843 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1898259.000000 Penalty: 3116.797363
	Iteration 9Q: 3 clusters Score -1898259 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1898537.625000 Penalty: 3116.797363
	Iteration 10Q: 3 clusters Score -1898538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1898693.875000 Penalty: 3116.797363
	Iteration 11Q: 3 clusters Score -1898694 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1898787.750000 Penalty: 3116.797363
	Iteration 12Q: 3 clusters Score -1898788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1898852.000000 Penalty: 3116.797363
	Iteration 13Q: 3 clusters Score -1898852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1898901.375000 Penalty: 3116.797363
	Iteration 14Q: 3 clusters Score -1898901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1898928.500000 Penalty: 3116.797363
	Iteration 15Q: 3 clusters Score -1898928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1898936.875000 Penalty: 3116.797363
	Iteration 16Q: 3 clusters Score -1898937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1898955.000000 Penalty: 3116.797363
	Iteration 17Q: 3 clusters Score -1898955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1898969.250000 Penalty: 3116.797363
	Iteration 18Q: 3 clusters Score -1898969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1898987.500000 Penalty: 3116.797363
	Iteration 19Q: 3 clusters Score -1898988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1898993.500000 Penalty: 3116.797363
	Iteration 20F: 3 clusters Score -1898994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1898996.000000 Penalty: 3116.797363
	Iteration 21Q: 3 clusters Score -1898996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1898999.875000 Penalty: 3116.797363
	Iteration 22Q: 3 clusters Score -1899000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1899005.250000 Penalty: 3116.797363
	Iteration 23Q: 3 clusters Score -1899005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1899009.625000 Penalty: 3116.797363
	Iteration 24Q: 3 clusters Score -1899010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1899013.750000 Penalty: 3116.797363
	Iteration 25Q: 3 clusters Score -1899014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1899019.375000 Penalty: 3116.797363
	Iteration 26Q: 3 clusters Score -1899019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1899023.750000 Penalty: 3116.797363
	Iteration 27Q: 3 clusters Score -1899024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1899021.500000 Penalty: 3116.797363
	Iteration 28Q: 3 clusters Score -1899022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1899023.125000 Penalty: 3116.797363
	Iteration 29Q: 3 clusters Score -1899023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1899020.500000 Penalty: 3116.797363
	Iteration 30Q: 3 clusters Score -1899020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1899023.000000 Penalty: 3116.797363
	Iteration 31Q: 3 clusters Score -1899023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1899024.500000 Penalty: 3116.797363
	Iteration 32Q: 3 clusters Score -1899024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1899026.875000 Penalty: 3116.797363
	Iteration 33Q: 3 clusters Score -1899027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1899029.500000 Penalty: 3116.797363
	Iteration 34Q: 3 clusters Score -1899030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1899029.375000 Penalty: 3116.797363
	Iteration 35Q: 3 clusters Score -1899029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1899032.000000 Penalty: 3116.797363
	Iteration 36Q: 3 clusters Score -1899032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1899035.375000 Penalty: 3116.797363
	Iteration 37Q: 3 clusters Score -1899035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1899033.500000 Penalty: 3116.797363
	Iteration 38Q: 3 clusters Score -1899034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1899034.750000 Penalty: 3116.797363
	Iteration 39Q: 3 clusters Score -1899035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1899036.125000 Penalty: 3116.797363
	Iteration 40F: 3 clusters Score -1899036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1899034.625000 Penalty: 3116.797363
	Iteration 41Q: 3 clusters Score -1899035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1899035.875000 Penalty: 3116.797363
	Iteration 42Q: 3 clusters Score -1899036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1899042.500000 Penalty: 3116.797363
	Iteration 43Q: 3 clusters Score -1899042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1899041.250000 Penalty: 3116.797363
	Iteration 44Q: 3 clusters Score -1899041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1899039.625000 Penalty: 3116.797363
	Iteration 45Q: 3 clusters Score -1899040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1899040.500000 Penalty: 3116.797363
	Iteration 46Q: 3 clusters Score -1899040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1899040.625000 Penalty: 3116.797363
	Iteration 47Q: 3 clusters Score -1899041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1899042.000000 Penalty: 3116.797363
	Iteration 48Q: 3 clusters Score -1899042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1899042.000000 Penalty: 3116.797363
	Iteration 49F: 3 clusters Score -1899042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 10713 members 
Entering Unmasked Estep 
Score: -68873920.000000 Penalty: 81398.976562
Splitting cluster 18 changes total score from -68791712.000000 to -68873920.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -520833.406250 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -520833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517436.781250 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -517436.8 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518827.625000 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -518827.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -519733.937500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -519733.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -521059.875000 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -521059.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -522918.437500 Penalty: 2709.871582
	Iteration 4F: 3 clusters Score -522918.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -523622.375000 Penalty: 2709.871582
	Iteration 5F: 3 clusters Score -523622.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -523778.093750 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -523778.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -523858.125000 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -523858.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -523896.968750 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -523897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -523913.187500 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -523913.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -523923.437500 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -523923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -523930.656250 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -523930.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -523935.562500 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -523935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -523936.156250 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -523936.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -523937.031250 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -523937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -523937.031250 Penalty: 2709.871582
	Iteration 15F: 3 clusters Score -523937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 10713 members 
Mstep: Class 39 contains 992 members 
Entering Unmasked Estep 
Score: -68876312.000000 Penalty: 83541.054688
Splitting cluster 19 changes total score from -68791712.000000 to -68876312.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -36315.980469 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -36315.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35324.011719 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -35324.01 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35864.210938 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -35864.21 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36425.636719 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -36425.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36879.859375 Penalty: 2097.428223
	Iteration 3F: 3 clusters Score -36879.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37265.550781 Penalty: 2097.428223
	Iteration 4F: 3 clusters Score -37265.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37520.628906 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -37520.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37770.199219 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -37770.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -38037.761719 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -38037.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38316.875000 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -38316.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38476.117188 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -38476.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38624.394531 Penalty: 2097.428223
	Iteration 10Q: 3 clusters Score -38624.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38842.257812 Penalty: 2097.428223
	Iteration 11Q: 3 clusters Score -38842.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38941.796875 Penalty: 2097.428223
	Iteration 12Q: 3 clusters Score -38941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39091.828125 Penalty: 2097.428223
	Iteration 13Q: 3 clusters Score -39091.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39194.824219 Penalty: 2097.428223
	Iteration 14Q: 3 clusters Score -39194.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39277.355469 Penalty: 2097.428223
	Iteration 15Q: 3 clusters Score -39277.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39290.261719 Penalty: 2097.428223
	Iteration 16Q: 3 clusters Score -39290.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39304.675781 Penalty: 2097.428223
	Iteration 17Q: 3 clusters Score -39304.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39304.675781 Penalty: 2097.428223
	Iteration 18F: 3 clusters Score -39304.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 10713 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 432 members 
Entering Unmasked Estep 
Score: -68878208.000000 Penalty: 85683.132812
Splitting cluster 20 changes total score from -68791712.000000 to -68878208.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -167867.140625 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -167867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -166437.453125 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -166437.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -168655.671875 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -168655.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -169667.578125 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -169667.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169928.359375 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -169928.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170002.562500 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -170002.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170037.718750 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -170037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -170059.562500 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -170059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -170072.156250 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -170072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170089.031250 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -170089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -170104.703125 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -170104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170122.546875 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -170122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -170127.203125 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -170127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170127.984375 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -170128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170127.984375 Penalty: 2367.343750
	Iteration 13F: 3 clusters Score -170128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 10713 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
Score: -68879464.000000 Penalty: 87825.210938
Splitting cluster 21 changes total score from -68791712.000000 to -68879464.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -430212.562500 Penalty: 1323.887207
	Iteration 0F: 2 clusters Score -430212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -427284.968750 Penalty: 2647.774414
	Iteration 0F: 3 clusters Score -427285 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -428727.843750 Penalty: 2647.774414
	Iteration 1F: 3 clusters Score -428727.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -430629.000000 Penalty: 2647.774414
	Iteration 2F: 3 clusters Score -430629 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -433756.750000 Penalty: 2647.774414
	Iteration 3F: 3 clusters Score -433756.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -436254.406250 Penalty: 2647.774414
	Iteration 4F: 3 clusters Score -436254.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -438444.125000 Penalty: 2647.774414
	Iteration 5F: 3 clusters Score -438444.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -440037.843750 Penalty: 2647.774414
	Iteration 6Q: 3 clusters Score -440037.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -440212.187500 Penalty: 2647.774414
	Iteration 7Q: 3 clusters Score -440212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -440225.875000 Penalty: 2647.774414
	Iteration 8Q: 3 clusters Score -440225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -440227.218750 Penalty: 2647.774414
	Iteration 9Q: 3 clusters Score -440227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -440227.218750 Penalty: 2647.774414
	Iteration 10F: 3 clusters Score -440227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 1255 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 4990 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 25965 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 10713 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 884 members 
Mstep: Class 42 contains 2198 members 
Entering Unmasked Estep 
Score: -68888536.000000 Penalty: 89967.289062
Splitting cluster 23 changes total score from -68791712.000000 to -68888536.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 83145 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 11538 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 23 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68905312.000000 Penalty: 89967.289062
Iteration 39Q: 43 clusters Score -6.890531e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 15176 members 
Mstep: Class 6 contains 74459 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 9884 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 83980 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 161 members 
Mstep: Class 15 contains 23573 members 
Mstep: Class 16 contains 10007 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1244 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 74590 members 
Mstep: Class 28 contains 1417 members 
Mstep: Class 29 contains 47961 members 
Mstep: Class 30 contains 4817 members 
Mstep: Class 31 contains 980 members 
Mstep: Class 32 contains 3225 members 
Mstep: Class 33 contains 2432 members 
Mstep: Class 34 contains 4411 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 24868 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 10266 members 
Mstep: Class 39 contains 970 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68917816.000000 Penalty: 89967.289062
Iteration 40F: 43 clusters Score -6.891782e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 3607 members 
Mstep: Class 3 contains 1157 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 15157 members 
Mstep: Class 6 contains 74764 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 83700 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 23378 members 
Mstep: Class 16 contains 9996 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 240 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 1212 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 75470 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 46082 members 
Mstep: Class 30 contains 4778 members 
Mstep: Class 31 contains 1077 members 
Mstep: Class 32 contains 3244 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 4594 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 25052 members 
Mstep: Class 37 contains 4399 members 
Mstep: Class 38 contains 10117 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 935 members 
Mstep: Class 42 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68923392.000000 Penalty: 89967.289062
Iteration 41Q: 43 clusters Score -6.892339e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 15138 members 
Mstep: Class 6 contains 75072 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 83537 members 
Mstep: Class 12 contains 1398 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 23300 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 20 contains 250 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 1193 members 
Mstep: Class 24 contains 584 members 
Mstep: Class 25 contains 397 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 76004 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 44626 members 
Mstep: Class 30 contains 4740 members 
Mstep: Class 31 contains 1103 members 
Mstep: Class 32 contains 3262 members 
Mstep: Class 33 contains 2544 members 
Mstep: Class 34 contains 4709 members 
Mstep: Class 35 contains 392 members 
Mstep: Class 36 contains 25108 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 9957 members 
Mstep: Class 39 contains 1028 members 
Mstep: Class 40 contains 650 members 
Mstep: Class 41 contains 944 members 
Mstep: Class 42 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68924240.000000 Penalty: 89967.289062
Iteration 42Q: 43 clusters Score -6.892424e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 15127 members 
Mstep: Class 6 contains 75299 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 437 members 
Mstep: Class 11 contains 83457 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 11688 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 257 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 1183 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 405 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 76350 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 43521 members 
Mstep: Class 30 contains 4726 members 
Mstep: Class 31 contains 1117 members 
Mstep: Class 32 contains 3267 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 395 members 
Mstep: Class 36 contains 25094 members 
Mstep: Class 37 contains 4472 members 
Mstep: Class 38 contains 9812 members 
Mstep: Class 39 contains 1033 members 
Mstep: Class 40 contains 643 members 
Mstep: Class 41 contains 952 members 
Mstep: Class 42 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68925184.000000 Penalty: 89967.289062
Iteration 43Q: 43 clusters Score -6.892518e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 15127 members 
Mstep: Class 6 contains 75518 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 3909 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83413 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 11676 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 23281 members 
Mstep: Class 16 contains 10192 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 1179 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 76538 members 
Mstep: Class 28 contains 1888 members 
Mstep: Class 29 contains 42716 members 
Mstep: Class 30 contains 4718 members 
Mstep: Class 31 contains 1122 members 
Mstep: Class 32 contains 3270 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 4859 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 25050 members 
Mstep: Class 37 contains 4508 members 
Mstep: Class 38 contains 9680 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 957 members 
Mstep: Class 42 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68925680.000000 Penalty: 89967.289062
Iteration 44Q: 43 clusters Score -6.892568e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 15124 members 
Mstep: Class 6 contains 75723 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83383 members 
Mstep: Class 12 contains 1401 members 
Mstep: Class 13 contains 11678 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 23264 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 584 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2079 members 
Mstep: Class 27 contains 76655 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 42090 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 3270 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 4903 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 25019 members 
Mstep: Class 37 contains 4539 members 
Mstep: Class 38 contains 9552 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 957 members 
Mstep: Class 42 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68926168.000000 Penalty: 89967.289062
Iteration 45Q: 43 clusters Score -6.892617e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 15128 members 
Mstep: Class 6 contains 75922 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83364 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 11690 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 23270 members 
Mstep: Class 16 contains 10296 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2079 members 
Mstep: Class 27 contains 76690 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 41596 members 
Mstep: Class 30 contains 4715 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 2552 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 388 members 
Mstep: Class 36 contains 24981 members 
Mstep: Class 37 contains 4565 members 
Mstep: Class 38 contains 9442 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 959 members 
Mstep: Class 42 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68926568.000000 Penalty: 89967.289062
Iteration 46Q: 43 clusters Score -6.892657e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 15132 members 
Mstep: Class 6 contains 76102 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 4128 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83344 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 23276 members 
Mstep: Class 16 contains 10359 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 592 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 76725 members 
Mstep: Class 28 contains 2177 members 
Mstep: Class 29 contains 41180 members 
Mstep: Class 30 contains 4711 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 4930 members 
Mstep: Class 35 contains 382 members 
Mstep: Class 36 contains 24935 members 
Mstep: Class 37 contains 4584 members 
Mstep: Class 38 contains 9338 members 
Mstep: Class 39 contains 1042 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927000.000000 Penalty: 89967.289062
Iteration 47Q: 43 clusters Score -6.8927e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 15129 members 
Mstep: Class 6 contains 76228 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 10635 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83330 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 216 members 
Mstep: Class 15 contains 23278 members 
Mstep: Class 16 contains 10405 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 4379 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1414 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 589 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 76761 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 40832 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3274 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 4943 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 24902 members 
Mstep: Class 37 contains 4601 members 
Mstep: Class 38 contains 9263 members 
Mstep: Class 39 contains 1045 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927512.000000 Penalty: 89967.289062
Iteration 48Q: 43 clusters Score -6.892751e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 15131 members 
Mstep: Class 6 contains 76299 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 10689 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83319 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 23281 members 
Mstep: Class 16 contains 10444 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 1410 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 76805 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 40521 members 
Mstep: Class 30 contains 4712 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 3275 members 
Mstep: Class 33 contains 2546 members 
Mstep: Class 34 contains 4952 members 
Mstep: Class 35 contains 382 members 
Mstep: Class 36 contains 24876 members 
Mstep: Class 37 contains 4617 members 
Mstep: Class 38 contains 9212 members 
Mstep: Class 39 contains 1042 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927728.000000 Penalty: 89967.289062
Iteration 49Q: 43 clusters Score -6.892773e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 15136 members 
Mstep: Class 6 contains 76325 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83311 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 23285 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 581 members 
Mstep: Class 25 contains 408 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 76886 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 40258 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3275 members 
Mstep: Class 33 contains 2542 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 24847 members 
Mstep: Class 37 contains 4633 members 
Mstep: Class 38 contains 9168 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927880.000000 Penalty: 89967.289062
Iteration 50Q: 43 clusters Score -6.892788e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76320 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83309 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 23288 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 408 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 76965 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 40035 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3276 members 
Mstep: Class 33 contains 2539 members 
Mstep: Class 34 contains 4962 members 
Mstep: Class 35 contains 387 members 
Mstep: Class 36 contains 24801 members 
Mstep: Class 37 contains 4646 members 
Mstep: Class 38 contains 9139 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927952.000000 Penalty: 89967.289062
Iteration 51Q: 43 clusters Score -6.892795e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 15127 members 
Mstep: Class 6 contains 76310 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 10826 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83299 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 23289 members 
Mstep: Class 16 contains 10567 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 408 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 77022 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 39860 members 
Mstep: Class 30 contains 4715 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 2538 members 
Mstep: Class 34 contains 4970 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 24774 members 
Mstep: Class 37 contains 4657 members 
Mstep: Class 38 contains 9110 members 
Mstep: Class 39 contains 1037 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68927864.000000 Penalty: 89967.289062
Iteration 52Q: 43 clusters Score -6.892786e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 15122 members 
Mstep: Class 6 contains 76312 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 10864 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83293 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 23290 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 3361 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 77055 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 39721 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 2536 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 395 members 
Mstep: Class 36 contains 24738 members 
Mstep: Class 37 contains 4665 members 
Mstep: Class 38 contains 9087 members 
Mstep: Class 39 contains 1037 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928088.000000 Penalty: 89967.289062
Iteration 53Q: 43 clusters Score -6.892809e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 15120 members 
Mstep: Class 6 contains 76308 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83290 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 10643 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 566 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77078 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 39603 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 2534 members 
Mstep: Class 34 contains 4982 members 
Mstep: Class 35 contains 397 members 
Mstep: Class 36 contains 24705 members 
Mstep: Class 37 contains 4673 members 
Mstep: Class 38 contains 9067 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928176.000000 Penalty: 89967.289062
Iteration 54Q: 43 clusters Score -6.892818e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 15122 members 
Mstep: Class 6 contains 76306 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83291 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 23292 members 
Mstep: Class 16 contains 10677 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77110 members 
Mstep: Class 28 contains 2465 members 
Mstep: Class 29 contains 39514 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3281 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 4988 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 24673 members 
Mstep: Class 37 contains 4681 members 
Mstep: Class 38 contains 9053 members 
Mstep: Class 39 contains 1031 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928168.000000 Penalty: 89967.289062
Iteration 55Q: 43 clusters Score -6.892817e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 15125 members 
Mstep: Class 6 contains 76293 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 10960 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83287 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 23292 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77157 members 
Mstep: Class 28 contains 2470 members 
Mstep: Class 29 contains 39421 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3283 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 4991 members 
Mstep: Class 35 contains 401 members 
Mstep: Class 36 contains 24644 members 
Mstep: Class 37 contains 4686 members 
Mstep: Class 38 contains 9046 members 
Mstep: Class 39 contains 1031 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928216.000000 Penalty: 89967.289062
Iteration 56Q: 43 clusters Score -6.892822e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 3362 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 15124 members 
Mstep: Class 6 contains 76272 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83281 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 10741 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77211 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 39331 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 24618 members 
Mstep: Class 37 contains 4691 members 
Mstep: Class 38 contains 9044 members 
Mstep: Class 39 contains 1030 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928312.000000 Penalty: 89967.289062
Iteration 57Q: 43 clusters Score -6.892831e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 3354 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 15123 members 
Mstep: Class 6 contains 76268 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 11027 members 
Mstep: Class 9 contains 4316 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83285 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 10770 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 4490 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77241 members 
Mstep: Class 28 contains 2478 members 
Mstep: Class 29 contains 39259 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 4994 members 
Mstep: Class 35 contains 405 members 
Mstep: Class 36 contains 24586 members 
Mstep: Class 37 contains 4696 members 
Mstep: Class 38 contains 9043 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928192.000000 Penalty: 89967.289062
Iteration 58Q: 43 clusters Score -6.892819e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 15119 members 
Mstep: Class 6 contains 76283 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83287 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 10800 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77243 members 
Mstep: Class 28 contains 2480 members 
Mstep: Class 29 contains 39191 members 
Mstep: Class 30 contains 4717 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 4999 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 24558 members 
Mstep: Class 37 contains 4700 members 
Mstep: Class 38 contains 9040 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68928176.000000 Penalty: 89967.289062
Iteration 59Q: 43 clusters Score -6.892818e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 3352 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 15116 members 
Mstep: Class 6 contains 76310 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11090 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83294 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 10829 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 4500 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77231 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 39133 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 24523 members 
Mstep: Class 37 contains 4704 members 
Mstep: Class 38 contains 9041 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68929352.000000 Penalty: 89967.289062
Iteration 60F: 43 clusters Score -6.892935e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 15116 members 
Mstep: Class 6 contains 76333 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 4320 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83298 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11701 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 10850 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 565 members 
Mstep: Class 25 contains 404 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 77214 members 
Mstep: Class 28 contains 2527 members 
Mstep: Class 29 contains 39080 members 
Mstep: Class 30 contains 4712 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 24497 members 
Mstep: Class 37 contains 4705 members 
Mstep: Class 38 contains 9009 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68930408.000000 Penalty: 89967.289062
Iteration 61Q: 43 clusters Score -6.893041e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 15116 members 
Mstep: Class 6 contains 76350 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11160 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83298 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 10866 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 405 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 77199 members 
Mstep: Class 28 contains 2556 members 
Mstep: Class 29 contains 39037 members 
Mstep: Class 30 contains 4708 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 24483 members 
Mstep: Class 37 contains 4706 members 
Mstep: Class 38 contains 8979 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 671 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68930656.000000 Penalty: 89967.289062
Iteration 62Q: 43 clusters Score -6.893066e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 15117 members 
Mstep: Class 6 contains 76373 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83295 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 10884 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 407 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 77188 members 
Mstep: Class 28 contains 2587 members 
Mstep: Class 29 contains 38981 members 
Mstep: Class 30 contains 4706 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2525 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 24470 members 
Mstep: Class 37 contains 4707 members 
Mstep: Class 38 contains 8951 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 669 members 
Mstep: Class 41 contains 957 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68930848.000000 Penalty: 89967.289062
Iteration 63Q: 43 clusters Score -6.893085e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 556 members 
Mstep: Class 5 contains 15118 members 
Mstep: Class 6 contains 76389 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83292 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 77187 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 38914 members 
Mstep: Class 30 contains 4704 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3285 members 
Mstep: Class 33 contains 2525 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 24459 members 
Mstep: Class 37 contains 4711 members 
Mstep: Class 38 contains 8927 members 
Mstep: Class 39 contains 1006 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68930824.000000 Penalty: 89967.289062
Iteration 64Q: 43 clusters Score -6.893082e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 15121 members 
Mstep: Class 6 contains 76401 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11279 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83296 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 10913 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 408 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77172 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 38859 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3286 members 
Mstep: Class 33 contains 2525 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 24443 members 
Mstep: Class 37 contains 4718 members 
Mstep: Class 38 contains 8917 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931048.000000 Penalty: 89967.289062
Iteration 65Q: 43 clusters Score -6.893105e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 15120 members 
Mstep: Class 6 contains 76429 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83297 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 23305 members 
Mstep: Class 16 contains 10928 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77148 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 38807 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3286 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 407 members 
Mstep: Class 36 contains 24427 members 
Mstep: Class 37 contains 4725 members 
Mstep: Class 38 contains 8905 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931248.000000 Penalty: 89967.289062
Iteration 66Q: 43 clusters Score -6.893125e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 546 members 
Mstep: Class 5 contains 15120 members 
Mstep: Class 6 contains 76424 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11350 members 
Mstep: Class 9 contains 4338 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83297 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 10950 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77146 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 38761 members 
Mstep: Class 30 contains 4702 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3286 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 411 members 
Mstep: Class 36 contains 24406 members 
Mstep: Class 37 contains 4728 members 
Mstep: Class 38 contains 8895 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931440.000000 Penalty: 89967.289062
Iteration 67Q: 43 clusters Score -6.893144e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 547 members 
Mstep: Class 5 contains 15121 members 
Mstep: Class 6 contains 76420 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11377 members 
Mstep: Class 9 contains 4341 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83301 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11669 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 23300 members 
Mstep: Class 16 contains 10968 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 4503 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77153 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 4702 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3286 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 414 members 
Mstep: Class 36 contains 24383 members 
Mstep: Class 37 contains 4734 members 
Mstep: Class 38 contains 8884 members 
Mstep: Class 39 contains 953 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931288.000000 Penalty: 89967.289062
Iteration 68Q: 43 clusters Score -6.893129e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 15123 members 
Mstep: Class 6 contains 76408 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11404 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83308 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11662 members 
Mstep: Class 14 contains 278 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 4505 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 411 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77174 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 38670 members 
Mstep: Class 30 contains 4702 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3287 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 413 members 
Mstep: Class 36 contains 24364 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 8871 members 
Mstep: Class 39 contains 935 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931456.000000 Penalty: 89967.289062
Iteration 69Q: 43 clusters Score -6.893146e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 15126 members 
Mstep: Class 6 contains 76403 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 11429 members 
Mstep: Class 9 contains 4344 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83310 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 23300 members 
Mstep: Class 16 contains 10987 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 4505 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77192 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 38624 members 
Mstep: Class 30 contains 4702 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3289 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5010 members 
Mstep: Class 35 contains 411 members 
Mstep: Class 36 contains 24351 members 
Mstep: Class 37 contains 4746 members 
Mstep: Class 38 contains 8856 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931552.000000 Penalty: 89967.289062
Iteration 70Q: 43 clusters Score -6.893155e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 15127 members 
Mstep: Class 6 contains 76386 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11456 members 
Mstep: Class 9 contains 4346 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83315 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 10998 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77212 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 38579 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3290 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 418 members 
Mstep: Class 36 contains 24334 members 
Mstep: Class 37 contains 4753 members 
Mstep: Class 38 contains 8836 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931672.000000 Penalty: 89967.289062
Iteration 71Q: 43 clusters Score -6.893167e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 15129 members 
Mstep: Class 6 contains 76380 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83317 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 11007 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 77216 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 38532 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3292 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5008 members 
Mstep: Class 35 contains 419 members 
Mstep: Class 36 contains 24323 members 
Mstep: Class 37 contains 4761 members 
Mstep: Class 38 contains 8818 members 
Mstep: Class 39 contains 944 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931664.000000 Penalty: 89967.289062
Iteration 72Q: 43 clusters Score -6.893166e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 15130 members 
Mstep: Class 6 contains 76374 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11516 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83315 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 11018 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 77216 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 38494 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3293 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5008 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 24312 members 
Mstep: Class 37 contains 4766 members 
Mstep: Class 38 contains 8807 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931696.000000 Penalty: 89967.289062
Iteration 73Q: 43 clusters Score -6.89317e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15131 members 
Mstep: Class 6 contains 76380 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11540 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83316 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 4505 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 77205 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 38462 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3293 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5007 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24306 members 
Mstep: Class 37 contains 4771 members 
Mstep: Class 38 contains 8794 members 
Mstep: Class 39 contains 954 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931712.000000 Penalty: 89967.289062
Iteration 74Q: 43 clusters Score -6.893171e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15133 members 
Mstep: Class 6 contains 76385 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83323 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77206 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 38426 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3294 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24291 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8786 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931696.000000 Penalty: 89967.289062
Iteration 75Q: 43 clusters Score -6.89317e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15133 members 
Mstep: Class 6 contains 76406 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 11585 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83327 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 11626 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4500 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1361 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77194 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 38381 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 3296 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24269 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8780 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931624.000000 Penalty: 89967.289062
Iteration 76Q: 43 clusters Score -6.893162e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76439 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83329 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4498 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77163 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5006 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24253 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8775 members 
Mstep: Class 39 contains 980 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931624.000000 Penalty: 89967.289062
Iteration 77Q: 43 clusters Score -6.893162e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76455 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83336 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77140 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 38326 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3296 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24236 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8769 members 
Mstep: Class 39 contains 985 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68931616.000000 Penalty: 89967.289062
Iteration 78Q: 43 clusters Score -6.893162e+07 nChanged 256
Entering ConstructFrom: 
Score: -68931616.000000 Penalty: 89967.289062
Entering ConstructFrom: 
Trying to split cluster 1 (90841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Entering Unmasked Estep 
Score: -12280449.000000 Penalty: 1855.240723
	Iteration 0F: 2 clusters Score -1.228045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -12226320.000000 Penalty: 3710.481445
	Iteration 0F: 3 clusters Score -1.222632e+07 nChanged 43514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -12252846.000000 Penalty: 3710.481445
	Iteration 1F: 3 clusters Score -1.225285e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -12255039.000000 Penalty: 3710.481445
	Iteration 2Q: 3 clusters Score -1.225504e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -12257405.000000 Penalty: 3710.481445
	Iteration 3Q: 3 clusters Score -1.22574e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -12259803.000000 Penalty: 3710.481445
	Iteration 4F: 3 clusters Score -1.22598e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -12262289.000000 Penalty: 3710.481445
	Iteration 5F: 3 clusters Score -1.226229e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -12264636.000000 Penalty: 3710.481445
	Iteration 6F: 3 clusters Score -1.226464e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -12266815.000000 Penalty: 3710.481445
	Iteration 7F: 3 clusters Score -1.226682e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -12268808.000000 Penalty: 3710.481445
	Iteration 8Q: 3 clusters Score -1.226881e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -12270765.000000 Penalty: 3710.481445
	Iteration 9Q: 3 clusters Score -1.227076e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -12272776.000000 Penalty: 3710.481445
	Iteration 10Q: 3 clusters Score -1.227278e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -12274342.000000 Penalty: 3710.481445
	Iteration 11Q: 3 clusters Score -1.227434e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -12275501.000000 Penalty: 3710.481445
	Iteration 12Q: 3 clusters Score -1.22755e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -12276162.000000 Penalty: 3710.481445
	Iteration 13Q: 3 clusters Score -1.227616e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -12276541.000000 Penalty: 3710.481445
	Iteration 14Q: 3 clusters Score -1.227654e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -12276696.000000 Penalty: 3710.481445
	Iteration 15Q: 3 clusters Score -1.22767e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -12276803.000000 Penalty: 3710.481445
	Iteration 16Q: 3 clusters Score -1.22768e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -12276852.000000 Penalty: 3710.481445
	Iteration 17Q: 3 clusters Score -1.227685e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -12276920.000000 Penalty: 3710.481445
	Iteration 18Q: 3 clusters Score -1.227692e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -12276935.000000 Penalty: 3710.481445
	Iteration 19Q: 3 clusters Score -1.227694e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -12276989.000000 Penalty: 3710.481445
	Iteration 20F: 3 clusters Score -1.227699e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -12277055.000000 Penalty: 3710.481445
	Iteration 21Q: 3 clusters Score -1.227706e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -12277094.000000 Penalty: 3710.481445
	Iteration 22Q: 3 clusters Score -1.227709e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -12277147.000000 Penalty: 3710.481445
	Iteration 23Q: 3 clusters Score -1.227715e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -12277187.000000 Penalty: 3710.481445
	Iteration 24Q: 3 clusters Score -1.227719e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -12277235.000000 Penalty: 3710.481445
	Iteration 25Q: 3 clusters Score -1.227724e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -12277312.000000 Penalty: 3710.481445
	Iteration 26Q: 3 clusters Score -1.227731e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -12277403.000000 Penalty: 3710.481445
	Iteration 27Q: 3 clusters Score -1.22774e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -12277507.000000 Penalty: 3710.481445
	Iteration 28Q: 3 clusters Score -1.227751e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -12277576.000000 Penalty: 3710.481445
	Iteration 29Q: 3 clusters Score -1.227758e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -12277686.000000 Penalty: 3710.481445
	Iteration 30Q: 3 clusters Score -1.227769e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -12277797.000000 Penalty: 3710.481445
	Iteration 31Q: 3 clusters Score -1.22778e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -12278040.000000 Penalty: 3710.481445
	Iteration 32Q: 3 clusters Score -1.227804e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -12278209.000000 Penalty: 3710.481445
	Iteration 33Q: 3 clusters Score -1.227821e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -12278424.000000 Penalty: 3710.481445
	Iteration 34Q: 3 clusters Score -1.227842e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -12278603.000000 Penalty: 3710.481445
	Iteration 35Q: 3 clusters Score -1.22786e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -12278796.000000 Penalty: 3710.481445
	Iteration 36Q: 3 clusters Score -1.22788e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -12279046.000000 Penalty: 3710.481445
	Iteration 37Q: 3 clusters Score -1.227905e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -12279350.000000 Penalty: 3710.481445
	Iteration 38Q: 3 clusters Score -1.227935e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -12279653.000000 Penalty: 3710.481445
	Iteration 39Q: 3 clusters Score -1.227965e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -12279912.000000 Penalty: 3710.481445
	Iteration 40F: 3 clusters Score -1.227991e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -12280112.000000 Penalty: 3710.481445
	Iteration 41Q: 3 clusters Score -1.228011e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -12280340.000000 Penalty: 3710.481445
	Iteration 42Q: 3 clusters Score -1.228034e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -12280537.000000 Penalty: 3710.481445
	Iteration 43Q: 3 clusters Score -1.228054e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -12280639.000000 Penalty: 3710.481445
	Iteration 44Q: 3 clusters Score -1.228064e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -12280767.000000 Penalty: 3710.481445
	Iteration 45Q: 3 clusters Score -1.228077e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -12280866.000000 Penalty: 3710.481445
	Iteration 46Q: 3 clusters Score -1.228087e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -12280870.000000 Penalty: 3710.481445
	Iteration 47Q: 3 clusters Score -1.228087e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -12280986.000000 Penalty: 3710.481445
	Iteration 48Q: 3 clusters Score -1.228099e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -12280982.000000 Penalty: 3710.481445
	Iteration 49Q: 3 clusters Score -1.228098e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -12280947.000000 Penalty: 3710.481445
	Iteration 50Q: 3 clusters Score -1.228095e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -12280959.000000 Penalty: 3710.481445
	Iteration 51Q: 3 clusters Score -1.228096e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -12280940.000000 Penalty: 3710.481445
	Iteration 52Q: 3 clusters Score -1.228094e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -12280954.000000 Penalty: 3710.481445
	Iteration 53Q: 3 clusters Score -1.228095e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -12280881.000000 Penalty: 3710.481445
	Iteration 54Q: 3 clusters Score -1.228088e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -12280838.000000 Penalty: 3710.481445
	Iteration 55Q: 3 clusters Score -1.228084e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -12280788.000000 Penalty: 3710.481445
	Iteration 56Q: 3 clusters Score -1.228079e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -12280720.000000 Penalty: 3710.481445
	Iteration 57Q: 3 clusters Score -1.228072e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -12280671.000000 Penalty: 3710.481445
	Iteration 58Q: 3 clusters Score -1.228067e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -12280650.000000 Penalty: 3710.481445
	Iteration 59Q: 3 clusters Score -1.228065e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -12280641.000000 Penalty: 3710.481445
	Iteration 60F: 3 clusters Score -1.228064e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -12280646.000000 Penalty: 3710.481445
	Iteration 61Q: 3 clusters Score -1.228065e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -12280618.000000 Penalty: 3710.481445
	Iteration 62Q: 3 clusters Score -1.228062e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -12280541.000000 Penalty: 3710.481445
	Iteration 63Q: 3 clusters Score -1.228054e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -12280557.000000 Penalty: 3710.481445
	Iteration 64Q: 3 clusters Score -1.228056e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -12280526.000000 Penalty: 3710.481445
	Iteration 65Q: 3 clusters Score -1.228053e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -12280480.000000 Penalty: 3710.481445
	Iteration 66Q: 3 clusters Score -1.228048e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -12280449.000000 Penalty: 3710.481445
	Iteration 67Q: 3 clusters Score -1.228045e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -12280434.000000 Penalty: 3710.481445
	Iteration 68Q: 3 clusters Score -1.228043e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -12280401.000000 Penalty: 3710.481445
	Iteration 69Q: 3 clusters Score -1.22804e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -12280397.000000 Penalty: 3710.481445
	Iteration 70Q: 3 clusters Score -1.22804e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12280402.000000 Penalty: 3710.481445
	Iteration 71Q: 3 clusters Score -1.22804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -12280360.000000 Penalty: 3710.481445
	Iteration 72Q: 3 clusters Score -1.228036e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -12280382.000000 Penalty: 3710.481445
	Iteration 73Q: 3 clusters Score -1.228038e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -12280390.000000 Penalty: 3710.481445
	Iteration 74Q: 3 clusters Score -1.228039e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -12280368.000000 Penalty: 3710.481445
	Iteration 75Q: 3 clusters Score -1.228037e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -12280337.000000 Penalty: 3710.481445
	Iteration 76Q: 3 clusters Score -1.228034e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -12280330.000000 Penalty: 3710.481445
	Iteration 77Q: 3 clusters Score -1.228033e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -12280302.000000 Penalty: 3710.481445
	Iteration 78Q: 3 clusters Score -1.22803e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -12280289.000000 Penalty: 3710.481445
	Iteration 79Q: 3 clusters Score -1.228029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -12280288.000000 Penalty: 3710.481445
	Iteration 80F: 3 clusters Score -1.228029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -12280271.000000 Penalty: 3710.481445
	Iteration 81Q: 3 clusters Score -1.228027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -12280264.000000 Penalty: 3710.481445
	Iteration 82Q: 3 clusters Score -1.228026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -12280256.000000 Penalty: 3710.481445
	Iteration 83Q: 3 clusters Score -1.228026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -12280273.000000 Penalty: 3710.481445
	Iteration 84Q: 3 clusters Score -1.228027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -12280267.000000 Penalty: 3710.481445
	Iteration 85Q: 3 clusters Score -1.228027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -12280253.000000 Penalty: 3710.481445
	Iteration 86Q: 3 clusters Score -1.228025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -12280252.000000 Penalty: 3710.481445
	Iteration 87Q: 3 clusters Score -1.228025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -12280246.000000 Penalty: 3710.481445
	Iteration 88Q: 3 clusters Score -1.228025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -12280243.000000 Penalty: 3710.481445
	Iteration 89Q: 3 clusters Score -1.228024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -12280254.000000 Penalty: 3710.481445
	Iteration 90Q: 3 clusters Score -1.228025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -12280250.000000 Penalty: 3710.481445
	Iteration 91Q: 3 clusters Score -1.228025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -12280245.000000 Penalty: 3710.481445
	Iteration 92Q: 3 clusters Score -1.228024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -12280235.000000 Penalty: 3710.481445
	Iteration 93Q: 3 clusters Score -1.228024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -12280231.000000 Penalty: 3710.481445
	Iteration 94Q: 3 clusters Score -1.228023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -12280235.000000 Penalty: 3710.481445
	Iteration 95Q: 3 clusters Score -1.228024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -12280228.000000 Penalty: 3710.481445
	Iteration 96Q: 3 clusters Score -1.228023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -12280231.000000 Penalty: 3710.481445
	Iteration 97Q: 3 clusters Score -1.228023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -12280221.000000 Penalty: 3710.481445
	Iteration 98Q: 3 clusters Score -1.228022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -12280224.000000 Penalty: 3710.481445
	Iteration 99Q: 3 clusters Score -1.228022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -12280223.000000 Penalty: 3710.481445
	Iteration 100F: 3 clusters Score -1.228022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -12280234.000000 Penalty: 3710.481445
	Iteration 101Q: 3 clusters Score -1.228023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -12280225.000000 Penalty: 3710.481445
	Iteration 102Q: 3 clusters Score -1.228022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -12280218.000000 Penalty: 3710.481445
	Iteration 103Q: 3 clusters Score -1.228022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -12280237.000000 Penalty: 3710.481445
	Iteration 104Q: 3 clusters Score -1.228024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -12280220.000000 Penalty: 3710.481445
	Iteration 105Q: 3 clusters Score -1.228022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12280217.000000 Penalty: 3710.481445
	Iteration 106Q: 3 clusters Score -1.228022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -12280219.000000 Penalty: 3710.481445
	Iteration 107Q: 3 clusters Score -1.228022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -12280216.000000 Penalty: 3710.481445
	Iteration 108Q: 3 clusters Score -1.228022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -12280211.000000 Penalty: 3710.481445
	Iteration 109Q: 3 clusters Score -1.228021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -12280220.000000 Penalty: 3710.481445
	Iteration 110Q: 3 clusters Score -1.228022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -12280209.000000 Penalty: 3710.481445
	Iteration 111Q: 3 clusters Score -1.228021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -12280209.000000 Penalty: 3710.481445
	Iteration 112Q: 3 clusters Score -1.228021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -12280219.000000 Penalty: 3710.481445
	Iteration 113Q: 3 clusters Score -1.228022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -12280218.000000 Penalty: 3710.481445
	Iteration 114Q: 3 clusters Score -1.228022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -12280215.000000 Penalty: 3710.481445
	Iteration 115Q: 3 clusters Score -1.228022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12280213.000000 Penalty: 3710.481445
	Iteration 116Q: 3 clusters Score -1.228021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -12280202.000000 Penalty: 3710.481445
	Iteration 117Q: 3 clusters Score -1.22802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -12280206.000000 Penalty: 3710.481445
	Iteration 118Q: 3 clusters Score -1.228021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -12280209.000000 Penalty: 3710.481445
	Iteration 119Q: 3 clusters Score -1.228021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -12280212.000000 Penalty: 3710.481445
	Iteration 120F: 3 clusters Score -1.228021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -12280212.000000 Penalty: 3710.481445
	Iteration 121Q: 3 clusters Score -1.228021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -12280200.000000 Penalty: 3710.481445
	Iteration 122Q: 3 clusters Score -1.22802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -12280195.000000 Penalty: 3710.481445
	Iteration 123Q: 3 clusters Score -1.22802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -12280200.000000 Penalty: 3710.481445
	Iteration 124Q: 3 clusters Score -1.22802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -12280197.000000 Penalty: 3710.481445
	Iteration 125Q: 3 clusters Score -1.22802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -12280211.000000 Penalty: 3710.481445
	Iteration 126Q: 3 clusters Score -1.228021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -12280209.000000 Penalty: 3710.481445
	Iteration 127Q: 3 clusters Score -1.228021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -12280219.000000 Penalty: 3710.481445
	Iteration 128Q: 3 clusters Score -1.228022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -12280209.000000 Penalty: 3710.481445
	Iteration 129Q: 3 clusters Score -1.228021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -12280213.000000 Penalty: 3710.481445
	Iteration 130Q: 3 clusters Score -1.228021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -12280214.000000 Penalty: 3710.481445
	Iteration 131Q: 3 clusters Score -1.228021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12280217.000000 Penalty: 3710.481445
	Iteration 132Q: 3 clusters Score -1.228022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12280217.000000 Penalty: 3710.481445
	Iteration 133F: 3 clusters Score -1.228022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -364716.218750 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -364716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -361879.468750 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -361879.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -363390.156250 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -363390.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -364034.406250 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -364034.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -364395.562500 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -364395.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -364609.406250 Penalty: 2634.715332
	Iteration 4F: 3 clusters Score -364609.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -364787.437500 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -364787.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -364914.656250 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -364914.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -365040.812500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -365040.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -365161.500000 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -365161.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -365236.000000 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -365236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -365303.562500 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -365303.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -365352.250000 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -365352.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -365402.593750 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -365402.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -365432.843750 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -365432.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365460.937500 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -365460.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -365480.250000 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -365480.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365501.750000 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -365501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -365521.968750 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -365522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -365540.125000 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -365540.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -365556.968750 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -365557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -365573.250000 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -365573.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -365586.531250 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -365586.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -365607.375000 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -365607.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -365639.875000 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -365639.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -365680.937500 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -365680.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -365739.281250 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -365739.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -365770.656250 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -365770.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -365783.343750 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -365783.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -365789.312500 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -365789.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -365798.625000 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -365798.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -365805.156250 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -365805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -365811.687500 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -365811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -365817.125000 Penalty: 2634.715332
	Iteration 32Q: 3 clusters Score -365817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -365822.031250 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -365822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -365826.500000 Penalty: 2634.715332
	Iteration 34Q: 3 clusters Score -365826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -365832.718750 Penalty: 2634.715332
	Iteration 35Q: 3 clusters Score -365832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -365837.281250 Penalty: 2634.715332
	Iteration 36Q: 3 clusters Score -365837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -365843.062500 Penalty: 2634.715332
	Iteration 37Q: 3 clusters Score -365843.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -365846.687500 Penalty: 2634.715332
	Iteration 38Q: 3 clusters Score -365846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -365848.500000 Penalty: 2634.715332
	Iteration 39Q: 3 clusters Score -365848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -365849.906250 Penalty: 2634.715332
	Iteration 40F: 3 clusters Score -365849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -365850.312500 Penalty: 2634.715332
	Iteration 41Q: 3 clusters Score -365850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -365851.625000 Penalty: 2634.715332
	Iteration 42Q: 3 clusters Score -365851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -365851.750000 Penalty: 2634.715332
	Iteration 43Q: 3 clusters Score -365851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365852.343750 Penalty: 2634.715332
	Iteration 44Q: 3 clusters Score -365852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365852.625000 Penalty: 2634.715332
	Iteration 45Q: 3 clusters Score -365852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365852.625000 Penalty: 2634.715332
	Iteration 46F: 3 clusters Score -365852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76462 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Entering Unmasked Estep 
Score: -68931952.000000 Penalty: 92109.367188
Splitting cluster 2 changes total score from -68931616.000000 to -68931952.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 3 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -167313.593750 Penalty: 1150.777588
	Iteration 0F: 2 clusters Score -167313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165826.500000 Penalty: 2301.555176
	Iteration 0F: 3 clusters Score -165826.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166372.796875 Penalty: 2301.555176
	Iteration 1F: 3 clusters Score -166372.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166687.000000 Penalty: 2301.555176
	Iteration 2F: 3 clusters Score -166687 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166853.156250 Penalty: 2301.555176
	Iteration 3F: 3 clusters Score -166853.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166946.859375 Penalty: 2301.555176
	Iteration 4Q: 3 clusters Score -166946.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -167032.984375 Penalty: 2301.555176
	Iteration 5Q: 3 clusters Score -167033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -167096.203125 Penalty: 2301.555176
	Iteration 6Q: 3 clusters Score -167096.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -167182.187500 Penalty: 2301.555176
	Iteration 7Q: 3 clusters Score -167182.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -167255.484375 Penalty: 2301.555176
	Iteration 8Q: 3 clusters Score -167255.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167331.812500 Penalty: 2301.555176
	Iteration 9Q: 3 clusters Score -167331.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -167378.828125 Penalty: 2301.555176
	Iteration 10Q: 3 clusters Score -167378.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167430.156250 Penalty: 2301.555176
	Iteration 11Q: 3 clusters Score -167430.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -167466.062500 Penalty: 2301.555176
	Iteration 12Q: 3 clusters Score -167466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -167482.062500 Penalty: 2301.555176
	Iteration 13Q: 3 clusters Score -167482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167492.421875 Penalty: 2301.555176
	Iteration 14Q: 3 clusters Score -167492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167502.468750 Penalty: 2301.555176
	Iteration 15Q: 3 clusters Score -167502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167508.671875 Penalty: 2301.555176
	Iteration 16Q: 3 clusters Score -167508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -167513.984375 Penalty: 2301.555176
	Iteration 17Q: 3 clusters Score -167514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -167514.703125 Penalty: 2301.555176
	Iteration 18Q: 3 clusters Score -167514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167516.093750 Penalty: 2301.555176
	Iteration 19Q: 3 clusters Score -167516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -167517.500000 Penalty: 2301.555176
	Iteration 20F: 3 clusters Score -167517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167518.171875 Penalty: 2301.555176
	Iteration 21Q: 3 clusters Score -167518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167518.171875 Penalty: 2301.555176
	Iteration 22F: 3 clusters Score -167518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76462 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 586 members 
Entering Unmasked Estep 
Score: -68931168.000000 Penalty: 94251.445312
Splitting cluster 3 changes total score from -68931616.000000 to -68931168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51538.390625 Penalty: 1022.680664
	Iteration 0F: 2 clusters Score -51538.39 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 254 members 
Entering Unmasked Estep 
Score: -50572.941406 Penalty: 2045.361328
	Iteration 0F: 3 clusters Score -50572.94 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51099.226562 Penalty: 2045.361328
	Iteration 1F: 3 clusters Score -51099.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51446.277344 Penalty: 2045.361328
	Iteration 2F: 3 clusters Score -51446.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51684.140625 Penalty: 2045.361328
	Iteration 3F: 3 clusters Score -51684.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51922.750000 Penalty: 2045.361328
	Iteration 4F: 3 clusters Score -51922.75 nChanged 17
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: -52040.011719 Penalty: 2045.361328
	Iteration 5Q: 3 clusters Score -52040.01 nChanged 14
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: -52159.546875 Penalty: 2045.361328
	Iteration 6Q: 3 clusters Score -52159.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52331.988281 Penalty: 2045.361328
	Iteration 7Q: 3 clusters Score -52331.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52467.351562 Penalty: 2045.361328
	Iteration 8Q: 3 clusters Score -52467.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52551.617188 Penalty: 2045.361328
	Iteration 9Q: 3 clusters Score -52551.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52583.910156 Penalty: 2045.361328
	Iteration 10Q: 3 clusters Score -52583.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52605.621094 Penalty: 2045.361328
	Iteration 11Q: 3 clusters Score -52605.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52652.683594 Penalty: 2045.361328
	Iteration 12Q: 3 clusters Score -52652.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52688.644531 Penalty: 2045.361328
	Iteration 13Q: 3 clusters Score -52688.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52709.589844 Penalty: 2045.361328
	Iteration 14Q: 3 clusters Score -52709.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52726.902344 Penalty: 2045.361328
	Iteration 15Q: 3 clusters Score -52726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52735.421875 Penalty: 2045.361328
	Iteration 16Q: 3 clusters Score -52735.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52738.363281 Penalty: 2045.361328
	Iteration 17Q: 3 clusters Score -52738.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52741.753906 Penalty: 2045.361328
	Iteration 18F: 3 clusters Score -52741.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52766.183594 Penalty: 2045.361328
	Iteration 19Q: 3 clusters Score -52766.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52769.902344 Penalty: 2045.361328
	Iteration 20F: 3 clusters Score -52769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52772.121094 Penalty: 2045.361328
	Iteration 21Q: 3 clusters Score -52772.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52792.101562 Penalty: 2045.361328
	Iteration 22Q: 3 clusters Score -52792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52799.882812 Penalty: 2045.361328
	Iteration 23Q: 3 clusters Score -52799.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52799.882812 Penalty: 2045.361328
	Iteration 24F: 3 clusters Score -52799.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 76462 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Entering Unmasked Estep 
Score: -68932080.000000 Penalty: 94251.445312
Splitting cluster 4 changes total score from -68931616.000000 to -68932080.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 5 (15134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Entering Unmasked Estep 
Score: -2026776.125000 Penalty: 1564.013672
	Iteration 0F: 2 clusters Score -2026776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2016317.250000 Penalty: 3128.027344
	Iteration 0F: 3 clusters Score -2016317 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2020261.750000 Penalty: 3128.027344
	Iteration 1F: 3 clusters Score -2020262 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2021175.125000 Penalty: 3128.027344
	Iteration 2F: 3 clusters Score -2021175 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2022534.375000 Penalty: 3128.027344
	Iteration 3F: 3 clusters Score -2022534 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2023980.625000 Penalty: 3128.027344
	Iteration 4F: 3 clusters Score -2023981 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2024931.750000 Penalty: 3128.027344
	Iteration 5F: 3 clusters Score -2024932 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2025396.250000 Penalty: 3128.027344
	Iteration 6F: 3 clusters Score -2025396 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2025626.000000 Penalty: 3128.027344
	Iteration 7Q: 3 clusters Score -2025626 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2025724.875000 Penalty: 3128.027344
	Iteration 8Q: 3 clusters Score -2025725 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2025785.625000 Penalty: 3128.027344
	Iteration 9Q: 3 clusters Score -2025786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2025829.625000 Penalty: 3128.027344
	Iteration 10Q: 3 clusters Score -2025830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2025845.875000 Penalty: 3128.027344
	Iteration 11Q: 3 clusters Score -2025846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2025874.875000 Penalty: 3128.027344
	Iteration 12Q: 3 clusters Score -2025875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2025886.250000 Penalty: 3128.027344
	Iteration 13Q: 3 clusters Score -2025886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2025891.500000 Penalty: 3128.027344
	Iteration 14Q: 3 clusters Score -2025892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2025894.250000 Penalty: 3128.027344
	Iteration 15Q: 3 clusters Score -2025894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2025892.875000 Penalty: 3128.027344
	Iteration 16Q: 3 clusters Score -2025893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2025898.125000 Penalty: 3128.027344
	Iteration 17Q: 3 clusters Score -2025898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2025889.875000 Penalty: 3128.027344
	Iteration 18Q: 3 clusters Score -2025890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2025900.000000 Penalty: 3128.027344
	Iteration 19Q: 3 clusters Score -2025900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2025897.625000 Penalty: 3128.027344
	Iteration 20F: 3 clusters Score -2025898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2025898.875000 Penalty: 3128.027344
	Iteration 21Q: 3 clusters Score -2025899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2025899.125000 Penalty: 3128.027344
	Iteration 22Q: 3 clusters Score -2025899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2025904.000000 Penalty: 3128.027344
	Iteration 23Q: 3 clusters Score -2025904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2025903.375000 Penalty: 3128.027344
	Iteration 24Q: 3 clusters Score -2025903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2025900.875000 Penalty: 3128.027344
	Iteration 25Q: 3 clusters Score -2025901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2025898.750000 Penalty: 3128.027344
	Iteration 26Q: 3 clusters Score -2025899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2025901.250000 Penalty: 3128.027344
	Iteration 27Q: 3 clusters Score -2025901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2025907.000000 Penalty: 3128.027344
	Iteration 28Q: 3 clusters Score -2025907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2025903.875000 Penalty: 3128.027344
	Iteration 29Q: 3 clusters Score -2025904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2025903.125000 Penalty: 3128.027344
	Iteration 30Q: 3 clusters Score -2025903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2025904.750000 Penalty: 3128.027344
	Iteration 31Q: 3 clusters Score -2025905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2025904.875000 Penalty: 3128.027344
	Iteration 32Q: 3 clusters Score -2025905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2025904.250000 Penalty: 3128.027344
	Iteration 33Q: 3 clusters Score -2025904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2025905.000000 Penalty: 3128.027344
	Iteration 34Q: 3 clusters Score -2025905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2025906.125000 Penalty: 3128.027344
	Iteration 35Q: 3 clusters Score -2025906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2025910.000000 Penalty: 3128.027344
	Iteration 36Q: 3 clusters Score -2025910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2025906.250000 Penalty: 3128.027344
	Iteration 37Q: 3 clusters Score -2025906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2025906.375000 Penalty: 3128.027344
	Iteration 38Q: 3 clusters Score -2025906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2025906.750000 Penalty: 3128.027344
	Iteration 39Q: 3 clusters Score -2025907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2025907.500000 Penalty: 3128.027344
	Iteration 40F: 3 clusters Score -2025908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2025910.750000 Penalty: 3128.027344
	Iteration 41Q: 3 clusters Score -2025911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2025910.625000 Penalty: 3128.027344
	Iteration 42Q: 3 clusters Score -2025911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2025910.625000 Penalty: 3128.027344
	Iteration 43F: 3 clusters Score -2025911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Entering Unmasked Estep 
Score: -10421135.000000 Penalty: 1827.239136
	Iteration 0F: 2 clusters Score -1.042114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10375023.000000 Penalty: 3654.478271
	Iteration 0F: 3 clusters Score -1.037502e+07 nChanged 36089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -10396019.000000 Penalty: 3654.478271
	Iteration 1F: 3 clusters Score -1.039602e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -10397278.000000 Penalty: 3654.478271
	Iteration 2Q: 3 clusters Score -1.039728e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -10399238.000000 Penalty: 3654.478271
	Iteration 3F: 3 clusters Score -1.039924e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -10402153.000000 Penalty: 3654.478271
	Iteration 4F: 3 clusters Score -1.040215e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -10406046.000000 Penalty: 3654.478271
	Iteration 5F: 3 clusters Score -1.040605e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -10410537.000000 Penalty: 3654.478271
	Iteration 6F: 3 clusters Score -1.041054e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -10414741.000000 Penalty: 3654.478271
	Iteration 7F: 3 clusters Score -1.041474e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -10418009.000000 Penalty: 3654.478271
	Iteration 8Q: 3 clusters Score -1.041801e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -10420372.000000 Penalty: 3654.478271
	Iteration 9Q: 3 clusters Score -1.042037e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -10421608.000000 Penalty: 3654.478271
	Iteration 10Q: 3 clusters Score -1.042161e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -10422063.000000 Penalty: 3654.478271
	Iteration 11Q: 3 clusters Score -1.042206e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -10422302.000000 Penalty: 3654.478271
	Iteration 12Q: 3 clusters Score -1.04223e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -10422460.000000 Penalty: 3654.478271
	Iteration 13Q: 3 clusters Score -1.042246e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -10422520.000000 Penalty: 3654.478271
	Iteration 14Q: 3 clusters Score -1.042252e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -10422589.000000 Penalty: 3654.478271
	Iteration 15Q: 3 clusters Score -1.042259e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -10422646.000000 Penalty: 3654.478271
	Iteration 16Q: 3 clusters Score -1.042265e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -10422643.000000 Penalty: 3654.478271
	Iteration 17Q: 3 clusters Score -1.042264e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -10422677.000000 Penalty: 3654.478271
	Iteration 18Q: 3 clusters Score -1.042268e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10422666.000000 Penalty: 3654.478271
	Iteration 19Q: 3 clusters Score -1.042267e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -10422627.000000 Penalty: 3654.478271
	Iteration 20F: 3 clusters Score -1.042263e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -10422587.000000 Penalty: 3654.478271
	Iteration 21Q: 3 clusters Score -1.042259e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -10422540.000000 Penalty: 3654.478271
	Iteration 22Q: 3 clusters Score -1.042254e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -10422499.000000 Penalty: 3654.478271
	Iteration 23Q: 3 clusters Score -1.04225e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -10422492.000000 Penalty: 3654.478271
	Iteration 24Q: 3 clusters Score -1.042249e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -10422448.000000 Penalty: 3654.478271
	Iteration 25Q: 3 clusters Score -1.042245e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -10422397.000000 Penalty: 3654.478271
	Iteration 26Q: 3 clusters Score -1.04224e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -10422347.000000 Penalty: 3654.478271
	Iteration 27Q: 3 clusters Score -1.042235e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -10422318.000000 Penalty: 3654.478271
	Iteration 28Q: 3 clusters Score -1.042232e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -10422293.000000 Penalty: 3654.478271
	Iteration 29Q: 3 clusters Score -1.042229e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -10422250.000000 Penalty: 3654.478271
	Iteration 30Q: 3 clusters Score -1.042225e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -10422242.000000 Penalty: 3654.478271
	Iteration 31Q: 3 clusters Score -1.042224e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -10422239.000000 Penalty: 3654.478271
	Iteration 32Q: 3 clusters Score -1.042224e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -10422205.000000 Penalty: 3654.478271
	Iteration 33Q: 3 clusters Score -1.04222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -10422182.000000 Penalty: 3654.478271
	Iteration 34Q: 3 clusters Score -1.042218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -10422142.000000 Penalty: 3654.478271
	Iteration 35Q: 3 clusters Score -1.042214e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -10422139.000000 Penalty: 3654.478271
	Iteration 36Q: 3 clusters Score -1.042214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -10422131.000000 Penalty: 3654.478271
	Iteration 37Q: 3 clusters Score -1.042213e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -10422115.000000 Penalty: 3654.478271
	Iteration 38Q: 3 clusters Score -1.042212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -10422103.000000 Penalty: 3654.478271
	Iteration 39Q: 3 clusters Score -1.04221e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -10422079.000000 Penalty: 3654.478271
	Iteration 40F: 3 clusters Score -1.042208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -10422064.000000 Penalty: 3654.478271
	Iteration 41Q: 3 clusters Score -1.042206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -10422070.000000 Penalty: 3654.478271
	Iteration 42Q: 3 clusters Score -1.042207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -10422061.000000 Penalty: 3654.478271
	Iteration 43Q: 3 clusters Score -1.042206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -10422064.000000 Penalty: 3654.478271
	Iteration 44Q: 3 clusters Score -1.042206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -10422057.000000 Penalty: 3654.478271
	Iteration 45Q: 3 clusters Score -1.042206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -10422038.000000 Penalty: 3654.478271
	Iteration 46Q: 3 clusters Score -1.042204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -10422023.000000 Penalty: 3654.478271
	Iteration 47Q: 3 clusters Score -1.042202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -10422007.000000 Penalty: 3654.478271
	Iteration 48Q: 3 clusters Score -1.042201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -10421987.000000 Penalty: 3654.478271
	Iteration 49Q: 3 clusters Score -1.042199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -10421961.000000 Penalty: 3654.478271
	Iteration 50Q: 3 clusters Score -1.042196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -10421958.000000 Penalty: 3654.478271
	Iteration 51Q: 3 clusters Score -1.042196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -10421950.000000 Penalty: 3654.478271
	Iteration 52Q: 3 clusters Score -1.042195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -10421945.000000 Penalty: 3654.478271
	Iteration 53Q: 3 clusters Score -1.042194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -10421957.000000 Penalty: 3654.478271
	Iteration 54Q: 3 clusters Score -1.042196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -10421950.000000 Penalty: 3654.478271
	Iteration 55Q: 3 clusters Score -1.042195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -10421935.000000 Penalty: 3654.478271
	Iteration 56Q: 3 clusters Score -1.042194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10421948.000000 Penalty: 3654.478271
	Iteration 57Q: 3 clusters Score -1.042195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -10421937.000000 Penalty: 3654.478271
	Iteration 58Q: 3 clusters Score -1.042194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -10421926.000000 Penalty: 3654.478271
	Iteration 59Q: 3 clusters Score -1.042193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -10421918.000000 Penalty: 3654.478271
	Iteration 60F: 3 clusters Score -1.042192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -10421906.000000 Penalty: 3654.478271
	Iteration 61Q: 3 clusters Score -1.042191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -10421900.000000 Penalty: 3654.478271
	Iteration 62Q: 3 clusters Score -1.04219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -10421889.000000 Penalty: 3654.478271
	Iteration 63Q: 3 clusters Score -1.042189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -10421898.000000 Penalty: 3654.478271
	Iteration 64Q: 3 clusters Score -1.04219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -10421899.000000 Penalty: 3654.478271
	Iteration 65Q: 3 clusters Score -1.04219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -10421888.000000 Penalty: 3654.478271
	Iteration 66Q: 3 clusters Score -1.042189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -10421882.000000 Penalty: 3654.478271
	Iteration 67Q: 3 clusters Score -1.042188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -10421880.000000 Penalty: 3654.478271
	Iteration 68Q: 3 clusters Score -1.042188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -10421883.000000 Penalty: 3654.478271
	Iteration 69Q: 3 clusters Score -1.042188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -10421868.000000 Penalty: 3654.478271
	Iteration 70Q: 3 clusters Score -1.042187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10421858.000000 Penalty: 3654.478271
	Iteration 71Q: 3 clusters Score -1.042186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -10421858.000000 Penalty: 3654.478271
	Iteration 72Q: 3 clusters Score -1.042186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -10421852.000000 Penalty: 3654.478271
	Iteration 73Q: 3 clusters Score -1.042185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -10421846.000000 Penalty: 3654.478271
	Iteration 74Q: 3 clusters Score -1.042185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -10421845.000000 Penalty: 3654.478271
	Iteration 75Q: 3 clusters Score -1.042184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -10421835.000000 Penalty: 3654.478271
	Iteration 76Q: 3 clusters Score -1.042184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -10421826.000000 Penalty: 3654.478271
	Iteration 77Q: 3 clusters Score -1.042183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -10421817.000000 Penalty: 3654.478271
	Iteration 78Q: 3 clusters Score -1.042182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -10421813.000000 Penalty: 3654.478271
	Iteration 79Q: 3 clusters Score -1.042181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -10421821.000000 Penalty: 3654.478271
	Iteration 80F: 3 clusters Score -1.042182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -10421830.000000 Penalty: 3654.478271
	Iteration 81Q: 3 clusters Score -1.042183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -10421829.000000 Penalty: 3654.478271
	Iteration 82Q: 3 clusters Score -1.042183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -10421825.000000 Penalty: 3654.478271
	Iteration 83Q: 3 clusters Score -1.042182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -10421812.000000 Penalty: 3654.478271
	Iteration 84Q: 3 clusters Score -1.042181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -10421804.000000 Penalty: 3654.478271
	Iteration 85Q: 3 clusters Score -1.04218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -10421804.000000 Penalty: 3654.478271
	Iteration 86Q: 3 clusters Score -1.04218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -10421805.000000 Penalty: 3654.478271
	Iteration 87Q: 3 clusters Score -1.04218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -10421803.000000 Penalty: 3654.478271
	Iteration 88Q: 3 clusters Score -1.04218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -10421799.000000 Penalty: 3654.478271
	Iteration 89Q: 3 clusters Score -1.04218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -10421797.000000 Penalty: 3654.478271
	Iteration 90Q: 3 clusters Score -1.04218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -10421795.000000 Penalty: 3654.478271
	Iteration 91Q: 3 clusters Score -1.04218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -10421795.000000 Penalty: 3654.478271
	Iteration 92F: 3 clusters Score -1.04218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Entering Unmasked Estep 
Score: -68932512.000000 Penalty: 96393.523438
Splitting cluster 6 changes total score from -68931616.000000 to -68932512.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -261372.265625 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -261372.3 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 1019 members 
Entering Unmasked Estep 
Score: -259299.546875 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -259299.5 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -260068.406250 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -260068.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -260584.031250 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -260584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -261265.453125 Penalty: 2472.721680
	Iteration 3F: 3 clusters Score -261265.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -261644.421875 Penalty: 2472.721680
	Iteration 4F: 3 clusters Score -261644.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -261788.109375 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -261788.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -261849.562500 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -261849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -261872.828125 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -261872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -261887.453125 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -261887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -261896.328125 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -261896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -261910.984375 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -261911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -261927.125000 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -261927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -261937.015625 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -261937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261952.531250 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -261952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -261970.703125 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -261970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -261987.703125 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -261987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -261997.906250 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -261997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -262003.640625 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -262003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -262009.609375 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -262009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -262014.062500 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -262014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -262014.062500 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -262014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Entering Unmasked Estep 
Score: -68932264.000000 Penalty: 98535.601562
Splitting cluster 7 changes total score from -68931616.000000 to -68932264.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 8 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1539025.500000 Penalty: 1521.595093
	Iteration 0F: 2 clusters Score -1539026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1530832.625000 Penalty: 3043.190186
	Iteration 0F: 3 clusters Score -1530833 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1533501.375000 Penalty: 3043.190186
	Iteration 1F: 3 clusters Score -1533501 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1533867.625000 Penalty: 3043.190186
	Iteration 2F: 3 clusters Score -1533868 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1534268.000000 Penalty: 3043.190186
	Iteration 3F: 3 clusters Score -1534268 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1534809.000000 Penalty: 3043.190186
	Iteration 4F: 3 clusters Score -1534809 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1535456.250000 Penalty: 3043.190186
	Iteration 5F: 3 clusters Score -1535456 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1536122.500000 Penalty: 3043.190186
	Iteration 6F: 3 clusters Score -1536122 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1536732.750000 Penalty: 3043.190186
	Iteration 7F: 3 clusters Score -1536733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1537272.375000 Penalty: 3043.190186
	Iteration 8Q: 3 clusters Score -1537272 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1537756.500000 Penalty: 3043.190186
	Iteration 9Q: 3 clusters Score -1537756 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1538101.750000 Penalty: 3043.190186
	Iteration 10Q: 3 clusters Score -1538102 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1538267.125000 Penalty: 3043.190186
	Iteration 11Q: 3 clusters Score -1538267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1538365.875000 Penalty: 3043.190186
	Iteration 12Q: 3 clusters Score -1538366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1538411.750000 Penalty: 3043.190186
	Iteration 13Q: 3 clusters Score -1538412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1538445.250000 Penalty: 3043.190186
	Iteration 14Q: 3 clusters Score -1538445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1538460.750000 Penalty: 3043.190186
	Iteration 15Q: 3 clusters Score -1538461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1538466.500000 Penalty: 3043.190186
	Iteration 16Q: 3 clusters Score -1538466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1538469.375000 Penalty: 3043.190186
	Iteration 17Q: 3 clusters Score -1538469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1538472.375000 Penalty: 3043.190186
	Iteration 18Q: 3 clusters Score -1538472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1538471.875000 Penalty: 3043.190186
	Iteration 19Q: 3 clusters Score -1538472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1538472.750000 Penalty: 3043.190186
	Iteration 20F: 3 clusters Score -1538473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1538476.375000 Penalty: 3043.190186
	Iteration 21Q: 3 clusters Score -1538476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1538476.375000 Penalty: 3043.190186
	Iteration 22F: 3 clusters Score -1538476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -577869.625000 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -577869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -574324.375000 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -574324.4 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -575342.062500 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -575342.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -575574.312500 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -575574.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -575743.562500 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -575743.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -575913.750000 Penalty: 2723.797607
	Iteration 4F: 3 clusters Score -575913.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -576086.375000 Penalty: 2723.797607
	Iteration 5F: 3 clusters Score -576086.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -576261.437500 Penalty: 2723.797607
	Iteration 6Q: 3 clusters Score -576261.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576442.875000 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -576442.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -576598.000000 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -576598 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -576696.375000 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -576696.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -576767.000000 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -576767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -576812.562500 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -576812.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -576844.562500 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -576844.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -576873.250000 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -576873.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -576886.875000 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -576886.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -576892.062500 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -576892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -576896.937500 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -576896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -576899.500000 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -576899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -576900.625000 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -576900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -576900.500000 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -576900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -576901.437500 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -576901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -51419.523438 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -51419.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50415.261719 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -50415.26 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50618.382812 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -50618.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50824.363281 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -50824.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51006.460938 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -51006.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51074.957031 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -51074.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51096.976562 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -51096.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51100.230469 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -51100.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51100.710938 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -51100.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51100.832031 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -51100.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51100.832031 Penalty: 1973.739502
	Iteration 9F: 3 clusters Score -51100.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Entering Unmasked Estep 
Score: -11046256.000000 Penalty: 1841.232178
	Iteration 0F: 2 clusters Score -1.104626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -10994163.000000 Penalty: 3682.464355
	Iteration 0F: 3 clusters Score -1.099416e+07 nChanged 39908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -11017399.000000 Penalty: 3682.464355
	Iteration 1F: 3 clusters Score -1.10174e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -11018319.000000 Penalty: 3682.464355
	Iteration 2Q: 3 clusters Score -1.101832e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -11019716.000000 Penalty: 3682.464355
	Iteration 3Q: 3 clusters Score -1.101972e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -11021982.000000 Penalty: 3682.464355
	Iteration 4F: 3 clusters Score -1.102198e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -11025787.000000 Penalty: 3682.464355
	Iteration 5F: 3 clusters Score -1.102579e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -11031194.000000 Penalty: 3682.464355
	Iteration 6F: 3 clusters Score -1.103119e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -11036410.000000 Penalty: 3682.464355
	Iteration 7F: 3 clusters Score -1.103641e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -11040738.000000 Penalty: 3682.464355
	Iteration 8F: 3 clusters Score -1.104074e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -11042951.000000 Penalty: 3682.464355
	Iteration 9Q: 3 clusters Score -1.104295e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11044043.000000 Penalty: 3682.464355
	Iteration 10Q: 3 clusters Score -1.104404e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11044557.000000 Penalty: 3682.464355
	Iteration 11Q: 3 clusters Score -1.104456e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11044796.000000 Penalty: 3682.464355
	Iteration 12Q: 3 clusters Score -1.10448e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11044943.000000 Penalty: 3682.464355
	Iteration 13Q: 3 clusters Score -1.104494e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11045068.000000 Penalty: 3682.464355
	Iteration 14Q: 3 clusters Score -1.104507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11045157.000000 Penalty: 3682.464355
	Iteration 15Q: 3 clusters Score -1.104516e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11045222.000000 Penalty: 3682.464355
	Iteration 16Q: 3 clusters Score -1.104522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11045257.000000 Penalty: 3682.464355
	Iteration 17Q: 3 clusters Score -1.104526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11045267.000000 Penalty: 3682.464355
	Iteration 18Q: 3 clusters Score -1.104527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11045275.000000 Penalty: 3682.464355
	Iteration 19Q: 3 clusters Score -1.104528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11045311.000000 Penalty: 3682.464355
	Iteration 20F: 3 clusters Score -1.104531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11045358.000000 Penalty: 3682.464355
	Iteration 21Q: 3 clusters Score -1.104536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11045394.000000 Penalty: 3682.464355
	Iteration 22Q: 3 clusters Score -1.104539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11045416.000000 Penalty: 3682.464355
	Iteration 23Q: 3 clusters Score -1.104542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11045429.000000 Penalty: 3682.464355
	Iteration 24Q: 3 clusters Score -1.104543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11045474.000000 Penalty: 3682.464355
	Iteration 25Q: 3 clusters Score -1.104547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11045500.000000 Penalty: 3682.464355
	Iteration 26Q: 3 clusters Score -1.10455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11045535.000000 Penalty: 3682.464355
	Iteration 27Q: 3 clusters Score -1.104554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11045561.000000 Penalty: 3682.464355
	Iteration 28Q: 3 clusters Score -1.104556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11045586.000000 Penalty: 3682.464355
	Iteration 29Q: 3 clusters Score -1.104559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11045618.000000 Penalty: 3682.464355
	Iteration 30Q: 3 clusters Score -1.104562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11045638.000000 Penalty: 3682.464355
	Iteration 31Q: 3 clusters Score -1.104564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11045654.000000 Penalty: 3682.464355
	Iteration 32Q: 3 clusters Score -1.104565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11045650.000000 Penalty: 3682.464355
	Iteration 33Q: 3 clusters Score -1.104565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11045654.000000 Penalty: 3682.464355
	Iteration 34Q: 3 clusters Score -1.104565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11045671.000000 Penalty: 3682.464355
	Iteration 35Q: 3 clusters Score -1.104567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11045680.000000 Penalty: 3682.464355
	Iteration 36Q: 3 clusters Score -1.104568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11045696.000000 Penalty: 3682.464355
	Iteration 37Q: 3 clusters Score -1.10457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11045697.000000 Penalty: 3682.464355
	Iteration 38Q: 3 clusters Score -1.10457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11045706.000000 Penalty: 3682.464355
	Iteration 39Q: 3 clusters Score -1.104571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11045712.000000 Penalty: 3682.464355
	Iteration 40F: 3 clusters Score -1.104571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11045703.000000 Penalty: 3682.464355
	Iteration 41Q: 3 clusters Score -1.10457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11045708.000000 Penalty: 3682.464355
	Iteration 42Q: 3 clusters Score -1.104571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11045705.000000 Penalty: 3682.464355
	Iteration 43Q: 3 clusters Score -1.10457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11045698.000000 Penalty: 3682.464355
	Iteration 44Q: 3 clusters Score -1.10457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11045698.000000 Penalty: 3682.464355
	Iteration 45F: 3 clusters Score -1.10457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -173309.828125 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -173309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171734.859375 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -171734.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -172287.171875 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -172287.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172643.109375 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -172643.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -172886.046875 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -172886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173046.703125 Penalty: 2358.525879
	Iteration 4F: 3 clusters Score -173046.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -173129.140625 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -173129.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173210.625000 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -173210.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -173357.593750 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -173357.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -173588.468750 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -173588.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -173796.921875 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -173796.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -173932.296875 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -173932.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -173990.484375 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -173990.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174031.187500 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -174031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174050.031250 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -174050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -174057.875000 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -174057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174063.203125 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -174063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174069.515625 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -174069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -174077.140625 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -174077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174084.015625 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -174084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -174085.640625 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -174085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174109.515625 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -174109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174131.531250 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -174131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174136.671875 Penalty: 2358.525879
	Iteration 22Q: 3 clusters Score -174136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174139.156250 Penalty: 2358.525879
	Iteration 23Q: 3 clusters Score -174139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174139.156250 Penalty: 2358.525879
	Iteration 24F: 3 clusters Score -174139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 11624 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Entering Unmasked Estep 
Score: -68932104.000000 Penalty: 100677.679688
Splitting cluster 12 changes total score from -68931616.000000 to -68932104.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 13 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1514072.875000 Penalty: 1521.134399
	Iteration 0F: 2 clusters Score -1514073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1506003.125000 Penalty: 3042.268799
	Iteration 0F: 3 clusters Score -1506003 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1509447.500000 Penalty: 3042.268799
	Iteration 1F: 3 clusters Score -1509448 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1510764.625000 Penalty: 3042.268799
	Iteration 2F: 3 clusters Score -1510765 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1512732.750000 Penalty: 3042.268799
	Iteration 3F: 3 clusters Score -1512733 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1514065.000000 Penalty: 3042.268799
	Iteration 4F: 3 clusters Score -1514065 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1514762.625000 Penalty: 3042.268799
	Iteration 5F: 3 clusters Score -1514763 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1515106.750000 Penalty: 3042.268799
	Iteration 6Q: 3 clusters Score -1515107 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1515366.250000 Penalty: 3042.268799
	Iteration 7Q: 3 clusters Score -1515366 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1515583.625000 Penalty: 3042.268799
	Iteration 8Q: 3 clusters Score -1515584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1515725.500000 Penalty: 3042.268799
	Iteration 9Q: 3 clusters Score -1515726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1515827.500000 Penalty: 3042.268799
	Iteration 10Q: 3 clusters Score -1515828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1515882.375000 Penalty: 3042.268799
	Iteration 11Q: 3 clusters Score -1515882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1515919.750000 Penalty: 3042.268799
	Iteration 12Q: 3 clusters Score -1515920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1515940.875000 Penalty: 3042.268799
	Iteration 13Q: 3 clusters Score -1515941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1515947.375000 Penalty: 3042.268799
	Iteration 14Q: 3 clusters Score -1515947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1515952.250000 Penalty: 3042.268799
	Iteration 15Q: 3 clusters Score -1515952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1515956.625000 Penalty: 3042.268799
	Iteration 16Q: 3 clusters Score -1515957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1515956.750000 Penalty: 3042.268799
	Iteration 17Q: 3 clusters Score -1515957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1515959.875000 Penalty: 3042.268799
	Iteration 18Q: 3 clusters Score -1515960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1515964.625000 Penalty: 3042.268799
	Iteration 19Q: 3 clusters Score -1515965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1515963.500000 Penalty: 3042.268799
	Iteration 20F: 3 clusters Score -1515964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1515964.625000 Penalty: 3042.268799
	Iteration 21Q: 3 clusters Score -1515965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1515964.625000 Penalty: 3042.268799
	Iteration 22F: 3 clusters Score -1515965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Entering Unmasked Estep 
Score: -68933464.000000 Penalty: 102819.757812
Splitting cluster 13 changes total score from -68931616.000000 to -68933464.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 14 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -15433.472656 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -15433.47 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 157 members 
Entering Unmasked Estep 
Score: -14683.338867 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -14683.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14829.603516 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -14829.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14910.514648 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -14910.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14954.245117 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -14954.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15015.661133 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -15015.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15120.285156 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -15120.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15159.054688 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -15159.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15190.095703 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -15190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15231.468750 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -15231.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15286.928711 Penalty: 1831.306519
	Iteration 9Q: 3 clusters Score -15286.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15336.626953 Penalty: 1831.306519
	Iteration 10Q: 3 clusters Score -15336.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15373.586914 Penalty: 1831.306519
	Iteration 11Q: 3 clusters Score -15373.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15410.183594 Penalty: 1831.306519
	Iteration 12Q: 3 clusters Score -15410.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15427.766602 Penalty: 1831.306519
	Iteration 13Q: 3 clusters Score -15427.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15433.537109 Penalty: 1831.306519
	Iteration 14Q: 3 clusters Score -15433.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15433.537109 Penalty: 1831.306519
	Iteration 15F: 3 clusters Score -15433.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Entering Unmasked Estep 
Score: -68932248.000000 Penalty: 104961.835938
Splitting cluster 14 changes total score from -68931616.000000 to -68932248.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 15 (23294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Entering Unmasked Estep 
Score: -3088568.250000 Penalty: 1634.092041
	Iteration 0F: 2 clusters Score -3088568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3072802.500000 Penalty: 3268.184082
	Iteration 0F: 3 clusters Score -3072802 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3079516.500000 Penalty: 3268.184082
	Iteration 1F: 3 clusters Score -3079516 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3081592.500000 Penalty: 3268.184082
	Iteration 2F: 3 clusters Score -3081592 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3084458.500000 Penalty: 3268.184082
	Iteration 3F: 3 clusters Score -3084458 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3087044.250000 Penalty: 3268.184082
	Iteration 4F: 3 clusters Score -3087044 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3088793.750000 Penalty: 3268.184082
	Iteration 5F: 3 clusters Score -3088794 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3089550.750000 Penalty: 3268.184082
	Iteration 6Q: 3 clusters Score -3089551 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3089804.250000 Penalty: 3268.184082
	Iteration 7Q: 3 clusters Score -3089804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3089911.250000 Penalty: 3268.184082
	Iteration 8Q: 3 clusters Score -3089911 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3089967.750000 Penalty: 3268.184082
	Iteration 9Q: 3 clusters Score -3089968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3090014.500000 Penalty: 3268.184082
	Iteration 10Q: 3 clusters Score -3090014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3090040.000000 Penalty: 3268.184082
	Iteration 11Q: 3 clusters Score -3090040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3090042.750000 Penalty: 3268.184082
	Iteration 12Q: 3 clusters Score -3090043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3090052.750000 Penalty: 3268.184082
	Iteration 13Q: 3 clusters Score -3090053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3090059.250000 Penalty: 3268.184082
	Iteration 14Q: 3 clusters Score -3090059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3090069.250000 Penalty: 3268.184082
	Iteration 15Q: 3 clusters Score -3090069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3090074.000000 Penalty: 3268.184082
	Iteration 16Q: 3 clusters Score -3090074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3090073.750000 Penalty: 3268.184082
	Iteration 17Q: 3 clusters Score -3090074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3090075.750000 Penalty: 3268.184082
	Iteration 18Q: 3 clusters Score -3090076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3090083.750000 Penalty: 3268.184082
	Iteration 19Q: 3 clusters Score -3090084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3090085.750000 Penalty: 3268.184082
	Iteration 20F: 3 clusters Score -3090086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3090083.250000 Penalty: 3268.184082
	Iteration 21Q: 3 clusters Score -3090083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3090085.250000 Penalty: 3268.184082
	Iteration 22Q: 3 clusters Score -3090085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3090083.500000 Penalty: 3268.184082
	Iteration 23Q: 3 clusters Score -3090084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3090079.000000 Penalty: 3268.184082
	Iteration 24Q: 3 clusters Score -3090079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3090077.500000 Penalty: 3268.184082
	Iteration 25Q: 3 clusters Score -3090078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3090078.250000 Penalty: 3268.184082
	Iteration 26Q: 3 clusters Score -3090078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3090078.000000 Penalty: 3268.184082
	Iteration 27Q: 3 clusters Score -3090078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3090080.000000 Penalty: 3268.184082
	Iteration 28Q: 3 clusters Score -3090080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3090080.000000 Penalty: 3268.184082
	Iteration 29F: 3 clusters Score -3090080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Entering Unmasked Estep 
Score: -68933360.000000 Penalty: 107103.914062
Splitting cluster 15 changes total score from -68931616.000000 to -68933360.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 16 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -1404321.375000 Penalty: 1513.433716
	Iteration 0F: 2 clusters Score -1404321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1396522.250000 Penalty: 3026.867432
	Iteration 0F: 3 clusters Score -1396522 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1399173.375000 Penalty: 3026.867432
	Iteration 1F: 3 clusters Score -1399173 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1399633.875000 Penalty: 3026.867432
	Iteration 2F: 3 clusters Score -1399634 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1400232.250000 Penalty: 3026.867432
	Iteration 3F: 3 clusters Score -1400232 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1401066.250000 Penalty: 3026.867432
	Iteration 4F: 3 clusters Score -1401066 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1402141.875000 Penalty: 3026.867432
	Iteration 5F: 3 clusters Score -1402142 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1403470.625000 Penalty: 3026.867432
	Iteration 6F: 3 clusters Score -1403471 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1404422.875000 Penalty: 3026.867432
	Iteration 7F: 3 clusters Score -1404423 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1404856.875000 Penalty: 3026.867432
	Iteration 8F: 3 clusters Score -1404857 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1405006.000000 Penalty: 3026.867432
	Iteration 9Q: 3 clusters Score -1405006 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1405081.250000 Penalty: 3026.867432
	Iteration 10Q: 3 clusters Score -1405081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1405124.375000 Penalty: 3026.867432
	Iteration 11Q: 3 clusters Score -1405124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1405157.750000 Penalty: 3026.867432
	Iteration 12Q: 3 clusters Score -1405158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1405185.125000 Penalty: 3026.867432
	Iteration 13Q: 3 clusters Score -1405185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1405203.250000 Penalty: 3026.867432
	Iteration 14Q: 3 clusters Score -1405203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1405223.500000 Penalty: 3026.867432
	Iteration 15Q: 3 clusters Score -1405224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1405245.000000 Penalty: 3026.867432
	Iteration 16Q: 3 clusters Score -1405245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1405263.500000 Penalty: 3026.867432
	Iteration 17Q: 3 clusters Score -1405264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1405282.000000 Penalty: 3026.867432
	Iteration 18Q: 3 clusters Score -1405282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1405300.625000 Penalty: 3026.867432
	Iteration 19Q: 3 clusters Score -1405301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1405342.125000 Penalty: 3026.867432
	Iteration 20F: 3 clusters Score -1405342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1405384.000000 Penalty: 3026.867432
	Iteration 21Q: 3 clusters Score -1405384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1405426.500000 Penalty: 3026.867432
	Iteration 22Q: 3 clusters Score -1405426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1405481.875000 Penalty: 3026.867432
	Iteration 23Q: 3 clusters Score -1405482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1405531.375000 Penalty: 3026.867432
	Iteration 24Q: 3 clusters Score -1405531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1405582.500000 Penalty: 3026.867432
	Iteration 25Q: 3 clusters Score -1405582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1405654.625000 Penalty: 3026.867432
	Iteration 26Q: 3 clusters Score -1405655 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1405711.125000 Penalty: 3026.867432
	Iteration 27Q: 3 clusters Score -1405711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1405760.500000 Penalty: 3026.867432
	Iteration 28Q: 3 clusters Score -1405760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1405800.125000 Penalty: 3026.867432
	Iteration 29Q: 3 clusters Score -1405800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1405825.125000 Penalty: 3026.867432
	Iteration 30Q: 3 clusters Score -1405825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1405845.750000 Penalty: 3026.867432
	Iteration 31Q: 3 clusters Score -1405846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1405857.875000 Penalty: 3026.867432
	Iteration 32Q: 3 clusters Score -1405858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1405863.875000 Penalty: 3026.867432
	Iteration 33Q: 3 clusters Score -1405864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1405863.750000 Penalty: 3026.867432
	Iteration 34Q: 3 clusters Score -1405864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1405865.250000 Penalty: 3026.867432
	Iteration 35Q: 3 clusters Score -1405865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1405863.375000 Penalty: 3026.867432
	Iteration 36Q: 3 clusters Score -1405863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1405865.875000 Penalty: 3026.867432
	Iteration 37Q: 3 clusters Score -1405866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1405863.750000 Penalty: 3026.867432
	Iteration 38Q: 3 clusters Score -1405864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1405862.750000 Penalty: 3026.867432
	Iteration 39Q: 3 clusters Score -1405863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1405861.875000 Penalty: 3026.867432
	Iteration 40F: 3 clusters Score -1405862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Entering Unmasked Estep 
Score: -68934320.000000 Penalty: 109245.992188
Splitting cluster 16 changes total score from -68931616.000000 to -68934320.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 17 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -202635.531250 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -202635.5 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 646 members 
Entering Unmasked Estep 
Score: -201018.609375 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -201018.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -201413.546875 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -201413.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -201551.562500 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -201551.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201629.750000 Penalty: 2332.779297
	Iteration 3F: 3 clusters Score -201629.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -201695.812500 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -201695.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -201763.656250 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -201763.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -201803.343750 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -201803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201837.500000 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -201837.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201881.812500 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -201881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201930.406250 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -201930.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -201965.109375 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -201965.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -201996.375000 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -201996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -202019.781250 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -202019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -202036.109375 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -202036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -202046.031250 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -202046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -202049.906250 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -202049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -202051.234375 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -202051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -202051.328125 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -202051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202051.843750 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -202051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -202052.296875 Penalty: 2332.779297
	Iteration 19Q: 3 clusters Score -202052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202056.281250 Penalty: 2332.779297
	Iteration 20F: 3 clusters Score -202056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202061.125000 Penalty: 2332.779297
	Iteration 21Q: 3 clusters Score -202061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -202063.859375 Penalty: 2332.779297
	Iteration 22Q: 3 clusters Score -202063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202065.968750 Penalty: 2332.779297
	Iteration 23Q: 3 clusters Score -202066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -202069.515625 Penalty: 2332.779297
	Iteration 24Q: 3 clusters Score -202069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202077.062500 Penalty: 2332.779297
	Iteration 25Q: 3 clusters Score -202077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202083.218750 Penalty: 2332.779297
	Iteration 26Q: 3 clusters Score -202083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -202090.359375 Penalty: 2332.779297
	Iteration 27Q: 3 clusters Score -202090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -202093.984375 Penalty: 2332.779297
	Iteration 28Q: 3 clusters Score -202094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -202095.921875 Penalty: 2332.779297
	Iteration 29Q: 3 clusters Score -202095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -202097.296875 Penalty: 2332.779297
	Iteration 30Q: 3 clusters Score -202097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -202098.296875 Penalty: 2332.779297
	Iteration 31Q: 3 clusters Score -202098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202099.046875 Penalty: 2332.779297
	Iteration 32Q: 3 clusters Score -202099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202099.046875 Penalty: 2332.779297
	Iteration 33F: 3 clusters Score -202099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -574391.500000 Penalty: 1366.814453
	Iteration 0F: 2 clusters Score -574391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -570770.375000 Penalty: 2733.628906
	Iteration 0F: 3 clusters Score -570770.4 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -571895.625000 Penalty: 2733.628906
	Iteration 1F: 3 clusters Score -571895.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -572278.375000 Penalty: 2733.628906
	Iteration 2F: 3 clusters Score -572278.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -572582.562500 Penalty: 2733.628906
	Iteration 3F: 3 clusters Score -572582.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -572803.687500 Penalty: 2733.628906
	Iteration 4F: 3 clusters Score -572803.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -572966.000000 Penalty: 2733.628906
	Iteration 5Q: 3 clusters Score -572966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -573057.375000 Penalty: 2733.628906
	Iteration 6Q: 3 clusters Score -573057.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -573115.125000 Penalty: 2733.628906
	Iteration 7Q: 3 clusters Score -573115.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -573175.437500 Penalty: 2733.628906
	Iteration 8Q: 3 clusters Score -573175.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -573223.562500 Penalty: 2733.628906
	Iteration 9Q: 3 clusters Score -573223.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -573270.250000 Penalty: 2733.628906
	Iteration 10Q: 3 clusters Score -573270.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -573315.437500 Penalty: 2733.628906
	Iteration 11Q: 3 clusters Score -573315.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -573364.437500 Penalty: 2733.628906
	Iteration 12Q: 3 clusters Score -573364.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -573424.937500 Penalty: 2733.628906
	Iteration 13Q: 3 clusters Score -573424.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -573507.000000 Penalty: 2733.628906
	Iteration 14Q: 3 clusters Score -573507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -573617.062500 Penalty: 2733.628906
	Iteration 15Q: 3 clusters Score -573617.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -573720.250000 Penalty: 2733.628906
	Iteration 16Q: 3 clusters Score -573720.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -573782.375000 Penalty: 2733.628906
	Iteration 17Q: 3 clusters Score -573782.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -573820.812500 Penalty: 2733.628906
	Iteration 18Q: 3 clusters Score -573820.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -573848.687500 Penalty: 2733.628906
	Iteration 19Q: 3 clusters Score -573848.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -573866.875000 Penalty: 2733.628906
	Iteration 20F: 3 clusters Score -573866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -573876.937500 Penalty: 2733.628906
	Iteration 21Q: 3 clusters Score -573876.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -573886.312500 Penalty: 2733.628906
	Iteration 22Q: 3 clusters Score -573886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -573890.125000 Penalty: 2733.628906
	Iteration 23Q: 3 clusters Score -573890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573895.125000 Penalty: 2733.628906
	Iteration 24Q: 3 clusters Score -573895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -573899.687500 Penalty: 2733.628906
	Iteration 25Q: 3 clusters Score -573899.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -573903.375000 Penalty: 2733.628906
	Iteration 26Q: 3 clusters Score -573903.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -573910.937500 Penalty: 2733.628906
	Iteration 27Q: 3 clusters Score -573910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -573914.750000 Penalty: 2733.628906
	Iteration 28Q: 3 clusters Score -573914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -573917.000000 Penalty: 2733.628906
	Iteration 29Q: 3 clusters Score -573917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -573917.250000 Penalty: 2733.628906
	Iteration 30Q: 3 clusters Score -573917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573917.812500 Penalty: 2733.628906
	Iteration 31Q: 3 clusters Score -573917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573919.312500 Penalty: 2733.628906
	Iteration 32Q: 3 clusters Score -573919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -573920.125000 Penalty: 2733.628906
	Iteration 33Q: 3 clusters Score -573920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -573922.125000 Penalty: 2733.628906
	Iteration 34Q: 3 clusters Score -573922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -573923.750000 Penalty: 2733.628906
	Iteration 35Q: 3 clusters Score -573923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -573924.812500 Penalty: 2733.628906
	Iteration 36Q: 3 clusters Score -573924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573924.937500 Penalty: 2733.628906
	Iteration 37Q: 3 clusters Score -573924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -573924.312500 Penalty: 2733.628906
	Iteration 38Q: 3 clusters Score -573924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -573925.687500 Penalty: 2733.628906
	Iteration 39Q: 3 clusters Score -573925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -573926.437500 Penalty: 2733.628906
	Iteration 40F: 3 clusters Score -573926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -573926.125000 Penalty: 2733.628906
	Iteration 41Q: 3 clusters Score -573926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -573926.125000 Penalty: 2733.628906
	Iteration 42F: 3 clusters Score -573926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Entering Unmasked Estep 
Score: -452037.718750 Penalty: 1329.256592
	Iteration 0F: 2 clusters Score -452037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -448963.968750 Penalty: 2658.513184
	Iteration 0F: 3 clusters Score -448964 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -449971.000000 Penalty: 2658.513184
	Iteration 1F: 3 clusters Score -449971 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -450512.843750 Penalty: 2658.513184
	Iteration 2F: 3 clusters Score -450512.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -450960.656250 Penalty: 2658.513184
	Iteration 3F: 3 clusters Score -450960.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -451278.937500 Penalty: 2658.513184
	Iteration 4F: 3 clusters Score -451278.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -451440.718750 Penalty: 2658.513184
	Iteration 5Q: 3 clusters Score -451440.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -451543.843750 Penalty: 2658.513184
	Iteration 6Q: 3 clusters Score -451543.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -451635.562500 Penalty: 2658.513184
	Iteration 7Q: 3 clusters Score -451635.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -451728.343750 Penalty: 2658.513184
	Iteration 8Q: 3 clusters Score -451728.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -451766.750000 Penalty: 2658.513184
	Iteration 9Q: 3 clusters Score -451766.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -451790.000000 Penalty: 2658.513184
	Iteration 10Q: 3 clusters Score -451790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -451820.968750 Penalty: 2658.513184
	Iteration 11Q: 3 clusters Score -451821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -451844.500000 Penalty: 2658.513184
	Iteration 12Q: 3 clusters Score -451844.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -451870.062500 Penalty: 2658.513184
	Iteration 13Q: 3 clusters Score -451870.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -451908.281250 Penalty: 2658.513184
	Iteration 14Q: 3 clusters Score -451908.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -451939.906250 Penalty: 2658.513184
	Iteration 15Q: 3 clusters Score -451939.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -451973.437500 Penalty: 2658.513184
	Iteration 16Q: 3 clusters Score -451973.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -452023.531250 Penalty: 2658.513184
	Iteration 17Q: 3 clusters Score -452023.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -452078.250000 Penalty: 2658.513184
	Iteration 18Q: 3 clusters Score -452078.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -452145.562500 Penalty: 2658.513184
	Iteration 19Q: 3 clusters Score -452145.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -452221.125000 Penalty: 2658.513184
	Iteration 20F: 3 clusters Score -452221.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -452266.500000 Penalty: 2658.513184
	Iteration 21Q: 3 clusters Score -452266.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452291.937500 Penalty: 2658.513184
	Iteration 22Q: 3 clusters Score -452291.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -452311.375000 Penalty: 2658.513184
	Iteration 23Q: 3 clusters Score -452311.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -452321.906250 Penalty: 2658.513184
	Iteration 24Q: 3 clusters Score -452321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452329.250000 Penalty: 2658.513184
	Iteration 25Q: 3 clusters Score -452329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -452334.625000 Penalty: 2658.513184
	Iteration 26Q: 3 clusters Score -452334.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -452340.531250 Penalty: 2658.513184
	Iteration 27Q: 3 clusters Score -452340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -452342.875000 Penalty: 2658.513184
	Iteration 28Q: 3 clusters Score -452342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -452343.875000 Penalty: 2658.513184
	Iteration 29Q: 3 clusters Score -452343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -452344.250000 Penalty: 2658.513184
	Iteration 30Q: 3 clusters Score -452344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -452344.250000 Penalty: 2658.513184
	Iteration 31F: 3 clusters Score -452344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 260 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Entering Unmasked Estep 
Score: -68933784.000000 Penalty: 111388.070312
Splitting cluster 19 changes total score from -68931616.000000 to -68933784.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 20 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -22692.089844 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -22692.09 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 142 members 
Entering Unmasked Estep 
Score: -22053.501953 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -22053.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22397.566406 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -22397.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22712.970703 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -22712.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22830.695312 Penalty: 1807.221558
	Iteration 3Q: 3 clusters Score -22830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22891.275391 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -22891.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22939.125000 Penalty: 1807.221558
	Iteration 5Q: 3 clusters Score -22939.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22963.384766 Penalty: 1807.221558
	Iteration 6Q: 3 clusters Score -22963.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22990.007812 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -22990.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23000.859375 Penalty: 1807.221558
	Iteration 8Q: 3 clusters Score -23000.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23013.996094 Penalty: 1807.221558
	Iteration 9Q: 3 clusters Score -23014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23078.046875 Penalty: 1807.221558
	Iteration 10Q: 3 clusters Score -23078.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23100.443359 Penalty: 1807.221558
	Iteration 11Q: 3 clusters Score -23100.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23142.531250 Penalty: 1807.221558
	Iteration 12Q: 3 clusters Score -23142.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23166.070312 Penalty: 1807.221558
	Iteration 13Q: 3 clusters Score -23166.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23196.304688 Penalty: 1807.221558
	Iteration 14Q: 3 clusters Score -23196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23216.730469 Penalty: 1807.221558
	Iteration 15Q: 3 clusters Score -23216.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23240.134766 Penalty: 1807.221558
	Iteration 16Q: 3 clusters Score -23240.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23240.134766 Penalty: 1807.221558
	Iteration 17F: 3 clusters Score -23240.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Entering Unmasked Estep 
Score: -68933104.000000 Penalty: 113530.148438
Splitting cluster 20 changes total score from -68931616.000000 to -68933104.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 21 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -72778.226562 Penalty: 1057.916992
	Iteration 0F: 2 clusters Score -72778.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71632.039062 Penalty: 2115.833984
	Iteration 0F: 3 clusters Score -71632.04 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71880.468750 Penalty: 2115.833984
	Iteration 1F: 3 clusters Score -71880.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71970.695312 Penalty: 2115.833984
	Iteration 2F: 3 clusters Score -71970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72058.898438 Penalty: 2115.833984
	Iteration 3F: 3 clusters Score -72058.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72142.812500 Penalty: 2115.833984
	Iteration 4Q: 3 clusters Score -72142.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72195.421875 Penalty: 2115.833984
	Iteration 5Q: 3 clusters Score -72195.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72233.687500 Penalty: 2115.833984
	Iteration 6Q: 3 clusters Score -72233.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72288.812500 Penalty: 2115.833984
	Iteration 7Q: 3 clusters Score -72288.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72434.632812 Penalty: 2115.833984
	Iteration 8Q: 3 clusters Score -72434.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72609.562500 Penalty: 2115.833984
	Iteration 9F: 3 clusters Score -72609.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72762.992188 Penalty: 2115.833984
	Iteration 10F: 3 clusters Score -72762.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72910.445312 Penalty: 2115.833984
	Iteration 11F: 3 clusters Score -72910.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72994.507812 Penalty: 2115.833984
	Iteration 12Q: 3 clusters Score -72994.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73070.718750 Penalty: 2115.833984
	Iteration 13Q: 3 clusters Score -73070.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73121.265625 Penalty: 2115.833984
	Iteration 14Q: 3 clusters Score -73121.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73137.109375 Penalty: 2115.833984
	Iteration 15Q: 3 clusters Score -73137.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73141.664062 Penalty: 2115.833984
	Iteration 16Q: 3 clusters Score -73141.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73142.468750 Penalty: 2115.833984
	Iteration 17Q: 3 clusters Score -73142.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73143.007812 Penalty: 2115.833984
	Iteration 18Q: 3 clusters Score -73143.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73143.546875 Penalty: 2115.833984
	Iteration 19Q: 3 clusters Score -73143.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73147.164062 Penalty: 2115.833984
	Iteration 20F: 3 clusters Score -73147.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Entering Unmasked Estep 
Score: -68932376.000000 Penalty: 115672.226562
Splitting cluster 21 changes total score from -68931616.000000 to -68932376.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 22 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -158315.203125 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -158315.2 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 657 members 
Entering Unmasked Estep 
Score: -156710.906250 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -156710.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -157520.515625 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -157520.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158179.953125 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -158180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158774.312500 Penalty: 2345.907471
	Iteration 3F: 3 clusters Score -158774.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159055.093750 Penalty: 2345.907471
	Iteration 4F: 3 clusters Score -159055.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159221.265625 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -159221.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159296.421875 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -159296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159327.093750 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -159327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159349.781250 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -159349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159374.593750 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -159374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159392.781250 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -159392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159432.140625 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -159432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159464.546875 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -159464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -159502.046875 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -159502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159537.437500 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -159537.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159551.765625 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -159551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159569.187500 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -159569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159578.734375 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -159578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -159589.203125 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -159589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -159594.500000 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -159594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159625.328125 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -159625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159688.156250 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -159688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -159736.859375 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -159736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159787.203125 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -159787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159820.703125 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -159820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159828.250000 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -159828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159829.718750 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -159829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159829.718750 Penalty: 2345.907471
	Iteration 27F: 3 clusters Score -159829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Entering Unmasked Estep 
Score: -68932912.000000 Penalty: 117814.304688
Splitting cluster 22 changes total score from -68931616.000000 to -68932912.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 23 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -148218.781250 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -148218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146687.765625 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -146687.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147044.750000 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -147044.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147257.984375 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -147258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -147470.500000 Penalty: 2294.933838
	Iteration 3F: 3 clusters Score -147470.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -147629.140625 Penalty: 2294.933838
	Iteration 4F: 3 clusters Score -147629.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -147728.156250 Penalty: 2294.933838
	Iteration 5F: 3 clusters Score -147728.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -147780.953125 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -147781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147814.546875 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -147814.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147848.234375 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -147848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -147871.671875 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -147871.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147882.281250 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -147882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147886.406250 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -147886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147887.921875 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -147887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147892.515625 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -147892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147893.015625 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -147893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147893.468750 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -147893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147893.468750 Penalty: 2294.933838
	Iteration 16F: 3 clusters Score -147893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -63565.917969 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -63565.92 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 260 members 
Entering Unmasked Estep 
Score: -62578.007812 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -62578.01 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62821.535156 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -62821.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63011.414062 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -63011.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -63318.964844 Penalty: 2033.118774
	Iteration 3F: 3 clusters Score -63318.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63517.964844 Penalty: 2033.118774
	Iteration 4F: 3 clusters Score -63517.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63634.855469 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -63634.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -63663.101562 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -63663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -63681.058594 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -63681.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -63682.402344 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -63682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -63682.402344 Penalty: 2033.118774
	Iteration 9F: 3 clusters Score -63682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Entering Unmasked Estep 
Score: -68931880.000000 Penalty: 119956.382812
Splitting cluster 24 changes total score from -68931616.000000 to -68931880.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 25 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -28820.169922 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -28820.17 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 212 members 
Entering Unmasked Estep 
Score: -27953.017578 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -27953.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28398.691406 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -28398.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28703.203125 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -28703.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28855.230469 Penalty: 1956.832520
	Iteration 3F: 3 clusters Score -28855.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28899.931641 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -28899.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28906.613281 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -28906.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28910.458984 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -28910.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28910.898438 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -28910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28910.898438 Penalty: 1956.832520
	Iteration 8F: 3 clusters Score -28910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 236 members 
Entering Unmasked Estep 
Score: -68930848.000000 Penalty: 122098.460938
Splitting cluster 25 changes total score from -68931616.000000 to -68930848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -275383.281250 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -275383.3 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 1037 members 
Entering Unmasked Estep 
Score: -273239.656250 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -273239.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -273669.531250 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -273669.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -273763.562500 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -273763.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -273833.375000 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -273833.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -273888.656250 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -273888.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -273941.750000 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -273941.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -274011.062500 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -274011.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274089.968750 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -274090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274151.406250 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -274151.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274209.500000 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -274209.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -274259.906250 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -274259.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -274294.468750 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -274294.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -274333.343750 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -274333.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -274360.093750 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -274360.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -274379.000000 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -274379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -274398.218750 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -274398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -274412.406250 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -274412.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -274427.468750 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -274427.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -274437.843750 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -274437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -274442.187500 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -274442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -274447.000000 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -274447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -274452.500000 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -274452.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -274457.406250 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -274457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -274461.093750 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -274461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -274466.656250 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -274466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -274473.375000 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -274473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -274478.281250 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -274478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -274481.250000 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -274481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -274483.281250 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -274483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -274485.343750 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -274485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -274486.281250 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -274486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -274487.656250 Penalty: 2484.443115
	Iteration 31Q: 3 clusters Score -274487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -274487.875000 Penalty: 2484.443115
	Iteration 32Q: 3 clusters Score -274487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -274487.875000 Penalty: 2484.443115
	Iteration 33F: 3 clusters Score -274487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (77128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Entering Unmasked Estep 
Score: -10462826.000000 Penalty: 1828.648438
	Iteration 0F: 2 clusters Score -1.046283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -10415340.000000 Penalty: 3657.296875
	Iteration 0F: 3 clusters Score -1.041534e+07 nChanged 36846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -10436660.000000 Penalty: 3657.296875
	Iteration 1F: 3 clusters Score -1.043666e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -10437605.000000 Penalty: 3657.296875
	Iteration 2Q: 3 clusters Score -1.04376e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -10438972.000000 Penalty: 3657.296875
	Iteration 3Q: 3 clusters Score -1.043897e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -10441227.000000 Penalty: 3657.296875
	Iteration 4Q: 3 clusters Score -1.044123e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -10444240.000000 Penalty: 3657.296875
	Iteration 5F: 3 clusters Score -1.044424e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -10447931.000000 Penalty: 3657.296875
	Iteration 6F: 3 clusters Score -1.044793e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -10451816.000000 Penalty: 3657.296875
	Iteration 7F: 3 clusters Score -1.045182e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -10455124.000000 Penalty: 3657.296875
	Iteration 8F: 3 clusters Score -1.045512e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -10457324.000000 Penalty: 3657.296875
	Iteration 9Q: 3 clusters Score -1.045732e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -10458690.000000 Penalty: 3657.296875
	Iteration 10Q: 3 clusters Score -1.045869e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -10459352.000000 Penalty: 3657.296875
	Iteration 11Q: 3 clusters Score -1.045935e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -10459809.000000 Penalty: 3657.296875
	Iteration 12Q: 3 clusters Score -1.045981e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -10460143.000000 Penalty: 3657.296875
	Iteration 13Q: 3 clusters Score -1.046014e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -10460326.000000 Penalty: 3657.296875
	Iteration 14Q: 3 clusters Score -1.046033e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -10460466.000000 Penalty: 3657.296875
	Iteration 15Q: 3 clusters Score -1.046047e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -10460583.000000 Penalty: 3657.296875
	Iteration 16Q: 3 clusters Score -1.046058e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -10460642.000000 Penalty: 3657.296875
	Iteration 17Q: 3 clusters Score -1.046064e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -10460745.000000 Penalty: 3657.296875
	Iteration 18Q: 3 clusters Score -1.046074e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -10460853.000000 Penalty: 3657.296875
	Iteration 19Q: 3 clusters Score -1.046085e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -10460889.000000 Penalty: 3657.296875
	Iteration 20F: 3 clusters Score -1.046089e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -10460925.000000 Penalty: 3657.296875
	Iteration 21Q: 3 clusters Score -1.046092e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -10460928.000000 Penalty: 3657.296875
	Iteration 22Q: 3 clusters Score -1.046093e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -10460961.000000 Penalty: 3657.296875
	Iteration 23Q: 3 clusters Score -1.046096e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -10461006.000000 Penalty: 3657.296875
	Iteration 24Q: 3 clusters Score -1.046101e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -10461055.000000 Penalty: 3657.296875
	Iteration 25Q: 3 clusters Score -1.046106e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -10461092.000000 Penalty: 3657.296875
	Iteration 26Q: 3 clusters Score -1.046109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -10461104.000000 Penalty: 3657.296875
	Iteration 27Q: 3 clusters Score -1.04611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -10461154.000000 Penalty: 3657.296875
	Iteration 28Q: 3 clusters Score -1.046115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -10461182.000000 Penalty: 3657.296875
	Iteration 29Q: 3 clusters Score -1.046118e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10461211.000000 Penalty: 3657.296875
	Iteration 30Q: 3 clusters Score -1.046121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10461215.000000 Penalty: 3657.296875
	Iteration 31Q: 3 clusters Score -1.046122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -10461233.000000 Penalty: 3657.296875
	Iteration 32Q: 3 clusters Score -1.046123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -10461240.000000 Penalty: 3657.296875
	Iteration 33Q: 3 clusters Score -1.046124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -10461253.000000 Penalty: 3657.296875
	Iteration 34Q: 3 clusters Score -1.046125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10461253.000000 Penalty: 3657.296875
	Iteration 35Q: 3 clusters Score -1.046125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -10461257.000000 Penalty: 3657.296875
	Iteration 36Q: 3 clusters Score -1.046126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -10461256.000000 Penalty: 3657.296875
	Iteration 37Q: 3 clusters Score -1.046126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -10461255.000000 Penalty: 3657.296875
	Iteration 38Q: 3 clusters Score -1.046126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -10461264.000000 Penalty: 3657.296875
	Iteration 39Q: 3 clusters Score -1.046126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -10461268.000000 Penalty: 3657.296875
	Iteration 40F: 3 clusters Score -1.046127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -10461271.000000 Penalty: 3657.296875
	Iteration 41Q: 3 clusters Score -1.046127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -10461261.000000 Penalty: 3657.296875
	Iteration 42Q: 3 clusters Score -1.046126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -10461265.000000 Penalty: 3657.296875
	Iteration 43Q: 3 clusters Score -1.046126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -10461261.000000 Penalty: 3657.296875
	Iteration 44Q: 3 clusters Score -1.046126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -10461264.000000 Penalty: 3657.296875
	Iteration 45Q: 3 clusters Score -1.046126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -10461263.000000 Penalty: 3657.296875
	Iteration 46Q: 3 clusters Score -1.046126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -10461268.000000 Penalty: 3657.296875
	Iteration 47Q: 3 clusters Score -1.046127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10461270.000000 Penalty: 3657.296875
	Iteration 48Q: 3 clusters Score -1.046127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -10461263.000000 Penalty: 3657.296875
	Iteration 49Q: 3 clusters Score -1.046126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -10461259.000000 Penalty: 3657.296875
	Iteration 50Q: 3 clusters Score -1.046126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -10461265.000000 Penalty: 3657.296875
	Iteration 51Q: 3 clusters Score -1.046126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -10461269.000000 Penalty: 3657.296875
	Iteration 52Q: 3 clusters Score -1.046127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -10461279.000000 Penalty: 3657.296875
	Iteration 53Q: 3 clusters Score -1.046128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -10461267.000000 Penalty: 3657.296875
	Iteration 54Q: 3 clusters Score -1.046127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -10461275.000000 Penalty: 3657.296875
	Iteration 55Q: 3 clusters Score -1.046128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -10461281.000000 Penalty: 3657.296875
	Iteration 56Q: 3 clusters Score -1.046128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -10461284.000000 Penalty: 3657.296875
	Iteration 57Q: 3 clusters Score -1.046128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -10461291.000000 Penalty: 3657.296875
	Iteration 58Q: 3 clusters Score -1.046129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -10461286.000000 Penalty: 3657.296875
	Iteration 59Q: 3 clusters Score -1.046129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -10461289.000000 Penalty: 3657.296875
	Iteration 60F: 3 clusters Score -1.046129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -350202.562500 Penalty: 1287.544067
	Iteration 0F: 2 clusters Score -350202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -347649.031250 Penalty: 2575.088135
	Iteration 0F: 3 clusters Score -347649 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -348476.312500 Penalty: 2575.088135
	Iteration 1F: 3 clusters Score -348476.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -348981.562500 Penalty: 2575.088135
	Iteration 2F: 3 clusters Score -348981.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -349651.531250 Penalty: 2575.088135
	Iteration 3F: 3 clusters Score -349651.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350204.375000 Penalty: 2575.088135
	Iteration 4F: 3 clusters Score -350204.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -350559.187500 Penalty: 2575.088135
	Iteration 5F: 3 clusters Score -350559.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350713.468750 Penalty: 2575.088135
	Iteration 6Q: 3 clusters Score -350713.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -350787.875000 Penalty: 2575.088135
	Iteration 7Q: 3 clusters Score -350787.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -350830.156250 Penalty: 2575.088135
	Iteration 8Q: 3 clusters Score -350830.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -350851.375000 Penalty: 2575.088135
	Iteration 9Q: 3 clusters Score -350851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -350859.125000 Penalty: 2575.088135
	Iteration 10Q: 3 clusters Score -350859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -350860.562500 Penalty: 2575.088135
	Iteration 11Q: 3 clusters Score -350860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -350863.937500 Penalty: 2575.088135
	Iteration 12Q: 3 clusters Score -350863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350864.656250 Penalty: 2575.088135
	Iteration 13Q: 3 clusters Score -350864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350864.656250 Penalty: 2575.088135
	Iteration 14F: 3 clusters Score -350864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 38309 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Entering Unmasked Estep 
Score: -68931744.000000 Penalty: 122098.460938
Splitting cluster 28 changes total score from -68931616.000000 to -68931744.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 29 (38309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Entering Unmasked Estep 
Score: -4839505.000000 Penalty: 1714.933960
	Iteration 0F: 2 clusters Score -4839505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4814184.500000 Penalty: 3429.867920
	Iteration 0F: 3 clusters Score -4814184 nChanged 17670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4826503.500000 Penalty: 3429.867920
	Iteration 1F: 3 clusters Score -4826504 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -4828891.500000 Penalty: 3429.867920
	Iteration 2F: 3 clusters Score -4828892 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4831009.000000 Penalty: 3429.867920
	Iteration 3F: 3 clusters Score -4831009 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4832488.000000 Penalty: 3429.867920
	Iteration 4F: 3 clusters Score -4832488 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4833422.500000 Penalty: 3429.867920
	Iteration 5F: 3 clusters Score -4833422 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4834018.000000 Penalty: 3429.867920
	Iteration 6Q: 3 clusters Score -4834018 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4834397.000000 Penalty: 3429.867920
	Iteration 7Q: 3 clusters Score -4834397 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4834673.500000 Penalty: 3429.867920
	Iteration 8Q: 3 clusters Score -4834674 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4834992.500000 Penalty: 3429.867920
	Iteration 9Q: 3 clusters Score -4834992 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4835301.000000 Penalty: 3429.867920
	Iteration 10Q: 3 clusters Score -4835301 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4835557.500000 Penalty: 3429.867920
	Iteration 11Q: 3 clusters Score -4835558 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4835835.500000 Penalty: 3429.867920
	Iteration 12Q: 3 clusters Score -4835836 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4836095.500000 Penalty: 3429.867920
	Iteration 13Q: 3 clusters Score -4836096 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4836376.000000 Penalty: 3429.867920
	Iteration 14Q: 3 clusters Score -4836376 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4836682.500000 Penalty: 3429.867920
	Iteration 15Q: 3 clusters Score -4836682 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4837061.500000 Penalty: 3429.867920
	Iteration 16Q: 3 clusters Score -4837062 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4837466.500000 Penalty: 3429.867920
	Iteration 17Q: 3 clusters Score -4837466 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4837859.500000 Penalty: 3429.867920
	Iteration 18Q: 3 clusters Score -4837860 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4838289.000000 Penalty: 3429.867920
	Iteration 19Q: 3 clusters Score -4838289 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4838716.500000 Penalty: 3429.867920
	Iteration 20F: 3 clusters Score -4838716 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4839129.500000 Penalty: 3429.867920
	Iteration 21Q: 3 clusters Score -4839130 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4839441.500000 Penalty: 3429.867920
	Iteration 22Q: 3 clusters Score -4839442 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4839751.000000 Penalty: 3429.867920
	Iteration 23Q: 3 clusters Score -4839751 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4839942.500000 Penalty: 3429.867920
	Iteration 24Q: 3 clusters Score -4839942 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4840111.000000 Penalty: 3429.867920
	Iteration 25Q: 3 clusters Score -4840111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4840204.000000 Penalty: 3429.867920
	Iteration 26Q: 3 clusters Score -4840204 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -4840295.000000 Penalty: 3429.867920
	Iteration 27Q: 3 clusters Score -4840295 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4840369.500000 Penalty: 3429.867920
	Iteration 28Q: 3 clusters Score -4840370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4840394.500000 Penalty: 3429.867920
	Iteration 29Q: 3 clusters Score -4840394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4840427.500000 Penalty: 3429.867920
	Iteration 30Q: 3 clusters Score -4840428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4840437.500000 Penalty: 3429.867920
	Iteration 31Q: 3 clusters Score -4840438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4840440.000000 Penalty: 3429.867920
	Iteration 32Q: 3 clusters Score -4840440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4840438.500000 Penalty: 3429.867920
	Iteration 33Q: 3 clusters Score -4840438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4840439.000000 Penalty: 3429.867920
	Iteration 34Q: 3 clusters Score -4840439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4840447.000000 Penalty: 3429.867920
	Iteration 35Q: 3 clusters Score -4840447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4840454.000000 Penalty: 3429.867920
	Iteration 36Q: 3 clusters Score -4840454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4840449.000000 Penalty: 3429.867920
	Iteration 37Q: 3 clusters Score -4840449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4840451.000000 Penalty: 3429.867920
	Iteration 38Q: 3 clusters Score -4840451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4840457.000000 Penalty: 3429.867920
	Iteration 39Q: 3 clusters Score -4840457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4840452.500000 Penalty: 3429.867920
	Iteration 40F: 3 clusters Score -4840452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4840447.000000 Penalty: 3429.867920
	Iteration 41Q: 3 clusters Score -4840447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4840447.000000 Penalty: 3429.867920
	Iteration 42F: 3 clusters Score -4840447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Entering Unmasked Estep 
Score: -68932368.000000 Penalty: 124240.539062
Splitting cluster 29 changes total score from -68931616.000000 to -68932368.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -607617.937500 Penalty: 1374.023682
	Iteration 0F: 2 clusters Score -607617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -603822.312500 Penalty: 2748.047363
	Iteration 0F: 3 clusters Score -603822.3 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -605083.812500 Penalty: 2748.047363
	Iteration 1F: 3 clusters Score -605083.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -605655.500000 Penalty: 2748.047363
	Iteration 2F: 3 clusters Score -605655.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -606449.875000 Penalty: 2748.047363
	Iteration 3F: 3 clusters Score -606449.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -607251.375000 Penalty: 2748.047363
	Iteration 4F: 3 clusters Score -607251.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -607988.562500 Penalty: 2748.047363
	Iteration 5F: 3 clusters Score -607988.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -608917.000000 Penalty: 2748.047363
	Iteration 6F: 3 clusters Score -608917 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -609289.187500 Penalty: 2748.047363
	Iteration 7Q: 3 clusters Score -609289.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -609371.000000 Penalty: 2748.047363
	Iteration 8Q: 3 clusters Score -609371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -609407.562500 Penalty: 2748.047363
	Iteration 9Q: 3 clusters Score -609407.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -609431.875000 Penalty: 2748.047363
	Iteration 10Q: 3 clusters Score -609431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -609450.312500 Penalty: 2748.047363
	Iteration 11Q: 3 clusters Score -609450.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -609460.250000 Penalty: 2748.047363
	Iteration 12Q: 3 clusters Score -609460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -609463.687500 Penalty: 2748.047363
	Iteration 13Q: 3 clusters Score -609463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -609463.812500 Penalty: 2748.047363
	Iteration 14Q: 3 clusters Score -609463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -609463.687500 Penalty: 2748.047363
	Iteration 15Q: 3 clusters Score -609463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -609464.875000 Penalty: 2748.047363
	Iteration 16Q: 3 clusters Score -609464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -609465.437500 Penalty: 2748.047363
	Iteration 17Q: 3 clusters Score -609465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -609464.937500 Penalty: 2748.047363
	Iteration 18Q: 3 clusters Score -609464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -609464.937500 Penalty: 2748.047363
	Iteration 19F: 3 clusters Score -609464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Entering Unmasked Estep 
Score: -68933304.000000 Penalty: 126382.617188
Splitting cluster 30 changes total score from -68931616.000000 to -68933304.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -149527.140625 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -149527.1 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 578 members 
Entering Unmasked Estep 
Score: -148006.750000 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -148006.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148280.546875 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -148280.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148352.953125 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -148353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148395.953125 Penalty: 2285.315918
	Iteration 3Q: 3 clusters Score -148396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -148418.203125 Penalty: 2285.315918
	Iteration 4Q: 3 clusters Score -148418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148434.093750 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -148434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -148443.406250 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -148443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148449.546875 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -148449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148453.359375 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -148453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148453.921875 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -148453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148453.921875 Penalty: 2285.315918
	Iteration 10F: 3 clusters Score -148453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -446805.687500 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -446805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -443885.718750 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -443885.7 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -444596.562500 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -444596.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -444759.218750 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -444759.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -444843.593750 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -444843.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -444887.093750 Penalty: 2632.749512
	Iteration 4Q: 3 clusters Score -444887.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -444913.156250 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -444913.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444926.437500 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -444926.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444940.000000 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -444940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -444948.062500 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -444948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -444952.625000 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -444952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -444957.406250 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -444957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -444962.750000 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -444962.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -444969.468750 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -444969.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -444977.375000 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -444977.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -444986.718750 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -444986.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -444992.281250 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -444992.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -444999.187500 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -444999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -445007.781250 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -445007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -445017.125000 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -445017.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -445025.437500 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -445025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -445031.031250 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -445031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -445037.250000 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -445037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -445040.593750 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -445040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -445044.906250 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -445044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -445049.281250 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -445049.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -445052.125000 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -445052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -445054.312500 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -445054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -445056.906250 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -445056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -445057.718750 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -445057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -445058.812500 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -445058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -445059.906250 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -445059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445061.187500 Penalty: 2632.749512
	Iteration 31Q: 3 clusters Score -445061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -445061.281250 Penalty: 2632.749512
	Iteration 32Q: 3 clusters Score -445061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -445061.468750 Penalty: 2632.749512
	Iteration 33Q: 3 clusters Score -445061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -445061.718750 Penalty: 2632.749512
	Iteration 34Q: 3 clusters Score -445061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -445062.187500 Penalty: 2632.749512
	Iteration 35Q: 3 clusters Score -445062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -445062.500000 Penalty: 2632.749512
	Iteration 36Q: 3 clusters Score -445062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -445062.781250 Penalty: 2632.749512
	Iteration 37Q: 3 clusters Score -445062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -445063.312500 Penalty: 2632.749512
	Iteration 38Q: 3 clusters Score -445063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -445064.468750 Penalty: 2632.749512
	Iteration 39Q: 3 clusters Score -445064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445065.843750 Penalty: 2632.749512
	Iteration 40F: 3 clusters Score -445065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -445067.406250 Penalty: 2632.749512
	Iteration 41Q: 3 clusters Score -445067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -445069.812500 Penalty: 2632.749512
	Iteration 42Q: 3 clusters Score -445069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -445070.281250 Penalty: 2632.749512
	Iteration 43Q: 3 clusters Score -445070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -445070.343750 Penalty: 2632.749512
	Iteration 44Q: 3 clusters Score -445070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -445070.343750 Penalty: 2632.749512
	Iteration 45F: 3 clusters Score -445070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -319019.656250 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -319019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -316616.468750 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -316616.5 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -317499.281250 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -317499.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -318092.750000 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -318092.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -318616.656250 Penalty: 2545.791260
	Iteration 3F: 3 clusters Score -318616.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -318869.218750 Penalty: 2545.791260
	Iteration 4F: 3 clusters Score -318869.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -319040.531250 Penalty: 2545.791260
	Iteration 5F: 3 clusters Score -319040.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -319160.500000 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -319160.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -319234.500000 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -319234.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -319271.125000 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -319271.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -319287.718750 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -319287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -319294.750000 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -319294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -319300.125000 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -319300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -319304.906250 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -319304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -319306.468750 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -319306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -319309.375000 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -319309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -319309.843750 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -319309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -319309.843750 Penalty: 2545.791260
	Iteration 16F: 3 clusters Score -319309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Entering Unmasked Estep 
Score: -68932720.000000 Penalty: 128524.695312
Splitting cluster 33 changes total score from -68931616.000000 to -68932720.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 34 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -656184.937500 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -656184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -652166.187500 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -652166.2 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -653230.187500 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -653230.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -653470.562500 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -653470.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -653721.312500 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -653721.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -654026.625000 Penalty: 2768.347656
	Iteration 4F: 3 clusters Score -654026.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -654463.625000 Penalty: 2768.347656
	Iteration 5F: 3 clusters Score -654463.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -655274.625000 Penalty: 2768.347656
	Iteration 6F: 3 clusters Score -655274.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -656304.062500 Penalty: 2768.347656
	Iteration 7F: 3 clusters Score -656304.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -656897.312500 Penalty: 2768.347656
	Iteration 8F: 3 clusters Score -656897.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -657194.187500 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -657194.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -657331.687500 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -657331.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -657387.375000 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -657387.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -657422.562500 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -657422.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -657457.187500 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -657457.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -657501.125000 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -657501.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -657541.437500 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -657541.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -657565.187500 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -657565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -657577.875000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -657577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -657589.437500 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -657589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -657595.687500 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -657595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -657600.750000 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -657600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -657605.750000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -657605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -657613.562500 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -657613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -657618.312500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -657618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -657625.000000 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -657625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -657625.312500 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -657625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -657628.000000 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -657628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -657629.312500 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -657629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -657630.000000 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -657630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -657630.000000 Penalty: 2768.347656
	Iteration 29F: 3 clusters Score -657630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 4773 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Entering Unmasked Estep 
Score: -68933288.000000 Penalty: 130666.773438
Splitting cluster 34 changes total score from -68931616.000000 to -68933288.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 35 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -43925.550781 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -43925.55 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 212 members 
Entering Unmasked Estep 
Score: -42992.636719 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -42992.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43190.378906 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -43190.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43322.964844 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -43322.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43402.828125 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -43402.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43492.269531 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -43492.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43561.132812 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -43561.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43656.570312 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -43656.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43690.128906 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -43690.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43699.976562 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -43699.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43705.683594 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -43705.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43706.558594 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -43706.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43706.804688 Penalty: 1967.692871
	Iteration 11F: 3 clusters Score -43706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43708.394531 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -43708.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43709.871094 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -43709.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43716.488281 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -43716.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43741.656250 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -43741.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43760.167969 Penalty: 1967.692871
	Iteration 16Q: 3 clusters Score -43760.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43793.250000 Penalty: 1967.692871
	Iteration 17Q: 3 clusters Score -43793.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43836.183594 Penalty: 1967.692871
	Iteration 18Q: 3 clusters Score -43836.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43865.687500 Penalty: 1967.692871
	Iteration 19Q: 3 clusters Score -43865.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43881.855469 Penalty: 1967.692871
	Iteration 20F: 3 clusters Score -43881.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43893.085938 Penalty: 1967.692871
	Iteration 21Q: 3 clusters Score -43893.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43895.152344 Penalty: 1967.692871
	Iteration 22Q: 3 clusters Score -43895.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43897.054688 Penalty: 1967.692871
	Iteration 23Q: 3 clusters Score -43897.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43897.054688 Penalty: 1967.692871
	Iteration 24F: 3 clusters Score -43897.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Entering Unmasked Estep 
Score: -3023574.250000 Penalty: 1640.440186
	Iteration 0F: 2 clusters Score -3023574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3006984.000000 Penalty: 3280.880371
	Iteration 0F: 3 clusters Score -3006984 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3013969.500000 Penalty: 3280.880371
	Iteration 1F: 3 clusters Score -3013970 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3015685.000000 Penalty: 3280.880371
	Iteration 2F: 3 clusters Score -3015685 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3017711.500000 Penalty: 3280.880371
	Iteration 3F: 3 clusters Score -3017712 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3019408.000000 Penalty: 3280.880371
	Iteration 4F: 3 clusters Score -3019408 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3020444.250000 Penalty: 3280.880371
	Iteration 5F: 3 clusters Score -3020444 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3021104.750000 Penalty: 3280.880371
	Iteration 6F: 3 clusters Score -3021105 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3021582.500000 Penalty: 3280.880371
	Iteration 7Q: 3 clusters Score -3021582 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3021943.500000 Penalty: 3280.880371
	Iteration 8Q: 3 clusters Score -3021944 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3022182.000000 Penalty: 3280.880371
	Iteration 9Q: 3 clusters Score -3022182 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3022372.500000 Penalty: 3280.880371
	Iteration 10Q: 3 clusters Score -3022372 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3022508.250000 Penalty: 3280.880371
	Iteration 11Q: 3 clusters Score -3022508 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3022584.750000 Penalty: 3280.880371
	Iteration 12Q: 3 clusters Score -3022585 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3022624.500000 Penalty: 3280.880371
	Iteration 13Q: 3 clusters Score -3022624 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3022668.250000 Penalty: 3280.880371
	Iteration 14Q: 3 clusters Score -3022668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3022696.000000 Penalty: 3280.880371
	Iteration 15Q: 3 clusters Score -3022696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3022713.250000 Penalty: 3280.880371
	Iteration 16Q: 3 clusters Score -3022713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3022724.500000 Penalty: 3280.880371
	Iteration 17Q: 3 clusters Score -3022724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3022730.250000 Penalty: 3280.880371
	Iteration 18Q: 3 clusters Score -3022730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3022741.250000 Penalty: 3280.880371
	Iteration 19Q: 3 clusters Score -3022741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3022750.000000 Penalty: 3280.880371
	Iteration 20F: 3 clusters Score -3022750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3022756.750000 Penalty: 3280.880371
	Iteration 21Q: 3 clusters Score -3022757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3022746.250000 Penalty: 3280.880371
	Iteration 22Q: 3 clusters Score -3022746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3022759.750000 Penalty: 3280.880371
	Iteration 23Q: 3 clusters Score -3022760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3022764.000000 Penalty: 3280.880371
	Iteration 24Q: 3 clusters Score -3022764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3022766.750000 Penalty: 3280.880371
	Iteration 25Q: 3 clusters Score -3022767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3022760.000000 Penalty: 3280.880371
	Iteration 26Q: 3 clusters Score -3022760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3022762.000000 Penalty: 3280.880371
	Iteration 27Q: 3 clusters Score -3022762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3022760.750000 Penalty: 3280.880371
	Iteration 28Q: 3 clusters Score -3022761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3022763.000000 Penalty: 3280.880371
	Iteration 29Q: 3 clusters Score -3022763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3022767.500000 Penalty: 3280.880371
	Iteration 30Q: 3 clusters Score -3022768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3022768.750000 Penalty: 3280.880371
	Iteration 31Q: 3 clusters Score -3022769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3022778.500000 Penalty: 3280.880371
	Iteration 32Q: 3 clusters Score -3022778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3022773.250000 Penalty: 3280.880371
	Iteration 33Q: 3 clusters Score -3022773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3022777.500000 Penalty: 3280.880371
	Iteration 34Q: 3 clusters Score -3022778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3022781.750000 Penalty: 3280.880371
	Iteration 35Q: 3 clusters Score -3022782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3022784.500000 Penalty: 3280.880371
	Iteration 36Q: 3 clusters Score -3022784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3022785.500000 Penalty: 3280.880371
	Iteration 37Q: 3 clusters Score -3022786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3022789.250000 Penalty: 3280.880371
	Iteration 38Q: 3 clusters Score -3022789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3022786.000000 Penalty: 3280.880371
	Iteration 39Q: 3 clusters Score -3022786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3022793.000000 Penalty: 3280.880371
	Iteration 40F: 3 clusters Score -3022793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3022792.250000 Penalty: 3280.880371
	Iteration 41Q: 3 clusters Score -3022792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3022799.750000 Penalty: 3280.880371
	Iteration 42Q: 3 clusters Score -3022800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3022805.500000 Penalty: 3280.880371
	Iteration 43Q: 3 clusters Score -3022806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3022809.250000 Penalty: 3280.880371
	Iteration 44Q: 3 clusters Score -3022809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3022815.750000 Penalty: 3280.880371
	Iteration 45Q: 3 clusters Score -3022816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3022818.250000 Penalty: 3280.880371
	Iteration 46Q: 3 clusters Score -3022818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3022821.750000 Penalty: 3280.880371
	Iteration 47Q: 3 clusters Score -3022822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3022822.250000 Penalty: 3280.880371
	Iteration 48Q: 3 clusters Score -3022822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3022825.500000 Penalty: 3280.880371
	Iteration 49Q: 3 clusters Score -3022826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3022829.250000 Penalty: 3280.880371
	Iteration 50Q: 3 clusters Score -3022829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3022841.500000 Penalty: 3280.880371
	Iteration 51Q: 3 clusters Score -3022842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3022835.000000 Penalty: 3280.880371
	Iteration 52Q: 3 clusters Score -3022835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3022856.250000 Penalty: 3280.880371
	Iteration 53Q: 3 clusters Score -3022856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3022869.750000 Penalty: 3280.880371
	Iteration 54Q: 3 clusters Score -3022870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3022879.750000 Penalty: 3280.880371
	Iteration 55Q: 3 clusters Score -3022880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3022909.250000 Penalty: 3280.880371
	Iteration 56Q: 3 clusters Score -3022909 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3022923.000000 Penalty: 3280.880371
	Iteration 57Q: 3 clusters Score -3022923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3022926.250000 Penalty: 3280.880371
	Iteration 58Q: 3 clusters Score -3022926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3022949.500000 Penalty: 3280.880371
	Iteration 59Q: 3 clusters Score -3022950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3022962.750000 Penalty: 3280.880371
	Iteration 60F: 3 clusters Score -3022963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3022970.000000 Penalty: 3280.880371
	Iteration 61Q: 3 clusters Score -3022970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3022991.500000 Penalty: 3280.880371
	Iteration 62Q: 3 clusters Score -3022992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3022996.000000 Penalty: 3280.880371
	Iteration 63Q: 3 clusters Score -3022996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3023011.000000 Penalty: 3280.880371
	Iteration 64Q: 3 clusters Score -3023011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3023006.750000 Penalty: 3280.880371
	Iteration 65Q: 3 clusters Score -3023007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3023008.500000 Penalty: 3280.880371
	Iteration 66Q: 3 clusters Score -3023008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3023020.250000 Penalty: 3280.880371
	Iteration 67Q: 3 clusters Score -3023020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3023018.250000 Penalty: 3280.880371
	Iteration 68Q: 3 clusters Score -3023018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3023027.250000 Penalty: 3280.880371
	Iteration 69Q: 3 clusters Score -3023027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3023040.000000 Penalty: 3280.880371
	Iteration 70Q: 3 clusters Score -3023040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3023039.250000 Penalty: 3280.880371
	Iteration 71Q: 3 clusters Score -3023039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3023040.750000 Penalty: 3280.880371
	Iteration 72Q: 3 clusters Score -3023041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3023041.750000 Penalty: 3280.880371
	Iteration 73Q: 3 clusters Score -3023042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3023046.500000 Penalty: 3280.880371
	Iteration 74Q: 3 clusters Score -3023046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3023052.750000 Penalty: 3280.880371
	Iteration 75Q: 3 clusters Score -3023053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3023054.250000 Penalty: 3280.880371
	Iteration 76Q: 3 clusters Score -3023054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3023054.500000 Penalty: 3280.880371
	Iteration 77Q: 3 clusters Score -3023054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3023052.000000 Penalty: 3280.880371
	Iteration 78Q: 3 clusters Score -3023052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3023057.750000 Penalty: 3280.880371
	Iteration 79Q: 3 clusters Score -3023058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3023062.250000 Penalty: 3280.880371
	Iteration 80F: 3 clusters Score -3023062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3023056.500000 Penalty: 3280.880371
	Iteration 81Q: 3 clusters Score -3023056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3023063.000000 Penalty: 3280.880371
	Iteration 82Q: 3 clusters Score -3023063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3023068.000000 Penalty: 3280.880371
	Iteration 83Q: 3 clusters Score -3023068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3023074.000000 Penalty: 3280.880371
	Iteration 84Q: 3 clusters Score -3023074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3023073.250000 Penalty: 3280.880371
	Iteration 85Q: 3 clusters Score -3023073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3023073.000000 Penalty: 3280.880371
	Iteration 86Q: 3 clusters Score -3023073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3023076.750000 Penalty: 3280.880371
	Iteration 87Q: 3 clusters Score -3023077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3023093.500000 Penalty: 3280.880371
	Iteration 88Q: 3 clusters Score -3023094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3023095.250000 Penalty: 3280.880371
	Iteration 89Q: 3 clusters Score -3023095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3023100.000000 Penalty: 3280.880371
	Iteration 90Q: 3 clusters Score -3023100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3023100.000000 Penalty: 3280.880371
	Iteration 91Q: 3 clusters Score -3023100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3023105.250000 Penalty: 3280.880371
	Iteration 92Q: 3 clusters Score -3023105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3023102.750000 Penalty: 3280.880371
	Iteration 93Q: 3 clusters Score -3023103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3023105.000000 Penalty: 3280.880371
	Iteration 94Q: 3 clusters Score -3023105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3023108.750000 Penalty: 3280.880371
	Iteration 95Q: 3 clusters Score -3023109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3023113.500000 Penalty: 3280.880371
	Iteration 96Q: 3 clusters Score -3023114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3023122.250000 Penalty: 3280.880371
	Iteration 97Q: 3 clusters Score -3023122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3023120.000000 Penalty: 3280.880371
	Iteration 98Q: 3 clusters Score -3023120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3023128.250000 Penalty: 3280.880371
	Iteration 99Q: 3 clusters Score -3023128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3023126.750000 Penalty: 3280.880371
	Iteration 100F: 3 clusters Score -3023127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3023128.250000 Penalty: 3280.880371
	Iteration 101Q: 3 clusters Score -3023128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3023131.750000 Penalty: 3280.880371
	Iteration 102Q: 3 clusters Score -3023132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3023127.750000 Penalty: 3280.880371
	Iteration 103Q: 3 clusters Score -3023128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3023127.750000 Penalty: 3280.880371
	Iteration 104Q: 3 clusters Score -3023128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3023133.250000 Penalty: 3280.880371
	Iteration 105Q: 3 clusters Score -3023133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3023138.000000 Penalty: 3280.880371
	Iteration 106Q: 3 clusters Score -3023138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3023140.750000 Penalty: 3280.880371
	Iteration 107Q: 3 clusters Score -3023141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3023149.500000 Penalty: 3280.880371
	Iteration 108Q: 3 clusters Score -3023150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3023140.250000 Penalty: 3280.880371
	Iteration 109Q: 3 clusters Score -3023140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3023141.250000 Penalty: 3280.880371
	Iteration 110Q: 3 clusters Score -3023141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3023149.250000 Penalty: 3280.880371
	Iteration 111Q: 3 clusters Score -3023149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3023144.250000 Penalty: 3280.880371
	Iteration 112Q: 3 clusters Score -3023144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3023138.750000 Penalty: 3280.880371
	Iteration 113Q: 3 clusters Score -3023139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3023142.000000 Penalty: 3280.880371
	Iteration 114Q: 3 clusters Score -3023142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3023139.250000 Penalty: 3280.880371
	Iteration 115Q: 3 clusters Score -3023139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3023139.750000 Penalty: 3280.880371
	Iteration 116Q: 3 clusters Score -3023140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3023138.250000 Penalty: 3280.880371
	Iteration 117Q: 3 clusters Score -3023138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3023139.250000 Penalty: 3280.880371
	Iteration 118Q: 3 clusters Score -3023139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3023143.500000 Penalty: 3280.880371
	Iteration 119Q: 3 clusters Score -3023144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3023142.250000 Penalty: 3280.880371
	Iteration 120F: 3 clusters Score -3023142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3023140.000000 Penalty: 3280.880371
	Iteration 121Q: 3 clusters Score -3023140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3023138.500000 Penalty: 3280.880371
	Iteration 122Q: 3 clusters Score -3023138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3023136.250000 Penalty: 3280.880371
	Iteration 123Q: 3 clusters Score -3023136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3023136.000000 Penalty: 3280.880371
	Iteration 124Q: 3 clusters Score -3023136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3023133.750000 Penalty: 3280.880371
	Iteration 125Q: 3 clusters Score -3023134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3023138.750000 Penalty: 3280.880371
	Iteration 126Q: 3 clusters Score -3023139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3023137.750000 Penalty: 3280.880371
	Iteration 127Q: 3 clusters Score -3023138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3023137.500000 Penalty: 3280.880371
	Iteration 128Q: 3 clusters Score -3023138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3023135.750000 Penalty: 3280.880371
	Iteration 129Q: 3 clusters Score -3023136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3023134.250000 Penalty: 3280.880371
	Iteration 130Q: 3 clusters Score -3023134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3023135.750000 Penalty: 3280.880371
	Iteration 131Q: 3 clusters Score -3023136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3023135.750000 Penalty: 3280.880371
	Iteration 132F: 3 clusters Score -3023136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -767273.500000 Penalty: 1376.493774
	Iteration 0F: 2 clusters Score -767273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -763512.937500 Penalty: 2752.987549
	Iteration 0F: 3 clusters Score -763512.9 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -764996.812500 Penalty: 2752.987549
	Iteration 1F: 3 clusters Score -764996.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -765956.125000 Penalty: 2752.987549
	Iteration 2F: 3 clusters Score -765956.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -767041.125000 Penalty: 2752.987549
	Iteration 3F: 3 clusters Score -767041.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -767926.312500 Penalty: 2752.987549
	Iteration 4F: 3 clusters Score -767926.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -768323.250000 Penalty: 2752.987549
	Iteration 5F: 3 clusters Score -768323.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -768474.687500 Penalty: 2752.987549
	Iteration 6Q: 3 clusters Score -768474.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -768553.937500 Penalty: 2752.987549
	Iteration 7Q: 3 clusters Score -768553.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -768607.375000 Penalty: 2752.987549
	Iteration 8Q: 3 clusters Score -768607.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -768655.875000 Penalty: 2752.987549
	Iteration 9Q: 3 clusters Score -768655.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -768696.562500 Penalty: 2752.987549
	Iteration 10Q: 3 clusters Score -768696.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -768721.687500 Penalty: 2752.987549
	Iteration 11Q: 3 clusters Score -768721.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -768740.250000 Penalty: 2752.987549
	Iteration 12Q: 3 clusters Score -768740.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -768748.312500 Penalty: 2752.987549
	Iteration 13Q: 3 clusters Score -768748.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -768754.562500 Penalty: 2752.987549
	Iteration 14Q: 3 clusters Score -768754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -768757.875000 Penalty: 2752.987549
	Iteration 15Q: 3 clusters Score -768757.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -768759.437500 Penalty: 2752.987549
	Iteration 16Q: 3 clusters Score -768759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -768761.500000 Penalty: 2752.987549
	Iteration 17Q: 3 clusters Score -768761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -768763.062500 Penalty: 2752.987549
	Iteration 18Q: 3 clusters Score -768763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -768763.562500 Penalty: 2752.987549
	Iteration 19Q: 3 clusters Score -768763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -768766.250000 Penalty: 2752.987549
	Iteration 20F: 3 clusters Score -768766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -768766.875000 Penalty: 2752.987549
	Iteration 21Q: 3 clusters Score -768766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -768771.000000 Penalty: 2752.987549
	Iteration 22Q: 3 clusters Score -768771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -768771.375000 Penalty: 2752.987549
	Iteration 23Q: 3 clusters Score -768771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -768772.437500 Penalty: 2752.987549
	Iteration 24Q: 3 clusters Score -768772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -768772.000000 Penalty: 2752.987549
	Iteration 25Q: 3 clusters Score -768772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -768772.000000 Penalty: 2752.987549
	Iteration 26F: 3 clusters Score -768772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3614 members 
Entering Unmasked Estep 
Score: -68934072.000000 Penalty: 132808.859375
Splitting cluster 37 changes total score from -68931616.000000 to -68934072.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 38 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -1162022.000000 Penalty: 1475.222778
	Iteration 0F: 2 clusters Score -1162022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1155715.000000 Penalty: 2950.445557
	Iteration 0F: 3 clusters Score -1155715 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1157857.875000 Penalty: 2950.445557
	Iteration 1F: 3 clusters Score -1157858 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1158237.500000 Penalty: 2950.445557
	Iteration 2F: 3 clusters Score -1158238 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1158610.375000 Penalty: 2950.445557
	Iteration 3F: 3 clusters Score -1158610 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1159034.375000 Penalty: 2950.445557
	Iteration 4F: 3 clusters Score -1159034 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1159511.750000 Penalty: 2950.445557
	Iteration 5F: 3 clusters Score -1159512 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1160038.250000 Penalty: 2950.445557
	Iteration 6F: 3 clusters Score -1160038 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1160676.500000 Penalty: 2950.445557
	Iteration 7F: 3 clusters Score -1160676 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1161335.375000 Penalty: 2950.445557
	Iteration 8F: 3 clusters Score -1161335 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1161836.500000 Penalty: 2950.445557
	Iteration 9Q: 3 clusters Score -1161836 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1162224.375000 Penalty: 2950.445557
	Iteration 10Q: 3 clusters Score -1162224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1162930.000000 Penalty: 2950.445557
	Iteration 11Q: 3 clusters Score -1162930 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1164632.625000 Penalty: 2950.445557
	Iteration 12Q: 3 clusters Score -1164633 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1165740.125000 Penalty: 2950.445557
	Iteration 13Q: 3 clusters Score -1165740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1165845.750000 Penalty: 2950.445557
	Iteration 14Q: 3 clusters Score -1165846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1165863.250000 Penalty: 2950.445557
	Iteration 15Q: 3 clusters Score -1165863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1165866.625000 Penalty: 2950.445557
	Iteration 16Q: 3 clusters Score -1165867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1165867.625000 Penalty: 2950.445557
	Iteration 17Q: 3 clusters Score -1165868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1165868.250000 Penalty: 2950.445557
	Iteration 18Q: 3 clusters Score -1165868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1165869.625000 Penalty: 2950.445557
	Iteration 19Q: 3 clusters Score -1165870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1165868.875000 Penalty: 2950.445557
	Iteration 20F: 3 clusters Score -1165869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 4082 members 
Entering Unmasked Estep 
Score: -68937416.000000 Penalty: 134950.937500
Splitting cluster 38 changes total score from -68931616.000000 to -68937416.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 39 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -121401.468750 Penalty: 1120.548462
	Iteration 0F: 2 clusters Score -121401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119976.703125 Penalty: 2241.096924
	Iteration 0F: 3 clusters Score -119976.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120277.718750 Penalty: 2241.096924
	Iteration 1F: 3 clusters Score -120277.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120414.960938 Penalty: 2241.096924
	Iteration 2F: 3 clusters Score -120415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120533.148438 Penalty: 2241.096924
	Iteration 3F: 3 clusters Score -120533.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120692.148438 Penalty: 2241.096924
	Iteration 4F: 3 clusters Score -120692.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120825.523438 Penalty: 2241.096924
	Iteration 5Q: 3 clusters Score -120825.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120941.679688 Penalty: 2241.096924
	Iteration 6F: 3 clusters Score -120941.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121009.804688 Penalty: 2241.096924
	Iteration 7Q: 3 clusters Score -121009.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121082.859375 Penalty: 2241.096924
	Iteration 8Q: 3 clusters Score -121082.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121148.039062 Penalty: 2241.096924
	Iteration 9Q: 3 clusters Score -121148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121275.578125 Penalty: 2241.096924
	Iteration 10Q: 3 clusters Score -121275.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121427.640625 Penalty: 2241.096924
	Iteration 11Q: 3 clusters Score -121427.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -121647.765625 Penalty: 2241.096924
	Iteration 12Q: 3 clusters Score -121647.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121780.203125 Penalty: 2241.096924
	Iteration 13Q: 3 clusters Score -121780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121800.265625 Penalty: 2241.096924
	Iteration 14Q: 3 clusters Score -121800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121807.250000 Penalty: 2241.096924
	Iteration 15Q: 3 clusters Score -121807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121807.250000 Penalty: 2241.096924
	Iteration 16F: 3 clusters Score -121807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 557 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 4082 members 
Mstep: Class 64 contains 431 members 
Entering Unmasked Estep 
Score: -68936816.000000 Penalty: 137093.015625
Splitting cluster 39 changes total score from -68931616.000000 to -68936816.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -27179.152344 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -27179.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26185.007812 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -26185.01 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26828.646484 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -26828.65 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27389.439453 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -27389.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -28002.593750 Penalty: 2113.406738
	Iteration 3F: 3 clusters Score -28002.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28331.867188 Penalty: 2113.406738
	Iteration 4F: 3 clusters Score -28331.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28432.574219 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -28432.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28471.625000 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -28471.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28476.669922 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -28476.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28482.291016 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -28482.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28486.443359 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -28486.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28486.443359 Penalty: 2113.406738
	Iteration 10F: 3 clusters Score -28486.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 557 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 956 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 4082 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 391 members 
Entering Unmasked Estep 
Score: -68937016.000000 Penalty: 139235.093750
Splitting cluster 40 changes total score from -68931616.000000 to -68937016.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 41 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -117148.554688 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -117148.6 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 486 members 
Entering Unmasked Estep 
Score: -115817.421875 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -115817.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116140.437500 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -116140.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116277.054688 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -116277.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116382.625000 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -116382.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116557.148438 Penalty: 2230.396240
	Iteration 4F: 3 clusters Score -116557.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116909.648438 Penalty: 2230.396240
	Iteration 5F: 3 clusters Score -116909.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117102.093750 Penalty: 2230.396240
	Iteration 6F: 3 clusters Score -117102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117152.460938 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -117152.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117173.054688 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -117173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117184.984375 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -117185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117193.460938 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -117193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117200.390625 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -117200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117206.023438 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -117206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117207.437500 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -117207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -117208.507812 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -117208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117212.476562 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -117212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117218.453125 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -117218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117218.453125 Penalty: 2230.396240
	Iteration 17F: 3 clusters Score -117218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 557 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 1176 members 
Mstep: Class 44 contains 214 members 
Mstep: Class 45 contains 73003 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 500 members 
Mstep: Class 48 contains 9580 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 21263 members 
Mstep: Class 51 contains 4784 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 137 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 36244 members 
Mstep: Class 59 contains 1771 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 4082 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 391 members 
Mstep: Class 66 contains 664 members 
Entering Unmasked Estep 
Score: -68936080.000000 Penalty: 141377.171875
Splitting cluster 41 changes total score from -68931616.000000 to -68936080.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 42 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -282356.187500 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -282356.2 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 1087 members 
Entering Unmasked Estep 
Score: -280220.812500 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -280220.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -281050.531250 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -281050.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -281479.531250 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -281479.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281739.843750 Penalty: 2496.057129
	Iteration 3F: 3 clusters Score -281739.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -281855.937500 Penalty: 2496.057129
	Iteration 4F: 3 clusters Score -281855.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -281909.531250 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -281909.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -281940.750000 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -281940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -281968.218750 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -281968.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -282018.000000 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -282018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282092.718750 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -282092.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282107.656250 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -282107.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282113.750000 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -282113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -282118.281250 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -282118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -282119.562500 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -282119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -282120.156250 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -282120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -282120.156250 Penalty: 2496.057129
	Iteration 15F: 3 clusters Score -282120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83338 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 77128 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 3297 members 
Mstep: Class 33 contains 1933 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 24222 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 557 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68940376.000000 Penalty: 141377.171875
Iteration 79Q: 67 clusters Score -6.894038e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 3698 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 83450 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 4546 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 413 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 77574 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 2269 members 
Mstep: Class 30 contains 2933 members 
Mstep: Class 31 contains 1139 members 
Mstep: Class 32 contains 3304 members 
Mstep: Class 33 contains 1932 members 
Mstep: Class 34 contains 1482 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 24302 members 
Mstep: Class 37 contains 1168 members 
Mstep: Class 38 contains 4637 members 
Mstep: Class 39 contains 713 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 289 members 
Mstep: Class 42 contains 2166 members 
Mstep: Class 43 contains 1136 members 
Mstep: Class 44 contains 211 members 
Mstep: Class 45 contains 72533 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 515 members 
Mstep: Class 48 contains 9359 members 
Mstep: Class 49 contains 166 members 
Mstep: Class 50 contains 21196 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 2222 members 
Mstep: Class 53 contains 127 members 
Mstep: Class 54 contains 278 members 
Mstep: Class 55 contains 859 members 
Mstep: Class 56 contains 143 members 
Mstep: Class 57 contains 1292 members 
Mstep: Class 58 contains 35105 members 
Mstep: Class 59 contains 1791 members 
Mstep: Class 60 contains 597 members 
Mstep: Class 61 contains 3667 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 4087 members 
Mstep: Class 64 contains 430 members 
Mstep: Class 65 contains 391 members 
Mstep: Class 66 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 1916.198364 but Gain 2142.078125
Score: -68945648.000000 Penalty: 139235.093750
Iteration 80F: 66 clusters Score -6.894565e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 15107 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 11768 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 83420 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 127 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 115 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 1139 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 77261 members 
Mstep: Class 28 contains 1451 members 
Mstep: Class 29 contains 2384 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 3304 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1474 members 
Mstep: Class 35 contains 341 members 
Mstep: Class 36 contains 24039 members 
Mstep: Class 37 contains 1163 members 
Mstep: Class 38 contains 4613 members 
Mstep: Class 39 contains 840 members 
Mstep: Class 40 contains 291 members 
Mstep: Class 42 contains 2145 members 
Mstep: Class 43 contains 1173 members 
Mstep: Class 44 contains 254 members 
Mstep: Class 45 contains 72894 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 9253 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 21278 members 
Mstep: Class 51 contains 4666 members 
Mstep: Class 52 contains 2222 members 
Mstep: Class 53 contains 133 members 
Mstep: Class 54 contains 456 members 
Mstep: Class 55 contains 1010 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 1277 members 
Mstep: Class 58 contains 34817 members 
Mstep: Class 59 contains 1828 members 
Mstep: Class 60 contains 615 members 
Mstep: Class 61 contains 3865 members 
Mstep: Class 62 contains 3696 members 
Mstep: Class 63 contains 4277 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 409 members 
Mstep: Class 66 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68949456.000000 Penalty: 139235.093750
Iteration 81Q: 66 clusters Score -6.894946e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 15072 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 11749 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 83359 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 111 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 433 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 76863 members 
Mstep: Class 28 contains 1436 members 
Mstep: Class 29 contains 2447 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 3308 members 
Mstep: Class 33 contains 1880 members 
Mstep: Class 34 contains 1473 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 23895 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 4604 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 42 contains 2138 members 
Mstep: Class 43 contains 1177 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 73331 members 
Mstep: Class 46 contains 475 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 9150 members 
Mstep: Class 49 contains 169 members 
Mstep: Class 50 contains 21311 members 
Mstep: Class 51 contains 4779 members 
Mstep: Class 52 contains 2216 members 
Mstep: Class 53 contains 134 members 
Mstep: Class 54 contains 437 members 
Mstep: Class 55 contains 1116 members 
Mstep: Class 56 contains 161 members 
Mstep: Class 57 contains 1266 members 
Mstep: Class 58 contains 34590 members 
Mstep: Class 59 contains 1841 members 
Mstep: Class 60 contains 616 members 
Mstep: Class 61 contains 4019 members 
Mstep: Class 62 contains 3748 members 
Mstep: Class 63 contains 4387 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68950800.000000 Penalty: 139235.093750
Iteration 82Q: 66 clusters Score -6.89508e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 15046 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 11761 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 83306 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 130 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 76437 members 
Mstep: Class 28 contains 1428 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 3312 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 1480 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 23792 members 
Mstep: Class 37 contains 1166 members 
Mstep: Class 38 contains 4597 members 
Mstep: Class 39 contains 1116 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2135 members 
Mstep: Class 43 contains 1184 members 
Mstep: Class 44 contains 269 members 
Mstep: Class 45 contains 73777 members 
Mstep: Class 46 contains 476 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 9080 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21347 members 
Mstep: Class 51 contains 4863 members 
Mstep: Class 52 contains 2215 members 
Mstep: Class 53 contains 137 members 
Mstep: Class 54 contains 428 members 
Mstep: Class 55 contains 1175 members 
Mstep: Class 56 contains 164 members 
Mstep: Class 57 contains 1249 members 
Mstep: Class 58 contains 34413 members 
Mstep: Class 59 contains 1844 members 
Mstep: Class 60 contains 616 members 
Mstep: Class 61 contains 4111 members 
Mstep: Class 62 contains 3771 members 
Mstep: Class 63 contains 4471 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68951872.000000 Penalty: 139235.093750
Iteration 83Q: 66 clusters Score -6.895187e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 15021 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 83250 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 130 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 443 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 75986 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 3310 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23723 members 
Mstep: Class 37 contains 1165 members 
Mstep: Class 38 contains 4596 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1179 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74214 members 
Mstep: Class 46 contains 474 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 9037 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21364 members 
Mstep: Class 51 contains 4928 members 
Mstep: Class 52 contains 2207 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 428 members 
Mstep: Class 55 contains 1243 members 
Mstep: Class 56 contains 164 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 34265 members 
Mstep: Class 59 contains 1838 members 
Mstep: Class 60 contains 614 members 
Mstep: Class 61 contains 4176 members 
Mstep: Class 62 contains 3791 members 
Mstep: Class 63 contains 4544 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 417 members 
Mstep: Class 66 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68952400.000000 Penalty: 139235.093750
Iteration 84Q: 66 clusters Score -6.89524e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 15005 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 11803 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 83188 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 130 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 75519 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 3311 members 
Mstep: Class 33 contains 1851 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23677 members 
Mstep: Class 37 contains 1165 members 
Mstep: Class 38 contains 4593 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1192 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 74691 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 9009 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21371 members 
Mstep: Class 51 contains 4972 members 
Mstep: Class 52 contains 2205 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 427 members 
Mstep: Class 55 contains 1301 members 
Mstep: Class 56 contains 164 members 
Mstep: Class 57 contains 1218 members 
Mstep: Class 58 contains 34063 members 
Mstep: Class 59 contains 1838 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 4230 members 
Mstep: Class 62 contains 3801 members 
Mstep: Class 63 contains 4612 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 417 members 
Mstep: Class 66 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953040.000000 Penalty: 139235.093750
Iteration 85Q: 66 clusters Score -6.895304e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 2009 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 14986 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 83172 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 130 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 6446 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 1320 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 75096 members 
Mstep: Class 28 contains 1397 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 3312 members 
Mstep: Class 33 contains 1842 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23606 members 
Mstep: Class 37 contains 1165 members 
Mstep: Class 38 contains 4591 members 
Mstep: Class 39 contains 1483 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75098 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8978 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21389 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 2206 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 425 members 
Mstep: Class 55 contains 1338 members 
Mstep: Class 56 contains 164 members 
Mstep: Class 57 contains 1203 members 
Mstep: Class 58 contains 33898 members 
Mstep: Class 59 contains 1842 members 
Mstep: Class 60 contains 609 members 
Mstep: Class 61 contains 4267 members 
Mstep: Class 62 contains 3810 members 
Mstep: Class 63 contains 4671 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953360.000000 Penalty: 139235.093750
Iteration 86Q: 66 clusters Score -6.895336e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 14969 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 11865 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83148 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 74754 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3312 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23525 members 
Mstep: Class 37 contains 1165 members 
Mstep: Class 38 contains 4588 members 
Mstep: Class 39 contains 1572 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1245 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75428 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8942 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21395 members 
Mstep: Class 51 contains 5035 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 427 members 
Mstep: Class 55 contains 1364 members 
Mstep: Class 56 contains 164 members 
Mstep: Class 57 contains 1180 members 
Mstep: Class 58 contains 33744 members 
Mstep: Class 59 contains 1847 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4318 members 
Mstep: Class 62 contains 3817 members 
Mstep: Class 63 contains 4712 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953296.000000 Penalty: 139235.093750
Iteration 87Q: 66 clusters Score -6.89533e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 5 contains 14959 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 4325 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83130 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 6537 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1128 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 74481 members 
Mstep: Class 28 contains 1372 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3311 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23436 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4582 members 
Mstep: Class 39 contains 1631 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75695 members 
Mstep: Class 46 contains 493 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8925 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21411 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 427 members 
Mstep: Class 55 contains 1386 members 
Mstep: Class 56 contains 165 members 
Mstep: Class 57 contains 1171 members 
Mstep: Class 58 contains 33604 members 
Mstep: Class 59 contains 1847 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4352 members 
Mstep: Class 62 contains 3823 members 
Mstep: Class 63 contains 4755 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953488.000000 Penalty: 139235.093750
Iteration 88Q: 66 clusters Score -6.895349e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 14956 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83113 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 541 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 2085 members 
Mstep: Class 27 contains 74262 members 
Mstep: Class 28 contains 1355 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3312 members 
Mstep: Class 33 contains 1824 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23379 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4579 members 
Mstep: Class 39 contains 1674 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2133 members 
Mstep: Class 43 contains 1280 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 75928 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8923 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21422 members 
Mstep: Class 51 contains 5080 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 427 members 
Mstep: Class 55 contains 1408 members 
Mstep: Class 56 contains 165 members 
Mstep: Class 57 contains 1164 members 
Mstep: Class 58 contains 33497 members 
Mstep: Class 59 contains 1844 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 4371 members 
Mstep: Class 62 contains 3827 members 
Mstep: Class 63 contains 4773 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953432.000000 Penalty: 139235.093750
Iteration 89Q: 66 clusters Score -6.895343e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 14953 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83089 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 6601 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 74077 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3313 members 
Mstep: Class 33 contains 1816 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23326 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4579 members 
Mstep: Class 39 contains 1699 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2131 members 
Mstep: Class 43 contains 1292 members 
Mstep: Class 44 contains 278 members 
Mstep: Class 45 contains 76114 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8906 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21438 members 
Mstep: Class 51 contains 5092 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 426 members 
Mstep: Class 55 contains 1432 members 
Mstep: Class 56 contains 165 members 
Mstep: Class 57 contains 1159 members 
Mstep: Class 58 contains 33419 members 
Mstep: Class 59 contains 1847 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 4389 members 
Mstep: Class 62 contains 3828 members 
Mstep: Class 63 contains 4799 members 
Mstep: Class 64 contains 432 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953360.000000 Penalty: 139235.093750
Iteration 90Q: 66 clusters Score -6.895336e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 11954 members 
Mstep: Class 9 contains 4338 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83069 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 468 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 73917 members 
Mstep: Class 28 contains 1331 members 
Mstep: Class 29 contains 2674 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 3314 members 
Mstep: Class 33 contains 1809 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23285 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4578 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2130 members 
Mstep: Class 43 contains 1307 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76287 members 
Mstep: Class 46 contains 511 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8898 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21451 members 
Mstep: Class 51 contains 5099 members 
Mstep: Class 52 contains 2195 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 425 members 
Mstep: Class 55 contains 1458 members 
Mstep: Class 56 contains 165 members 
Mstep: Class 57 contains 1155 members 
Mstep: Class 58 contains 33330 members 
Mstep: Class 59 contains 1851 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 4417 members 
Mstep: Class 62 contains 3829 members 
Mstep: Class 63 contains 4820 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953528.000000 Penalty: 139235.093750
Iteration 91Q: 66 clusters Score -6.895353e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 11957 members 
Mstep: Class 9 contains 4341 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83043 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 73790 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 2693 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1804 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23259 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4577 members 
Mstep: Class 39 contains 1740 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1318 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 76433 members 
Mstep: Class 46 contains 517 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8887 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21460 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 425 members 
Mstep: Class 55 contains 1492 members 
Mstep: Class 56 contains 165 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 33256 members 
Mstep: Class 59 contains 1856 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 4443 members 
Mstep: Class 62 contains 3831 members 
Mstep: Class 63 contains 4834 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953672.000000 Penalty: 139235.093750
Iteration 92Q: 66 clusters Score -6.895367e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 14944 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 11973 members 
Mstep: Class 9 contains 4345 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83026 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 106 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 73675 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 2706 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 23217 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4575 members 
Mstep: Class 39 contains 1753 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1326 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 76558 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8879 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21462 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 425 members 
Mstep: Class 55 contains 1520 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1148 members 
Mstep: Class 58 contains 33196 members 
Mstep: Class 59 contains 1864 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 4469 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4850 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953880.000000 Penalty: 139235.093750
Iteration 93Q: 66 clusters Score -6.895388e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 1938 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 8 contains 11991 members 
Mstep: Class 9 contains 4346 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 83001 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 6723 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 73560 members 
Mstep: Class 28 contains 1322 members 
Mstep: Class 29 contains 2717 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1795 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23192 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4573 members 
Mstep: Class 39 contains 1766 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1332 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 76692 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8868 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21465 members 
Mstep: Class 51 contains 5112 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 425 members 
Mstep: Class 55 contains 1547 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1149 members 
Mstep: Class 58 contains 33142 members 
Mstep: Class 59 contains 1865 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4500 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4862 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953688.000000 Penalty: 139235.093750
Iteration 94Q: 66 clusters Score -6.895369e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 1923 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 14949 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 12002 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 82986 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 6746 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 73486 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2721 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23171 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4571 members 
Mstep: Class 39 contains 1776 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1333 members 
Mstep: Class 44 contains 282 members 
Mstep: Class 45 contains 76776 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8858 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21470 members 
Mstep: Class 51 contains 5116 members 
Mstep: Class 52 contains 2192 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 423 members 
Mstep: Class 55 contains 1568 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1150 members 
Mstep: Class 58 contains 33107 members 
Mstep: Class 59 contains 1866 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4521 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4866 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953808.000000 Penalty: 139235.093750
Iteration 95Q: 66 clusters Score -6.895381e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 14949 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 82970 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 73435 members 
Mstep: Class 28 contains 1318 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 23166 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4569 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1333 members 
Mstep: Class 44 contains 282 members 
Mstep: Class 45 contains 76820 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8856 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21476 members 
Mstep: Class 51 contains 5110 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 422 members 
Mstep: Class 55 contains 1579 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1152 members 
Mstep: Class 58 contains 33076 members 
Mstep: Class 59 contains 1867 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4541 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4874 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953856.000000 Penalty: 139235.093750
Iteration 96Q: 66 clusters Score -6.895386e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 12021 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 82955 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 73426 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 23154 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4568 members 
Mstep: Class 39 contains 1790 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1330 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 76845 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8855 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5110 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 422 members 
Mstep: Class 55 contains 1588 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 33033 members 
Mstep: Class 59 contains 1867 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4553 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4878 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953872.000000 Penalty: 139235.093750
Iteration 97Q: 66 clusters Score -6.895387e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 1903 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 12019 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 82943 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 73473 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2742 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23150 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4570 members 
Mstep: Class 39 contains 1796 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1334 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76827 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8846 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21485 members 
Mstep: Class 51 contains 5111 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 421 members 
Mstep: Class 55 contains 1590 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 33003 members 
Mstep: Class 59 contains 1867 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4564 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4883 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953984.000000 Penalty: 139235.093750
Iteration 98Q: 66 clusters Score -6.895398e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 12034 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82935 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 73538 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2744 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23141 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4570 members 
Mstep: Class 39 contains 1801 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1336 members 
Mstep: Class 44 contains 279 members 
Mstep: Class 45 contains 76803 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8841 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21482 members 
Mstep: Class 51 contains 5113 members 
Mstep: Class 52 contains 2192 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 421 members 
Mstep: Class 55 contains 1597 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32950 members 
Mstep: Class 59 contains 1867 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4575 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4890 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953856.000000 Penalty: 139235.093750
Iteration 99Q: 66 clusters Score -6.895386e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82931 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73611 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2747 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23126 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4570 members 
Mstep: Class 39 contains 1810 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1334 members 
Mstep: Class 44 contains 279 members 
Mstep: Class 45 contains 76746 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8839 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 21485 members 
Mstep: Class 51 contains 5114 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 423 members 
Mstep: Class 55 contains 1604 members 
Mstep: Class 56 contains 166 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32916 members 
Mstep: Class 59 contains 1868 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4581 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4894 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953936.000000 Penalty: 139235.093750
Iteration 100F: 66 clusters Score -6.895394e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 392 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 12050 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82928 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1865 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73661 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1783 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 23114 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4568 members 
Mstep: Class 39 contains 1856 members 
Mstep: Class 40 contains 301 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1330 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76698 members 
Mstep: Class 46 contains 539 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8842 members 
Mstep: Class 49 contains 166 members 
Mstep: Class 50 contains 21488 members 
Mstep: Class 51 contains 5115 members 
Mstep: Class 52 contains 2192 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 429 members 
Mstep: Class 55 contains 1608 members 
Mstep: Class 56 contains 170 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32876 members 
Mstep: Class 59 contains 1869 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4583 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4895 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954144.000000 Penalty: 139235.093750
Iteration 101Q: 66 clusters Score -6.895414e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 90356 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 14943 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 12061 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82920 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73700 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23102 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4567 members 
Mstep: Class 39 contains 1894 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1332 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76669 members 
Mstep: Class 46 contains 551 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8841 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21493 members 
Mstep: Class 51 contains 5116 members 
Mstep: Class 52 contains 2190 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 432 members 
Mstep: Class 55 contains 1613 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32828 members 
Mstep: Class 59 contains 1871 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4587 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4895 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954296.000000 Penalty: 139235.093750
Iteration 102Q: 66 clusters Score -6.89543e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 14940 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 12078 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82912 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 73743 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23094 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4566 members 
Mstep: Class 39 contains 1925 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1332 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76643 members 
Mstep: Class 46 contains 570 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8842 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21491 members 
Mstep: Class 51 contains 5118 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 429 members 
Mstep: Class 55 contains 1617 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32766 members 
Mstep: Class 59 contains 1872 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4591 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4897 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954400.000000 Penalty: 139235.093750
Iteration 103Q: 66 clusters Score -6.89544e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 1850 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 14939 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82915 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73788 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23082 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4565 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1333 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76622 members 
Mstep: Class 46 contains 593 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8840 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21490 members 
Mstep: Class 51 contains 5119 members 
Mstep: Class 52 contains 2190 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 432 members 
Mstep: Class 55 contains 1619 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1152 members 
Mstep: Class 58 contains 32706 members 
Mstep: Class 59 contains 1871 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4600 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4899 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954520.000000 Penalty: 139235.093750
Iteration 104Q: 66 clusters Score -6.895452e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 1846 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 14937 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 12100 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82915 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73851 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2762 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1697 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23071 members 
Mstep: Class 37 contains 1168 members 
Mstep: Class 38 contains 4563 members 
Mstep: Class 39 contains 1992 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1333 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76572 members 
Mstep: Class 46 contains 622 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8838 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21490 members 
Mstep: Class 51 contains 5119 members 
Mstep: Class 52 contains 2188 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 435 members 
Mstep: Class 55 contains 1621 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32658 members 
Mstep: Class 59 contains 1870 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 4605 members 
Mstep: Class 62 contains 3833 members 
Mstep: Class 63 contains 4901 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954552.000000 Penalty: 139235.093750
Iteration 105Q: 66 clusters Score -6.895455e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 1845 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 14937 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82916 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73913 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2768 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1669 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23058 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4561 members 
Mstep: Class 39 contains 2022 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1330 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76520 members 
Mstep: Class 46 contains 650 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8831 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21489 members 
Mstep: Class 51 contains 5119 members 
Mstep: Class 52 contains 2184 members 
Mstep: Class 53 contains 134 members 
Mstep: Class 54 contains 435 members 
Mstep: Class 55 contains 1624 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 32593 members 
Mstep: Class 59 contains 1871 members 
Mstep: Class 60 contains 609 members 
Mstep: Class 61 contains 4619 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4903 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954752.000000 Penalty: 139235.093750
Iteration 106Q: 66 clusters Score -6.895475e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 14937 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 12133 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82916 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 1375 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 73994 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2768 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1630 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23050 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4559 members 
Mstep: Class 39 contains 2062 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1335 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76454 members 
Mstep: Class 46 contains 687 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8828 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21489 members 
Mstep: Class 51 contains 5118 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 134 members 
Mstep: Class 54 contains 434 members 
Mstep: Class 55 contains 1628 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1152 members 
Mstep: Class 58 contains 32514 members 
Mstep: Class 59 contains 1873 members 
Mstep: Class 60 contains 608 members 
Mstep: Class 61 contains 4627 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4906 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68955040.000000 Penalty: 139235.093750
Iteration 107Q: 66 clusters Score -6.895504e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 14938 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82915 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 74071 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2769 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1579 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23044 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4555 members 
Mstep: Class 39 contains 2108 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1336 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76396 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8830 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21485 members 
Mstep: Class 51 contains 5117 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 134 members 
Mstep: Class 54 contains 434 members 
Mstep: Class 55 contains 1632 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1154 members 
Mstep: Class 58 contains 32431 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 608 members 
Mstep: Class 61 contains 4634 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4907 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68955360.000000 Penalty: 139235.093750
Iteration 108Q: 66 clusters Score -6.895536e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 14936 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82914 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 74151 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23041 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4552 members 
Mstep: Class 39 contains 2153 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1337 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76344 members 
Mstep: Class 46 contains 785 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8828 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21481 members 
Mstep: Class 51 contains 5116 members 
Mstep: Class 52 contains 2177 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 435 members 
Mstep: Class 55 contains 1635 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1154 members 
Mstep: Class 58 contains 32363 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 607 members 
Mstep: Class 61 contains 4640 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4909 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68955632.000000 Penalty: 139235.093750
Iteration 109Q: 66 clusters Score -6.895563e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 14934 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 12167 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 82913 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 1391 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 74210 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2773 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23040 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4548 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1341 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76312 members 
Mstep: Class 46 contains 853 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8829 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21478 members 
Mstep: Class 51 contains 5115 members 
Mstep: Class 52 contains 2176 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1637 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1154 members 
Mstep: Class 58 contains 32298 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 605 members 
Mstep: Class 61 contains 4642 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4910 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956192.000000 Penalty: 139235.093750
Iteration 110Q: 66 clusters Score -6.895619e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 14932 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 82912 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74269 members 
Mstep: Class 28 contains 1318 members 
Mstep: Class 29 contains 2776 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1434 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23036 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4543 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1342 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76275 members 
Mstep: Class 46 contains 883 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8823 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21476 members 
Mstep: Class 51 contains 5114 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1638 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1155 members 
Mstep: Class 58 contains 32246 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 597 members 
Mstep: Class 61 contains 4644 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4912 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956352.000000 Penalty: 139235.093750
Iteration 111Q: 66 clusters Score -6.895635e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 14932 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 82912 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74318 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 2781 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1434 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23027 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4539 members 
Mstep: Class 39 contains 2268 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1345 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76244 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8817 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21475 members 
Mstep: Class 51 contains 5114 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1641 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1155 members 
Mstep: Class 58 contains 32200 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 588 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4915 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956568.000000 Penalty: 139235.093750
Iteration 112Q: 66 clusters Score -6.895657e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 82912 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 6945 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74357 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 2783 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23013 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4538 members 
Mstep: Class 39 contains 2295 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1351 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76223 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8811 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21476 members 
Mstep: Class 51 contains 5115 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1647 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1156 members 
Mstep: Class 58 contains 32162 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 4652 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4917 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956504.000000 Penalty: 139235.093750
Iteration 113Q: 66 clusters Score -6.89565e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14929 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 12194 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82914 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 6953 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74384 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1437 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 23004 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1352 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76204 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8805 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21473 members 
Mstep: Class 51 contains 5115 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1651 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1156 members 
Mstep: Class 58 contains 32135 members 
Mstep: Class 59 contains 1875 members 
Mstep: Class 60 contains 578 members 
Mstep: Class 61 contains 4658 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4921 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956592.000000 Penalty: 139235.093750
Iteration 114Q: 66 clusters Score -6.895659e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 12201 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82910 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74421 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 2783 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 1443 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22993 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76179 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8800 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21475 members 
Mstep: Class 51 contains 5116 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1657 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1155 members 
Mstep: Class 58 contains 32105 members 
Mstep: Class 59 contains 1875 members 
Mstep: Class 60 contains 569 members 
Mstep: Class 61 contains 4660 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4926 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956640.000000 Penalty: 139235.093750
Iteration 115Q: 66 clusters Score -6.895664e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82907 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74448 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22983 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76153 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8798 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21477 members 
Mstep: Class 51 contains 5119 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1153 members 
Mstep: Class 58 contains 32072 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4932 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956560.000000 Penalty: 139235.093750
Iteration 116Q: 66 clusters Score -6.895656e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 12222 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82902 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 1387 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74473 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22972 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2382 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1353 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76134 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8800 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21480 members 
Mstep: Class 51 contains 5119 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1658 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1152 members 
Mstep: Class 58 contains 32039 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 560 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4937 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956568.000000 Penalty: 139235.093750
Iteration 117Q: 66 clusters Score -6.895657e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14926 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 12233 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82892 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74487 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1452 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22957 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2404 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76129 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8799 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21482 members 
Mstep: Class 51 contains 5124 members 
Mstep: Class 52 contains 2181 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1657 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31993 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 556 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4941 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68956672.000000 Penalty: 139235.093750
Iteration 118Q: 66 clusters Score -6.895667e+07 nChanged 204
Entering ConstructFrom: 
Score: -68956672.000000 Penalty: 139235.093750
Entering ConstructFrom: 
Trying to split cluster 1 (90316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Entering Unmasked Estep 
Score: -12211625.000000 Penalty: 1854.298828
	Iteration 0F: 2 clusters Score -1.221162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -12157705.000000 Penalty: 3708.597656
	Iteration 0F: 3 clusters Score -1.21577e+07 nChanged 43190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -12182410.000000 Penalty: 3708.597656
	Iteration 1F: 3 clusters Score -1.218241e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -12183027.000000 Penalty: 3708.597656
	Iteration 2Q: 3 clusters Score -1.218303e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -12184001.000000 Penalty: 3708.597656
	Iteration 3Q: 3 clusters Score -1.2184e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -12185166.000000 Penalty: 3708.597656
	Iteration 4Q: 3 clusters Score -1.218517e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -12187051.000000 Penalty: 3708.597656
	Iteration 5Q: 3 clusters Score -1.218705e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -12189539.000000 Penalty: 3708.597656
	Iteration 6F: 3 clusters Score -1.218954e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -12192375.000000 Penalty: 3708.597656
	Iteration 7F: 3 clusters Score -1.219238e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -12195494.000000 Penalty: 3708.597656
	Iteration 8F: 3 clusters Score -1.219549e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -12198420.000000 Penalty: 3708.597656
	Iteration 9F: 3 clusters Score -1.219842e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -12200981.000000 Penalty: 3708.597656
	Iteration 10F: 3 clusters Score -1.220098e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -12203124.000000 Penalty: 3708.597656
	Iteration 11F: 3 clusters Score -1.220312e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -12205197.000000 Penalty: 3708.597656
	Iteration 12Q: 3 clusters Score -1.22052e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -12207252.000000 Penalty: 3708.597656
	Iteration 13Q: 3 clusters Score -1.220725e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -12208989.000000 Penalty: 3708.597656
	Iteration 14Q: 3 clusters Score -1.220899e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -12210560.000000 Penalty: 3708.597656
	Iteration 15Q: 3 clusters Score -1.221056e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -12212100.000000 Penalty: 3708.597656
	Iteration 16Q: 3 clusters Score -1.22121e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -12213161.000000 Penalty: 3708.597656
	Iteration 17Q: 3 clusters Score -1.221316e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -12214125.000000 Penalty: 3708.597656
	Iteration 18Q: 3 clusters Score -1.221412e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -12214669.000000 Penalty: 3708.597656
	Iteration 19Q: 3 clusters Score -1.221467e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -12214890.000000 Penalty: 3708.597656
	Iteration 20F: 3 clusters Score -1.221489e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -12214955.000000 Penalty: 3708.597656
	Iteration 21Q: 3 clusters Score -1.221496e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -12214905.000000 Penalty: 3708.597656
	Iteration 22Q: 3 clusters Score -1.22149e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -12214803.000000 Penalty: 3708.597656
	Iteration 23Q: 3 clusters Score -1.22148e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -12214723.000000 Penalty: 3708.597656
	Iteration 24Q: 3 clusters Score -1.221472e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -12214608.000000 Penalty: 3708.597656
	Iteration 25Q: 3 clusters Score -1.221461e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -12214584.000000 Penalty: 3708.597656
	Iteration 26Q: 3 clusters Score -1.221458e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -12214541.000000 Penalty: 3708.597656
	Iteration 27Q: 3 clusters Score -1.221454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -12214524.000000 Penalty: 3708.597656
	Iteration 28Q: 3 clusters Score -1.221452e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -12214467.000000 Penalty: 3708.597656
	Iteration 29Q: 3 clusters Score -1.221447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -12214449.000000 Penalty: 3708.597656
	Iteration 30Q: 3 clusters Score -1.221445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -12214430.000000 Penalty: 3708.597656
	Iteration 31Q: 3 clusters Score -1.221443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -12214400.000000 Penalty: 3708.597656
	Iteration 32Q: 3 clusters Score -1.22144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -12214393.000000 Penalty: 3708.597656
	Iteration 33Q: 3 clusters Score -1.221439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -12214392.000000 Penalty: 3708.597656
	Iteration 34Q: 3 clusters Score -1.221439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -12214379.000000 Penalty: 3708.597656
	Iteration 35Q: 3 clusters Score -1.221438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -12214376.000000 Penalty: 3708.597656
	Iteration 36Q: 3 clusters Score -1.221438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -12214375.000000 Penalty: 3708.597656
	Iteration 37Q: 3 clusters Score -1.221438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -12214377.000000 Penalty: 3708.597656
	Iteration 38Q: 3 clusters Score -1.221438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -12214378.000000 Penalty: 3708.597656
	Iteration 39Q: 3 clusters Score -1.221438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -12214382.000000 Penalty: 3708.597656
	Iteration 40F: 3 clusters Score -1.221438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -12214378.000000 Penalty: 3708.597656
	Iteration 41Q: 3 clusters Score -1.221438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -12214360.000000 Penalty: 3708.597656
	Iteration 42Q: 3 clusters Score -1.221436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -12214362.000000 Penalty: 3708.597656
	Iteration 43Q: 3 clusters Score -1.221436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -12214366.000000 Penalty: 3708.597656
	Iteration 44Q: 3 clusters Score -1.221437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -12214366.000000 Penalty: 3708.597656
	Iteration 45Q: 3 clusters Score -1.221437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -12214379.000000 Penalty: 3708.597656
	Iteration 46Q: 3 clusters Score -1.221438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -12214382.000000 Penalty: 3708.597656
	Iteration 47Q: 3 clusters Score -1.221438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -12214384.000000 Penalty: 3708.597656
	Iteration 48Q: 3 clusters Score -1.221438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -12214384.000000 Penalty: 3708.597656
	Iteration 49Q: 3 clusters Score -1.221438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -12214385.000000 Penalty: 3708.597656
	Iteration 50Q: 3 clusters Score -1.221438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -12214367.000000 Penalty: 3708.597656
	Iteration 51Q: 3 clusters Score -1.221437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -12214359.000000 Penalty: 3708.597656
	Iteration 52Q: 3 clusters Score -1.221436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -12214338.000000 Penalty: 3708.597656
	Iteration 53Q: 3 clusters Score -1.221434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -12214339.000000 Penalty: 3708.597656
	Iteration 54Q: 3 clusters Score -1.221434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -12214333.000000 Penalty: 3708.597656
	Iteration 55Q: 3 clusters Score -1.221433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -12214331.000000 Penalty: 3708.597656
	Iteration 56Q: 3 clusters Score -1.221433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -12214332.000000 Penalty: 3708.597656
	Iteration 57Q: 3 clusters Score -1.221433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -12214338.000000 Penalty: 3708.597656
	Iteration 58Q: 3 clusters Score -1.221434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -12214336.000000 Penalty: 3708.597656
	Iteration 59Q: 3 clusters Score -1.221434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -12214342.000000 Penalty: 3708.597656
	Iteration 60F: 3 clusters Score -1.221434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -12214335.000000 Penalty: 3708.597656
	Iteration 61Q: 3 clusters Score -1.221434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -12214335.000000 Penalty: 3708.597656
	Iteration 62Q: 3 clusters Score -1.221434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -12214335.000000 Penalty: 3708.597656
	Iteration 63F: 3 clusters Score -1.221434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
Score: -68958688.000000 Penalty: 141377.171875
Splitting cluster 1 changes total score from -68956672.000000 to -68958688.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -203203.328125 Penalty: 1218.296143
	Iteration 0F: 2 clusters Score -203203.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201338.906250 Penalty: 2436.592285
	Iteration 0F: 3 clusters Score -201338.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -202045.281250 Penalty: 2436.592285
	Iteration 1F: 3 clusters Score -202045.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202388.468750 Penalty: 2436.592285
	Iteration 2F: 3 clusters Score -202388.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -202689.468750 Penalty: 2436.592285
	Iteration 3F: 3 clusters Score -202689.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -202942.468750 Penalty: 2436.592285
	Iteration 4F: 3 clusters Score -202942.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203105.046875 Penalty: 2436.592285
	Iteration 5F: 3 clusters Score -203105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -203174.765625 Penalty: 2436.592285
	Iteration 6Q: 3 clusters Score -203174.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203210.000000 Penalty: 2436.592285
	Iteration 7Q: 3 clusters Score -203210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203236.562500 Penalty: 2436.592285
	Iteration 8Q: 3 clusters Score -203236.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203255.250000 Penalty: 2436.592285
	Iteration 9Q: 3 clusters Score -203255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -203263.984375 Penalty: 2436.592285
	Iteration 10Q: 3 clusters Score -203264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203270.843750 Penalty: 2436.592285
	Iteration 11Q: 3 clusters Score -203270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203277.890625 Penalty: 2436.592285
	Iteration 12Q: 3 clusters Score -203277.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203287.218750 Penalty: 2436.592285
	Iteration 13Q: 3 clusters Score -203287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -203293.421875 Penalty: 2436.592285
	Iteration 14Q: 3 clusters Score -203293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203299.281250 Penalty: 2436.592285
	Iteration 15Q: 3 clusters Score -203299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -203303.453125 Penalty: 2436.592285
	Iteration 16Q: 3 clusters Score -203303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203307.578125 Penalty: 2436.592285
	Iteration 17Q: 3 clusters Score -203307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203313.890625 Penalty: 2436.592285
	Iteration 18Q: 3 clusters Score -203313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203317.046875 Penalty: 2436.592285
	Iteration 19Q: 3 clusters Score -203317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203317.046875 Penalty: 2436.592285
	Iteration 20F: 3 clusters Score -203317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Entering Unmasked Estep 
Score: -68957856.000000 Penalty: 143519.250000
Splitting cluster 2 changes total score from -68956672.000000 to -68957856.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -148479.984375 Penalty: 1130.438599
	Iteration 0F: 2 clusters Score -148480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147025.859375 Penalty: 2260.877197
	Iteration 0F: 3 clusters Score -147025.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -147361.687500 Penalty: 2260.877197
	Iteration 1F: 3 clusters Score -147361.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147515.812500 Penalty: 2260.877197
	Iteration 2F: 3 clusters Score -147515.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147612.671875 Penalty: 2260.877197
	Iteration 3F: 3 clusters Score -147612.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147722.359375 Penalty: 2260.877197
	Iteration 4F: 3 clusters Score -147722.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -147873.234375 Penalty: 2260.877197
	Iteration 5F: 3 clusters Score -147873.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147992.703125 Penalty: 2260.877197
	Iteration 6Q: 3 clusters Score -147992.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148129.250000 Penalty: 2260.877197
	Iteration 7Q: 3 clusters Score -148129.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148292.671875 Penalty: 2260.877197
	Iteration 8Q: 3 clusters Score -148292.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148512.125000 Penalty: 2260.877197
	Iteration 9F: 3 clusters Score -148512.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -148688.562500 Penalty: 2260.877197
	Iteration 10F: 3 clusters Score -148688.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148812.046875 Penalty: 2260.877197
	Iteration 11Q: 3 clusters Score -148812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -148916.859375 Penalty: 2260.877197
	Iteration 12Q: 3 clusters Score -148916.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148998.187500 Penalty: 2260.877197
	Iteration 13Q: 3 clusters Score -148998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -149037.890625 Penalty: 2260.877197
	Iteration 14Q: 3 clusters Score -149037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149059.109375 Penalty: 2260.877197
	Iteration 15Q: 3 clusters Score -149059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149069.140625 Penalty: 2260.877197
	Iteration 16Q: 3 clusters Score -149069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -149074.921875 Penalty: 2260.877197
	Iteration 17Q: 3 clusters Score -149074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149077.078125 Penalty: 2260.877197
	Iteration 18Q: 3 clusters Score -149077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149077.703125 Penalty: 2260.877197
	Iteration 19Q: 3 clusters Score -149077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -149080.859375 Penalty: 2260.877197
	Iteration 20F: 3 clusters Score -149080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149090.031250 Penalty: 2260.877197
	Iteration 21Q: 3 clusters Score -149090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -149092.781250 Penalty: 2260.877197
	Iteration 22Q: 3 clusters Score -149092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -149092.781250 Penalty: 2260.877197
	Iteration 23F: 3 clusters Score -149092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Entering Unmasked Estep 
Score: -68957496.000000 Penalty: 145661.328125
Splitting cluster 3 changes total score from -68956672.000000 to -68957496.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -39266.355469 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -39266.36 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 218 members 
Entering Unmasked Estep 
Score: -38332.929688 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -38332.93 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38535.183594 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -38535.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38621.683594 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -38621.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38668.187500 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -38668.19 nChanged 11
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: -38710.855469 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -38710.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38725.695312 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -38725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38728.246094 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -38728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38728.246094 Penalty: 1957.620483
	Iteration 7F: 3 clusters Score -38728.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Entering Unmasked Estep 
Score: -2000408.750000 Penalty: 1561.753906
	Iteration 0F: 2 clusters Score -2000409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1990158.500000 Penalty: 3123.507812
	Iteration 0F: 3 clusters Score -1990158 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1993846.125000 Penalty: 3123.507812
	Iteration 1F: 3 clusters Score -1993846 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1994506.750000 Penalty: 3123.507812
	Iteration 2F: 3 clusters Score -1994507 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1995499.750000 Penalty: 3123.507812
	Iteration 3F: 3 clusters Score -1995500 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1996658.125000 Penalty: 3123.507812
	Iteration 4F: 3 clusters Score -1996658 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1997694.875000 Penalty: 3123.507812
	Iteration 5F: 3 clusters Score -1997695 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1998480.750000 Penalty: 3123.507812
	Iteration 6F: 3 clusters Score -1998481 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1998924.750000 Penalty: 3123.507812
	Iteration 7Q: 3 clusters Score -1998925 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1999164.875000 Penalty: 3123.507812
	Iteration 8Q: 3 clusters Score -1999165 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1999258.750000 Penalty: 3123.507812
	Iteration 9Q: 3 clusters Score -1999259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1999303.000000 Penalty: 3123.507812
	Iteration 10Q: 3 clusters Score -1999303 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1999324.000000 Penalty: 3123.507812
	Iteration 11Q: 3 clusters Score -1999324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1999340.625000 Penalty: 3123.507812
	Iteration 12Q: 3 clusters Score -1999341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1999356.250000 Penalty: 3123.507812
	Iteration 13Q: 3 clusters Score -1999356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1999368.250000 Penalty: 3123.507812
	Iteration 14Q: 3 clusters Score -1999368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1999382.125000 Penalty: 3123.507812
	Iteration 15Q: 3 clusters Score -1999382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1999389.500000 Penalty: 3123.507812
	Iteration 16Q: 3 clusters Score -1999390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1999400.125000 Penalty: 3123.507812
	Iteration 17Q: 3 clusters Score -1999400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1999399.250000 Penalty: 3123.507812
	Iteration 18Q: 3 clusters Score -1999399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1999401.875000 Penalty: 3123.507812
	Iteration 19Q: 3 clusters Score -1999402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1999405.750000 Penalty: 3123.507812
	Iteration 20F: 3 clusters Score -1999406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1999409.875000 Penalty: 3123.507812
	Iteration 21Q: 3 clusters Score -1999410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1999413.000000 Penalty: 3123.507812
	Iteration 22Q: 3 clusters Score -1999413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1999414.125000 Penalty: 3123.507812
	Iteration 23Q: 3 clusters Score -1999414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1999418.625000 Penalty: 3123.507812
	Iteration 24Q: 3 clusters Score -1999419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1999427.500000 Penalty: 3123.507812
	Iteration 25Q: 3 clusters Score -1999428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1999428.250000 Penalty: 3123.507812
	Iteration 26Q: 3 clusters Score -1999428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1999430.875000 Penalty: 3123.507812
	Iteration 27Q: 3 clusters Score -1999431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1999431.500000 Penalty: 3123.507812
	Iteration 28Q: 3 clusters Score -1999432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1999430.125000 Penalty: 3123.507812
	Iteration 29Q: 3 clusters Score -1999430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1999433.250000 Penalty: 3123.507812
	Iteration 30Q: 3 clusters Score -1999433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1999437.125000 Penalty: 3123.507812
	Iteration 31Q: 3 clusters Score -1999437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1999439.750000 Penalty: 3123.507812
	Iteration 32Q: 3 clusters Score -1999440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1999439.125000 Penalty: 3123.507812
	Iteration 33Q: 3 clusters Score -1999439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1999437.500000 Penalty: 3123.507812
	Iteration 34Q: 3 clusters Score -1999438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1999441.250000 Penalty: 3123.507812
	Iteration 35Q: 3 clusters Score -1999441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1999446.000000 Penalty: 3123.507812
	Iteration 36Q: 3 clusters Score -1999446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1999445.375000 Penalty: 3123.507812
	Iteration 37Q: 3 clusters Score -1999445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1999446.375000 Penalty: 3123.507812
	Iteration 38Q: 3 clusters Score -1999446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1999448.625000 Penalty: 3123.507812
	Iteration 39Q: 3 clusters Score -1999449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1999451.250000 Penalty: 3123.507812
	Iteration 40F: 3 clusters Score -1999451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1999452.250000 Penalty: 3123.507812
	Iteration 41Q: 3 clusters Score -1999452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1999453.625000 Penalty: 3123.507812
	Iteration 42Q: 3 clusters Score -1999454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1999453.250000 Penalty: 3123.507812
	Iteration 43Q: 3 clusters Score -1999453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1999453.500000 Penalty: 3123.507812
	Iteration 44Q: 3 clusters Score -1999454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1999453.625000 Penalty: 3123.507812
	Iteration 45Q: 3 clusters Score -1999454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1999456.750000 Penalty: 3123.507812
	Iteration 46Q: 3 clusters Score -1999457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1999457.125000 Penalty: 3123.507812
	Iteration 47Q: 3 clusters Score -1999457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1999458.375000 Penalty: 3123.507812
	Iteration 48Q: 3 clusters Score -1999458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1999457.875000 Penalty: 3123.507812
	Iteration 49Q: 3 clusters Score -1999458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1999460.875000 Penalty: 3123.507812
	Iteration 50Q: 3 clusters Score -1999461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1999464.250000 Penalty: 3123.507812
	Iteration 51Q: 3 clusters Score -1999464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1999466.000000 Penalty: 3123.507812
	Iteration 52Q: 3 clusters Score -1999466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1999469.750000 Penalty: 3123.507812
	Iteration 53Q: 3 clusters Score -1999470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1999468.875000 Penalty: 3123.507812
	Iteration 54Q: 3 clusters Score -1999469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1999467.250000 Penalty: 3123.507812
	Iteration 55Q: 3 clusters Score -1999467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1999470.625000 Penalty: 3123.507812
	Iteration 56Q: 3 clusters Score -1999471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1999469.250000 Penalty: 3123.507812
	Iteration 57Q: 3 clusters Score -1999469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1999481.625000 Penalty: 3123.507812
	Iteration 58Q: 3 clusters Score -1999482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1999490.125000 Penalty: 3123.507812
	Iteration 59Q: 3 clusters Score -1999490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1999501.375000 Penalty: 3123.507812
	Iteration 60F: 3 clusters Score -1999501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1999507.875000 Penalty: 3123.507812
	Iteration 61Q: 3 clusters Score -1999508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1999512.125000 Penalty: 3123.507812
	Iteration 62Q: 3 clusters Score -1999512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1999514.125000 Penalty: 3123.507812
	Iteration 63Q: 3 clusters Score -1999514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1999518.250000 Penalty: 3123.507812
	Iteration 64Q: 3 clusters Score -1999518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1999518.875000 Penalty: 3123.507812
	Iteration 65Q: 3 clusters Score -1999519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1999520.500000 Penalty: 3123.507812
	Iteration 66Q: 3 clusters Score -1999520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1999521.125000 Penalty: 3123.507812
	Iteration 67Q: 3 clusters Score -1999521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1999520.000000 Penalty: 3123.507812
	Iteration 68Q: 3 clusters Score -1999520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1999521.625000 Penalty: 3123.507812
	Iteration 69Q: 3 clusters Score -1999522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1999522.875000 Penalty: 3123.507812
	Iteration 70Q: 3 clusters Score -1999523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1999521.875000 Penalty: 3123.507812
	Iteration 71Q: 3 clusters Score -1999522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1999522.125000 Penalty: 3123.507812
	Iteration 72Q: 3 clusters Score -1999522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1999521.500000 Penalty: 3123.507812
	Iteration 73Q: 3 clusters Score -1999522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1999524.125000 Penalty: 3123.507812
	Iteration 74Q: 3 clusters Score -1999524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1999520.250000 Penalty: 3123.507812
	Iteration 75Q: 3 clusters Score -1999520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1999522.125000 Penalty: 3123.507812
	Iteration 76Q: 3 clusters Score -1999522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1999522.750000 Penalty: 3123.507812
	Iteration 77Q: 3 clusters Score -1999523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1999522.125000 Penalty: 3123.507812
	Iteration 78Q: 3 clusters Score -1999522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1999522.125000 Penalty: 3123.507812
	Iteration 79F: 3 clusters Score -1999522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -526344.625000 Penalty: 1343.502197
	Iteration 0F: 2 clusters Score -526344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -522997.812500 Penalty: 2687.004395
	Iteration 0F: 3 clusters Score -522997.8 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -523888.906250 Penalty: 2687.004395
	Iteration 1F: 3 clusters Score -523888.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -524045.937500 Penalty: 2687.004395
	Iteration 2F: 3 clusters Score -524045.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -524170.687500 Penalty: 2687.004395
	Iteration 3F: 3 clusters Score -524170.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -524261.781250 Penalty: 2687.004395
	Iteration 4Q: 3 clusters Score -524261.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -524352.312500 Penalty: 2687.004395
	Iteration 5Q: 3 clusters Score -524352.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -524448.187500 Penalty: 2687.004395
	Iteration 6Q: 3 clusters Score -524448.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -524522.500000 Penalty: 2687.004395
	Iteration 7Q: 3 clusters Score -524522.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -524572.250000 Penalty: 2687.004395
	Iteration 8Q: 3 clusters Score -524572.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -524612.812500 Penalty: 2687.004395
	Iteration 9Q: 3 clusters Score -524612.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -524646.937500 Penalty: 2687.004395
	Iteration 10Q: 3 clusters Score -524646.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -524680.375000 Penalty: 2687.004395
	Iteration 11Q: 3 clusters Score -524680.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -524713.750000 Penalty: 2687.004395
	Iteration 12Q: 3 clusters Score -524713.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -524746.562500 Penalty: 2687.004395
	Iteration 13Q: 3 clusters Score -524746.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -524772.000000 Penalty: 2687.004395
	Iteration 14Q: 3 clusters Score -524772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -524796.250000 Penalty: 2687.004395
	Iteration 15Q: 3 clusters Score -524796.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -524816.812500 Penalty: 2687.004395
	Iteration 16Q: 3 clusters Score -524816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -524834.437500 Penalty: 2687.004395
	Iteration 17Q: 3 clusters Score -524834.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -524843.062500 Penalty: 2687.004395
	Iteration 18Q: 3 clusters Score -524843.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -524853.187500 Penalty: 2687.004395
	Iteration 19Q: 3 clusters Score -524853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -524858.000000 Penalty: 2687.004395
	Iteration 20F: 3 clusters Score -524858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -524860.750000 Penalty: 2687.004395
	Iteration 21Q: 3 clusters Score -524860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -524862.687500 Penalty: 2687.004395
	Iteration 22Q: 3 clusters Score -524862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -524864.500000 Penalty: 2687.004395
	Iteration 23Q: 3 clusters Score -524864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -524866.312500 Penalty: 2687.004395
	Iteration 24Q: 3 clusters Score -524866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -524867.437500 Penalty: 2687.004395
	Iteration 25Q: 3 clusters Score -524867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -524867.812500 Penalty: 2687.004395
	Iteration 26Q: 3 clusters Score -524867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -524868.937500 Penalty: 2687.004395
	Iteration 27Q: 3 clusters Score -524868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -524870.750000 Penalty: 2687.004395
	Iteration 28Q: 3 clusters Score -524870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524871.687500 Penalty: 2687.004395
	Iteration 29Q: 3 clusters Score -524871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -524871.437500 Penalty: 2687.004395
	Iteration 30Q: 3 clusters Score -524871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -524871.875000 Penalty: 2687.004395
	Iteration 31Q: 3 clusters Score -524871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -524873.250000 Penalty: 2687.004395
	Iteration 32Q: 3 clusters Score -524873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -524873.875000 Penalty: 2687.004395
	Iteration 33Q: 3 clusters Score -524873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -524874.562500 Penalty: 2687.004395
	Iteration 34Q: 3 clusters Score -524874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -524875.625000 Penalty: 2687.004395
	Iteration 35Q: 3 clusters Score -524875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -524875.875000 Penalty: 2687.004395
	Iteration 36Q: 3 clusters Score -524875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -524876.562500 Penalty: 2687.004395
	Iteration 37Q: 3 clusters Score -524876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -524877.437500 Penalty: 2687.004395
	Iteration 38Q: 3 clusters Score -524877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524879.500000 Penalty: 2687.004395
	Iteration 39Q: 3 clusters Score -524879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524880.500000 Penalty: 2687.004395
	Iteration 40F: 3 clusters Score -524880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524881.312500 Penalty: 2687.004395
	Iteration 41Q: 3 clusters Score -524881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -524881.250000 Penalty: 2687.004395
	Iteration 42Q: 3 clusters Score -524881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -524881.937500 Penalty: 2687.004395
	Iteration 43Q: 3 clusters Score -524881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -524881.812500 Penalty: 2687.004395
	Iteration 44Q: 3 clusters Score -524881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -524884.000000 Penalty: 2687.004395
	Iteration 45Q: 3 clusters Score -524884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -524883.062500 Penalty: 2687.004395
	Iteration 46Q: 3 clusters Score -524883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -524884.062500 Penalty: 2687.004395
	Iteration 47Q: 3 clusters Score -524884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524884.500000 Penalty: 2687.004395
	Iteration 48Q: 3 clusters Score -524884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524884.500000 Penalty: 2687.004395
	Iteration 49F: 3 clusters Score -524884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -246113.921875 Penalty: 1224.659180
	Iteration 0F: 2 clusters Score -246113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244142.656250 Penalty: 2449.318359
	Iteration 0F: 3 clusters Score -244142.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -244555.593750 Penalty: 2449.318359
	Iteration 1F: 3 clusters Score -244555.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244664.375000 Penalty: 2449.318359
	Iteration 2F: 3 clusters Score -244664.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244738.015625 Penalty: 2449.318359
	Iteration 3Q: 3 clusters Score -244738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244808.515625 Penalty: 2449.318359
	Iteration 4Q: 3 clusters Score -244808.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244850.859375 Penalty: 2449.318359
	Iteration 5Q: 3 clusters Score -244850.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -244870.890625 Penalty: 2449.318359
	Iteration 6Q: 3 clusters Score -244870.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -244890.593750 Penalty: 2449.318359
	Iteration 7Q: 3 clusters Score -244890.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244907.703125 Penalty: 2449.318359
	Iteration 8Q: 3 clusters Score -244907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -244917.406250 Penalty: 2449.318359
	Iteration 9Q: 3 clusters Score -244917.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -244925.187500 Penalty: 2449.318359
	Iteration 10Q: 3 clusters Score -244925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244931.000000 Penalty: 2449.318359
	Iteration 11Q: 3 clusters Score -244931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244937.812500 Penalty: 2449.318359
	Iteration 12Q: 3 clusters Score -244937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244943.078125 Penalty: 2449.318359
	Iteration 13Q: 3 clusters Score -244943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244944.859375 Penalty: 2449.318359
	Iteration 14Q: 3 clusters Score -244944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244946.890625 Penalty: 2449.318359
	Iteration 15Q: 3 clusters Score -244946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244948.546875 Penalty: 2449.318359
	Iteration 16Q: 3 clusters Score -244948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244950.984375 Penalty: 2449.318359
	Iteration 17Q: 3 clusters Score -244951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244951.765625 Penalty: 2449.318359
	Iteration 18Q: 3 clusters Score -244951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244952.109375 Penalty: 2449.318359
	Iteration 19Q: 3 clusters Score -244952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244952.109375 Penalty: 2449.318359
	Iteration 20F: 3 clusters Score -244952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -1613339.125000 Penalty: 1529.485596
	Iteration 0F: 2 clusters Score -1613339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1604682.500000 Penalty: 3058.971191
	Iteration 0F: 3 clusters Score -1604682 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1607756.500000 Penalty: 3058.971191
	Iteration 1F: 3 clusters Score -1607756 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1608351.500000 Penalty: 3058.971191
	Iteration 2F: 3 clusters Score -1608352 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1609074.750000 Penalty: 3058.971191
	Iteration 3F: 3 clusters Score -1609075 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1609931.500000 Penalty: 3058.971191
	Iteration 4F: 3 clusters Score -1609932 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1610745.250000 Penalty: 3058.971191
	Iteration 5F: 3 clusters Score -1610745 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1611371.500000 Penalty: 3058.971191
	Iteration 6F: 3 clusters Score -1611372 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1611763.750000 Penalty: 3058.971191
	Iteration 7Q: 3 clusters Score -1611764 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1612045.125000 Penalty: 3058.971191
	Iteration 8Q: 3 clusters Score -1612045 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1612237.875000 Penalty: 3058.971191
	Iteration 9Q: 3 clusters Score -1612238 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1612405.375000 Penalty: 3058.971191
	Iteration 10Q: 3 clusters Score -1612405 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1612557.000000 Penalty: 3058.971191
	Iteration 11Q: 3 clusters Score -1612557 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1612769.250000 Penalty: 3058.971191
	Iteration 12Q: 3 clusters Score -1612769 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1613086.875000 Penalty: 3058.971191
	Iteration 13Q: 3 clusters Score -1613087 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1613396.875000 Penalty: 3058.971191
	Iteration 14Q: 3 clusters Score -1613397 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1613605.375000 Penalty: 3058.971191
	Iteration 15Q: 3 clusters Score -1613605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1613734.125000 Penalty: 3058.971191
	Iteration 16Q: 3 clusters Score -1613734 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1613823.250000 Penalty: 3058.971191
	Iteration 17Q: 3 clusters Score -1613823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1613884.125000 Penalty: 3058.971191
	Iteration 18Q: 3 clusters Score -1613884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1613958.625000 Penalty: 3058.971191
	Iteration 19Q: 3 clusters Score -1613959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1614015.250000 Penalty: 3058.971191
	Iteration 20F: 3 clusters Score -1614015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1614081.625000 Penalty: 3058.971191
	Iteration 21Q: 3 clusters Score -1614082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1614177.375000 Penalty: 3058.971191
	Iteration 22Q: 3 clusters Score -1614177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1614271.000000 Penalty: 3058.971191
	Iteration 23Q: 3 clusters Score -1614271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1614373.250000 Penalty: 3058.971191
	Iteration 24Q: 3 clusters Score -1614373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1614417.375000 Penalty: 3058.971191
	Iteration 25Q: 3 clusters Score -1614417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1614461.750000 Penalty: 3058.971191
	Iteration 26Q: 3 clusters Score -1614462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1614493.125000 Penalty: 3058.971191
	Iteration 27Q: 3 clusters Score -1614493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1614519.250000 Penalty: 3058.971191
	Iteration 28Q: 3 clusters Score -1614519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1614533.250000 Penalty: 3058.971191
	Iteration 29Q: 3 clusters Score -1614533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1614538.875000 Penalty: 3058.971191
	Iteration 30Q: 3 clusters Score -1614539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1614551.375000 Penalty: 3058.971191
	Iteration 31Q: 3 clusters Score -1614551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1614558.625000 Penalty: 3058.971191
	Iteration 32Q: 3 clusters Score -1614559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1614562.875000 Penalty: 3058.971191
	Iteration 33Q: 3 clusters Score -1614563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1614561.625000 Penalty: 3058.971191
	Iteration 34Q: 3 clusters Score -1614562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1614565.125000 Penalty: 3058.971191
	Iteration 35Q: 3 clusters Score -1614565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1614559.625000 Penalty: 3058.971191
	Iteration 36Q: 3 clusters Score -1614560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1614561.500000 Penalty: 3058.971191
	Iteration 37Q: 3 clusters Score -1614562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1614563.750000 Penalty: 3058.971191
	Iteration 38Q: 3 clusters Score -1614564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1614563.250000 Penalty: 3058.971191
	Iteration 39Q: 3 clusters Score -1614563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1614564.500000 Penalty: 3058.971191
	Iteration 40F: 3 clusters Score -1614564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1614568.125000 Penalty: 3058.971191
	Iteration 41Q: 3 clusters Score -1614568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1614567.250000 Penalty: 3058.971191
	Iteration 42Q: 3 clusters Score -1614567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1614567.750000 Penalty: 3058.971191
	Iteration 43Q: 3 clusters Score -1614568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1614568.375000 Penalty: 3058.971191
	Iteration 44Q: 3 clusters Score -1614568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1614569.625000 Penalty: 3058.971191
	Iteration 45Q: 3 clusters Score -1614570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1614571.375000 Penalty: 3058.971191
	Iteration 46Q: 3 clusters Score -1614571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1614572.875000 Penalty: 3058.971191
	Iteration 47Q: 3 clusters Score -1614573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1614572.375000 Penalty: 3058.971191
	Iteration 48Q: 3 clusters Score -1614572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1614571.125000 Penalty: 3058.971191
	Iteration 49Q: 3 clusters Score -1614571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1614572.250000 Penalty: 3058.971191
	Iteration 50Q: 3 clusters Score -1614572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1614572.250000 Penalty: 3058.971191
	Iteration 51F: 3 clusters Score -1614572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Entering Unmasked Estep 
Score: -68958064.000000 Penalty: 147803.406250
Splitting cluster 8 changes total score from -68956672.000000 to -68958064.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 9 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -577261.625000 Penalty: 1361.712402
	Iteration 0F: 2 clusters Score -577261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -573687.812500 Penalty: 2723.424805
	Iteration 0F: 3 clusters Score -573687.8 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -574728.500000 Penalty: 2723.424805
	Iteration 1F: 3 clusters Score -574728.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -574932.250000 Penalty: 2723.424805
	Iteration 2F: 3 clusters Score -574932.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -575066.250000 Penalty: 2723.424805
	Iteration 3F: 3 clusters Score -575066.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -575174.062500 Penalty: 2723.424805
	Iteration 4Q: 3 clusters Score -575174.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -575314.562500 Penalty: 2723.424805
	Iteration 5Q: 3 clusters Score -575314.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -575460.312500 Penalty: 2723.424805
	Iteration 6Q: 3 clusters Score -575460.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -575592.312500 Penalty: 2723.424805
	Iteration 7Q: 3 clusters Score -575592.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -575716.125000 Penalty: 2723.424805
	Iteration 8Q: 3 clusters Score -575716.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -575829.500000 Penalty: 2723.424805
	Iteration 9Q: 3 clusters Score -575829.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -575951.375000 Penalty: 2723.424805
	Iteration 10Q: 3 clusters Score -575951.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -576044.000000 Penalty: 2723.424805
	Iteration 11Q: 3 clusters Score -576044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -576116.312500 Penalty: 2723.424805
	Iteration 12Q: 3 clusters Score -576116.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -576181.812500 Penalty: 2723.424805
	Iteration 13Q: 3 clusters Score -576181.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -576259.562500 Penalty: 2723.424805
	Iteration 14Q: 3 clusters Score -576259.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -576339.375000 Penalty: 2723.424805
	Iteration 15Q: 3 clusters Score -576339.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -576412.000000 Penalty: 2723.424805
	Iteration 16Q: 3 clusters Score -576412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -576466.250000 Penalty: 2723.424805
	Iteration 17Q: 3 clusters Score -576466.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -576507.812500 Penalty: 2723.424805
	Iteration 18Q: 3 clusters Score -576507.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -576553.187500 Penalty: 2723.424805
	Iteration 19Q: 3 clusters Score -576553.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -576583.250000 Penalty: 2723.424805
	Iteration 20F: 3 clusters Score -576583.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -576605.062500 Penalty: 2723.424805
	Iteration 21Q: 3 clusters Score -576605.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -576615.750000 Penalty: 2723.424805
	Iteration 22Q: 3 clusters Score -576615.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -576621.187500 Penalty: 2723.424805
	Iteration 23Q: 3 clusters Score -576621.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -576625.250000 Penalty: 2723.424805
	Iteration 24Q: 3 clusters Score -576625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -576626.750000 Penalty: 2723.424805
	Iteration 25Q: 3 clusters Score -576626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -576629.937500 Penalty: 2723.424805
	Iteration 26Q: 3 clusters Score -576629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -576633.187500 Penalty: 2723.424805
	Iteration 27Q: 3 clusters Score -576633.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -576636.125000 Penalty: 2723.424805
	Iteration 28Q: 3 clusters Score -576636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -576635.312500 Penalty: 2723.424805
	Iteration 29Q: 3 clusters Score -576635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -576637.187500 Penalty: 2723.424805
	Iteration 30Q: 3 clusters Score -576637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -576636.312500 Penalty: 2723.424805
	Iteration 31Q: 3 clusters Score -576636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -576636.312500 Penalty: 2723.424805
	Iteration 32F: 3 clusters Score -576636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50718.906250 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -50718.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49765.800781 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -49765.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49912.109375 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -49912.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49976.238281 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -49976.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50072.542969 Penalty: 1969.214966
	Iteration 3F: 3 clusters Score -50072.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50125.800781 Penalty: 1969.214966
	Iteration 4F: 3 clusters Score -50125.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50194.867188 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -50194.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50239.339844 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -50239.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50269.890625 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -50269.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50305.367188 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -50305.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50329.242188 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -50329.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50336.195312 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -50336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50361.082031 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -50361.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50386.507812 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -50386.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50416.562500 Penalty: 1969.214966
	Iteration 13Q: 3 clusters Score -50416.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50437.789062 Penalty: 1969.214966
	Iteration 14Q: 3 clusters Score -50437.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50475.507812 Penalty: 1969.214966
	Iteration 15Q: 3 clusters Score -50475.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50497.578125 Penalty: 1969.214966
	Iteration 16Q: 3 clusters Score -50497.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50509.480469 Penalty: 1969.214966
	Iteration 17Q: 3 clusters Score -50509.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50550.617188 Penalty: 1969.214966
	Iteration 18Q: 3 clusters Score -50550.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50593.746094 Penalty: 1969.214966
	Iteration 19Q: 3 clusters Score -50593.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50664.074219 Penalty: 1969.214966
	Iteration 20F: 3 clusters Score -50664.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50746.164062 Penalty: 1969.214966
	Iteration 21Q: 3 clusters Score -50746.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50780.925781 Penalty: 1969.214966
	Iteration 22Q: 3 clusters Score -50780.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50842.914062 Penalty: 1969.214966
	Iteration 23Q: 3 clusters Score -50842.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50915.351562 Penalty: 1969.214966
	Iteration 24Q: 3 clusters Score -50915.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50936.578125 Penalty: 1969.214966
	Iteration 25Q: 3 clusters Score -50936.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50941.183594 Penalty: 1969.214966
	Iteration 26Q: 3 clusters Score -50941.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50941.183594 Penalty: 1969.214966
	Iteration 27F: 3 clusters Score -50941.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Entering Unmasked Estep 
Score: -68957136.000000 Penalty: 149945.484375
Splitting cluster 10 changes total score from -68956672.000000 to -68957136.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 11 (82884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Entering Unmasked Estep 
Score: -10988211.000000 Penalty: 1840.344604
	Iteration 0F: 2 clusters Score -1.098821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -10936753.000000 Penalty: 3680.689209
	Iteration 0F: 3 clusters Score -1.093675e+07 nChanged 39378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -10959225.000000 Penalty: 3680.689209
	Iteration 1F: 3 clusters Score -1.095922e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -10959752.000000 Penalty: 3680.689209
	Iteration 2Q: 3 clusters Score -1.095975e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10960299.000000 Penalty: 3680.689209
	Iteration 3Q: 3 clusters Score -1.09603e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -10960925.000000 Penalty: 3680.689209
	Iteration 4Q: 3 clusters Score -1.096092e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -10961657.000000 Penalty: 3680.689209
	Iteration 5Q: 3 clusters Score -1.096166e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -10962749.000000 Penalty: 3680.689209
	Iteration 6Q: 3 clusters Score -1.096275e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -10964184.000000 Penalty: 3680.689209
	Iteration 7Q: 3 clusters Score -1.096418e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10966168.000000 Penalty: 3680.689209
	Iteration 8Q: 3 clusters Score -1.096617e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -10968952.000000 Penalty: 3680.689209
	Iteration 9F: 3 clusters Score -1.096895e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -10972455.000000 Penalty: 3680.689209
	Iteration 10F: 3 clusters Score -1.097246e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -10976196.000000 Penalty: 3680.689209
	Iteration 11F: 3 clusters Score -1.09762e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -10979373.000000 Penalty: 3680.689209
	Iteration 12F: 3 clusters Score -1.097937e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -10981619.000000 Penalty: 3680.689209
	Iteration 13Q: 3 clusters Score -1.098162e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -10982967.000000 Penalty: 3680.689209
	Iteration 14Q: 3 clusters Score -1.098297e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -10983854.000000 Penalty: 3680.689209
	Iteration 15Q: 3 clusters Score -1.098385e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -10984517.000000 Penalty: 3680.689209
	Iteration 16Q: 3 clusters Score -1.098452e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -10985106.000000 Penalty: 3680.689209
	Iteration 17Q: 3 clusters Score -1.098511e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -10985513.000000 Penalty: 3680.689209
	Iteration 18Q: 3 clusters Score -1.098551e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -10985777.000000 Penalty: 3680.689209
	Iteration 19Q: 3 clusters Score -1.098578e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -10986018.000000 Penalty: 3680.689209
	Iteration 20F: 3 clusters Score -1.098602e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10986147.000000 Penalty: 3680.689209
	Iteration 21Q: 3 clusters Score -1.098615e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10986275.000000 Penalty: 3680.689209
	Iteration 22Q: 3 clusters Score -1.098628e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10986360.000000 Penalty: 3680.689209
	Iteration 23Q: 3 clusters Score -1.098636e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10986412.000000 Penalty: 3680.689209
	Iteration 24Q: 3 clusters Score -1.098641e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10986464.000000 Penalty: 3680.689209
	Iteration 25Q: 3 clusters Score -1.098646e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10986554.000000 Penalty: 3680.689209
	Iteration 26Q: 3 clusters Score -1.098655e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10986599.000000 Penalty: 3680.689209
	Iteration 27Q: 3 clusters Score -1.09866e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10986635.000000 Penalty: 3680.689209
	Iteration 28Q: 3 clusters Score -1.098664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10986678.000000 Penalty: 3680.689209
	Iteration 29Q: 3 clusters Score -1.098668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10986721.000000 Penalty: 3680.689209
	Iteration 30Q: 3 clusters Score -1.098672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10986745.000000 Penalty: 3680.689209
	Iteration 31Q: 3 clusters Score -1.098674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10986765.000000 Penalty: 3680.689209
	Iteration 32Q: 3 clusters Score -1.098676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10986788.000000 Penalty: 3680.689209
	Iteration 33Q: 3 clusters Score -1.098679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10986816.000000 Penalty: 3680.689209
	Iteration 34Q: 3 clusters Score -1.098682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10986891.000000 Penalty: 3680.689209
	Iteration 35Q: 3 clusters Score -1.098689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10987001.000000 Penalty: 3680.689209
	Iteration 36Q: 3 clusters Score -1.0987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10987034.000000 Penalty: 3680.689209
	Iteration 37Q: 3 clusters Score -1.098703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10987072.000000 Penalty: 3680.689209
	Iteration 38Q: 3 clusters Score -1.098707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10987082.000000 Penalty: 3680.689209
	Iteration 39Q: 3 clusters Score -1.098708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10987105.000000 Penalty: 3680.689209
	Iteration 40F: 3 clusters Score -1.09871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10987101.000000 Penalty: 3680.689209
	Iteration 41Q: 3 clusters Score -1.09871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10987125.000000 Penalty: 3680.689209
	Iteration 42Q: 3 clusters Score -1.098712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10987133.000000 Penalty: 3680.689209
	Iteration 43Q: 3 clusters Score -1.098713e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10987147.000000 Penalty: 3680.689209
	Iteration 44Q: 3 clusters Score -1.098715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10987154.000000 Penalty: 3680.689209
	Iteration 45Q: 3 clusters Score -1.098715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10987156.000000 Penalty: 3680.689209
	Iteration 46Q: 3 clusters Score -1.098716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10987165.000000 Penalty: 3680.689209
	Iteration 47Q: 3 clusters Score -1.098716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10987176.000000 Penalty: 3680.689209
	Iteration 48Q: 3 clusters Score -1.098718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10987189.000000 Penalty: 3680.689209
	Iteration 49Q: 3 clusters Score -1.098719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10987198.000000 Penalty: 3680.689209
	Iteration 50Q: 3 clusters Score -1.09872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10987204.000000 Penalty: 3680.689209
	Iteration 51Q: 3 clusters Score -1.09872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10987205.000000 Penalty: 3680.689209
	Iteration 52Q: 3 clusters Score -1.09872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10987223.000000 Penalty: 3680.689209
	Iteration 53Q: 3 clusters Score -1.098722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10987223.000000 Penalty: 3680.689209
	Iteration 54Q: 3 clusters Score -1.098722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10987237.000000 Penalty: 3680.689209
	Iteration 55Q: 3 clusters Score -1.098724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10987257.000000 Penalty: 3680.689209
	Iteration 56Q: 3 clusters Score -1.098726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10987281.000000 Penalty: 3680.689209
	Iteration 57Q: 3 clusters Score -1.098728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10987298.000000 Penalty: 3680.689209
	Iteration 58Q: 3 clusters Score -1.09873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10987302.000000 Penalty: 3680.689209
	Iteration 59Q: 3 clusters Score -1.09873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10987315.000000 Penalty: 3680.689209
	Iteration 60F: 3 clusters Score -1.098732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10987331.000000 Penalty: 3680.689209
	Iteration 61Q: 3 clusters Score -1.098733e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10987355.000000 Penalty: 3680.689209
	Iteration 62Q: 3 clusters Score -1.098736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10987365.000000 Penalty: 3680.689209
	Iteration 63Q: 3 clusters Score -1.098736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10987384.000000 Penalty: 3680.689209
	Iteration 64Q: 3 clusters Score -1.098738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10987391.000000 Penalty: 3680.689209
	Iteration 65Q: 3 clusters Score -1.098739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10987397.000000 Penalty: 3680.689209
	Iteration 66Q: 3 clusters Score -1.09874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10987411.000000 Penalty: 3680.689209
	Iteration 67Q: 3 clusters Score -1.098741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10987433.000000 Penalty: 3680.689209
	Iteration 68Q: 3 clusters Score -1.098743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10987432.000000 Penalty: 3680.689209
	Iteration 69Q: 3 clusters Score -1.098743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10987433.000000 Penalty: 3680.689209
	Iteration 70Q: 3 clusters Score -1.098743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10987440.000000 Penalty: 3680.689209
	Iteration 71Q: 3 clusters Score -1.098744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10987456.000000 Penalty: 3680.689209
	Iteration 72Q: 3 clusters Score -1.098746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10987492.000000 Penalty: 3680.689209
	Iteration 73Q: 3 clusters Score -1.098749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10987510.000000 Penalty: 3680.689209
	Iteration 74Q: 3 clusters Score -1.098751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10987523.000000 Penalty: 3680.689209
	Iteration 75Q: 3 clusters Score -1.098752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10987529.000000 Penalty: 3680.689209
	Iteration 76Q: 3 clusters Score -1.098753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10987537.000000 Penalty: 3680.689209
	Iteration 77Q: 3 clusters Score -1.098754e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10987578.000000 Penalty: 3680.689209
	Iteration 78Q: 3 clusters Score -1.098758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10987608.000000 Penalty: 3680.689209
	Iteration 79Q: 3 clusters Score -1.098761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -10987629.000000 Penalty: 3680.689209
	Iteration 80F: 3 clusters Score -1.098763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10987656.000000 Penalty: 3680.689209
	Iteration 81Q: 3 clusters Score -1.098766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10987661.000000 Penalty: 3680.689209
	Iteration 82Q: 3 clusters Score -1.098766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10987659.000000 Penalty: 3680.689209
	Iteration 83Q: 3 clusters Score -1.098766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10987678.000000 Penalty: 3680.689209
	Iteration 84Q: 3 clusters Score -1.098768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10987673.000000 Penalty: 3680.689209
	Iteration 85Q: 3 clusters Score -1.098767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10987698.000000 Penalty: 3680.689209
	Iteration 86Q: 3 clusters Score -1.09877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10987712.000000 Penalty: 3680.689209
	Iteration 87Q: 3 clusters Score -1.098771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10987721.000000 Penalty: 3680.689209
	Iteration 88Q: 3 clusters Score -1.098772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10987729.000000 Penalty: 3680.689209
	Iteration 89Q: 3 clusters Score -1.098773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10987729.000000 Penalty: 3680.689209
	Iteration 90Q: 3 clusters Score -1.098773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10987741.000000 Penalty: 3680.689209
	Iteration 91Q: 3 clusters Score -1.098774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10987742.000000 Penalty: 3680.689209
	Iteration 92Q: 3 clusters Score -1.098774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10987746.000000 Penalty: 3680.689209
	Iteration 93Q: 3 clusters Score -1.098775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10987747.000000 Penalty: 3680.689209
	Iteration 94Q: 3 clusters Score -1.098775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10987761.000000 Penalty: 3680.689209
	Iteration 95Q: 3 clusters Score -1.098776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10987764.000000 Penalty: 3680.689209
	Iteration 96Q: 3 clusters Score -1.098776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10987761.000000 Penalty: 3680.689209
	Iteration 97Q: 3 clusters Score -1.098776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10987760.000000 Penalty: 3680.689209
	Iteration 98Q: 3 clusters Score -1.098776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10987755.000000 Penalty: 3680.689209
	Iteration 99Q: 3 clusters Score -1.098776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10987770.000000 Penalty: 3680.689209
	Iteration 100F: 3 clusters Score -1.098777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10987761.000000 Penalty: 3680.689209
	Iteration 101Q: 3 clusters Score -1.098776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10987770.000000 Penalty: 3680.689209
	Iteration 102Q: 3 clusters Score -1.098777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10987777.000000 Penalty: 3680.689209
	Iteration 103Q: 3 clusters Score -1.098778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10987783.000000 Penalty: 3680.689209
	Iteration 104Q: 3 clusters Score -1.098778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10987788.000000 Penalty: 3680.689209
	Iteration 105Q: 3 clusters Score -1.098779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10987788.000000 Penalty: 3680.689209
	Iteration 106Q: 3 clusters Score -1.098779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10987784.000000 Penalty: 3680.689209
	Iteration 107Q: 3 clusters Score -1.098778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10987786.000000 Penalty: 3680.689209
	Iteration 108Q: 3 clusters Score -1.098779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10987784.000000 Penalty: 3680.689209
	Iteration 109Q: 3 clusters Score -1.098778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -10987779.000000 Penalty: 3680.689209
	Iteration 110Q: 3 clusters Score -1.098778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10987783.000000 Penalty: 3680.689209
	Iteration 111Q: 3 clusters Score -1.098778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10987783.000000 Penalty: 3680.689209
	Iteration 112F: 3 clusters Score -1.098778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -128198.195312 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -128198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126748.312500 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -126748.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127175.093750 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -127175.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127326.390625 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -127326.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127532.421875 Penalty: 2246.964600
	Iteration 3F: 3 clusters Score -127532.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127673.781250 Penalty: 2246.964600
	Iteration 4F: 3 clusters Score -127673.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127804.953125 Penalty: 2246.964600
	Iteration 5F: 3 clusters Score -127805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127939.125000 Penalty: 2246.964600
	Iteration 6F: 3 clusters Score -127939.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128087.218750 Penalty: 2246.964600
	Iteration 7F: 3 clusters Score -128087.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128282.679688 Penalty: 2246.964600
	Iteration 8F: 3 clusters Score -128282.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128568.812500 Penalty: 2246.964600
	Iteration 9F: 3 clusters Score -128568.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128846.507812 Penalty: 2246.964600
	Iteration 10F: 3 clusters Score -128846.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128923.023438 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -128923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128949.085938 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -128949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128955.281250 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -128955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128961.359375 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -128961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128961.359375 Penalty: 2246.964600
	Iteration 15F: 3 clusters Score -128961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Entering Unmasked Estep 
Score: -68956872.000000 Penalty: 152087.562500
Splitting cluster 12 changes total score from -68956672.000000 to -68956872.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 13 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -243446.250000 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -243446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -241475.953125 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -241476 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -241954.359375 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -241954.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242138.921875 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -242138.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242245.656250 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -242245.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242322.718750 Penalty: 2446.008057
	Iteration 4Q: 3 clusters Score -242322.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242380.421875 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -242380.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242448.937500 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -242448.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242509.343750 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -242509.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242560.515625 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -242560.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -242600.140625 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -242600.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242640.937500 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -242640.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242674.421875 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -242674.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242706.265625 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -242706.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -242736.000000 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -242736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -242759.453125 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -242759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -242777.250000 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -242777.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -242799.828125 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -242799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242820.703125 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -242820.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -242833.531250 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -242833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -242845.218750 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -242845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -242859.406250 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -242859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -242867.921875 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -242867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -242877.015625 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -242877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -242882.093750 Penalty: 2446.008057
	Iteration 23Q: 3 clusters Score -242882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -242889.703125 Penalty: 2446.008057
	Iteration 24Q: 3 clusters Score -242889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -242898.890625 Penalty: 2446.008057
	Iteration 25Q: 3 clusters Score -242898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242919.953125 Penalty: 2446.008057
	Iteration 26Q: 3 clusters Score -242920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -242984.125000 Penalty: 2446.008057
	Iteration 27Q: 3 clusters Score -242984.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243210.218750 Penalty: 2446.008057
	Iteration 28Q: 3 clusters Score -243210.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243331.671875 Penalty: 2446.008057
	Iteration 29Q: 3 clusters Score -243331.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243369.281250 Penalty: 2446.008057
	Iteration 30Q: 3 clusters Score -243369.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243389.921875 Penalty: 2446.008057
	Iteration 31Q: 3 clusters Score -243389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243400.062500 Penalty: 2446.008057
	Iteration 32Q: 3 clusters Score -243400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -243403.906250 Penalty: 2446.008057
	Iteration 33Q: 3 clusters Score -243403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243406.656250 Penalty: 2446.008057
	Iteration 34Q: 3 clusters Score -243406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243407.500000 Penalty: 2446.008057
	Iteration 35Q: 3 clusters Score -243407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243407.640625 Penalty: 2446.008057
	Iteration 36Q: 3 clusters Score -243407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243407.640625 Penalty: 2446.008057
	Iteration 37F: 3 clusters Score -243407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6283.613281 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -6283.613 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 60 members 
Entering Unmasked Estep 
Score: -5665.585449 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -5665.585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5728.834473 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -5728.834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5749.285645 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -5749.286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5749.285645 Penalty: 1586.910645
	Iteration 3F: 3 clusters Score -5749.286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -240480.093750 Penalty: 1225.178345
	Iteration 0F: 2 clusters Score -240480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -238476.703125 Penalty: 2450.356689
	Iteration 0F: 3 clusters Score -238476.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -238967.453125 Penalty: 2450.356689
	Iteration 1F: 3 clusters Score -238967.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -239066.593750 Penalty: 2450.356689
	Iteration 2F: 3 clusters Score -239066.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239124.578125 Penalty: 2450.356689
	Iteration 3Q: 3 clusters Score -239124.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239177.796875 Penalty: 2450.356689
	Iteration 4Q: 3 clusters Score -239177.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -239228.703125 Penalty: 2450.356689
	Iteration 5Q: 3 clusters Score -239228.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239296.656250 Penalty: 2450.356689
	Iteration 6Q: 3 clusters Score -239296.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -239370.281250 Penalty: 2450.356689
	Iteration 7Q: 3 clusters Score -239370.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239450.437500 Penalty: 2450.356689
	Iteration 8Q: 3 clusters Score -239450.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -239536.640625 Penalty: 2450.356689
	Iteration 9Q: 3 clusters Score -239536.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -239617.062500 Penalty: 2450.356689
	Iteration 10Q: 3 clusters Score -239617.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -239677.531250 Penalty: 2450.356689
	Iteration 11Q: 3 clusters Score -239677.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -239746.203125 Penalty: 2450.356689
	Iteration 12Q: 3 clusters Score -239746.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -239783.500000 Penalty: 2450.356689
	Iteration 13Q: 3 clusters Score -239783.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -239810.593750 Penalty: 2450.356689
	Iteration 14Q: 3 clusters Score -239810.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239829.843750 Penalty: 2450.356689
	Iteration 15Q: 3 clusters Score -239829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239842.109375 Penalty: 2450.356689
	Iteration 16Q: 3 clusters Score -239842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239849.968750 Penalty: 2450.356689
	Iteration 17Q: 3 clusters Score -239850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -239857.796875 Penalty: 2450.356689
	Iteration 18Q: 3 clusters Score -239857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -239865.062500 Penalty: 2450.356689
	Iteration 19Q: 3 clusters Score -239865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -239870.640625 Penalty: 2450.356689
	Iteration 20F: 3 clusters Score -239870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -239876.937500 Penalty: 2450.356689
	Iteration 21Q: 3 clusters Score -239876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -239882.843750 Penalty: 2450.356689
	Iteration 22Q: 3 clusters Score -239882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -239885.046875 Penalty: 2450.356689
	Iteration 23Q: 3 clusters Score -239885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -239887.937500 Penalty: 2450.356689
	Iteration 24Q: 3 clusters Score -239887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -239896.312500 Penalty: 2450.356689
	Iteration 25Q: 3 clusters Score -239896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -239898.781250 Penalty: 2450.356689
	Iteration 26Q: 3 clusters Score -239898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -239901.812500 Penalty: 2450.356689
	Iteration 27Q: 3 clusters Score -239901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -239901.859375 Penalty: 2450.356689
	Iteration 28Q: 3 clusters Score -239901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -239901.859375 Penalty: 2450.356689
	Iteration 29F: 3 clusters Score -239901.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Entering Unmasked Estep 
Score: -898845.437500 Penalty: 1439.577271
	Iteration 0F: 2 clusters Score -898845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -893581.687500 Penalty: 2879.154541
	Iteration 0F: 3 clusters Score -893581.7 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -895245.812500 Penalty: 2879.154541
	Iteration 1F: 3 clusters Score -895245.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -895514.750000 Penalty: 2879.154541
	Iteration 2F: 3 clusters Score -895514.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -895733.625000 Penalty: 2879.154541
	Iteration 3F: 3 clusters Score -895733.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -895961.500000 Penalty: 2879.154541
	Iteration 4F: 3 clusters Score -895961.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -896204.062500 Penalty: 2879.154541
	Iteration 5F: 3 clusters Score -896204.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -896465.375000 Penalty: 2879.154541
	Iteration 6Q: 3 clusters Score -896465.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -896787.625000 Penalty: 2879.154541
	Iteration 7Q: 3 clusters Score -896787.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -897134.812500 Penalty: 2879.154541
	Iteration 8Q: 3 clusters Score -897134.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -897362.000000 Penalty: 2879.154541
	Iteration 9Q: 3 clusters Score -897362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -897512.562500 Penalty: 2879.154541
	Iteration 10Q: 3 clusters Score -897512.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -897619.500000 Penalty: 2879.154541
	Iteration 11Q: 3 clusters Score -897619.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -897710.812500 Penalty: 2879.154541
	Iteration 12Q: 3 clusters Score -897710.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -897782.375000 Penalty: 2879.154541
	Iteration 13Q: 3 clusters Score -897782.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -897832.000000 Penalty: 2879.154541
	Iteration 14Q: 3 clusters Score -897832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -897861.125000 Penalty: 2879.154541
	Iteration 15Q: 3 clusters Score -897861.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -897890.062500 Penalty: 2879.154541
	Iteration 16Q: 3 clusters Score -897890.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -897914.875000 Penalty: 2879.154541
	Iteration 17Q: 3 clusters Score -897914.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -897934.687500 Penalty: 2879.154541
	Iteration 18Q: 3 clusters Score -897934.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -897962.812500 Penalty: 2879.154541
	Iteration 19Q: 3 clusters Score -897962.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -897989.000000 Penalty: 2879.154541
	Iteration 20F: 3 clusters Score -897989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -898010.625000 Penalty: 2879.154541
	Iteration 21Q: 3 clusters Score -898010.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -898035.562500 Penalty: 2879.154541
	Iteration 22Q: 3 clusters Score -898035.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -898056.250000 Penalty: 2879.154541
	Iteration 23Q: 3 clusters Score -898056.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -898090.312500 Penalty: 2879.154541
	Iteration 24Q: 3 clusters Score -898090.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -898121.625000 Penalty: 2879.154541
	Iteration 25Q: 3 clusters Score -898121.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -898159.062500 Penalty: 2879.154541
	Iteration 26Q: 3 clusters Score -898159.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -898199.875000 Penalty: 2879.154541
	Iteration 27Q: 3 clusters Score -898199.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -898237.250000 Penalty: 2879.154541
	Iteration 28Q: 3 clusters Score -898237.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -898316.750000 Penalty: 2879.154541
	Iteration 29Q: 3 clusters Score -898316.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -898415.500000 Penalty: 2879.154541
	Iteration 30Q: 3 clusters Score -898415.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -898546.312500 Penalty: 2879.154541
	Iteration 31Q: 3 clusters Score -898546.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -898717.125000 Penalty: 2879.154541
	Iteration 32Q: 3 clusters Score -898717.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -898854.750000 Penalty: 2879.154541
	Iteration 33Q: 3 clusters Score -898854.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -898930.000000 Penalty: 2879.154541
	Iteration 34Q: 3 clusters Score -898930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -898968.812500 Penalty: 2879.154541
	Iteration 35Q: 3 clusters Score -898968.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -898984.187500 Penalty: 2879.154541
	Iteration 36Q: 3 clusters Score -898984.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -898993.062500 Penalty: 2879.154541
	Iteration 37Q: 3 clusters Score -898993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -898998.625000 Penalty: 2879.154541
	Iteration 38Q: 3 clusters Score -898998.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -899009.937500 Penalty: 2879.154541
	Iteration 39Q: 3 clusters Score -899009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -899059.187500 Penalty: 2879.154541
	Iteration 40F: 3 clusters Score -899059.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -899093.312500 Penalty: 2879.154541
	Iteration 41Q: 3 clusters Score -899093.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -899109.625000 Penalty: 2879.154541
	Iteration 42Q: 3 clusters Score -899109.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -899125.250000 Penalty: 2879.154541
	Iteration 43Q: 3 clusters Score -899125.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -899133.500000 Penalty: 2879.154541
	Iteration 44Q: 3 clusters Score -899133.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -899133.062500 Penalty: 2879.154541
	Iteration 45Q: 3 clusters Score -899133.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -899137.062500 Penalty: 2879.154541
	Iteration 46Q: 3 clusters Score -899137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -899139.500000 Penalty: 2879.154541
	Iteration 47Q: 3 clusters Score -899139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -899142.187500 Penalty: 2879.154541
	Iteration 48Q: 3 clusters Score -899142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -899142.875000 Penalty: 2879.154541
	Iteration 49Q: 3 clusters Score -899142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -899142.687500 Penalty: 2879.154541
	Iteration 50Q: 3 clusters Score -899142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -899146.125000 Penalty: 2879.154541
	Iteration 51Q: 3 clusters Score -899146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -899145.875000 Penalty: 2879.154541
	Iteration 52Q: 3 clusters Score -899145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -899148.687500 Penalty: 2879.154541
	Iteration 53Q: 3 clusters Score -899148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -899148.062500 Penalty: 2879.154541
	Iteration 54Q: 3 clusters Score -899148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -899149.875000 Penalty: 2879.154541
	Iteration 55Q: 3 clusters Score -899149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -899150.437500 Penalty: 2879.154541
	Iteration 56Q: 3 clusters Score -899150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -899151.750000 Penalty: 2879.154541
	Iteration 57Q: 3 clusters Score -899151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -899151.312500 Penalty: 2879.154541
	Iteration 58Q: 3 clusters Score -899151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -899152.187500 Penalty: 2879.154541
	Iteration 59Q: 3 clusters Score -899152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -899151.437500 Penalty: 2879.154541
	Iteration 60F: 3 clusters Score -899151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 4365 members 
Entering Unmasked Estep 
Score: -68956456.000000 Penalty: 154229.640625
Splitting cluster 16 changes total score from -68956672.000000 to -68956456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -171719.140625 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -171719.1 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: -170281.015625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -170281 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -170615.000000 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -170615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -170774.703125 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -170774.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -170874.546875 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -170874.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170972.718750 Penalty: 2280.106445
	Iteration 4F: 3 clusters Score -170972.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171035.375000 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -171035.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171090.750000 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -171090.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -171143.171875 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -171143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -171188.859375 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -171188.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -171211.875000 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -171211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -171237.078125 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -171237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -171259.625000 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -171259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -171268.500000 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -171268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -171273.015625 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -171273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -171280.265625 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -171280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -171284.281250 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -171284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -171286.234375 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -171286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -171287.187500 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -171287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171287.593750 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -171287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171289.718750 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -171289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -171290.140625 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -171290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171290.921875 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -171290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171290.921875 Penalty: 2280.106445
	Iteration 22F: 3 clusters Score -171290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -549435.625000 Penalty: 1359.610840
	Iteration 0F: 2 clusters Score -549435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -545985.375000 Penalty: 2719.221680
	Iteration 0F: 3 clusters Score -545985.4 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -547154.062500 Penalty: 2719.221680
	Iteration 1F: 3 clusters Score -547154.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -547530.625000 Penalty: 2719.221680
	Iteration 2F: 3 clusters Score -547530.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -547901.937500 Penalty: 2719.221680
	Iteration 3F: 3 clusters Score -547901.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -548153.687500 Penalty: 2719.221680
	Iteration 4F: 3 clusters Score -548153.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -548324.562500 Penalty: 2719.221680
	Iteration 5F: 3 clusters Score -548324.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -548418.937500 Penalty: 2719.221680
	Iteration 6Q: 3 clusters Score -548418.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -548474.062500 Penalty: 2719.221680
	Iteration 7Q: 3 clusters Score -548474.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -548510.437500 Penalty: 2719.221680
	Iteration 8Q: 3 clusters Score -548510.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -548537.937500 Penalty: 2719.221680
	Iteration 9Q: 3 clusters Score -548537.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -548560.687500 Penalty: 2719.221680
	Iteration 10Q: 3 clusters Score -548560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -548569.562500 Penalty: 2719.221680
	Iteration 11Q: 3 clusters Score -548569.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -548579.437500 Penalty: 2719.221680
	Iteration 12Q: 3 clusters Score -548579.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -548587.625000 Penalty: 2719.221680
	Iteration 13Q: 3 clusters Score -548587.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -548592.812500 Penalty: 2719.221680
	Iteration 14Q: 3 clusters Score -548592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -548595.312500 Penalty: 2719.221680
	Iteration 15Q: 3 clusters Score -548595.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -548597.500000 Penalty: 2719.221680
	Iteration 16Q: 3 clusters Score -548597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -548601.625000 Penalty: 2719.221680
	Iteration 17Q: 3 clusters Score -548601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -548603.875000 Penalty: 2719.221680
	Iteration 18Q: 3 clusters Score -548603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -548606.562500 Penalty: 2719.221680
	Iteration 19Q: 3 clusters Score -548606.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -548608.625000 Penalty: 2719.221680
	Iteration 20F: 3 clusters Score -548608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -548611.562500 Penalty: 2719.221680
	Iteration 21Q: 3 clusters Score -548611.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -548614.125000 Penalty: 2719.221680
	Iteration 22Q: 3 clusters Score -548614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -548614.250000 Penalty: 2719.221680
	Iteration 23Q: 3 clusters Score -548614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -548613.500000 Penalty: 2719.221680
	Iteration 24Q: 3 clusters Score -548613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -548614.000000 Penalty: 2719.221680
	Iteration 25Q: 3 clusters Score -548614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -548614.750000 Penalty: 2719.221680
	Iteration 26Q: 3 clusters Score -548614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -548615.562500 Penalty: 2719.221680
	Iteration 27Q: 3 clusters Score -548615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -548616.125000 Penalty: 2719.221680
	Iteration 28Q: 3 clusters Score -548616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -548618.687500 Penalty: 2719.221680
	Iteration 29Q: 3 clusters Score -548618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -548619.750000 Penalty: 2719.221680
	Iteration 30Q: 3 clusters Score -548619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -548619.187500 Penalty: 2719.221680
	Iteration 31Q: 3 clusters Score -548619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -548619.875000 Penalty: 2719.221680
	Iteration 32Q: 3 clusters Score -548619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -548621.125000 Penalty: 2719.221680
	Iteration 33Q: 3 clusters Score -548621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -548623.500000 Penalty: 2719.221680
	Iteration 34Q: 3 clusters Score -548623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -548625.312500 Penalty: 2719.221680
	Iteration 35Q: 3 clusters Score -548625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -548626.875000 Penalty: 2719.221680
	Iteration 36Q: 3 clusters Score -548626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -548628.687500 Penalty: 2719.221680
	Iteration 37Q: 3 clusters Score -548628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -548629.687500 Penalty: 2719.221680
	Iteration 38Q: 3 clusters Score -548629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -548632.062500 Penalty: 2719.221680
	Iteration 39Q: 3 clusters Score -548632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -548631.937500 Penalty: 2719.221680
	Iteration 40F: 3 clusters Score -548631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -548633.000000 Penalty: 2719.221680
	Iteration 41Q: 3 clusters Score -548633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -548633.500000 Penalty: 2719.221680
	Iteration 42Q: 3 clusters Score -548633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -548633.562500 Penalty: 2719.221680
	Iteration 43Q: 3 clusters Score -548633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -548637.437500 Penalty: 2719.221680
	Iteration 44Q: 3 clusters Score -548637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -548638.062500 Penalty: 2719.221680
	Iteration 45Q: 3 clusters Score -548638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -548639.500000 Penalty: 2719.221680
	Iteration 46Q: 3 clusters Score -548639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -548639.250000 Penalty: 2719.221680
	Iteration 47Q: 3 clusters Score -548639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -548640.000000 Penalty: 2719.221680
	Iteration 48Q: 3 clusters Score -548640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -548640.312500 Penalty: 2719.221680
	Iteration 49Q: 3 clusters Score -548640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -548641.000000 Penalty: 2719.221680
	Iteration 50Q: 3 clusters Score -548641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -548640.375000 Penalty: 2719.221680
	Iteration 51Q: 3 clusters Score -548640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -548641.625000 Penalty: 2719.221680
	Iteration 52Q: 3 clusters Score -548641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -548643.500000 Penalty: 2719.221680
	Iteration 53Q: 3 clusters Score -548643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -548646.750000 Penalty: 2719.221680
	Iteration 54Q: 3 clusters Score -548646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -548651.500000 Penalty: 2719.221680
	Iteration 55Q: 3 clusters Score -548651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -548653.500000 Penalty: 2719.221680
	Iteration 56Q: 3 clusters Score -548653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -548657.750000 Penalty: 2719.221680
	Iteration 57Q: 3 clusters Score -548657.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -548665.812500 Penalty: 2719.221680
	Iteration 58Q: 3 clusters Score -548665.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -548674.062500 Penalty: 2719.221680
	Iteration 59Q: 3 clusters Score -548674.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -548679.312500 Penalty: 2719.221680
	Iteration 60F: 3 clusters Score -548679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -548688.250000 Penalty: 2719.221680
	Iteration 61Q: 3 clusters Score -548688.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -548706.062500 Penalty: 2719.221680
	Iteration 62Q: 3 clusters Score -548706.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -548732.625000 Penalty: 2719.221680
	Iteration 63Q: 3 clusters Score -548732.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -548755.375000 Penalty: 2719.221680
	Iteration 64Q: 3 clusters Score -548755.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -548784.187500 Penalty: 2719.221680
	Iteration 65Q: 3 clusters Score -548784.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -548820.562500 Penalty: 2719.221680
	Iteration 66Q: 3 clusters Score -548820.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -548848.625000 Penalty: 2719.221680
	Iteration 67Q: 3 clusters Score -548848.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -548874.312500 Penalty: 2719.221680
	Iteration 68Q: 3 clusters Score -548874.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -548888.687500 Penalty: 2719.221680
	Iteration 69Q: 3 clusters Score -548888.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -548899.500000 Penalty: 2719.221680
	Iteration 70Q: 3 clusters Score -548899.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -548905.187500 Penalty: 2719.221680
	Iteration 71Q: 3 clusters Score -548905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -548907.437500 Penalty: 2719.221680
	Iteration 72Q: 3 clusters Score -548907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -548911.625000 Penalty: 2719.221680
	Iteration 73Q: 3 clusters Score -548911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -548914.937500 Penalty: 2719.221680
	Iteration 74Q: 3 clusters Score -548914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -548917.687500 Penalty: 2719.221680
	Iteration 75Q: 3 clusters Score -548917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -548919.687500 Penalty: 2719.221680
	Iteration 76Q: 3 clusters Score -548919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -548921.250000 Penalty: 2719.221680
	Iteration 77Q: 3 clusters Score -548921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -548921.250000 Penalty: 2719.221680
	Iteration 78F: 3 clusters Score -548921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -172826.515625 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -172826.5 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 663 members 
Entering Unmasked Estep 
Score: -171143.828125 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -171143.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -171595.234375 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -171595.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171815.859375 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -171815.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -171970.828125 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -171970.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -172074.875000 Penalty: 2351.107666
	Iteration 4F: 3 clusters Score -172074.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172137.859375 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -172137.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172168.484375 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -172168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -172183.109375 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -172183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -172193.515625 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -172193.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -172205.140625 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -172205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -172217.609375 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -172217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -172231.015625 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -172231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -172240.953125 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -172241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -172247.906250 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -172247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -172257.750000 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -172257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -172267.281250 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -172267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -172280.390625 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -172280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -172290.281250 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -172290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -172296.531250 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -172296.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172300.484375 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -172300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -172301.078125 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -172301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -172302.187500 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -172302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -172302.187500 Penalty: 2351.107666
	Iteration 22F: 3 clusters Score -172302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -10182.835938 Penalty: 759.334656
	Iteration 0F: 2 clusters Score -10182.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9848.623047 Penalty: 1518.669312
	Iteration 0F: 3 clusters Score -9848.623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10042.256836 Penalty: 1518.669312
	Iteration 1F: 3 clusters Score -10042.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10057.316406 Penalty: 1518.669312
	Iteration 2Q: 3 clusters Score -10057.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10057.316406 Penalty: 1518.669312
	Iteration 3F: 3 clusters Score -10057.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -76323.226562 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -76323.23 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 305 members 
Entering Unmasked Estep 
Score: -75195.765625 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -75195.77 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75433.875000 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -75433.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75517.742188 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -75517.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75579.750000 Penalty: 2108.002197
	Iteration 3Q: 3 clusters Score -75579.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75641.531250 Penalty: 2108.002197
	Iteration 4F: 3 clusters Score -75641.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75787.250000 Penalty: 2108.002197
	Iteration 5F: 3 clusters Score -75787.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75983.984375 Penalty: 2108.002197
	Iteration 6F: 3 clusters Score -75983.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76101.523438 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -76101.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76191.617188 Penalty: 2108.002197
	Iteration 8Q: 3 clusters Score -76191.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76247.046875 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -76247.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76286.351562 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -76286.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76324.296875 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -76324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76349.281250 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -76349.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76365.414062 Penalty: 2108.002197
	Iteration 13Q: 3 clusters Score -76365.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76386.578125 Penalty: 2108.002197
	Iteration 14Q: 3 clusters Score -76386.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76418.539062 Penalty: 2108.002197
	Iteration 15Q: 3 clusters Score -76418.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76445.609375 Penalty: 2108.002197
	Iteration 16Q: 3 clusters Score -76445.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76476.257812 Penalty: 2108.002197
	Iteration 17Q: 3 clusters Score -76476.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76489.070312 Penalty: 2108.002197
	Iteration 18Q: 3 clusters Score -76489.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76504.054688 Penalty: 2108.002197
	Iteration 19Q: 3 clusters Score -76504.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76514.812500 Penalty: 2108.002197
	Iteration 20F: 3 clusters Score -76514.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76521.015625 Penalty: 2108.002197
	Iteration 21Q: 3 clusters Score -76521.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76521.015625 Penalty: 2108.002197
	Iteration 22F: 3 clusters Score -76521.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 370 members 
Entering Unmasked Estep 
Score: -68955968.000000 Penalty: 154229.640625
Splitting cluster 21 changes total score from -68956672.000000 to -68955968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -66332.242188 Penalty: 1022.078796
	Iteration 0F: 2 clusters Score -66332.24 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: -65238.003906 Penalty: 2044.157593
	Iteration 0F: 3 clusters Score -65238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65435.828125 Penalty: 2044.157593
	Iteration 1F: 3 clusters Score -65435.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65527.824219 Penalty: 2044.157593
	Iteration 2F: 3 clusters Score -65527.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65585.515625 Penalty: 2044.157593
	Iteration 3F: 3 clusters Score -65585.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65611.765625 Penalty: 2044.157593
	Iteration 4Q: 3 clusters Score -65611.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65645.500000 Penalty: 2044.157593
	Iteration 5Q: 3 clusters Score -65645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65647.757812 Penalty: 2044.157593
	Iteration 6Q: 3 clusters Score -65647.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65650.757812 Penalty: 2044.157593
	Iteration 7Q: 3 clusters Score -65650.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65656.210938 Penalty: 2044.157593
	Iteration 8Q: 3 clusters Score -65656.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65669.093750 Penalty: 2044.157593
	Iteration 9Q: 3 clusters Score -65669.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65679.304688 Penalty: 2044.157593
	Iteration 10Q: 3 clusters Score -65679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65692.085938 Penalty: 2044.157593
	Iteration 11Q: 3 clusters Score -65692.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65719.382812 Penalty: 2044.157593
	Iteration 12Q: 3 clusters Score -65719.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65751.140625 Penalty: 2044.157593
	Iteration 13Q: 3 clusters Score -65751.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65789.765625 Penalty: 2044.157593
	Iteration 14Q: 3 clusters Score -65789.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65813.789062 Penalty: 2044.157593
	Iteration 15Q: 3 clusters Score -65813.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65827.601562 Penalty: 2044.157593
	Iteration 16Q: 3 clusters Score -65827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65851.671875 Penalty: 2044.157593
	Iteration 17Q: 3 clusters Score -65851.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65870.562500 Penalty: 2044.157593
	Iteration 18Q: 3 clusters Score -65870.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65884.414062 Penalty: 2044.157593
	Iteration 19Q: 3 clusters Score -65884.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65893.765625 Penalty: 2044.157593
	Iteration 20F: 3 clusters Score -65893.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65901.164062 Penalty: 2044.157593
	Iteration 21Q: 3 clusters Score -65901.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65904.500000 Penalty: 2044.157593
	Iteration 22Q: 3 clusters Score -65904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65907.289062 Penalty: 2044.157593
	Iteration 23Q: 3 clusters Score -65907.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65912.320312 Penalty: 2044.157593
	Iteration 24Q: 3 clusters Score -65912.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65918.742188 Penalty: 2044.157593
	Iteration 25Q: 3 clusters Score -65918.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65919.367188 Penalty: 2044.157593
	Iteration 26Q: 3 clusters Score -65919.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65919.367188 Penalty: 2044.157593
	Iteration 27F: 3 clusters Score -65919.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -142966.343750 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -142966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141482.953125 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -141483 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141760.093750 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -141760.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -141872.671875 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -141872.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141967.515625 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -141967.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142115.843750 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -142115.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142242.312500 Penalty: 2281.562012
	Iteration 5F: 3 clusters Score -142242.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142351.218750 Penalty: 2281.562012
	Iteration 6F: 3 clusters Score -142351.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -142454.890625 Penalty: 2281.562012
	Iteration 7F: 3 clusters Score -142454.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -142498.593750 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -142498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -142525.093750 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -142525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -142544.578125 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -142544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -142554.625000 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -142554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -142557.093750 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -142557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -142562.046875 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -142562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -142569.656250 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -142569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -142572.734375 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -142572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -142575.734375 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -142575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -142580.984375 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -142581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -142586.078125 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -142586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -142589.859375 Penalty: 2281.562012
	Iteration 19Q: 3 clusters Score -142589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142591.500000 Penalty: 2281.562012
	Iteration 20F: 3 clusters Score -142591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -142595.468750 Penalty: 2281.562012
	Iteration 21Q: 3 clusters Score -142595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142597.375000 Penalty: 2281.562012
	Iteration 22Q: 3 clusters Score -142597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142597.375000 Penalty: 2281.562012
	Iteration 23F: 3 clusters Score -142597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -64125.425781 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -64125.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63168.835938 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -63168.84 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63439.238281 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -63439.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63579.398438 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -63579.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63639.878906 Penalty: 2015.165405
	Iteration 3F: 3 clusters Score -63639.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63673.195312 Penalty: 2015.165405
	Iteration 4Q: 3 clusters Score -63673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63701.273438 Penalty: 2015.165405
	Iteration 5Q: 3 clusters Score -63701.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63723.203125 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -63723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63731.835938 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -63731.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63735.164062 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -63735.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63747.472656 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -63747.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63761.648438 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -63761.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63769.847656 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -63769.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63796.558594 Penalty: 2015.165405
	Iteration 12Q: 3 clusters Score -63796.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63824.269531 Penalty: 2015.165405
	Iteration 13Q: 3 clusters Score -63824.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63835.183594 Penalty: 2015.165405
	Iteration 14Q: 3 clusters Score -63835.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63836.781250 Penalty: 2015.165405
	Iteration 15Q: 3 clusters Score -63836.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63837.136719 Penalty: 2015.165405
	Iteration 16Q: 3 clusters Score -63837.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63838.441406 Penalty: 2015.165405
	Iteration 17Q: 3 clusters Score -63838.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63844.285156 Penalty: 2015.165405
	Iteration 18Q: 3 clusters Score -63844.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63844.285156 Penalty: 2015.165405
	Iteration 19F: 3 clusters Score -63844.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -24186.935547 Penalty: 951.449219
	Iteration 0F: 2 clusters Score -24186.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23417.722656 Penalty: 1902.898438
	Iteration 0F: 3 clusters Score -23417.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23661.031250 Penalty: 1902.898438
	Iteration 1F: 3 clusters Score -23661.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23735.185547 Penalty: 1902.898438
	Iteration 2F: 3 clusters Score -23735.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23759.964844 Penalty: 1902.898438
	Iteration 3Q: 3 clusters Score -23759.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23768.019531 Penalty: 1902.898438
	Iteration 4Q: 3 clusters Score -23768.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23770.062500 Penalty: 1902.898438
	Iteration 5Q: 3 clusters Score -23770.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23777.064453 Penalty: 1902.898438
	Iteration 6Q: 3 clusters Score -23777.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23781.339844 Penalty: 1902.898438
	Iteration 7Q: 3 clusters Score -23781.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23790.052734 Penalty: 1902.898438
	Iteration 8Q: 3 clusters Score -23790.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23790.052734 Penalty: 1902.898438
	Iteration 9F: 3 clusters Score -23790.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -269463.593750 Penalty: 1238.603394
	Iteration 0F: 2 clusters Score -269463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267310.843750 Penalty: 2477.206787
	Iteration 0F: 3 clusters Score -267310.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267789.312500 Penalty: 2477.206787
	Iteration 1F: 3 clusters Score -267789.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -267906.906250 Penalty: 2477.206787
	Iteration 2F: 3 clusters Score -267906.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -267981.437500 Penalty: 2477.206787
	Iteration 3F: 3 clusters Score -267981.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -268023.312500 Penalty: 2477.206787
	Iteration 4Q: 3 clusters Score -268023.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268057.437500 Penalty: 2477.206787
	Iteration 5Q: 3 clusters Score -268057.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -268083.843750 Penalty: 2477.206787
	Iteration 6Q: 3 clusters Score -268083.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268103.031250 Penalty: 2477.206787
	Iteration 7Q: 3 clusters Score -268103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268127.593750 Penalty: 2477.206787
	Iteration 8Q: 3 clusters Score -268127.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268159.562500 Penalty: 2477.206787
	Iteration 9Q: 3 clusters Score -268159.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -268195.562500 Penalty: 2477.206787
	Iteration 10Q: 3 clusters Score -268195.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -268223.593750 Penalty: 2477.206787
	Iteration 11Q: 3 clusters Score -268223.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -268250.968750 Penalty: 2477.206787
	Iteration 12Q: 3 clusters Score -268251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -268280.875000 Penalty: 2477.206787
	Iteration 13Q: 3 clusters Score -268280.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -268309.500000 Penalty: 2477.206787
	Iteration 14Q: 3 clusters Score -268309.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -268330.687500 Penalty: 2477.206787
	Iteration 15Q: 3 clusters Score -268330.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -268351.468750 Penalty: 2477.206787
	Iteration 16Q: 3 clusters Score -268351.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -268369.781250 Penalty: 2477.206787
	Iteration 17Q: 3 clusters Score -268369.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -268386.500000 Penalty: 2477.206787
	Iteration 18Q: 3 clusters Score -268386.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -268398.250000 Penalty: 2477.206787
	Iteration 19Q: 3 clusters Score -268398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -268416.312500 Penalty: 2477.206787
	Iteration 20F: 3 clusters Score -268416.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -268429.750000 Penalty: 2477.206787
	Iteration 21Q: 3 clusters Score -268429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -268439.406250 Penalty: 2477.206787
	Iteration 22Q: 3 clusters Score -268439.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -268448.406250 Penalty: 2477.206787
	Iteration 23Q: 3 clusters Score -268448.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268463.875000 Penalty: 2477.206787
	Iteration 24Q: 3 clusters Score -268463.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -268478.812500 Penalty: 2477.206787
	Iteration 25Q: 3 clusters Score -268478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -268487.750000 Penalty: 2477.206787
	Iteration 26Q: 3 clusters Score -268487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -268498.812500 Penalty: 2477.206787
	Iteration 27Q: 3 clusters Score -268498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -268505.468750 Penalty: 2477.206787
	Iteration 28Q: 3 clusters Score -268505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -268510.562500 Penalty: 2477.206787
	Iteration 29Q: 3 clusters Score -268510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -268516.843750 Penalty: 2477.206787
	Iteration 30Q: 3 clusters Score -268516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -268520.562500 Penalty: 2477.206787
	Iteration 31Q: 3 clusters Score -268520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -268522.437500 Penalty: 2477.206787
	Iteration 32Q: 3 clusters Score -268522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268523.031250 Penalty: 2477.206787
	Iteration 33Q: 3 clusters Score -268523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268523.031250 Penalty: 2477.206787
	Iteration 34F: 3 clusters Score -268523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Entering Unmasked Estep 
Score: -10106274.000000 Penalty: 1823.010742
	Iteration 0F: 2 clusters Score -1.010627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -10059619.000000 Penalty: 3646.021484
	Iteration 0F: 3 clusters Score -1.005962e+07 nChanged 35287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -10080537.000000 Penalty: 3646.021484
	Iteration 1F: 3 clusters Score -1.008054e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -10082025.000000 Penalty: 3646.021484
	Iteration 2Q: 3 clusters Score -1.008202e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -10084438.000000 Penalty: 3646.021484
	Iteration 3F: 3 clusters Score -1.008444e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -10087885.000000 Penalty: 3646.021484
	Iteration 4F: 3 clusters Score -1.008788e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -10091942.000000 Penalty: 3646.021484
	Iteration 5F: 3 clusters Score -1.009194e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -10095613.000000 Penalty: 3646.021484
	Iteration 6F: 3 clusters Score -1.009561e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -10098083.000000 Penalty: 3646.021484
	Iteration 7F: 3 clusters Score -1.009808e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -10099341.000000 Penalty: 3646.021484
	Iteration 8Q: 3 clusters Score -1.009934e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -10099904.000000 Penalty: 3646.021484
	Iteration 9Q: 3 clusters Score -1.00999e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -10100251.000000 Penalty: 3646.021484
	Iteration 10Q: 3 clusters Score -1.010025e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -10100453.000000 Penalty: 3646.021484
	Iteration 11Q: 3 clusters Score -1.010045e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -10100661.000000 Penalty: 3646.021484
	Iteration 12Q: 3 clusters Score -1.010066e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -10100881.000000 Penalty: 3646.021484
	Iteration 13Q: 3 clusters Score -1.010088e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -10101034.000000 Penalty: 3646.021484
	Iteration 14Q: 3 clusters Score -1.010103e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -10101242.000000 Penalty: 3646.021484
	Iteration 15Q: 3 clusters Score -1.010124e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -10101481.000000 Penalty: 3646.021484
	Iteration 16Q: 3 clusters Score -1.010148e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -10101659.000000 Penalty: 3646.021484
	Iteration 17Q: 3 clusters Score -1.010166e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -10101956.000000 Penalty: 3646.021484
	Iteration 18Q: 3 clusters Score -1.010196e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10102281.000000 Penalty: 3646.021484
	Iteration 19Q: 3 clusters Score -1.010228e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10102659.000000 Penalty: 3646.021484
	Iteration 20F: 3 clusters Score -1.010266e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -10103002.000000 Penalty: 3646.021484
	Iteration 21Q: 3 clusters Score -1.0103e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -10103495.000000 Penalty: 3646.021484
	Iteration 22Q: 3 clusters Score -1.01035e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -10103732.000000 Penalty: 3646.021484
	Iteration 23Q: 3 clusters Score -1.010373e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -10104102.000000 Penalty: 3646.021484
	Iteration 24Q: 3 clusters Score -1.01041e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -10104412.000000 Penalty: 3646.021484
	Iteration 25Q: 3 clusters Score -1.010441e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -10104685.000000 Penalty: 3646.021484
	Iteration 26Q: 3 clusters Score -1.010468e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -10104794.000000 Penalty: 3646.021484
	Iteration 27Q: 3 clusters Score -1.010479e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -10104937.000000 Penalty: 3646.021484
	Iteration 28Q: 3 clusters Score -1.010494e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -10105020.000000 Penalty: 3646.021484
	Iteration 29Q: 3 clusters Score -1.010502e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -10105104.000000 Penalty: 3646.021484
	Iteration 30Q: 3 clusters Score -1.01051e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10105251.000000 Penalty: 3646.021484
	Iteration 31Q: 3 clusters Score -1.010525e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -10105341.000000 Penalty: 3646.021484
	Iteration 32Q: 3 clusters Score -1.010534e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -10105399.000000 Penalty: 3646.021484
	Iteration 33Q: 3 clusters Score -1.01054e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -10105499.000000 Penalty: 3646.021484
	Iteration 34Q: 3 clusters Score -1.01055e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -10105547.000000 Penalty: 3646.021484
	Iteration 35Q: 3 clusters Score -1.010555e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -10105615.000000 Penalty: 3646.021484
	Iteration 36Q: 3 clusters Score -1.010562e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -10105710.000000 Penalty: 3646.021484
	Iteration 37Q: 3 clusters Score -1.010571e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -10105753.000000 Penalty: 3646.021484
	Iteration 38Q: 3 clusters Score -1.010575e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -10105787.000000 Penalty: 3646.021484
	Iteration 39Q: 3 clusters Score -1.010579e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -10106042.000000 Penalty: 3646.021484
	Iteration 40F: 3 clusters Score -1.010604e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -10106200.000000 Penalty: 3646.021484
	Iteration 41Q: 3 clusters Score -1.01062e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -10106331.000000 Penalty: 3646.021484
	Iteration 42Q: 3 clusters Score -1.010633e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -10106387.000000 Penalty: 3646.021484
	Iteration 43Q: 3 clusters Score -1.010639e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -10106498.000000 Penalty: 3646.021484
	Iteration 44Q: 3 clusters Score -1.01065e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -10106697.000000 Penalty: 3646.021484
	Iteration 45Q: 3 clusters Score -1.01067e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -10106817.000000 Penalty: 3646.021484
	Iteration 46Q: 3 clusters Score -1.010682e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -10106898.000000 Penalty: 3646.021484
	Iteration 47Q: 3 clusters Score -1.01069e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -10106956.000000 Penalty: 3646.021484
	Iteration 48Q: 3 clusters Score -1.010696e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10107009.000000 Penalty: 3646.021484
	Iteration 49Q: 3 clusters Score -1.010701e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -10107029.000000 Penalty: 3646.021484
	Iteration 50Q: 3 clusters Score -1.010703e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -10106993.000000 Penalty: 3646.021484
	Iteration 51Q: 3 clusters Score -1.010699e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -10107018.000000 Penalty: 3646.021484
	Iteration 52Q: 3 clusters Score -1.010702e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -10107080.000000 Penalty: 3646.021484
	Iteration 53Q: 3 clusters Score -1.010708e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -10107077.000000 Penalty: 3646.021484
	Iteration 54Q: 3 clusters Score -1.010708e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -10107031.000000 Penalty: 3646.021484
	Iteration 55Q: 3 clusters Score -1.010703e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -10107020.000000 Penalty: 3646.021484
	Iteration 56Q: 3 clusters Score -1.010702e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -10106963.000000 Penalty: 3646.021484
	Iteration 57Q: 3 clusters Score -1.010696e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -10106930.000000 Penalty: 3646.021484
	Iteration 58Q: 3 clusters Score -1.010693e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -10106899.000000 Penalty: 3646.021484
	Iteration 59Q: 3 clusters Score -1.01069e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -10106844.000000 Penalty: 3646.021484
	Iteration 60F: 3 clusters Score -1.010684e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -10106869.000000 Penalty: 3646.021484
	Iteration 61Q: 3 clusters Score -1.010687e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -10106862.000000 Penalty: 3646.021484
	Iteration 62Q: 3 clusters Score -1.010686e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -10106808.000000 Penalty: 3646.021484
	Iteration 63Q: 3 clusters Score -1.010681e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -10106754.000000 Penalty: 3646.021484
	Iteration 64Q: 3 clusters Score -1.010675e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -10106733.000000 Penalty: 3646.021484
	Iteration 65Q: 3 clusters Score -1.010673e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -10106701.000000 Penalty: 3646.021484
	Iteration 66Q: 3 clusters Score -1.01067e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -10106651.000000 Penalty: 3646.021484
	Iteration 67Q: 3 clusters Score -1.010665e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -10106589.000000 Penalty: 3646.021484
	Iteration 68Q: 3 clusters Score -1.010659e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -10106586.000000 Penalty: 3646.021484
	Iteration 69Q: 3 clusters Score -1.010659e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -10106565.000000 Penalty: 3646.021484
	Iteration 70Q: 3 clusters Score -1.010656e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10106567.000000 Penalty: 3646.021484
	Iteration 71Q: 3 clusters Score -1.010657e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -10106543.000000 Penalty: 3646.021484
	Iteration 72Q: 3 clusters Score -1.010654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10106536.000000 Penalty: 3646.021484
	Iteration 73Q: 3 clusters Score -1.010654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10106511.000000 Penalty: 3646.021484
	Iteration 74Q: 3 clusters Score -1.010651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -10106512.000000 Penalty: 3646.021484
	Iteration 75Q: 3 clusters Score -1.010651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10106499.000000 Penalty: 3646.021484
	Iteration 76Q: 3 clusters Score -1.01065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10106504.000000 Penalty: 3646.021484
	Iteration 77Q: 3 clusters Score -1.01065e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -10106495.000000 Penalty: 3646.021484
	Iteration 78Q: 3 clusters Score -1.01065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -10106481.000000 Penalty: 3646.021484
	Iteration 79Q: 3 clusters Score -1.010648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -10106462.000000 Penalty: 3646.021484
	Iteration 80F: 3 clusters Score -1.010646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -10106472.000000 Penalty: 3646.021484
	Iteration 81Q: 3 clusters Score -1.010647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -10106475.000000 Penalty: 3646.021484
	Iteration 82Q: 3 clusters Score -1.010648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -10106464.000000 Penalty: 3646.021484
	Iteration 83Q: 3 clusters Score -1.010646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10106450.000000 Penalty: 3646.021484
	Iteration 84Q: 3 clusters Score -1.010645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -10106449.000000 Penalty: 3646.021484
	Iteration 85Q: 3 clusters Score -1.010645e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -10106430.000000 Penalty: 3646.021484
	Iteration 86Q: 3 clusters Score -1.010643e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10106410.000000 Penalty: 3646.021484
	Iteration 87Q: 3 clusters Score -1.010641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10106407.000000 Penalty: 3646.021484
	Iteration 88Q: 3 clusters Score -1.010641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -10106398.000000 Penalty: 3646.021484
	Iteration 89Q: 3 clusters Score -1.01064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -10106388.000000 Penalty: 3646.021484
	Iteration 90Q: 3 clusters Score -1.010639e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10106373.000000 Penalty: 3646.021484
	Iteration 91Q: 3 clusters Score -1.010637e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10106349.000000 Penalty: 3646.021484
	Iteration 92Q: 3 clusters Score -1.010635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10106344.000000 Penalty: 3646.021484
	Iteration 93Q: 3 clusters Score -1.010634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -10106315.000000 Penalty: 3646.021484
	Iteration 94Q: 3 clusters Score -1.010632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -10106333.000000 Penalty: 3646.021484
	Iteration 95Q: 3 clusters Score -1.010633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10106326.000000 Penalty: 3646.021484
	Iteration 96Q: 3 clusters Score -1.010633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -10106335.000000 Penalty: 3646.021484
	Iteration 97Q: 3 clusters Score -1.010634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -10106321.000000 Penalty: 3646.021484
	Iteration 98Q: 3 clusters Score -1.010632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10106322.000000 Penalty: 3646.021484
	Iteration 99Q: 3 clusters Score -1.010632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -10106322.000000 Penalty: 3646.021484
	Iteration 100F: 3 clusters Score -1.010632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -10106312.000000 Penalty: 3646.021484
	Iteration 101Q: 3 clusters Score -1.010631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10106315.000000 Penalty: 3646.021484
	Iteration 102Q: 3 clusters Score -1.010632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10106316.000000 Penalty: 3646.021484
	Iteration 103Q: 3 clusters Score -1.010632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -10106315.000000 Penalty: 3646.021484
	Iteration 104Q: 3 clusters Score -1.010632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10106309.000000 Penalty: 3646.021484
	Iteration 105Q: 3 clusters Score -1.010631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -10106310.000000 Penalty: 3646.021484
	Iteration 106Q: 3 clusters Score -1.010631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -10106313.000000 Penalty: 3646.021484
	Iteration 107Q: 3 clusters Score -1.010631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10106308.000000 Penalty: 3646.021484
	Iteration 108Q: 3 clusters Score -1.010631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10106298.000000 Penalty: 3646.021484
	Iteration 109Q: 3 clusters Score -1.01063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10106298.000000 Penalty: 3646.021484
	Iteration 110F: 3 clusters Score -1.01063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 71094 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 3404 members 
Entering Unmasked Estep 
Score: -68956504.000000 Penalty: 154229.640625
Splitting cluster 27 changes total score from -68956672.000000 to -68956504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -168554.328125 Penalty: 1166.885010
	Iteration 0F: 2 clusters Score -168554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166914.453125 Penalty: 2333.770020
	Iteration 0F: 3 clusters Score -166914.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167275.156250 Penalty: 2333.770020
	Iteration 1F: 3 clusters Score -167275.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -167390.062500 Penalty: 2333.770020
	Iteration 2F: 3 clusters Score -167390.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167462.406250 Penalty: 2333.770020
	Iteration 3Q: 3 clusters Score -167462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -167515.484375 Penalty: 2333.770020
	Iteration 4Q: 3 clusters Score -167515.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -167575.546875 Penalty: 2333.770020
	Iteration 5Q: 3 clusters Score -167575.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167629.781250 Penalty: 2333.770020
	Iteration 6Q: 3 clusters Score -167629.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167666.156250 Penalty: 2333.770020
	Iteration 7Q: 3 clusters Score -167666.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167692.953125 Penalty: 2333.770020
	Iteration 8Q: 3 clusters Score -167693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167717.265625 Penalty: 2333.770020
	Iteration 9Q: 3 clusters Score -167717.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167762.187500 Penalty: 2333.770020
	Iteration 10Q: 3 clusters Score -167762.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167823.421875 Penalty: 2333.770020
	Iteration 11Q: 3 clusters Score -167823.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -167864.140625 Penalty: 2333.770020
	Iteration 12Q: 3 clusters Score -167864.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167911.484375 Penalty: 2333.770020
	Iteration 13Q: 3 clusters Score -167911.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167953.812500 Penalty: 2333.770020
	Iteration 14Q: 3 clusters Score -167953.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168000.234375 Penalty: 2333.770020
	Iteration 15Q: 3 clusters Score -168000.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168061.656250 Penalty: 2333.770020
	Iteration 16Q: 3 clusters Score -168061.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168122.156250 Penalty: 2333.770020
	Iteration 17Q: 3 clusters Score -168122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168154.484375 Penalty: 2333.770020
	Iteration 18Q: 3 clusters Score -168154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168168.906250 Penalty: 2333.770020
	Iteration 19Q: 3 clusters Score -168168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168182.359375 Penalty: 2333.770020
	Iteration 20F: 3 clusters Score -168182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168190.359375 Penalty: 2333.770020
	Iteration 21Q: 3 clusters Score -168190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168196.921875 Penalty: 2333.770020
	Iteration 22Q: 3 clusters Score -168196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168202.421875 Penalty: 2333.770020
	Iteration 23Q: 3 clusters Score -168202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168206.625000 Penalty: 2333.770020
	Iteration 24Q: 3 clusters Score -168206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168207.765625 Penalty: 2333.770020
	Iteration 25Q: 3 clusters Score -168207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168207.765625 Penalty: 2333.770020
	Iteration 26F: 3 clusters Score -168207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -361208.062500 Penalty: 1289.067139
	Iteration 0F: 2 clusters Score -361208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -358575.468750 Penalty: 2578.134277
	Iteration 0F: 3 clusters Score -358575.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -359180.031250 Penalty: 2578.134277
	Iteration 1F: 3 clusters Score -359180 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -359322.156250 Penalty: 2578.134277
	Iteration 2F: 3 clusters Score -359322.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -359413.656250 Penalty: 2578.134277
	Iteration 3F: 3 clusters Score -359413.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -359471.531250 Penalty: 2578.134277
	Iteration 4Q: 3 clusters Score -359471.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -359515.406250 Penalty: 2578.134277
	Iteration 5Q: 3 clusters Score -359515.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -359562.343750 Penalty: 2578.134277
	Iteration 6Q: 3 clusters Score -359562.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -359609.750000 Penalty: 2578.134277
	Iteration 7Q: 3 clusters Score -359609.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -359656.843750 Penalty: 2578.134277
	Iteration 8Q: 3 clusters Score -359656.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -359710.781250 Penalty: 2578.134277
	Iteration 9Q: 3 clusters Score -359710.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -359779.062500 Penalty: 2578.134277
	Iteration 10Q: 3 clusters Score -359779.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -359858.625000 Penalty: 2578.134277
	Iteration 11Q: 3 clusters Score -359858.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -359918.875000 Penalty: 2578.134277
	Iteration 12Q: 3 clusters Score -359918.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -359976.437500 Penalty: 2578.134277
	Iteration 13Q: 3 clusters Score -359976.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -360037.500000 Penalty: 2578.134277
	Iteration 14Q: 3 clusters Score -360037.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -360106.875000 Penalty: 2578.134277
	Iteration 15Q: 3 clusters Score -360106.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -360180.781250 Penalty: 2578.134277
	Iteration 16Q: 3 clusters Score -360180.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -360262.812500 Penalty: 2578.134277
	Iteration 17Q: 3 clusters Score -360262.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -360349.718750 Penalty: 2578.134277
	Iteration 18Q: 3 clusters Score -360349.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -360447.187500 Penalty: 2578.134277
	Iteration 19Q: 3 clusters Score -360447.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -360572.812500 Penalty: 2578.134277
	Iteration 20F: 3 clusters Score -360572.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -360678.187500 Penalty: 2578.134277
	Iteration 21Q: 3 clusters Score -360678.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -360766.218750 Penalty: 2578.134277
	Iteration 22Q: 3 clusters Score -360766.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -360822.218750 Penalty: 2578.134277
	Iteration 23Q: 3 clusters Score -360822.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -360887.406250 Penalty: 2578.134277
	Iteration 24Q: 3 clusters Score -360887.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -360989.593750 Penalty: 2578.134277
	Iteration 25Q: 3 clusters Score -360989.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -361130.781250 Penalty: 2578.134277
	Iteration 26Q: 3 clusters Score -361130.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -361290.625000 Penalty: 2578.134277
	Iteration 27Q: 3 clusters Score -361290.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -361418.406250 Penalty: 2578.134277
	Iteration 28Q: 3 clusters Score -361418.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -361489.500000 Penalty: 2578.134277
	Iteration 29Q: 3 clusters Score -361489.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -361509.750000 Penalty: 2578.134277
	Iteration 30Q: 3 clusters Score -361509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -361516.375000 Penalty: 2578.134277
	Iteration 31Q: 3 clusters Score -361516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -361518.812500 Penalty: 2578.134277
	Iteration 32Q: 3 clusters Score -361518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -361519.812500 Penalty: 2578.134277
	Iteration 33Q: 3 clusters Score -361519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -361520.937500 Penalty: 2578.134277
	Iteration 34Q: 3 clusters Score -361520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -361521.562500 Penalty: 2578.134277
	Iteration 35Q: 3 clusters Score -361521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -361522.812500 Penalty: 2578.134277
	Iteration 36Q: 3 clusters Score -361522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -361522.812500 Penalty: 2578.134277
	Iteration 37F: 3 clusters Score -361522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 1109 members 
Entering Unmasked Estep 
Score: -68956360.000000 Penalty: 154229.640625
Splitting cluster 29 changes total score from -68956672.000000 to -68956360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -380963.531250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -380963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -378295.031250 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -378295 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -378938.812500 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -378938.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -379086.906250 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -379086.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -379196.781250 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -379196.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -379301.468750 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -379301.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -379386.343750 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -379386.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -379468.625000 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -379468.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -379579.156250 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -379579.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -379716.500000 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -379716.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -379842.781250 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -379842.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -379956.000000 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -379956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -380033.125000 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -380033.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -380086.531250 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -380086.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -380131.156250 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -380131.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -380160.718750 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -380160.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -380177.468750 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -380177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -380184.000000 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -380184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -380189.031250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -380189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -380193.218750 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -380193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -380198.125000 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -380198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -380200.906250 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -380200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -380203.500000 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -380203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -380205.375000 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -380205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -380205.812500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -380205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -380206.281250 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -380206.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -380206.500000 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -380206.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -380206.500000 Penalty: 2592.281982
	Iteration 26F: 3 clusters Score -380206.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -151380.078125 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -151380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149834.859375 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -149834.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150098.234375 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -150098.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -150156.765625 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -150156.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150194.953125 Penalty: 2289.310791
	Iteration 3Q: 3 clusters Score -150195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -150225.984375 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -150226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150243.671875 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -150243.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150253.546875 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -150253.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150263.250000 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -150263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150269.890625 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -150269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150274.656250 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -150274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150278.109375 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -150278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150282.546875 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -150282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150285.781250 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -150285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -150288.578125 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -150288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150289.937500 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -150289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -150293.203125 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -150293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150295.187500 Penalty: 2289.310791
	Iteration 16Q: 3 clusters Score -150295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -150296.937500 Penalty: 2289.310791
	Iteration 17Q: 3 clusters Score -150296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150297.421875 Penalty: 2289.310791
	Iteration 18Q: 3 clusters Score -150297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150298.078125 Penalty: 2289.310791
	Iteration 19Q: 3 clusters Score -150298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -150299.109375 Penalty: 2289.310791
	Iteration 20F: 3 clusters Score -150299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150300.265625 Penalty: 2289.310791
	Iteration 21Q: 3 clusters Score -150300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150301.312500 Penalty: 2289.310791
	Iteration 22Q: 3 clusters Score -150301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150305.187500 Penalty: 2289.310791
	Iteration 23Q: 3 clusters Score -150305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150308.500000 Penalty: 2289.310791
	Iteration 24Q: 3 clusters Score -150308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150309.750000 Penalty: 2289.310791
	Iteration 25Q: 3 clusters Score -150309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150309.750000 Penalty: 2289.310791
	Iteration 26F: 3 clusters Score -150309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -449316.218750 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -449316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -446400.218750 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -446400.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -447062.500000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -447062.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -447174.281250 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -447174.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -447237.812500 Penalty: 2634.617432
	Iteration 3Q: 3 clusters Score -447237.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -447290.250000 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -447290.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -447331.718750 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -447331.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -447360.500000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -447360.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -447388.718750 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -447388.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -447416.906250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -447416.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447441.750000 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -447441.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -447475.687500 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -447475.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -447508.531250 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -447508.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -447539.937500 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -447539.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -447564.593750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -447564.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -447592.625000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -447592.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -447619.937500 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -447619.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -447644.187500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -447644.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -447664.312500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -447664.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -447681.906250 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -447681.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -447697.750000 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -447697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -447711.343750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -447711.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -447729.468750 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -447729.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -447744.312500 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -447744.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -447753.562500 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -447753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -447763.406250 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -447763.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -447774.843750 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -447774.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -447788.812500 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -447788.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -447802.906250 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -447802.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -447819.343750 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -447819.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -447834.625000 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -447834.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -447853.562500 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -447853.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -447873.718750 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -447873.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -447889.312500 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -447889.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -447900.812500 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -447900.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -447912.968750 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -447913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -447929.031250 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -447929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -447944.687500 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -447944.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -447955.093750 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -447955.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -447971.593750 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -447971.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -447989.125000 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -447989.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -448013.375000 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -448013.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -448038.343750 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -448038.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -448064.437500 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -448064.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -448090.843750 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -448090.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -448112.250000 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -448112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -448125.000000 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -448125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -448132.343750 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -448132.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -448136.187500 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -448136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -448138.250000 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -448138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -448138.906250 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -448138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -448140.406250 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -448140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -448141.125000 Penalty: 2634.617432
	Iteration 51Q: 3 clusters Score -448141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -448141.031250 Penalty: 2634.617432
	Iteration 52Q: 3 clusters Score -448141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -448142.750000 Penalty: 2634.617432
	Iteration 53Q: 3 clusters Score -448142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -448142.875000 Penalty: 2634.617432
	Iteration 54Q: 3 clusters Score -448142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -448143.375000 Penalty: 2634.617432
	Iteration 55Q: 3 clusters Score -448143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -448143.968750 Penalty: 2634.617432
	Iteration 56Q: 3 clusters Score -448144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -448143.968750 Penalty: 2634.617432
	Iteration 57F: 3 clusters Score -448144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -187782.031250 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -187782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186031.640625 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -186031.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186359.000000 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -186359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186450.515625 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -186450.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -186494.562500 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -186494.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -186515.234375 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -186515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186528.390625 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -186528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -186540.500000 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -186540.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -186549.437500 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -186549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186559.546875 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -186559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186568.203125 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -186568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -186572.640625 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -186572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186576.328125 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -186576.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186581.328125 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -186581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186586.375000 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -186586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -186590.812500 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -186590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -186595.343750 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -186595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -186597.765625 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -186597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -186600.500000 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -186600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -186602.437500 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -186602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186603.796875 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -186603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -186605.703125 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -186605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186609.296875 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -186609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186610.640625 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -186610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186612.281250 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -186612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186613.906250 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -186613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -186613.906250 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -186613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -186613.906250 Penalty: 2366.450195
	Iteration 26F: 3 clusters Score -186613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -196378.250000 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -196378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194611.515625 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -194611.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -194970.640625 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -194970.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -195052.968750 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -195053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -195104.796875 Penalty: 2373.311279
	Iteration 3Q: 3 clusters Score -195104.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195132.921875 Penalty: 2373.311279
	Iteration 4Q: 3 clusters Score -195132.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195149.156250 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -195149.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195166.750000 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -195166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195179.156250 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -195179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -195190.296875 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -195190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195202.078125 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -195202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195207.218750 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -195207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195211.859375 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -195211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195216.750000 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -195216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195217.968750 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -195218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195218.390625 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -195218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195219.718750 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -195219.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195223.593750 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -195223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195226.765625 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -195226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195230.875000 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -195230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -195231.750000 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -195231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195232.546875 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -195232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195233.718750 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -195233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195235.250000 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -195235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195235.453125 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -195235.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195235.453125 Penalty: 2373.311279
	Iteration 24F: 3 clusters Score -195235.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -32909.082031 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -32909.08 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 173 members 
Entering Unmasked Estep 
Score: -32057.230469 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -32057.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32211.605469 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -32211.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32288.558594 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -32288.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32344.554688 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -32344.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32365.732422 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -32365.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32382.886719 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -32382.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32386.949219 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -32386.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32406.994141 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -32406.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32411.371094 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -32411.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32411.371094 Penalty: 1877.736938
	Iteration 9F: 3 clusters Score -32411.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Entering Unmasked Estep 
Score: -2872654.250000 Penalty: 1631.603516
	Iteration 0F: 2 clusters Score -2872654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2857124.000000 Penalty: 3263.207031
	Iteration 0F: 3 clusters Score -2857124 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2863803.750000 Penalty: 3263.207031
	Iteration 1F: 3 clusters Score -2863804 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2865379.500000 Penalty: 3263.207031
	Iteration 2F: 3 clusters Score -2865380 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2867282.750000 Penalty: 3263.207031
	Iteration 3F: 3 clusters Score -2867283 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2868812.500000 Penalty: 3263.207031
	Iteration 4F: 3 clusters Score -2868812 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2869670.750000 Penalty: 3263.207031
	Iteration 5F: 3 clusters Score -2869671 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2870109.000000 Penalty: 3263.207031
	Iteration 6Q: 3 clusters Score -2870109 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2870347.000000 Penalty: 3263.207031
	Iteration 7Q: 3 clusters Score -2870347 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2870480.500000 Penalty: 3263.207031
	Iteration 8Q: 3 clusters Score -2870480 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2870602.000000 Penalty: 3263.207031
	Iteration 9Q: 3 clusters Score -2870602 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2870729.250000 Penalty: 3263.207031
	Iteration 10Q: 3 clusters Score -2870729 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2870813.500000 Penalty: 3263.207031
	Iteration 11Q: 3 clusters Score -2870814 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2870921.250000 Penalty: 3263.207031
	Iteration 12Q: 3 clusters Score -2870921 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2871022.500000 Penalty: 3263.207031
	Iteration 13Q: 3 clusters Score -2871022 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2871118.750000 Penalty: 3263.207031
	Iteration 14Q: 3 clusters Score -2871119 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2871208.000000 Penalty: 3263.207031
	Iteration 15Q: 3 clusters Score -2871208 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2871268.500000 Penalty: 3263.207031
	Iteration 16Q: 3 clusters Score -2871268 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2871330.500000 Penalty: 3263.207031
	Iteration 17Q: 3 clusters Score -2871330 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2871388.750000 Penalty: 3263.207031
	Iteration 18Q: 3 clusters Score -2871389 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2871436.750000 Penalty: 3263.207031
	Iteration 19Q: 3 clusters Score -2871437 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2871492.000000 Penalty: 3263.207031
	Iteration 20F: 3 clusters Score -2871492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2871537.750000 Penalty: 3263.207031
	Iteration 21Q: 3 clusters Score -2871538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2871581.750000 Penalty: 3263.207031
	Iteration 22Q: 3 clusters Score -2871582 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2871613.250000 Penalty: 3263.207031
	Iteration 23Q: 3 clusters Score -2871613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2871650.750000 Penalty: 3263.207031
	Iteration 24Q: 3 clusters Score -2871651 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2871689.250000 Penalty: 3263.207031
	Iteration 25Q: 3 clusters Score -2871689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2871717.250000 Penalty: 3263.207031
	Iteration 26Q: 3 clusters Score -2871717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2871734.250000 Penalty: 3263.207031
	Iteration 27Q: 3 clusters Score -2871734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2871765.000000 Penalty: 3263.207031
	Iteration 28Q: 3 clusters Score -2871765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2871782.000000 Penalty: 3263.207031
	Iteration 29Q: 3 clusters Score -2871782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2871794.750000 Penalty: 3263.207031
	Iteration 30Q: 3 clusters Score -2871795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2871821.750000 Penalty: 3263.207031
	Iteration 31Q: 3 clusters Score -2871822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2871817.250000 Penalty: 3263.207031
	Iteration 32Q: 3 clusters Score -2871817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2871832.000000 Penalty: 3263.207031
	Iteration 33Q: 3 clusters Score -2871832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2871841.250000 Penalty: 3263.207031
	Iteration 34Q: 3 clusters Score -2871841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2871848.750000 Penalty: 3263.207031
	Iteration 35Q: 3 clusters Score -2871849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2871855.750000 Penalty: 3263.207031
	Iteration 36Q: 3 clusters Score -2871856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2871869.250000 Penalty: 3263.207031
	Iteration 37Q: 3 clusters Score -2871869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2871876.000000 Penalty: 3263.207031
	Iteration 38Q: 3 clusters Score -2871876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2871888.750000 Penalty: 3263.207031
	Iteration 39Q: 3 clusters Score -2871889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2871902.000000 Penalty: 3263.207031
	Iteration 40F: 3 clusters Score -2871902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2871919.250000 Penalty: 3263.207031
	Iteration 41Q: 3 clusters Score -2871919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2871930.500000 Penalty: 3263.207031
	Iteration 42Q: 3 clusters Score -2871930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2871947.500000 Penalty: 3263.207031
	Iteration 43Q: 3 clusters Score -2871948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2871980.250000 Penalty: 3263.207031
	Iteration 44Q: 3 clusters Score -2871980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2872016.500000 Penalty: 3263.207031
	Iteration 45Q: 3 clusters Score -2872016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2872050.250000 Penalty: 3263.207031
	Iteration 46Q: 3 clusters Score -2872050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2872067.250000 Penalty: 3263.207031
	Iteration 47Q: 3 clusters Score -2872067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2872078.250000 Penalty: 3263.207031
	Iteration 48Q: 3 clusters Score -2872078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2872092.500000 Penalty: 3263.207031
	Iteration 49Q: 3 clusters Score -2872092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2872106.500000 Penalty: 3263.207031
	Iteration 50Q: 3 clusters Score -2872106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2872113.000000 Penalty: 3263.207031
	Iteration 51Q: 3 clusters Score -2872113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2872129.500000 Penalty: 3263.207031
	Iteration 52Q: 3 clusters Score -2872130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2872130.500000 Penalty: 3263.207031
	Iteration 53Q: 3 clusters Score -2872130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2872134.250000 Penalty: 3263.207031
	Iteration 54Q: 3 clusters Score -2872134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2872136.500000 Penalty: 3263.207031
	Iteration 55Q: 3 clusters Score -2872136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2872147.750000 Penalty: 3263.207031
	Iteration 56Q: 3 clusters Score -2872148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2872152.250000 Penalty: 3263.207031
	Iteration 57Q: 3 clusters Score -2872152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2872153.500000 Penalty: 3263.207031
	Iteration 58Q: 3 clusters Score -2872154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2872153.750000 Penalty: 3263.207031
	Iteration 59Q: 3 clusters Score -2872154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2872162.500000 Penalty: 3263.207031
	Iteration 60F: 3 clusters Score -2872162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2872162.500000 Penalty: 3263.207031
	Iteration 61Q: 3 clusters Score -2872162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2872163.750000 Penalty: 3263.207031
	Iteration 62Q: 3 clusters Score -2872164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2872165.500000 Penalty: 3263.207031
	Iteration 63Q: 3 clusters Score -2872166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2872169.250000 Penalty: 3263.207031
	Iteration 64Q: 3 clusters Score -2872169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2872177.750000 Penalty: 3263.207031
	Iteration 65Q: 3 clusters Score -2872178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2872176.750000 Penalty: 3263.207031
	Iteration 66Q: 3 clusters Score -2872177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2872179.500000 Penalty: 3263.207031
	Iteration 67Q: 3 clusters Score -2872180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2872176.500000 Penalty: 3263.207031
	Iteration 68Q: 3 clusters Score -2872176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2872176.500000 Penalty: 3263.207031
	Iteration 69F: 3 clusters Score -2872176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -188918.531250 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -188918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -187398.796875 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -187398.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -188073.562500 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -188073.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -188581.812500 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -188581.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -189145.296875 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -189145.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189774.484375 Penalty: 2295.212158
	Iteration 4F: 3 clusters Score -189774.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -190473.765625 Penalty: 2295.212158
	Iteration 5F: 3 clusters Score -190473.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191575.843750 Penalty: 2295.212158
	Iteration 6F: 3 clusters Score -191575.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193021.015625 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -193021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -193604.296875 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -193604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -193678.453125 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -193678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193686.765625 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -193686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193686.765625 Penalty: 2295.212158
	Iteration 11F: 3 clusters Score -193686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 5127 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 888 members 
Entering Unmasked Estep 
Score: -68960632.000000 Penalty: 154229.640625
Splitting cluster 37 changes total score from -68956672.000000 to -68960632.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 38 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -613594.062500 Penalty: 1368.253418
	Iteration 0F: 2 clusters Score -613594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -609904.312500 Penalty: 2736.506836
	Iteration 0F: 3 clusters Score -609904.3 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -610900.375000 Penalty: 2736.506836
	Iteration 1F: 3 clusters Score -610900.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -611053.812500 Penalty: 2736.506836
	Iteration 2F: 3 clusters Score -611053.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -611160.875000 Penalty: 2736.506836
	Iteration 3Q: 3 clusters Score -611160.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -611250.750000 Penalty: 2736.506836
	Iteration 4Q: 3 clusters Score -611250.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -611320.750000 Penalty: 2736.506836
	Iteration 5Q: 3 clusters Score -611320.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -611368.187500 Penalty: 2736.506836
	Iteration 6Q: 3 clusters Score -611368.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -611407.312500 Penalty: 2736.506836
	Iteration 7Q: 3 clusters Score -611407.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -611439.000000 Penalty: 2736.506836
	Iteration 8Q: 3 clusters Score -611439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -611463.500000 Penalty: 2736.506836
	Iteration 9Q: 3 clusters Score -611463.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -611477.750000 Penalty: 2736.506836
	Iteration 10Q: 3 clusters Score -611477.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -611492.750000 Penalty: 2736.506836
	Iteration 11Q: 3 clusters Score -611492.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -611506.937500 Penalty: 2736.506836
	Iteration 12Q: 3 clusters Score -611506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -611513.562500 Penalty: 2736.506836
	Iteration 13Q: 3 clusters Score -611513.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -611519.812500 Penalty: 2736.506836
	Iteration 14Q: 3 clusters Score -611519.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -611524.500000 Penalty: 2736.506836
	Iteration 15Q: 3 clusters Score -611524.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -611530.500000 Penalty: 2736.506836
	Iteration 16Q: 3 clusters Score -611530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -611532.375000 Penalty: 2736.506836
	Iteration 17Q: 3 clusters Score -611532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -611536.062500 Penalty: 2736.506836
	Iteration 18Q: 3 clusters Score -611536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -611536.562500 Penalty: 2736.506836
	Iteration 19Q: 3 clusters Score -611536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -611540.437500 Penalty: 2736.506836
	Iteration 20F: 3 clusters Score -611540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -611542.937500 Penalty: 2736.506836
	Iteration 21Q: 3 clusters Score -611542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -611545.687500 Penalty: 2736.506836
	Iteration 22Q: 3 clusters Score -611545.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -611546.375000 Penalty: 2736.506836
	Iteration 23Q: 3 clusters Score -611546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -611546.375000 Penalty: 2736.506836
	Iteration 24Q: 3 clusters Score -611546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -611546.812500 Penalty: 2736.506836
	Iteration 25Q: 3 clusters Score -611546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -611548.375000 Penalty: 2736.506836
	Iteration 26Q: 3 clusters Score -611548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -611548.375000 Penalty: 2736.506836
	Iteration 27Q: 3 clusters Score -611548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -611550.687500 Penalty: 2736.506836
	Iteration 28Q: 3 clusters Score -611550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -611553.187500 Penalty: 2736.506836
	Iteration 29Q: 3 clusters Score -611553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -611555.500000 Penalty: 2736.506836
	Iteration 30Q: 3 clusters Score -611555.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -611556.562500 Penalty: 2736.506836
	Iteration 31Q: 3 clusters Score -611556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -611558.437500 Penalty: 2736.506836
	Iteration 32Q: 3 clusters Score -611558.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -611560.125000 Penalty: 2736.506836
	Iteration 33Q: 3 clusters Score -611560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -611562.687500 Penalty: 2736.506836
	Iteration 34Q: 3 clusters Score -611562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -611563.437500 Penalty: 2736.506836
	Iteration 35Q: 3 clusters Score -611563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -611565.375000 Penalty: 2736.506836
	Iteration 36Q: 3 clusters Score -611565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -611566.500000 Penalty: 2736.506836
	Iteration 37Q: 3 clusters Score -611566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -611566.312500 Penalty: 2736.506836
	Iteration 38Q: 3 clusters Score -611566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -611566.000000 Penalty: 2736.506836
	Iteration 39Q: 3 clusters Score -611566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -611568.000000 Penalty: 2736.506836
	Iteration 40F: 3 clusters Score -611568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -611570.812500 Penalty: 2736.506836
	Iteration 41Q: 3 clusters Score -611570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -611570.562500 Penalty: 2736.506836
	Iteration 42Q: 3 clusters Score -611570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -611572.062500 Penalty: 2736.506836
	Iteration 43Q: 3 clusters Score -611572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -611572.062500 Penalty: 2736.506836
	Iteration 44Q: 3 clusters Score -611572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -611571.875000 Penalty: 2736.506836
	Iteration 45Q: 3 clusters Score -611571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -611572.375000 Penalty: 2736.506836
	Iteration 46Q: 3 clusters Score -611572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -611572.187500 Penalty: 2736.506836
	Iteration 47Q: 3 clusters Score -611572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -611572.812500 Penalty: 2736.506836
	Iteration 48Q: 3 clusters Score -611572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -611573.687500 Penalty: 2736.506836
	Iteration 49Q: 3 clusters Score -611573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -611574.437500 Penalty: 2736.506836
	Iteration 50Q: 3 clusters Score -611574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -611574.750000 Penalty: 2736.506836
	Iteration 51Q: 3 clusters Score -611574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -611575.750000 Penalty: 2736.506836
	Iteration 52Q: 3 clusters Score -611575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -611576.750000 Penalty: 2736.506836
	Iteration 53Q: 3 clusters Score -611576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -611576.562500 Penalty: 2736.506836
	Iteration 54Q: 3 clusters Score -611576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -611576.562500 Penalty: 2736.506836
	Iteration 55F: 3 clusters Score -611576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -300000.812500 Penalty: 1266.926270
	Iteration 0F: 2 clusters Score -300000.8 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 1227 members 
Entering Unmasked Estep 
Score: -297655.812500 Penalty: 2533.852539
	Iteration 0F: 3 clusters Score -297655.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -298181.500000 Penalty: 2533.852539
	Iteration 1F: 3 clusters Score -298181.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -298352.812500 Penalty: 2533.852539
	Iteration 2F: 3 clusters Score -298352.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -298452.875000 Penalty: 2533.852539
	Iteration 3F: 3 clusters Score -298452.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -298524.062500 Penalty: 2533.852539
	Iteration 4Q: 3 clusters Score -298524.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -298591.562500 Penalty: 2533.852539
	Iteration 5Q: 3 clusters Score -298591.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -298651.031250 Penalty: 2533.852539
	Iteration 6Q: 3 clusters Score -298651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -298700.531250 Penalty: 2533.852539
	Iteration 7Q: 3 clusters Score -298700.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -298737.875000 Penalty: 2533.852539
	Iteration 8Q: 3 clusters Score -298737.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -298780.031250 Penalty: 2533.852539
	Iteration 9Q: 3 clusters Score -298780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -298827.437500 Penalty: 2533.852539
	Iteration 10Q: 3 clusters Score -298827.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -298862.718750 Penalty: 2533.852539
	Iteration 11Q: 3 clusters Score -298862.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298888.531250 Penalty: 2533.852539
	Iteration 12Q: 3 clusters Score -298888.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -298901.125000 Penalty: 2533.852539
	Iteration 13Q: 3 clusters Score -298901.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298915.500000 Penalty: 2533.852539
	Iteration 14Q: 3 clusters Score -298915.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -298935.531250 Penalty: 2533.852539
	Iteration 15Q: 3 clusters Score -298935.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -298953.187500 Penalty: 2533.852539
	Iteration 16Q: 3 clusters Score -298953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298967.656250 Penalty: 2533.852539
	Iteration 17Q: 3 clusters Score -298967.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -298980.125000 Penalty: 2533.852539
	Iteration 18Q: 3 clusters Score -298980.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -298988.156250 Penalty: 2533.852539
	Iteration 19Q: 3 clusters Score -298988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -298993.562500 Penalty: 2533.852539
	Iteration 20F: 3 clusters Score -298993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -298998.531250 Penalty: 2533.852539
	Iteration 21Q: 3 clusters Score -298998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -299002.375000 Penalty: 2533.852539
	Iteration 22Q: 3 clusters Score -299002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299005.125000 Penalty: 2533.852539
	Iteration 23Q: 3 clusters Score -299005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -299008.375000 Penalty: 2533.852539
	Iteration 24Q: 3 clusters Score -299008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299010.375000 Penalty: 2533.852539
	Iteration 25Q: 3 clusters Score -299010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -299011.093750 Penalty: 2533.852539
	Iteration 26Q: 3 clusters Score -299011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -299011.312500 Penalty: 2533.852539
	Iteration 27Q: 3 clusters Score -299011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -299012.000000 Penalty: 2533.852539
	Iteration 28Q: 3 clusters Score -299012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299012.625000 Penalty: 2533.852539
	Iteration 29Q: 3 clusters Score -299012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299012.625000 Penalty: 2533.852539
	Iteration 30F: 3 clusters Score -299012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -8953.007812 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -8953.008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8124.435059 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -8124.435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8319.977539 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -8319.978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8388.237305 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -8388.237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8432.160156 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -8432.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8436.485352 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -8436.485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8437.113281 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -8437.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8437.113281 Penalty: 1855.888672
	Iteration 6F: 3 clusters Score -8437.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -278254.906250 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -278254.9 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 1051 members 
Entering Unmasked Estep 
Score: -276116.375000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -276116.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -276585.906250 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -276585.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -276748.062500 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -276748.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276829.625000 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -276829.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -276875.000000 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -276875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -276913.093750 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -276913.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -276946.625000 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -276946.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -276982.687500 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -276982.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -277031.437500 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -277031.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -277081.031250 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -277081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -277144.687500 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -277144.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -277214.187500 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -277214.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -277282.468750 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -277282.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -277334.906250 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -277334.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -277396.812500 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -277396.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -277442.750000 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -277442.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -277494.968750 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -277495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -277523.406250 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -277523.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -277537.375000 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -277537.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -277546.843750 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -277546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -277550.843750 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -277550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -277555.281250 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -277555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -277557.906250 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -277557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -277563.125000 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -277563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -277565.625000 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -277565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -277566.468750 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -277566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -277566.468750 Penalty: 2490.607422
	Iteration 26F: 3 clusters Score -277566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -151271.546875 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -151271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149661.937500 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -149661.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -150178.546875 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -150178.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -150360.531250 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -150360.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150492.343750 Penalty: 2343.515869
	Iteration 3F: 3 clusters Score -150492.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150574.203125 Penalty: 2343.515869
	Iteration 4Q: 3 clusters Score -150574.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -150634.593750 Penalty: 2343.515869
	Iteration 5Q: 3 clusters Score -150634.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -150669.343750 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -150669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150695.328125 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -150695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150714.671875 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -150714.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -150725.000000 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -150725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150727.984375 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -150728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150728.843750 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -150728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -150729.062500 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -150729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -150729.234375 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -150729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -150729.562500 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -150729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150730.093750 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -150730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -150731.906250 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -150731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -150734.921875 Penalty: 2343.515869
	Iteration 17Q: 3 clusters Score -150734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -150738.265625 Penalty: 2343.515869
	Iteration 18Q: 3 clusters Score -150738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150742.687500 Penalty: 2343.515869
	Iteration 19Q: 3 clusters Score -150742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -150744.609375 Penalty: 2343.515869
	Iteration 20F: 3 clusters Score -150744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -150751.000000 Penalty: 2343.515869
	Iteration 21Q: 3 clusters Score -150751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -150756.203125 Penalty: 2343.515869
	Iteration 22Q: 3 clusters Score -150756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -150760.546875 Penalty: 2343.515869
	Iteration 23Q: 3 clusters Score -150760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150765.203125 Penalty: 2343.515869
	Iteration 24Q: 3 clusters Score -150765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150776.312500 Penalty: 2343.515869
	Iteration 25Q: 3 clusters Score -150776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150813.843750 Penalty: 2343.515869
	Iteration 26Q: 3 clusters Score -150813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150832.875000 Penalty: 2343.515869
	Iteration 27Q: 3 clusters Score -150832.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -150848.453125 Penalty: 2343.515869
	Iteration 28Q: 3 clusters Score -150848.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -150854.875000 Penalty: 2343.515869
	Iteration 29Q: 3 clusters Score -150854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -150857.703125 Penalty: 2343.515869
	Iteration 30Q: 3 clusters Score -150857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -150859.000000 Penalty: 2343.515869
	Iteration 31Q: 3 clusters Score -150859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -150859.000000 Penalty: 2343.515869
	Iteration 32F: 3 clusters Score -150859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -30426.728516 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -30426.73 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 138 members 
Entering Unmasked Estep 
Score: -29670.851562 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -29670.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29838.361328 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -29838.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29908.869141 Penalty: 1831.306519
	Iteration 2Q: 3 clusters Score -29908.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29919.076172 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -29919.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29929.253906 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -29929.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29932.535156 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -29932.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29940.519531 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -29940.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29941.789062 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -29941.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29944.082031 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -29944.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29944.082031 Penalty: 1831.306519
	Iteration 9F: 3 clusters Score -29944.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (76130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Entering Unmasked Estep 
Score: -10386300.000000 Penalty: 1826.532227
	Iteration 0F: 2 clusters Score -1.03863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -10340341.000000 Penalty: 3653.064453
	Iteration 0F: 3 clusters Score -1.034034e+07 nChanged 36228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -10360574.000000 Penalty: 3653.064453
	Iteration 1F: 3 clusters Score -1.036057e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -10361093.000000 Penalty: 3653.064453
	Iteration 2Q: 3 clusters Score -1.036109e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -10361719.000000 Penalty: 3653.064453
	Iteration 3Q: 3 clusters Score -1.036172e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -10362431.000000 Penalty: 3653.064453
	Iteration 4Q: 3 clusters Score -1.036243e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10363547.000000 Penalty: 3653.064453
	Iteration 5Q: 3 clusters Score -1.036355e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -10365101.000000 Penalty: 3653.064453
	Iteration 6Q: 3 clusters Score -1.03651e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -10367718.000000 Penalty: 3653.064453
	Iteration 7F: 3 clusters Score -1.036772e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -10371456.000000 Penalty: 3653.064453
	Iteration 8F: 3 clusters Score -1.037146e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -10375570.000000 Penalty: 3653.064453
	Iteration 9F: 3 clusters Score -1.037557e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -10379025.000000 Penalty: 3653.064453
	Iteration 10F: 3 clusters Score -1.037902e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -10381373.000000 Penalty: 3653.064453
	Iteration 11Q: 3 clusters Score -1.038137e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -10382689.000000 Penalty: 3653.064453
	Iteration 12Q: 3 clusters Score -1.038269e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -10383372.000000 Penalty: 3653.064453
	Iteration 13Q: 3 clusters Score -1.038337e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -10383973.000000 Penalty: 3653.064453
	Iteration 14Q: 3 clusters Score -1.038397e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -10384481.000000 Penalty: 3653.064453
	Iteration 15Q: 3 clusters Score -1.038448e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -10384909.000000 Penalty: 3653.064453
	Iteration 16Q: 3 clusters Score -1.038491e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -10385257.000000 Penalty: 3653.064453
	Iteration 17Q: 3 clusters Score -1.038526e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -10385477.000000 Penalty: 3653.064453
	Iteration 18Q: 3 clusters Score -1.038548e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -10385724.000000 Penalty: 3653.064453
	Iteration 19Q: 3 clusters Score -1.038572e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -10385868.000000 Penalty: 3653.064453
	Iteration 20F: 3 clusters Score -1.038587e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -10385949.000000 Penalty: 3653.064453
	Iteration 21Q: 3 clusters Score -1.038595e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -10385989.000000 Penalty: 3653.064453
	Iteration 22Q: 3 clusters Score -1.038599e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -10386088.000000 Penalty: 3653.064453
	Iteration 23Q: 3 clusters Score -1.038609e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -10386092.000000 Penalty: 3653.064453
	Iteration 24Q: 3 clusters Score -1.038609e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -10386111.000000 Penalty: 3653.064453
	Iteration 25Q: 3 clusters Score -1.038611e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -10386143.000000 Penalty: 3653.064453
	Iteration 26Q: 3 clusters Score -1.038614e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -10386180.000000 Penalty: 3653.064453
	Iteration 27Q: 3 clusters Score -1.038618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -10386188.000000 Penalty: 3653.064453
	Iteration 28Q: 3 clusters Score -1.038619e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -10386224.000000 Penalty: 3653.064453
	Iteration 29Q: 3 clusters Score -1.038622e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -10386206.000000 Penalty: 3653.064453
	Iteration 30Q: 3 clusters Score -1.038621e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -10386195.000000 Penalty: 3653.064453
	Iteration 31Q: 3 clusters Score -1.03862e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -10386204.000000 Penalty: 3653.064453
	Iteration 32Q: 3 clusters Score -1.03862e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -10386231.000000 Penalty: 3653.064453
	Iteration 33Q: 3 clusters Score -1.038623e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -10386214.000000 Penalty: 3653.064453
	Iteration 34Q: 3 clusters Score -1.038621e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -10386220.000000 Penalty: 3653.064453
	Iteration 35Q: 3 clusters Score -1.038622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -10386207.000000 Penalty: 3653.064453
	Iteration 36Q: 3 clusters Score -1.038621e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -10386209.000000 Penalty: 3653.064453
	Iteration 37Q: 3 clusters Score -1.038621e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -10386191.000000 Penalty: 3653.064453
	Iteration 38Q: 3 clusters Score -1.038619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -10386185.000000 Penalty: 3653.064453
	Iteration 39Q: 3 clusters Score -1.038618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -10386192.000000 Penalty: 3653.064453
	Iteration 40F: 3 clusters Score -1.038619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -10386189.000000 Penalty: 3653.064453
	Iteration 41Q: 3 clusters Score -1.038619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -10386189.000000 Penalty: 3653.064453
	Iteration 42Q: 3 clusters Score -1.038619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -10386183.000000 Penalty: 3653.064453
	Iteration 43Q: 3 clusters Score -1.038618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -10386168.000000 Penalty: 3653.064453
	Iteration 44Q: 3 clusters Score -1.038617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -10386160.000000 Penalty: 3653.064453
	Iteration 45Q: 3 clusters Score -1.038616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -10386159.000000 Penalty: 3653.064453
	Iteration 46Q: 3 clusters Score -1.038616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -10386145.000000 Penalty: 3653.064453
	Iteration 47Q: 3 clusters Score -1.038614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -10386145.000000 Penalty: 3653.064453
	Iteration 48Q: 3 clusters Score -1.038614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -10386148.000000 Penalty: 3653.064453
	Iteration 49Q: 3 clusters Score -1.038615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -10386153.000000 Penalty: 3653.064453
	Iteration 50Q: 3 clusters Score -1.038615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -10386150.000000 Penalty: 3653.064453
	Iteration 51Q: 3 clusters Score -1.038615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -10386137.000000 Penalty: 3653.064453
	Iteration 52Q: 3 clusters Score -1.038614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -10386119.000000 Penalty: 3653.064453
	Iteration 53Q: 3 clusters Score -1.038612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -10386116.000000 Penalty: 3653.064453
	Iteration 54Q: 3 clusters Score -1.038612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -10386124.000000 Penalty: 3653.064453
	Iteration 55Q: 3 clusters Score -1.038612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -10386114.000000 Penalty: 3653.064453
	Iteration 56Q: 3 clusters Score -1.038611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -10386097.000000 Penalty: 3653.064453
	Iteration 57Q: 3 clusters Score -1.03861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -10386088.000000 Penalty: 3653.064453
	Iteration 58Q: 3 clusters Score -1.038609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -10386077.000000 Penalty: 3653.064453
	Iteration 59Q: 3 clusters Score -1.038608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -10386093.000000 Penalty: 3653.064453
	Iteration 60F: 3 clusters Score -1.038609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -10386084.000000 Penalty: 3653.064453
	Iteration 61Q: 3 clusters Score -1.038608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -10386073.000000 Penalty: 3653.064453
	Iteration 62Q: 3 clusters Score -1.038607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -10386061.000000 Penalty: 3653.064453
	Iteration 63Q: 3 clusters Score -1.038606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -10386056.000000 Penalty: 3653.064453
	Iteration 64Q: 3 clusters Score -1.038606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -10386053.000000 Penalty: 3653.064453
	Iteration 65Q: 3 clusters Score -1.038605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -10386050.000000 Penalty: 3653.064453
	Iteration 66Q: 3 clusters Score -1.038605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -10386046.000000 Penalty: 3653.064453
	Iteration 67Q: 3 clusters Score -1.038605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -10386045.000000 Penalty: 3653.064453
	Iteration 68Q: 3 clusters Score -1.038604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -10386046.000000 Penalty: 3653.064453
	Iteration 69Q: 3 clusters Score -1.038605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -10386047.000000 Penalty: 3653.064453
	Iteration 70Q: 3 clusters Score -1.038605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -10386034.000000 Penalty: 3653.064453
	Iteration 71Q: 3 clusters Score -1.038603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -10386030.000000 Penalty: 3653.064453
	Iteration 72Q: 3 clusters Score -1.038603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -10386014.000000 Penalty: 3653.064453
	Iteration 73Q: 3 clusters Score -1.038601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -10386028.000000 Penalty: 3653.064453
	Iteration 74Q: 3 clusters Score -1.038603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -10386020.000000 Penalty: 3653.064453
	Iteration 75Q: 3 clusters Score -1.038602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -10386007.000000 Penalty: 3653.064453
	Iteration 76Q: 3 clusters Score -1.038601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -10386005.000000 Penalty: 3653.064453
	Iteration 77Q: 3 clusters Score -1.0386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -10385998.000000 Penalty: 3653.064453
	Iteration 78Q: 3 clusters Score -1.0386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -10385994.000000 Penalty: 3653.064453
	Iteration 79Q: 3 clusters Score -1.038599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10385991.000000 Penalty: 3653.064453
	Iteration 80F: 3 clusters Score -1.038599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -10385984.000000 Penalty: 3653.064453
	Iteration 81Q: 3 clusters Score -1.038598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -10385974.000000 Penalty: 3653.064453
	Iteration 82Q: 3 clusters Score -1.038597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -10385955.000000 Penalty: 3653.064453
	Iteration 83Q: 3 clusters Score -1.038596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -10385955.000000 Penalty: 3653.064453
	Iteration 84Q: 3 clusters Score -1.038596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -10385952.000000 Penalty: 3653.064453
	Iteration 85Q: 3 clusters Score -1.038595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -10385949.000000 Penalty: 3653.064453
	Iteration 86Q: 3 clusters Score -1.038595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -10385944.000000 Penalty: 3653.064453
	Iteration 87Q: 3 clusters Score -1.038594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -10385938.000000 Penalty: 3653.064453
	Iteration 88Q: 3 clusters Score -1.038594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -10385945.000000 Penalty: 3653.064453
	Iteration 89Q: 3 clusters Score -1.038594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -10385925.000000 Penalty: 3653.064453
	Iteration 90Q: 3 clusters Score -1.038592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -10385936.000000 Penalty: 3653.064453
	Iteration 91Q: 3 clusters Score -1.038594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -10385927.000000 Penalty: 3653.064453
	Iteration 92Q: 3 clusters Score -1.038593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -10385932.000000 Penalty: 3653.064453
	Iteration 93Q: 3 clusters Score -1.038593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -10385930.000000 Penalty: 3653.064453
	Iteration 94Q: 3 clusters Score -1.038593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -10385916.000000 Penalty: 3653.064453
	Iteration 95Q: 3 clusters Score -1.038592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -10385898.000000 Penalty: 3653.064453
	Iteration 96Q: 3 clusters Score -1.03859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -10385921.000000 Penalty: 3653.064453
	Iteration 97Q: 3 clusters Score -1.038592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -10385936.000000 Penalty: 3653.064453
	Iteration 98Q: 3 clusters Score -1.038594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -10385924.000000 Penalty: 3653.064453
	Iteration 99Q: 3 clusters Score -1.038592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -10385938.000000 Penalty: 3653.064453
	Iteration 100F: 3 clusters Score -1.038594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -10385957.000000 Penalty: 3653.064453
	Iteration 101Q: 3 clusters Score -1.038596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -10385939.000000 Penalty: 3653.064453
	Iteration 102Q: 3 clusters Score -1.038594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -10385940.000000 Penalty: 3653.064453
	Iteration 103Q: 3 clusters Score -1.038594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -10385923.000000 Penalty: 3653.064453
	Iteration 104Q: 3 clusters Score -1.038592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -10385917.000000 Penalty: 3653.064453
	Iteration 105Q: 3 clusters Score -1.038592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -10385906.000000 Penalty: 3653.064453
	Iteration 106Q: 3 clusters Score -1.038591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -10385908.000000 Penalty: 3653.064453
	Iteration 107Q: 3 clusters Score -1.038591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -10385891.000000 Penalty: 3653.064453
	Iteration 108Q: 3 clusters Score -1.038589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -10385864.000000 Penalty: 3653.064453
	Iteration 109Q: 3 clusters Score -1.038586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10385848.000000 Penalty: 3653.064453
	Iteration 110Q: 3 clusters Score -1.038585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -10385830.000000 Penalty: 3653.064453
	Iteration 111Q: 3 clusters Score -1.038583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -10385822.000000 Penalty: 3653.064453
	Iteration 112Q: 3 clusters Score -1.038582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -10385807.000000 Penalty: 3653.064453
	Iteration 113Q: 3 clusters Score -1.038581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -10385813.000000 Penalty: 3653.064453
	Iteration 114Q: 3 clusters Score -1.038581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -10385824.000000 Penalty: 3653.064453
	Iteration 115Q: 3 clusters Score -1.038582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -10385811.000000 Penalty: 3653.064453
	Iteration 116Q: 3 clusters Score -1.038581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -10385800.000000 Penalty: 3653.064453
	Iteration 117Q: 3 clusters Score -1.03858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -10385795.000000 Penalty: 3653.064453
	Iteration 118Q: 3 clusters Score -1.03858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -10385786.000000 Penalty: 3653.064453
	Iteration 119Q: 3 clusters Score -1.038579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -10385790.000000 Penalty: 3653.064453
	Iteration 120F: 3 clusters Score -1.038579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -10385767.000000 Penalty: 3653.064453
	Iteration 121Q: 3 clusters Score -1.038577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -10385769.000000 Penalty: 3653.064453
	Iteration 122Q: 3 clusters Score -1.038577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -10385748.000000 Penalty: 3653.064453
	Iteration 123Q: 3 clusters Score -1.038575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -10385742.000000 Penalty: 3653.064453
	Iteration 124Q: 3 clusters Score -1.038574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -10385753.000000 Penalty: 3653.064453
	Iteration 125Q: 3 clusters Score -1.038575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -10385740.000000 Penalty: 3653.064453
	Iteration 126Q: 3 clusters Score -1.038574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -10385744.000000 Penalty: 3653.064453
	Iteration 127Q: 3 clusters Score -1.038574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -10385743.000000 Penalty: 3653.064453
	Iteration 128Q: 3 clusters Score -1.038574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -10385735.000000 Penalty: 3653.064453
	Iteration 129Q: 3 clusters Score -1.038574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -10385740.000000 Penalty: 3653.064453
	Iteration 130Q: 3 clusters Score -1.038574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -10385737.000000 Penalty: 3653.064453
	Iteration 131Q: 3 clusters Score -1.038574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -10385714.000000 Penalty: 3653.064453
	Iteration 132Q: 3 clusters Score -1.038571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -10385708.000000 Penalty: 3653.064453
	Iteration 133Q: 3 clusters Score -1.038571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -10385701.000000 Penalty: 3653.064453
	Iteration 134Q: 3 clusters Score -1.03857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -10385705.000000 Penalty: 3653.064453
	Iteration 135Q: 3 clusters Score -1.03857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -10385693.000000 Penalty: 3653.064453
	Iteration 136Q: 3 clusters Score -1.038569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -10385687.000000 Penalty: 3653.064453
	Iteration 137Q: 3 clusters Score -1.038569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -10385701.000000 Penalty: 3653.064453
	Iteration 138Q: 3 clusters Score -1.03857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -10385691.000000 Penalty: 3653.064453
	Iteration 139Q: 3 clusters Score -1.038569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -10385690.000000 Penalty: 3653.064453
	Iteration 140F: 3 clusters Score -1.038569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -10385692.000000 Penalty: 3653.064453
	Iteration 141Q: 3 clusters Score -1.038569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -10385692.000000 Penalty: 3653.064453
	Iteration 142Q: 3 clusters Score -1.038569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -10385687.000000 Penalty: 3653.064453
	Iteration 143Q: 3 clusters Score -1.038569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -10385689.000000 Penalty: 3653.064453
	Iteration 144Q: 3 clusters Score -1.038569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -10385680.000000 Penalty: 3653.064453
	Iteration 145Q: 3 clusters Score -1.038568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -10385677.000000 Penalty: 3653.064453
	Iteration 146Q: 3 clusters Score -1.038568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -10385679.000000 Penalty: 3653.064453
	Iteration 147Q: 3 clusters Score -1.038568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -10385669.000000 Penalty: 3653.064453
	Iteration 148Q: 3 clusters Score -1.038567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -10385668.000000 Penalty: 3653.064453
	Iteration 149Q: 3 clusters Score -1.038567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -10385674.000000 Penalty: 3653.064453
	Iteration 150Q: 3 clusters Score -1.038567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -10385680.000000 Penalty: 3653.064453
	Iteration 151Q: 3 clusters Score -1.038568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -10385662.000000 Penalty: 3653.064453
	Iteration 152Q: 3 clusters Score -1.038566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -10385667.000000 Penalty: 3653.064453
	Iteration 153Q: 3 clusters Score -1.038567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -10385667.000000 Penalty: 3653.064453
	Iteration 154Q: 3 clusters Score -1.038567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10385658.000000 Penalty: 3653.064453
	Iteration 155Q: 3 clusters Score -1.038566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -10385657.000000 Penalty: 3653.064453
	Iteration 156Q: 3 clusters Score -1.038566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10385661.000000 Penalty: 3653.064453
	Iteration 157Q: 3 clusters Score -1.038566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -10385654.000000 Penalty: 3653.064453
	Iteration 158Q: 3 clusters Score -1.038565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -10385649.000000 Penalty: 3653.064453
	Iteration 159Q: 3 clusters Score -1.038565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10385645.000000 Penalty: 3653.064453
	Iteration 160F: 3 clusters Score -1.038564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -10385639.000000 Penalty: 3653.064453
	Iteration 161Q: 3 clusters Score -1.038564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -10385632.000000 Penalty: 3653.064453
	Iteration 162Q: 3 clusters Score -1.038563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -10385636.000000 Penalty: 3653.064453
	Iteration 163Q: 3 clusters Score -1.038564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -10385644.000000 Penalty: 3653.064453
	Iteration 164Q: 3 clusters Score -1.038564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -10385633.000000 Penalty: 3653.064453
	Iteration 165Q: 3 clusters Score -1.038563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -10385625.000000 Penalty: 3653.064453
	Iteration 166Q: 3 clusters Score -1.038562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -10385625.000000 Penalty: 3653.064453
	Iteration 167Q: 3 clusters Score -1.038562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -10385623.000000 Penalty: 3653.064453
	Iteration 168Q: 3 clusters Score -1.038562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -10385629.000000 Penalty: 3653.064453
	Iteration 169Q: 3 clusters Score -1.038563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -10385623.000000 Penalty: 3653.064453
	Iteration 170Q: 3 clusters Score -1.038562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -10385622.000000 Penalty: 3653.064453
	Iteration 171Q: 3 clusters Score -1.038562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -10385620.000000 Penalty: 3653.064453
	Iteration 172Q: 3 clusters Score -1.038562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -10385612.000000 Penalty: 3653.064453
	Iteration 173Q: 3 clusters Score -1.038561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -10385606.000000 Penalty: 3653.064453
	Iteration 174Q: 3 clusters Score -1.038561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -10385606.000000 Penalty: 3653.064453
	Iteration 175F: 3 clusters Score -1.038561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -114256.796875 Penalty: 1103.755981
	Iteration 0F: 2 clusters Score -114256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112882.226562 Penalty: 2207.511963
	Iteration 0F: 3 clusters Score -112882.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113137.382812 Penalty: 2207.511963
	Iteration 1F: 3 clusters Score -113137.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113205.835938 Penalty: 2207.511963
	Iteration 2F: 3 clusters Score -113205.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113250.445312 Penalty: 2207.511963
	Iteration 3Q: 3 clusters Score -113250.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113270.929688 Penalty: 2207.511963
	Iteration 4Q: 3 clusters Score -113270.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113289.234375 Penalty: 2207.511963
	Iteration 5Q: 3 clusters Score -113289.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113323.000000 Penalty: 2207.511963
	Iteration 6Q: 3 clusters Score -113323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113349.882812 Penalty: 2207.511963
	Iteration 7Q: 3 clusters Score -113349.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113369.585938 Penalty: 2207.511963
	Iteration 8Q: 3 clusters Score -113369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113400.210938 Penalty: 2207.511963
	Iteration 9Q: 3 clusters Score -113400.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113419.148438 Penalty: 2207.511963
	Iteration 10Q: 3 clusters Score -113419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113438.007812 Penalty: 2207.511963
	Iteration 11Q: 3 clusters Score -113438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113465.585938 Penalty: 2207.511963
	Iteration 12Q: 3 clusters Score -113465.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113485.906250 Penalty: 2207.511963
	Iteration 13Q: 3 clusters Score -113485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113510.546875 Penalty: 2207.511963
	Iteration 14Q: 3 clusters Score -113510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113520.875000 Penalty: 2207.511963
	Iteration 15Q: 3 clusters Score -113520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113529.375000 Penalty: 2207.511963
	Iteration 16Q: 3 clusters Score -113529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113537.601562 Penalty: 2207.511963
	Iteration 17Q: 3 clusters Score -113537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113540.523438 Penalty: 2207.511963
	Iteration 18Q: 3 clusters Score -113540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113545.101562 Penalty: 2207.511963
	Iteration 19Q: 3 clusters Score -113545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113549.171875 Penalty: 2207.511963
	Iteration 20F: 3 clusters Score -113549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113552.546875 Penalty: 2207.511963
	Iteration 21Q: 3 clusters Score -113552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113553.132812 Penalty: 2207.511963
	Iteration 22Q: 3 clusters Score -113553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113553.132812 Penalty: 2207.511963
	Iteration 23F: 3 clusters Score -113553.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -60771.250000 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -60771.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59718.582031 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -59718.58 nChanged 124
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: -59922.593750 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -59922.59 nChanged 38
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: -60013.726562 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -60013.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60116.613281 Penalty: 2032.494385
	Iteration 3F: 3 clusters Score -60116.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60285.648438 Penalty: 2032.494385
	Iteration 4F: 3 clusters Score -60285.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60391.750000 Penalty: 2032.494385
	Iteration 5F: 3 clusters Score -60391.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60467.183594 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -60467.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60505.476562 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -60505.48 nChanged 12
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: -60533.750000 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -60533.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60544.703125 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -60544.7 nChanged 2
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: -60547.289062 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -60547.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60552.390625 Penalty: 2032.494385
	Iteration 11Q: 3 clusters Score -60552.39 nChanged 1
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: -60555.953125 Penalty: 2032.494385
	Iteration 12Q: 3 clusters Score -60555.95 nChanged 0
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: -60555.953125 Penalty: 2032.494385
	Iteration 13F: 3 clusters Score -60555.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -1157337.375000 Penalty: 1475.833496
	Iteration 0F: 2 clusters Score -1157337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1150962.500000 Penalty: 2951.666992
	Iteration 0F: 3 clusters Score -1150962 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1153081.375000 Penalty: 2951.666992
	Iteration 1F: 3 clusters Score -1153081 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1153470.750000 Penalty: 2951.666992
	Iteration 2F: 3 clusters Score -1153471 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1153794.000000 Penalty: 2951.666992
	Iteration 3F: 3 clusters Score -1153794 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1154127.125000 Penalty: 2951.666992
	Iteration 4F: 3 clusters Score -1154127 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1154443.625000 Penalty: 2951.666992
	Iteration 5F: 3 clusters Score -1154444 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1154750.875000 Penalty: 2951.666992
	Iteration 6Q: 3 clusters Score -1154751 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1155043.500000 Penalty: 2951.666992
	Iteration 7Q: 3 clusters Score -1155044 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1155351.750000 Penalty: 2951.666992
	Iteration 8Q: 3 clusters Score -1155352 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1155615.000000 Penalty: 2951.666992
	Iteration 9Q: 3 clusters Score -1155615 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1155796.000000 Penalty: 2951.666992
	Iteration 10Q: 3 clusters Score -1155796 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1155919.000000 Penalty: 2951.666992
	Iteration 11Q: 3 clusters Score -1155919 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1156030.250000 Penalty: 2951.666992
	Iteration 12Q: 3 clusters Score -1156030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1156075.875000 Penalty: 2951.666992
	Iteration 13Q: 3 clusters Score -1156076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1156098.500000 Penalty: 2951.666992
	Iteration 14Q: 3 clusters Score -1156098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1156121.125000 Penalty: 2951.666992
	Iteration 15Q: 3 clusters Score -1156121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1156133.250000 Penalty: 2951.666992
	Iteration 16Q: 3 clusters Score -1156133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1156142.125000 Penalty: 2951.666992
	Iteration 17Q: 3 clusters Score -1156142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1156150.750000 Penalty: 2951.666992
	Iteration 18Q: 3 clusters Score -1156151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1156153.500000 Penalty: 2951.666992
	Iteration 19Q: 3 clusters Score -1156154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1156159.500000 Penalty: 2951.666992
	Iteration 20F: 3 clusters Score -1156160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1156158.625000 Penalty: 2951.666992
	Iteration 21Q: 3 clusters Score -1156159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1156159.625000 Penalty: 2951.666992
	Iteration 22Q: 3 clusters Score -1156160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1156164.500000 Penalty: 2951.666992
	Iteration 23Q: 3 clusters Score -1156164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1156166.875000 Penalty: 2951.666992
	Iteration 24Q: 3 clusters Score -1156167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1156166.625000 Penalty: 2951.666992
	Iteration 25Q: 3 clusters Score -1156167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1156173.250000 Penalty: 2951.666992
	Iteration 26Q: 3 clusters Score -1156173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1156172.750000 Penalty: 2951.666992
	Iteration 27Q: 3 clusters Score -1156173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1156173.625000 Penalty: 2951.666992
	Iteration 28Q: 3 clusters Score -1156174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1156175.125000 Penalty: 2951.666992
	Iteration 29Q: 3 clusters Score -1156175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1156173.625000 Penalty: 2951.666992
	Iteration 30Q: 3 clusters Score -1156174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1156173.625000 Penalty: 2951.666992
	Iteration 31F: 3 clusters Score -1156174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -10163.664062 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -10163.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9522.189453 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -9522.189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9600.802734 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -9600.803 nChanged 7
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: -9621.264648 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -9621.265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9636.083984 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -9636.084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9659.807617 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -9659.808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9662.712891 Penalty: 1659.432373
	Iteration 5Q: 3 clusters Score -9662.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9669.250977 Penalty: 1659.432373
	Iteration 6Q: 3 clusters Score -9669.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9669.250977 Penalty: 1659.432373
	Iteration 7F: 3 clusters Score -9669.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Entering Unmasked Estep 
Score: -2863806.500000 Penalty: 1620.940308
	Iteration 0F: 2 clusters Score -2863806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2849175.000000 Penalty: 3241.880615
	Iteration 0F: 3 clusters Score -2849175 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2854462.500000 Penalty: 3241.880615
	Iteration 1F: 3 clusters Score -2854462 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2854791.750000 Penalty: 3241.880615
	Iteration 2Q: 3 clusters Score -2854792 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2855081.500000 Penalty: 3241.880615
	Iteration 3Q: 3 clusters Score -2855082 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2855373.250000 Penalty: 3241.880615
	Iteration 4Q: 3 clusters Score -2855373 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2855686.750000 Penalty: 3241.880615
	Iteration 5Q: 3 clusters Score -2855687 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2856067.250000 Penalty: 3241.880615
	Iteration 6Q: 3 clusters Score -2856067 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2856536.750000 Penalty: 3241.880615
	Iteration 7Q: 3 clusters Score -2856537 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2857124.750000 Penalty: 3241.880615
	Iteration 8Q: 3 clusters Score -2857125 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2857781.750000 Penalty: 3241.880615
	Iteration 9Q: 3 clusters Score -2857782 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2858529.000000 Penalty: 3241.880615
	Iteration 10Q: 3 clusters Score -2858529 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2859195.000000 Penalty: 3241.880615
	Iteration 11Q: 3 clusters Score -2859195 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2859738.250000 Penalty: 3241.880615
	Iteration 12Q: 3 clusters Score -2859738 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2860130.250000 Penalty: 3241.880615
	Iteration 13Q: 3 clusters Score -2860130 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2860456.750000 Penalty: 3241.880615
	Iteration 14Q: 3 clusters Score -2860457 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2860724.500000 Penalty: 3241.880615
	Iteration 15Q: 3 clusters Score -2860724 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2860960.500000 Penalty: 3241.880615
	Iteration 16Q: 3 clusters Score -2860960 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2861202.250000 Penalty: 3241.880615
	Iteration 17Q: 3 clusters Score -2861202 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2861407.750000 Penalty: 3241.880615
	Iteration 18Q: 3 clusters Score -2861408 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2861590.250000 Penalty: 3241.880615
	Iteration 19Q: 3 clusters Score -2861590 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2861765.500000 Penalty: 3241.880615
	Iteration 20F: 3 clusters Score -2861766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2861910.500000 Penalty: 3241.880615
	Iteration 21Q: 3 clusters Score -2861910 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2862036.000000 Penalty: 3241.880615
	Iteration 22Q: 3 clusters Score -2862036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2862133.250000 Penalty: 3241.880615
	Iteration 23Q: 3 clusters Score -2862133 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2862221.250000 Penalty: 3241.880615
	Iteration 24Q: 3 clusters Score -2862221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2862302.250000 Penalty: 3241.880615
	Iteration 25Q: 3 clusters Score -2862302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2862356.750000 Penalty: 3241.880615
	Iteration 26Q: 3 clusters Score -2862357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2862391.750000 Penalty: 3241.880615
	Iteration 27Q: 3 clusters Score -2862392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2862419.000000 Penalty: 3241.880615
	Iteration 28Q: 3 clusters Score -2862419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2862450.500000 Penalty: 3241.880615
	Iteration 29Q: 3 clusters Score -2862450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2862476.500000 Penalty: 3241.880615
	Iteration 30Q: 3 clusters Score -2862476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2862487.750000 Penalty: 3241.880615
	Iteration 31Q: 3 clusters Score -2862488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2862498.250000 Penalty: 3241.880615
	Iteration 32Q: 3 clusters Score -2862498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2862514.750000 Penalty: 3241.880615
	Iteration 33Q: 3 clusters Score -2862515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2862517.000000 Penalty: 3241.880615
	Iteration 34Q: 3 clusters Score -2862517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2862523.500000 Penalty: 3241.880615
	Iteration 35Q: 3 clusters Score -2862524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2862526.750000 Penalty: 3241.880615
	Iteration 36Q: 3 clusters Score -2862527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2862528.500000 Penalty: 3241.880615
	Iteration 37Q: 3 clusters Score -2862528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2862532.500000 Penalty: 3241.880615
	Iteration 38Q: 3 clusters Score -2862532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2862539.000000 Penalty: 3241.880615
	Iteration 39Q: 3 clusters Score -2862539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2862540.500000 Penalty: 3241.880615
	Iteration 40F: 3 clusters Score -2862540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2862539.000000 Penalty: 3241.880615
	Iteration 41Q: 3 clusters Score -2862539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2862539.000000 Penalty: 3241.880615
	Iteration 42F: 3 clusters Score -2862539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -652404.812500 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -652404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -648385.500000 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -648385.5 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -649531.062500 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -649531.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -649850.062500 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -649850.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -650123.187500 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -650123.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -650415.437500 Penalty: 2776.239746
	Iteration 4F: 3 clusters Score -650415.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -650795.750000 Penalty: 2776.239746
	Iteration 5F: 3 clusters Score -650795.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -651223.062500 Penalty: 2776.239746
	Iteration 6F: 3 clusters Score -651223.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -651785.125000 Penalty: 2776.239746
	Iteration 7F: 3 clusters Score -651785.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -652536.562500 Penalty: 2776.239746
	Iteration 8F: 3 clusters Score -652536.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -653174.937500 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -653174.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -653512.250000 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -653512.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -653584.937500 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -653584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -653600.187500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -653600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -653605.687500 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -653605.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -653609.812500 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -653609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -653610.687500 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -653610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -653611.750000 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -653611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -653611.937500 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -653611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -653610.875000 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -653610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -653611.437500 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -653611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -653611.437500 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -653611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 2803 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 1874 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 888 members 
Mstep: Class 73 contains 2324 members 
Entering Unmasked Estep 
Score: -68961072.000000 Penalty: 156371.718750
Splitting cluster 51 changes total score from -68956672.000000 to -68961072.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 52 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -281644.656250 Penalty: 1249.075928
	Iteration 0F: 2 clusters Score -281644.7 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 1139 members 
Entering Unmasked Estep 
Score: -279457.000000 Penalty: 2498.151855
	Iteration 0F: 3 clusters Score -279457 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279928.500000 Penalty: 2498.151855
	Iteration 1F: 3 clusters Score -279928.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280054.031250 Penalty: 2498.151855
	Iteration 2F: 3 clusters Score -280054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280167.750000 Penalty: 2498.151855
	Iteration 3F: 3 clusters Score -280167.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -280255.125000 Penalty: 2498.151855
	Iteration 4Q: 3 clusters Score -280255.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -280315.343750 Penalty: 2498.151855
	Iteration 5Q: 3 clusters Score -280315.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -280350.875000 Penalty: 2498.151855
	Iteration 6Q: 3 clusters Score -280350.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -280378.531250 Penalty: 2498.151855
	Iteration 7Q: 3 clusters Score -280378.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280399.218750 Penalty: 2498.151855
	Iteration 8Q: 3 clusters Score -280399.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -280426.718750 Penalty: 2498.151855
	Iteration 9Q: 3 clusters Score -280426.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -280457.562500 Penalty: 2498.151855
	Iteration 10Q: 3 clusters Score -280457.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -280484.218750 Penalty: 2498.151855
	Iteration 11Q: 3 clusters Score -280484.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -280505.312500 Penalty: 2498.151855
	Iteration 12Q: 3 clusters Score -280505.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -280525.656250 Penalty: 2498.151855
	Iteration 13Q: 3 clusters Score -280525.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280543.812500 Penalty: 2498.151855
	Iteration 14Q: 3 clusters Score -280543.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -280565.406250 Penalty: 2498.151855
	Iteration 15Q: 3 clusters Score -280565.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -280589.000000 Penalty: 2498.151855
	Iteration 16Q: 3 clusters Score -280589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -280611.250000 Penalty: 2498.151855
	Iteration 17Q: 3 clusters Score -280611.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -280636.656250 Penalty: 2498.151855
	Iteration 18Q: 3 clusters Score -280636.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -280670.406250 Penalty: 2498.151855
	Iteration 19Q: 3 clusters Score -280670.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -280743.062500 Penalty: 2498.151855
	Iteration 20F: 3 clusters Score -280743.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280873.500000 Penalty: 2498.151855
	Iteration 21Q: 3 clusters Score -280873.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281032.937500 Penalty: 2498.151855
	Iteration 22Q: 3 clusters Score -281032.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -281121.218750 Penalty: 2498.151855
	Iteration 23Q: 3 clusters Score -281121.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281175.656250 Penalty: 2498.151855
	Iteration 24Q: 3 clusters Score -281175.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -281212.562500 Penalty: 2498.151855
	Iteration 25Q: 3 clusters Score -281212.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -281231.906250 Penalty: 2498.151855
	Iteration 26Q: 3 clusters Score -281231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281245.906250 Penalty: 2498.151855
	Iteration 27Q: 3 clusters Score -281245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -281254.625000 Penalty: 2498.151855
	Iteration 28Q: 3 clusters Score -281254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -281260.937500 Penalty: 2498.151855
	Iteration 29Q: 3 clusters Score -281260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -281264.812500 Penalty: 2498.151855
	Iteration 30Q: 3 clusters Score -281264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281266.125000 Penalty: 2498.151855
	Iteration 31Q: 3 clusters Score -281266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -281267.062500 Penalty: 2498.151855
	Iteration 32Q: 3 clusters Score -281267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -281267.281250 Penalty: 2498.151855
	Iteration 33Q: 3 clusters Score -281267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281267.843750 Penalty: 2498.151855
	Iteration 34Q: 3 clusters Score -281267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -281268.625000 Penalty: 2498.151855
	Iteration 35Q: 3 clusters Score -281268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -281268.625000 Penalty: 2498.151855
	Iteration 36F: 3 clusters Score -281268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12148.745117 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -12148.75 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 59 members 
Entering Unmasked Estep 
Score: -11636.589844 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -11636.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11725.758789 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -11725.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -11749.652344 Penalty: 1594.214355
	Iteration 2F: 3 clusters Score -11749.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -47728.917969 Penalty: 990.205078
	Iteration 0F: 2 clusters Score -47728.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46755.839844 Penalty: 1980.410156
	Iteration 0F: 3 clusters Score -46755.84 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47001.546875 Penalty: 1980.410156
	Iteration 1F: 3 clusters Score -47001.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47129.667969 Penalty: 1980.410156
	Iteration 2F: 3 clusters Score -47129.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47237.183594 Penalty: 1980.410156
	Iteration 3F: 3 clusters Score -47237.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47309.628906 Penalty: 1980.410156
	Iteration 4F: 3 clusters Score -47309.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47405.964844 Penalty: 1980.410156
	Iteration 5Q: 3 clusters Score -47405.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47500.941406 Penalty: 1980.410156
	Iteration 6Q: 3 clusters Score -47500.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47549.503906 Penalty: 1980.410156
	Iteration 7Q: 3 clusters Score -47549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47575.402344 Penalty: 1980.410156
	Iteration 8Q: 3 clusters Score -47575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47584.183594 Penalty: 1980.410156
	Iteration 9Q: 3 clusters Score -47584.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47586.585938 Penalty: 1980.410156
	Iteration 10Q: 3 clusters Score -47586.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47586.585938 Penalty: 1980.410156
	Iteration 11F: 3 clusters Score -47586.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Entering Unmasked Estep 
Score: -192478.328125 Penalty: 1204.770142
	Iteration 0F: 2 clusters Score -192478.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190653.640625 Penalty: 2409.540283
	Iteration 0F: 3 clusters Score -190653.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191332.750000 Penalty: 2409.540283
	Iteration 1F: 3 clusters Score -191332.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191622.078125 Penalty: 2409.540283
	Iteration 2F: 3 clusters Score -191622.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191794.000000 Penalty: 2409.540283
	Iteration 3F: 3 clusters Score -191794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191878.687500 Penalty: 2409.540283
	Iteration 4Q: 3 clusters Score -191878.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -191926.906250 Penalty: 2409.540283
	Iteration 5Q: 3 clusters Score -191926.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191969.437500 Penalty: 2409.540283
	Iteration 6Q: 3 clusters Score -191969.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192013.078125 Penalty: 2409.540283
	Iteration 7Q: 3 clusters Score -192013.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192049.203125 Penalty: 2409.540283
	Iteration 8Q: 3 clusters Score -192049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192091.843750 Penalty: 2409.540283
	Iteration 9Q: 3 clusters Score -192091.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -192116.625000 Penalty: 2409.540283
	Iteration 10Q: 3 clusters Score -192116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192123.234375 Penalty: 2409.540283
	Iteration 11Q: 3 clusters Score -192123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192126.140625 Penalty: 2409.540283
	Iteration 12Q: 3 clusters Score -192126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192128.781250 Penalty: 2409.540283
	Iteration 13Q: 3 clusters Score -192128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192131.875000 Penalty: 2409.540283
	Iteration 14Q: 3 clusters Score -192131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192133.359375 Penalty: 2409.540283
	Iteration 15Q: 3 clusters Score -192133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192135.218750 Penalty: 2409.540283
	Iteration 16Q: 3 clusters Score -192135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192138.890625 Penalty: 2409.540283
	Iteration 17Q: 3 clusters Score -192138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192145.671875 Penalty: 2409.540283
	Iteration 18Q: 3 clusters Score -192145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192148.437500 Penalty: 2409.540283
	Iteration 19Q: 3 clusters Score -192148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192148.437500 Penalty: 2409.540283
	Iteration 20F: 3 clusters Score -192148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18939.744141 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18939.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18256.117188 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18256.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18323.121094 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18323.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18348.396484 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18355.929688 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18355.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18360.375000 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18360.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18368.533203 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -18368.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18397.951172 Penalty: 1672.935669
	Iteration 6Q: 3 clusters Score -18397.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18414.791016 Penalty: 1672.935669
	Iteration 7Q: 3 clusters Score -18414.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18416.695312 Penalty: 1672.935669
	Iteration 8Q: 3 clusters Score -18416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18416.695312 Penalty: 1672.935669
	Iteration 9F: 3 clusters Score -18416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -147682.890625 Penalty: 1145.362793
	Iteration 0F: 2 clusters Score -147682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -146134.843750 Penalty: 2290.725586
	Iteration 0F: 3 clusters Score -146134.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146429.734375 Penalty: 2290.725586
	Iteration 1F: 3 clusters Score -146429.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146500.531250 Penalty: 2290.725586
	Iteration 2F: 3 clusters Score -146500.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146551.250000 Penalty: 2290.725586
	Iteration 3Q: 3 clusters Score -146551.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146597.796875 Penalty: 2290.725586
	Iteration 4Q: 3 clusters Score -146597.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -146632.234375 Penalty: 2290.725586
	Iteration 5Q: 3 clusters Score -146632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -146658.093750 Penalty: 2290.725586
	Iteration 6Q: 3 clusters Score -146658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -146679.703125 Penalty: 2290.725586
	Iteration 7Q: 3 clusters Score -146679.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -146692.218750 Penalty: 2290.725586
	Iteration 8Q: 3 clusters Score -146692.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146704.156250 Penalty: 2290.725586
	Iteration 9Q: 3 clusters Score -146704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -146712.531250 Penalty: 2290.725586
	Iteration 10Q: 3 clusters Score -146712.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -146726.093750 Penalty: 2290.725586
	Iteration 11Q: 3 clusters Score -146726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -146737.562500 Penalty: 2290.725586
	Iteration 12Q: 3 clusters Score -146737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -146746.593750 Penalty: 2290.725586
	Iteration 13Q: 3 clusters Score -146746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146753.843750 Penalty: 2290.725586
	Iteration 14Q: 3 clusters Score -146753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146766.468750 Penalty: 2290.725586
	Iteration 15Q: 3 clusters Score -146766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -146778.015625 Penalty: 2290.725586
	Iteration 16Q: 3 clusters Score -146778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146782.828125 Penalty: 2290.725586
	Iteration 17Q: 3 clusters Score -146782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146789.187500 Penalty: 2290.725586
	Iteration 18Q: 3 clusters Score -146789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -146793.875000 Penalty: 2290.725586
	Iteration 19Q: 3 clusters Score -146793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146797.875000 Penalty: 2290.725586
	Iteration 20F: 3 clusters Score -146797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -146800.046875 Penalty: 2290.725586
	Iteration 21Q: 3 clusters Score -146800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -146800.046875 Penalty: 2290.725586
	Iteration 22F: 3 clusters Score -146800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (31954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Entering Unmasked Estep 
Score: -4046851.750000 Penalty: 1685.458496
	Iteration 0F: 2 clusters Score -4046852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4025285.000000 Penalty: 3370.916992
	Iteration 0F: 3 clusters Score -4025285 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4033966.500000 Penalty: 3370.916992
	Iteration 1F: 3 clusters Score -4033966 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4034932.750000 Penalty: 3370.916992
	Iteration 2F: 3 clusters Score -4034933 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4035904.750000 Penalty: 3370.916992
	Iteration 3F: 3 clusters Score -4035905 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4036886.750000 Penalty: 3370.916992
	Iteration 4F: 3 clusters Score -4036887 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4037760.250000 Penalty: 3370.916992
	Iteration 5F: 3 clusters Score -4037760 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4038516.500000 Penalty: 3370.916992
	Iteration 6F: 3 clusters Score -4038516 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4039207.000000 Penalty: 3370.916992
	Iteration 7Q: 3 clusters Score -4039207 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4039872.250000 Penalty: 3370.916992
	Iteration 8Q: 3 clusters Score -4039872 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4040433.250000 Penalty: 3370.916992
	Iteration 9Q: 3 clusters Score -4040433 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4040941.000000 Penalty: 3370.916992
	Iteration 10Q: 3 clusters Score -4040941 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4041395.750000 Penalty: 3370.916992
	Iteration 11Q: 3 clusters Score -4041396 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4041823.000000 Penalty: 3370.916992
	Iteration 12Q: 3 clusters Score -4041823 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4042178.750000 Penalty: 3370.916992
	Iteration 13Q: 3 clusters Score -4042179 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4042451.250000 Penalty: 3370.916992
	Iteration 14Q: 3 clusters Score -4042451 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4042728.750000 Penalty: 3370.916992
	Iteration 15Q: 3 clusters Score -4042729 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4042998.000000 Penalty: 3370.916992
	Iteration 16Q: 3 clusters Score -4042998 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4043241.000000 Penalty: 3370.916992
	Iteration 17Q: 3 clusters Score -4043241 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4043445.000000 Penalty: 3370.916992
	Iteration 18Q: 3 clusters Score -4043445 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4043636.000000 Penalty: 3370.916992
	Iteration 19Q: 3 clusters Score -4043636 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4043767.250000 Penalty: 3370.916992
	Iteration 20F: 3 clusters Score -4043767 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4043891.500000 Penalty: 3370.916992
	Iteration 21Q: 3 clusters Score -4043892 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4044001.000000 Penalty: 3370.916992
	Iteration 22Q: 3 clusters Score -4044001 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -4044111.500000 Penalty: 3370.916992
	Iteration 23Q: 3 clusters Score -4044112 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4044191.250000 Penalty: 3370.916992
	Iteration 24Q: 3 clusters Score -4044191 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4044325.000000 Penalty: 3370.916992
	Iteration 25Q: 3 clusters Score -4044325 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4044451.250000 Penalty: 3370.916992
	Iteration 26Q: 3 clusters Score -4044451 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4044562.250000 Penalty: 3370.916992
	Iteration 27Q: 3 clusters Score -4044562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4044650.750000 Penalty: 3370.916992
	Iteration 28Q: 3 clusters Score -4044651 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4044719.250000 Penalty: 3370.916992
	Iteration 29Q: 3 clusters Score -4044719 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4044814.000000 Penalty: 3370.916992
	Iteration 30Q: 3 clusters Score -4044814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4044898.500000 Penalty: 3370.916992
	Iteration 31Q: 3 clusters Score -4044898 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4044987.250000 Penalty: 3370.916992
	Iteration 32Q: 3 clusters Score -4044987 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4045099.500000 Penalty: 3370.916992
	Iteration 33Q: 3 clusters Score -4045100 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4045226.750000 Penalty: 3370.916992
	Iteration 34Q: 3 clusters Score -4045227 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4045338.500000 Penalty: 3370.916992
	Iteration 35Q: 3 clusters Score -4045338 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4045438.750000 Penalty: 3370.916992
	Iteration 36Q: 3 clusters Score -4045439 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4045538.000000 Penalty: 3370.916992
	Iteration 37Q: 3 clusters Score -4045538 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4045649.250000 Penalty: 3370.916992
	Iteration 38Q: 3 clusters Score -4045649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -4045725.750000 Penalty: 3370.916992
	Iteration 39Q: 3 clusters Score -4045726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4045800.750000 Penalty: 3370.916992
	Iteration 40F: 3 clusters Score -4045801 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4045899.000000 Penalty: 3370.916992
	Iteration 41Q: 3 clusters Score -4045899 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4045988.250000 Penalty: 3370.916992
	Iteration 42Q: 3 clusters Score -4045988 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4046052.750000 Penalty: 3370.916992
	Iteration 43Q: 3 clusters Score -4046053 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4046106.250000 Penalty: 3370.916992
	Iteration 44Q: 3 clusters Score -4046106 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4046172.750000 Penalty: 3370.916992
	Iteration 45Q: 3 clusters Score -4046173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4046210.500000 Penalty: 3370.916992
	Iteration 46Q: 3 clusters Score -4046210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4046242.000000 Penalty: 3370.916992
	Iteration 47Q: 3 clusters Score -4046242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4046259.500000 Penalty: 3370.916992
	Iteration 48Q: 3 clusters Score -4046260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4046289.500000 Penalty: 3370.916992
	Iteration 49Q: 3 clusters Score -4046290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4046323.250000 Penalty: 3370.916992
	Iteration 50Q: 3 clusters Score -4046323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -4046348.500000 Penalty: 3370.916992
	Iteration 51Q: 3 clusters Score -4046348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4046366.750000 Penalty: 3370.916992
	Iteration 52Q: 3 clusters Score -4046367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4046380.000000 Penalty: 3370.916992
	Iteration 53Q: 3 clusters Score -4046380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -4046380.750000 Penalty: 3370.916992
	Iteration 54Q: 3 clusters Score -4046381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -4046391.250000 Penalty: 3370.916992
	Iteration 55Q: 3 clusters Score -4046391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4046392.500000 Penalty: 3370.916992
	Iteration 56Q: 3 clusters Score -4046392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4046406.000000 Penalty: 3370.916992
	Iteration 57Q: 3 clusters Score -4046406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4046410.750000 Penalty: 3370.916992
	Iteration 58Q: 3 clusters Score -4046411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4046416.000000 Penalty: 3370.916992
	Iteration 59Q: 3 clusters Score -4046416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4046421.000000 Penalty: 3370.916992
	Iteration 60F: 3 clusters Score -4046421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4046430.750000 Penalty: 3370.916992
	Iteration 61Q: 3 clusters Score -4046431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4046438.500000 Penalty: 3370.916992
	Iteration 62Q: 3 clusters Score -4046438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4046432.750000 Penalty: 3370.916992
	Iteration 63Q: 3 clusters Score -4046433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4046432.250000 Penalty: 3370.916992
	Iteration 64Q: 3 clusters Score -4046432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4046435.750000 Penalty: 3370.916992
	Iteration 65Q: 3 clusters Score -4046436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4046439.000000 Penalty: 3370.916992
	Iteration 66Q: 3 clusters Score -4046439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4046442.000000 Penalty: 3370.916992
	Iteration 67Q: 3 clusters Score -4046442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4046441.750000 Penalty: 3370.916992
	Iteration 68Q: 3 clusters Score -4046442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4046445.250000 Penalty: 3370.916992
	Iteration 69Q: 3 clusters Score -4046445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4046445.000000 Penalty: 3370.916992
	Iteration 70Q: 3 clusters Score -4046445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4046445.750000 Penalty: 3370.916992
	Iteration 71Q: 3 clusters Score -4046446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4046445.750000 Penalty: 3370.916992
	Iteration 72Q: 3 clusters Score -4046446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4046453.750000 Penalty: 3370.916992
	Iteration 73Q: 3 clusters Score -4046454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4046449.500000 Penalty: 3370.916992
	Iteration 74Q: 3 clusters Score -4046450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4046454.250000 Penalty: 3370.916992
	Iteration 75Q: 3 clusters Score -4046454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4046455.500000 Penalty: 3370.916992
	Iteration 76Q: 3 clusters Score -4046456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4046454.500000 Penalty: 3370.916992
	Iteration 77Q: 3 clusters Score -4046454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4046455.750000 Penalty: 3370.916992
	Iteration 78Q: 3 clusters Score -4046456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4046460.000000 Penalty: 3370.916992
	Iteration 79Q: 3 clusters Score -4046460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4046460.000000 Penalty: 3370.916992
	Iteration 80F: 3 clusters Score -4046460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -244424.718750 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -244424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -242391.281250 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -242391.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242868.703125 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -242868.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -243002.234375 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -243002.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -243094.328125 Penalty: 2449.145020
	Iteration 3F: 3 clusters Score -243094.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -243163.625000 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -243163.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -243210.734375 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -243210.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -243248.812500 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -243248.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -243273.171875 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -243273.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -243285.562500 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -243285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -243296.250000 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -243296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -243302.640625 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -243302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -243311.015625 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -243311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -243321.468750 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -243321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -243330.296875 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -243330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -243336.859375 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -243336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -243342.671875 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -243342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -243348.156250 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -243348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -243356.375000 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -243356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243365.515625 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -243365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243374.031250 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -243374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -243380.203125 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -243380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -243385.406250 Penalty: 2449.145020
	Iteration 21Q: 3 clusters Score -243385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -243391.171875 Penalty: 2449.145020
	Iteration 22Q: 3 clusters Score -243391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243395.125000 Penalty: 2449.145020
	Iteration 23Q: 3 clusters Score -243395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -243402.375000 Penalty: 2449.145020
	Iteration 24Q: 3 clusters Score -243402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -243406.796875 Penalty: 2449.145020
	Iteration 25Q: 3 clusters Score -243406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243409.890625 Penalty: 2449.145020
	Iteration 26Q: 3 clusters Score -243409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -243416.140625 Penalty: 2449.145020
	Iteration 27Q: 3 clusters Score -243416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -243417.046875 Penalty: 2449.145020
	Iteration 28Q: 3 clusters Score -243417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243419.468750 Penalty: 2449.145020
	Iteration 29Q: 3 clusters Score -243419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243419.921875 Penalty: 2449.145020
	Iteration 30Q: 3 clusters Score -243419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243421.015625 Penalty: 2449.145020
	Iteration 31Q: 3 clusters Score -243421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -243423.578125 Penalty: 2449.145020
	Iteration 32Q: 3 clusters Score -243423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -243427.109375 Penalty: 2449.145020
	Iteration 33Q: 3 clusters Score -243427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -243431.531250 Penalty: 2449.145020
	Iteration 34Q: 3 clusters Score -243431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -243436.000000 Penalty: 2449.145020
	Iteration 35Q: 3 clusters Score -243436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -243441.859375 Penalty: 2449.145020
	Iteration 36Q: 3 clusters Score -243441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -243450.906250 Penalty: 2449.145020
	Iteration 37Q: 3 clusters Score -243450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -243460.125000 Penalty: 2449.145020
	Iteration 38Q: 3 clusters Score -243460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243469.531250 Penalty: 2449.145020
	Iteration 39Q: 3 clusters Score -243469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243479.671875 Penalty: 2449.145020
	Iteration 40F: 3 clusters Score -243479.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -243496.812500 Penalty: 2449.145020
	Iteration 41Q: 3 clusters Score -243496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -243533.156250 Penalty: 2449.145020
	Iteration 42Q: 3 clusters Score -243533.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -243650.593750 Penalty: 2449.145020
	Iteration 43Q: 3 clusters Score -243650.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -243926.265625 Penalty: 2449.145020
	Iteration 44Q: 3 clusters Score -243926.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -244157.921875 Penalty: 2449.145020
	Iteration 45Q: 3 clusters Score -244157.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -244268.562500 Penalty: 2449.145020
	Iteration 46Q: 3 clusters Score -244268.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244359.656250 Penalty: 2449.145020
	Iteration 47Q: 3 clusters Score -244359.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244445.000000 Penalty: 2449.145020
	Iteration 48Q: 3 clusters Score -244445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -244519.765625 Penalty: 2449.145020
	Iteration 49Q: 3 clusters Score -244519.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244616.203125 Penalty: 2449.145020
	Iteration 50Q: 3 clusters Score -244616.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244757.234375 Penalty: 2449.145020
	Iteration 51Q: 3 clusters Score -244757.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -244877.921875 Penalty: 2449.145020
	Iteration 52Q: 3 clusters Score -244877.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -244943.203125 Penalty: 2449.145020
	Iteration 53Q: 3 clusters Score -244943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -244954.484375 Penalty: 2449.145020
	Iteration 54Q: 3 clusters Score -244954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -244956.593750 Penalty: 2449.145020
	Iteration 55F: 3 clusters Score -244956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -244959.484375 Penalty: 2449.145020
	Iteration 56Q: 3 clusters Score -244959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -244959.484375 Penalty: 2449.145020
	Iteration 57F: 3 clusters Score -244959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 86040 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 2803 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 680 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1017 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 7426 members 
Mstep: Class 70 contains 230 members 
Mstep: Class 71 contains 730 members 
Mstep: Class 72 contains 888 members 
Mstep: Class 73 contains 2324 members 
Mstep: Class 74 contains 1194 members 
Entering Unmasked Estep 
Score: -68960736.000000 Penalty: 158513.796875
Splitting cluster 59 changes total score from -68956672.000000 to -68960736.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 60 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -69501.328125 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -69501.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68383.359375 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -68383.36 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68546.015625 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -68546.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68611.210938 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -68611.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68643.421875 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -68643.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68663.054688 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -68663.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68675.242188 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -68675.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68688.031250 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -68688.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68692.765625 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -68692.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68702.195312 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -68702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68708.328125 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -68708.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68711.007812 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -68711.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68717.578125 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -68717.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68721.570312 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -68721.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68725.132812 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -68725.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68728.601562 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -68728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68733.812500 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -68733.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68741.187500 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -68741.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68758.234375 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -68758.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68772.054688 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -68772.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68798.640625 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -68798.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68810.343750 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -68810.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68816.546875 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -68816.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68823.835938 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -68823.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68835.093750 Penalty: 2053.078613
	Iteration 23Q: 3 clusters Score -68835.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68843.703125 Penalty: 2053.078613
	Iteration 24Q: 3 clusters Score -68843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68851.515625 Penalty: 2053.078613
	Iteration 25Q: 3 clusters Score -68851.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68852.921875 Penalty: 2053.078613
	Iteration 26Q: 3 clusters Score -68852.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68852.921875 Penalty: 2053.078613
	Iteration 27F: 3 clusters Score -68852.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -616261.812500 Penalty: 1372.739746
	Iteration 0F: 2 clusters Score -616261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -612481.562500 Penalty: 2745.479492
	Iteration 0F: 3 clusters Score -612481.6 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -613508.812500 Penalty: 2745.479492
	Iteration 1F: 3 clusters Score -613508.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -613668.812500 Penalty: 2745.479492
	Iteration 2F: 3 clusters Score -613668.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -613765.500000 Penalty: 2745.479492
	Iteration 3Q: 3 clusters Score -613765.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -613830.062500 Penalty: 2745.479492
	Iteration 4Q: 3 clusters Score -613830.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -613888.500000 Penalty: 2745.479492
	Iteration 5Q: 3 clusters Score -613888.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -613933.375000 Penalty: 2745.479492
	Iteration 6Q: 3 clusters Score -613933.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -613969.312500 Penalty: 2745.479492
	Iteration 7Q: 3 clusters Score -613969.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -613994.625000 Penalty: 2745.479492
	Iteration 8Q: 3 clusters Score -613994.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614017.187500 Penalty: 2745.479492
	Iteration 9Q: 3 clusters Score -614017.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -614043.812500 Penalty: 2745.479492
	Iteration 10Q: 3 clusters Score -614043.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -614065.812500 Penalty: 2745.479492
	Iteration 11Q: 3 clusters Score -614065.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -614091.562500 Penalty: 2745.479492
	Iteration 12Q: 3 clusters Score -614091.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -614111.312500 Penalty: 2745.479492
	Iteration 13Q: 3 clusters Score -614111.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -614125.187500 Penalty: 2745.479492
	Iteration 14Q: 3 clusters Score -614125.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -614140.687500 Penalty: 2745.479492
	Iteration 15Q: 3 clusters Score -614140.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -614159.625000 Penalty: 2745.479492
	Iteration 16Q: 3 clusters Score -614159.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -614176.875000 Penalty: 2745.479492
	Iteration 17Q: 3 clusters Score -614176.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -614195.625000 Penalty: 2745.479492
	Iteration 18Q: 3 clusters Score -614195.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -614220.375000 Penalty: 2745.479492
	Iteration 19Q: 3 clusters Score -614220.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -614247.062500 Penalty: 2745.479492
	Iteration 20F: 3 clusters Score -614247.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -614279.187500 Penalty: 2745.479492
	Iteration 21Q: 3 clusters Score -614279.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -614314.687500 Penalty: 2745.479492
	Iteration 22Q: 3 clusters Score -614314.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -614372.625000 Penalty: 2745.479492
	Iteration 23Q: 3 clusters Score -614372.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -614432.375000 Penalty: 2745.479492
	Iteration 24Q: 3 clusters Score -614432.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -614486.250000 Penalty: 2745.479492
	Iteration 25Q: 3 clusters Score -614486.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -614544.000000 Penalty: 2745.479492
	Iteration 26Q: 3 clusters Score -614544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -614611.375000 Penalty: 2745.479492
	Iteration 27Q: 3 clusters Score -614611.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -614680.437500 Penalty: 2745.479492
	Iteration 28Q: 3 clusters Score -614680.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -614748.562500 Penalty: 2745.479492
	Iteration 29Q: 3 clusters Score -614748.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -614823.500000 Penalty: 2745.479492
	Iteration 30Q: 3 clusters Score -614823.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -614893.625000 Penalty: 2745.479492
	Iteration 31Q: 3 clusters Score -614893.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -614933.437500 Penalty: 2745.479492
	Iteration 32Q: 3 clusters Score -614933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -614973.250000 Penalty: 2745.479492
	Iteration 33Q: 3 clusters Score -614973.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -615003.000000 Penalty: 2745.479492
	Iteration 34Q: 3 clusters Score -615003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -615023.875000 Penalty: 2745.479492
	Iteration 35Q: 3 clusters Score -615023.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -615040.500000 Penalty: 2745.479492
	Iteration 36Q: 3 clusters Score -615040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -615050.000000 Penalty: 2745.479492
	Iteration 37Q: 3 clusters Score -615050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -615057.937500 Penalty: 2745.479492
	Iteration 38Q: 3 clusters Score -615057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -615066.250000 Penalty: 2745.479492
	Iteration 39Q: 3 clusters Score -615066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -615071.375000 Penalty: 2745.479492
	Iteration 40F: 3 clusters Score -615071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -615072.000000 Penalty: 2745.479492
	Iteration 41Q: 3 clusters Score -615072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -615078.187500 Penalty: 2745.479492
	Iteration 42Q: 3 clusters Score -615078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -615079.187500 Penalty: 2745.479492
	Iteration 43Q: 3 clusters Score -615079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -615080.625000 Penalty: 2745.479492
	Iteration 44Q: 3 clusters Score -615080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -615081.562500 Penalty: 2745.479492
	Iteration 45Q: 3 clusters Score -615081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -615086.437500 Penalty: 2745.479492
	Iteration 46Q: 3 clusters Score -615086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -615086.875000 Penalty: 2745.479492
	Iteration 47Q: 3 clusters Score -615086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -615089.125000 Penalty: 2745.479492
	Iteration 48Q: 3 clusters Score -615089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -615090.500000 Penalty: 2745.479492
	Iteration 49Q: 3 clusters Score -615090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -615090.562500 Penalty: 2745.479492
	Iteration 50Q: 3 clusters Score -615090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -615090.875000 Penalty: 2745.479492
	Iteration 51Q: 3 clusters Score -615090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -615091.437500 Penalty: 2745.479492
	Iteration 52Q: 3 clusters Score -615091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -615092.375000 Penalty: 2745.479492
	Iteration 53Q: 3 clusters Score -615092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -615093.250000 Penalty: 2745.479492
	Iteration 54Q: 3 clusters Score -615093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -615093.687500 Penalty: 2745.479492
	Iteration 55Q: 3 clusters Score -615093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -615095.000000 Penalty: 2745.479492
	Iteration 56Q: 3 clusters Score -615095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -615095.000000 Penalty: 2745.479492
	Iteration 57F: 3 clusters Score -615095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -618468.500000 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -618468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -615247.187500 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -615247.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -616067.437500 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -616067.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -616190.250000 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -616190.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -616249.312500 Penalty: 2681.790771
	Iteration 3Q: 3 clusters Score -616249.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -616295.687500 Penalty: 2681.790771
	Iteration 4Q: 3 clusters Score -616295.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -616326.750000 Penalty: 2681.790771
	Iteration 5Q: 3 clusters Score -616326.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -616355.437500 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -616355.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -616383.875000 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -616383.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -616411.312500 Penalty: 2681.790771
	Iteration 8Q: 3 clusters Score -616411.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -616435.625000 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -616435.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -616455.062500 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -616455.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -616475.125000 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -616475.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -616492.937500 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -616492.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -616508.375000 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -616508.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -616523.687500 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -616523.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -616539.375000 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -616539.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -616557.125000 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -616557.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -616571.625000 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -616571.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -616584.625000 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -616584.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -616599.125000 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -616599.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -616618.375000 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -616618.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -616638.000000 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -616638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -616652.562500 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -616652.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -616671.937500 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -616671.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -616684.937500 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -616684.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -616699.500000 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -616699.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -616712.312500 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -616712.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -616728.625000 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -616728.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -616742.687500 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -616742.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -616759.000000 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -616759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -616776.375000 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -616776.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -616797.750000 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -616797.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -616833.062500 Penalty: 2681.790771
	Iteration 32Q: 3 clusters Score -616833.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -616871.812500 Penalty: 2681.790771
	Iteration 33Q: 3 clusters Score -616871.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -616905.312500 Penalty: 2681.790771
	Iteration 34Q: 3 clusters Score -616905.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -616941.000000 Penalty: 2681.790771
	Iteration 35Q: 3 clusters Score -616941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -616979.062500 Penalty: 2681.790771
	Iteration 36Q: 3 clusters Score -616979.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -617013.187500 Penalty: 2681.790771
	Iteration 37Q: 3 clusters Score -617013.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -617038.312500 Penalty: 2681.790771
	Iteration 38Q: 3 clusters Score -617038.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -617068.187500 Penalty: 2681.790771
	Iteration 39Q: 3 clusters Score -617068.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -617103.437500 Penalty: 2681.790771
	Iteration 40F: 3 clusters Score -617103.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -617134.875000 Penalty: 2681.790771
	Iteration 41Q: 3 clusters Score -617134.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -617152.937500 Penalty: 2681.790771
	Iteration 42Q: 3 clusters Score -617152.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -617173.687500 Penalty: 2681.790771
	Iteration 43Q: 3 clusters Score -617173.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -617194.812500 Penalty: 2681.790771
	Iteration 44Q: 3 clusters Score -617194.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -617214.375000 Penalty: 2681.790771
	Iteration 45Q: 3 clusters Score -617214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -617228.125000 Penalty: 2681.790771
	Iteration 46Q: 3 clusters Score -617228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -617238.062500 Penalty: 2681.790771
	Iteration 47Q: 3 clusters Score -617238.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -617245.750000 Penalty: 2681.790771
	Iteration 48Q: 3 clusters Score -617245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -617252.375000 Penalty: 2681.790771
	Iteration 49Q: 3 clusters Score -617252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -617260.312500 Penalty: 2681.790771
	Iteration 50Q: 3 clusters Score -617260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -617273.187500 Penalty: 2681.790771
	Iteration 51Q: 3 clusters Score -617273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -617278.125000 Penalty: 2681.790771
	Iteration 52Q: 3 clusters Score -617278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -617283.125000 Penalty: 2681.790771
	Iteration 53Q: 3 clusters Score -617283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -617289.937500 Penalty: 2681.790771
	Iteration 54Q: 3 clusters Score -617289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -617290.562500 Penalty: 2681.790771
	Iteration 55Q: 3 clusters Score -617290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -617291.062500 Penalty: 2681.790771
	Iteration 56Q: 3 clusters Score -617291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -617295.062500 Penalty: 2681.790771
	Iteration 57Q: 3 clusters Score -617295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -617296.187500 Penalty: 2681.790771
	Iteration 58Q: 3 clusters Score -617296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -617297.000000 Penalty: 2681.790771
	Iteration 59Q: 3 clusters Score -617297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -617297.875000 Penalty: 2681.790771
	Iteration 60F: 3 clusters Score -617297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -617298.312500 Penalty: 2681.790771
	Iteration 61Q: 3 clusters Score -617298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -617299.187500 Penalty: 2681.790771
	Iteration 62Q: 3 clusters Score -617299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -617298.875000 Penalty: 2681.790771
	Iteration 63Q: 3 clusters Score -617298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -617299.375000 Penalty: 2681.790771
	Iteration 64Q: 3 clusters Score -617299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -617301.062500 Penalty: 2681.790771
	Iteration 65Q: 3 clusters Score -617301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -617304.562500 Penalty: 2681.790771
	Iteration 66Q: 3 clusters Score -617304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -617309.187500 Penalty: 2681.790771
	Iteration 67Q: 3 clusters Score -617309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -617312.625000 Penalty: 2681.790771
	Iteration 68Q: 3 clusters Score -617312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -617314.562500 Penalty: 2681.790771
	Iteration 69Q: 3 clusters Score -617314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -617318.125000 Penalty: 2681.790771
	Iteration 70Q: 3 clusters Score -617318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -617319.687500 Penalty: 2681.790771
	Iteration 71Q: 3 clusters Score -617319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -617320.687500 Penalty: 2681.790771
	Iteration 72Q: 3 clusters Score -617320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -617322.000000 Penalty: 2681.790771
	Iteration 73Q: 3 clusters Score -617322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -617322.000000 Penalty: 2681.790771
	Iteration 74F: 3 clusters Score -617322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -651126.687500 Penalty: 1382.147949
	Iteration 0F: 2 clusters Score -651126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -647173.750000 Penalty: 2764.295898
	Iteration 0F: 3 clusters Score -647173.8 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -648308.250000 Penalty: 2764.295898
	Iteration 1F: 3 clusters Score -648308.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -648475.437500 Penalty: 2764.295898
	Iteration 2F: 3 clusters Score -648475.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -648592.250000 Penalty: 2764.295898
	Iteration 3F: 3 clusters Score -648592.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -648681.125000 Penalty: 2764.295898
	Iteration 4Q: 3 clusters Score -648681.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -648768.812500 Penalty: 2764.295898
	Iteration 5Q: 3 clusters Score -648768.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -648863.562500 Penalty: 2764.295898
	Iteration 6Q: 3 clusters Score -648863.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -648967.500000 Penalty: 2764.295898
	Iteration 7Q: 3 clusters Score -648967.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -649085.375000 Penalty: 2764.295898
	Iteration 8Q: 3 clusters Score -649085.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -649209.750000 Penalty: 2764.295898
	Iteration 9Q: 3 clusters Score -649209.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -649340.187500 Penalty: 2764.295898
	Iteration 10Q: 3 clusters Score -649340.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -649480.562500 Penalty: 2764.295898
	Iteration 11Q: 3 clusters Score -649480.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -649633.062500 Penalty: 2764.295898
	Iteration 12Q: 3 clusters Score -649633.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -649775.062500 Penalty: 2764.295898
	Iteration 13Q: 3 clusters Score -649775.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -649912.625000 Penalty: 2764.295898
	Iteration 14Q: 3 clusters Score -649912.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -650026.062500 Penalty: 2764.295898
	Iteration 15Q: 3 clusters Score -650026.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -650135.875000 Penalty: 2764.295898
	Iteration 16Q: 3 clusters Score -650135.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -650226.875000 Penalty: 2764.295898
	Iteration 17Q: 3 clusters Score -650226.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -650286.625000 Penalty: 2764.295898
	Iteration 18Q: 3 clusters Score -650286.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -650337.812500 Penalty: 2764.295898
	Iteration 19Q: 3 clusters Score -650337.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -650379.500000 Penalty: 2764.295898
	Iteration 20F: 3 clusters Score -650379.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -650414.250000 Penalty: 2764.295898
	Iteration 21Q: 3 clusters Score -650414.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -650446.812500 Penalty: 2764.295898
	Iteration 22Q: 3 clusters Score -650446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -650459.937500 Penalty: 2764.295898
	Iteration 23Q: 3 clusters Score -650459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -650466.937500 Penalty: 2764.295898
	Iteration 24Q: 3 clusters Score -650466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -650470.750000 Penalty: 2764.295898
	Iteration 25Q: 3 clusters Score -650470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -650471.750000 Penalty: 2764.295898
	Iteration 26Q: 3 clusters Score -650471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -650474.000000 Penalty: 2764.295898
	Iteration 27Q: 3 clusters Score -650474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -650476.062500 Penalty: 2764.295898
	Iteration 28Q: 3 clusters Score -650476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -650477.875000 Penalty: 2764.295898
	Iteration 29Q: 3 clusters Score -650477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -650476.937500 Penalty: 2764.295898
	Iteration 30Q: 3 clusters Score -650476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -650476.937500 Penalty: 2764.295898
	Iteration 31F: 3 clusters Score -650476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 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 218 members 
Entering Unmasked Estep 
Score: -53579.621094 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53579.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53726.214844 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53726.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53763.023438 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53763.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53778.457031 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53778.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53806.679688 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53806.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53814.250000 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53814.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53825.464844 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53825.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53830.500000 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -53830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53835.304688 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -53835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53835.937500 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -53835.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53837.226562 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -53837.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53838.039062 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -53838.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53839.335938 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -53839.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53842.550781 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -53842.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53842.550781 Penalty: 1972.989746
	Iteration 14F: 3 clusters Score -53842.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -21806.654297 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -21806.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20906.236328 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -20906.24 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21123.906250 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -21123.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21195.736328 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -21195.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21236.197266 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -21236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21265.587891 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -21265.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21273.011719 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -21273.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21280.500000 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -21280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21280.500000 Penalty: 1958.406494
	Iteration 7F: 3 clusters Score -21280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -79109.460938 Penalty: 1045.091309
	Iteration 0F: 2 clusters Score -79109.46 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 318 members 
Entering Unmasked Estep 
Score: -77968.382812 Penalty: 2090.182617
	Iteration 0F: 3 clusters Score -77968.38 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78193.914062 Penalty: 2090.182617
	Iteration 1F: 3 clusters Score -78193.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78259.906250 Penalty: 2090.182617
	Iteration 2F: 3 clusters Score -78259.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78305.906250 Penalty: 2090.182617
	Iteration 3Q: 3 clusters Score -78305.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78347.929688 Penalty: 2090.182617
	Iteration 4Q: 3 clusters Score -78347.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78384.757812 Penalty: 2090.182617
	Iteration 5Q: 3 clusters Score -78384.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78409.898438 Penalty: 2090.182617
	Iteration 6Q: 3 clusters Score -78409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78429.312500 Penalty: 2090.182617
	Iteration 7Q: 3 clusters Score -78429.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78439.882812 Penalty: 2090.182617
	Iteration 8Q: 3 clusters Score -78439.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78448.218750 Penalty: 2090.182617
	Iteration 9Q: 3 clusters Score -78448.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -78457.890625 Penalty: 2090.182617
	Iteration 10Q: 3 clusters Score -78457.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78463.648438 Penalty: 2090.182617
	Iteration 11Q: 3 clusters Score -78463.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78466.648438 Penalty: 2090.182617
	Iteration 12Q: 3 clusters Score -78466.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78469.531250 Penalty: 2090.182617
	Iteration 13Q: 3 clusters Score -78469.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78469.531250 Penalty: 2090.182617
	Iteration 14F: 3 clusters Score -78469.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 22940 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1354 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76130 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 8796 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21483 members 
Mstep: Class 51 contains 2803 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 135 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1659 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1151 members 
Mstep: Class 58 contains 31954 members 
Mstep: Class 59 contains 680 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3834 members 
Mstep: Class 63 contains 4942 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2121.397217 but Gain 2142.078125
Score: -68963600.000000 Penalty: 156371.718750
Iteration 119Q: 74 clusters Score -6.89636e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 14932 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 11 contains 82937 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 1391 members 
Mstep: Class 20 contains 134 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 501 members 
Mstep: Class 25 contains 350 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 74594 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2805 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 1173 members 
Mstep: Class 32 contains 3326 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 23013 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 4537 members 
Mstep: Class 39 contains 2482 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85373 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1375 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 76339 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 8800 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21451 members 
Mstep: Class 51 contains 2831 members 
Mstep: Class 52 contains 2180 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1691 members 
Mstep: Class 56 contains 171 members 
Mstep: Class 57 contains 1153 members 
Mstep: Class 58 contains 31956 members 
Mstep: Class 59 contains 703 members 
Mstep: Class 60 contains 550 members 
Mstep: Class 61 contains 4672 members 
Mstep: Class 62 contains 3841 members 
Mstep: Class 63 contains 4979 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 414 members 
Mstep: Class 66 contains 622 members 
Mstep: Class 67 contains 981 members 
Mstep: Class 68 contains 656 members 
Mstep: Class 69 contains 6951 members 
Mstep: Class 70 contains 232 members 
Mstep: Class 71 contains 723 members 
Mstep: Class 72 contains 879 members 
Mstep: Class 73 contains 2192 members 
Mstep: Class 74 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68966992.000000 Penalty: 156371.718750
Iteration 120F: 74 clusters Score -6.896699e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 11 contains 82957 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 1096 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 350 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 74471 members 
Mstep: Class 28 contains 1313 members 
Mstep: Class 29 contains 2813 members 
Mstep: Class 30 contains 2870 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 22858 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4536 members 
Mstep: Class 39 contains 2485 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85245 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1363 members 
Mstep: Class 44 contains 279 members 
Mstep: Class 45 contains 76339 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 477 members 
Mstep: Class 48 contains 8784 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21414 members 
Mstep: Class 51 contains 2852 members 
Mstep: Class 52 contains 2181 members 
Mstep: Class 53 contains 181 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 170 members 
Mstep: Class 57 contains 1147 members 
Mstep: Class 58 contains 31336 members 
Mstep: Class 59 contains 717 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4670 members 
Mstep: Class 62 contains 3814 members 
Mstep: Class 63 contains 4993 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 415 members 
Mstep: Class 66 contains 623 members 
Mstep: Class 67 contains 1116 members 
Mstep: Class 68 contains 691 members 
Mstep: Class 69 contains 7266 members 
Mstep: Class 70 contains 264 members 
Mstep: Class 71 contains 831 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 2291 members 
Mstep: Class 74 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68968688.000000 Penalty: 156371.718750
Iteration 121Q: 74 clusters Score -6.896869e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 14932 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 11 contains 82946 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 6890 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 134 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 74361 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22772 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4536 members 
Mstep: Class 39 contains 2498 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85177 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1358 members 
Mstep: Class 44 contains 277 members 
Mstep: Class 45 contains 76351 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 449 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 21379 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 2181 members 
Mstep: Class 53 contains 180 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1690 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 1145 members 
Mstep: Class 58 contains 30837 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3797 members 
Mstep: Class 63 contains 5002 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 623 members 
Mstep: Class 67 contains 1180 members 
Mstep: Class 68 contains 705 members 
Mstep: Class 69 contains 7461 members 
Mstep: Class 70 contains 278 members 
Mstep: Class 71 contains 875 members 
Mstep: Class 72 contains 934 members 
Mstep: Class 73 contains 2354 members 
Mstep: Class 74 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68969656.000000 Penalty: 156371.718750
Iteration 122Q: 74 clusters Score -6.896966e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 812 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 14935 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 11 contains 82919 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 142 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 74320 members 
Mstep: Class 28 contains 1313 members 
Mstep: Class 29 contains 2845 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 3334 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22710 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4535 members 
Mstep: Class 39 contains 2520 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85145 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1350 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76361 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 427 members 
Mstep: Class 48 contains 8768 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21347 members 
Mstep: Class 51 contains 2919 members 
Mstep: Class 52 contains 2181 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 174 members 
Mstep: Class 57 contains 1145 members 
Mstep: Class 58 contains 30442 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4660 members 
Mstep: Class 62 contains 3790 members 
Mstep: Class 63 contains 5008 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1219 members 
Mstep: Class 68 contains 705 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 283 members 
Mstep: Class 71 contains 900 members 
Mstep: Class 72 contains 949 members 
Mstep: Class 73 contains 2407 members 
Mstep: Class 74 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68970440.000000 Penalty: 156371.718750
Iteration 123Q: 74 clusters Score -6.897044e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 14940 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 11 contains 82916 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 1066 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 74296 members 
Mstep: Class 28 contains 1312 members 
Mstep: Class 29 contains 2856 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 3336 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22638 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4534 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85115 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1342 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76344 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 415 members 
Mstep: Class 48 contains 8765 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21317 members 
Mstep: Class 51 contains 2948 members 
Mstep: Class 52 contains 2182 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1141 members 
Mstep: Class 58 contains 30067 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4651 members 
Mstep: Class 62 contains 3788 members 
Mstep: Class 63 contains 5011 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1249 members 
Mstep: Class 68 contains 706 members 
Mstep: Class 69 contains 7661 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 911 members 
Mstep: Class 72 contains 960 members 
Mstep: Class 73 contains 2460 members 
Mstep: Class 74 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68970880.000000 Penalty: 156371.718750
Iteration 124Q: 74 clusters Score -6.897088e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 804 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 14942 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 11 contains 82906 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 1397 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 74285 members 
Mstep: Class 28 contains 1312 members 
Mstep: Class 29 contains 2866 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 3338 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22579 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4531 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85079 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1335 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76342 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 409 members 
Mstep: Class 48 contains 8767 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21297 members 
Mstep: Class 51 contains 2978 members 
Mstep: Class 52 contains 2183 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1140 members 
Mstep: Class 58 contains 29757 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 3781 members 
Mstep: Class 63 contains 5012 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1274 members 
Mstep: Class 68 contains 705 members 
Mstep: Class 69 contains 7724 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 920 members 
Mstep: Class 72 contains 968 members 
Mstep: Class 73 contains 2509 members 
Mstep: Class 74 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971096.000000 Penalty: 156371.718750
Iteration 125Q: 74 clusters Score -6.89711e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 14942 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 11 contains 82887 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 1392 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 74290 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2874 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22536 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4530 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 85033 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1333 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76345 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21286 members 
Mstep: Class 51 contains 3001 members 
Mstep: Class 52 contains 2186 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 29475 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3780 members 
Mstep: Class 63 contains 5017 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1287 members 
Mstep: Class 68 contains 708 members 
Mstep: Class 69 contains 7776 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 925 members 
Mstep: Class 72 contains 969 members 
Mstep: Class 73 contains 2539 members 
Mstep: Class 74 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971416.000000 Penalty: 156371.718750
Iteration 126Q: 74 clusters Score -6.897142e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 800 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 4614 members 
Mstep: Class 9 contains 4237 members 
Mstep: Class 11 contains 82879 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74304 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22496 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4530 members 
Mstep: Class 39 contains 2581 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84980 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1331 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76358 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8771 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21272 members 
Mstep: Class 51 contains 3021 members 
Mstep: Class 52 contains 2189 members 
Mstep: Class 53 contains 168 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 29229 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4650 members 
Mstep: Class 62 contains 3778 members 
Mstep: Class 63 contains 5016 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1299 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7816 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 931 members 
Mstep: Class 72 contains 972 members 
Mstep: Class 73 contains 2562 members 
Mstep: Class 74 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971432.000000 Penalty: 156371.718750
Iteration 127Q: 74 clusters Score -6.897143e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 11 contains 82879 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1819 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74323 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22462 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4530 members 
Mstep: Class 39 contains 2597 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84940 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1328 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76361 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21262 members 
Mstep: Class 51 contains 3036 members 
Mstep: Class 52 contains 2190 members 
Mstep: Class 53 contains 164 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 28995 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4651 members 
Mstep: Class 62 contains 3776 members 
Mstep: Class 63 contains 5017 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1306 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7848 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 931 members 
Mstep: Class 72 contains 975 members 
Mstep: Class 73 contains 2584 members 
Mstep: Class 74 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971664.000000 Penalty: 156371.718750
Iteration 128Q: 74 clusters Score -6.897166e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 4599 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74347 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2886 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22433 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4530 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84920 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1324 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76370 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21253 members 
Mstep: Class 51 contains 3046 members 
Mstep: Class 52 contains 2190 members 
Mstep: Class 53 contains 160 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1720 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 28784 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4651 members 
Mstep: Class 62 contains 3775 members 
Mstep: Class 63 contains 5019 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1320 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7883 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 933 members 
Mstep: Class 72 contains 977 members 
Mstep: Class 73 contains 2602 members 
Mstep: Class 74 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971720.000000 Penalty: 156371.718750
Iteration 129Q: 74 clusters Score -6.897172e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 11 contains 82879 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74354 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22397 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4530 members 
Mstep: Class 39 contains 2612 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84896 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76383 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 391 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21252 members 
Mstep: Class 51 contains 3055 members 
Mstep: Class 52 contains 2190 members 
Mstep: Class 53 contains 159 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1725 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 28614 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4653 members 
Mstep: Class 62 contains 3774 members 
Mstep: Class 63 contains 5020 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1328 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7912 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 936 members 
Mstep: Class 72 contains 978 members 
Mstep: Class 73 contains 2615 members 
Mstep: Class 74 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971880.000000 Penalty: 156371.718750
Iteration 130Q: 74 clusters Score -6.897188e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14949 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74367 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3349 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22378 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84878 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1318 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76396 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8771 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21245 members 
Mstep: Class 51 contains 3067 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1729 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 28464 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4656 members 
Mstep: Class 62 contains 3773 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1332 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7936 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 938 members 
Mstep: Class 72 contains 979 members 
Mstep: Class 73 contains 2630 members 
Mstep: Class 74 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68971936.000000 Penalty: 156371.718750
Iteration 131Q: 74 clusters Score -6.897194e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14951 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 4584 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 11 contains 82872 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74376 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3349 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22350 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2622 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84864 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1318 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76430 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8773 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21241 members 
Mstep: Class 51 contains 3077 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1732 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 28322 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4655 members 
Mstep: Class 62 contains 3770 members 
Mstep: Class 63 contains 5024 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1339 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7966 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 938 members 
Mstep: Class 72 contains 982 members 
Mstep: Class 73 contains 2641 members 
Mstep: Class 74 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972080.000000 Penalty: 156371.718750
Iteration 132Q: 74 clusters Score -6.897208e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14951 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 11 contains 82871 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74382 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22333 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2623 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84850 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76452 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8773 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21229 members 
Mstep: Class 51 contains 3081 members 
Mstep: Class 52 contains 2192 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1732 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 28206 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4657 members 
Mstep: Class 62 contains 3768 members 
Mstep: Class 63 contains 5029 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1339 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 7988 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 938 members 
Mstep: Class 72 contains 984 members 
Mstep: Class 73 contains 2648 members 
Mstep: Class 74 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972048.000000 Penalty: 156371.718750
Iteration 133Q: 74 clusters Score -6.897205e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 11 contains 82869 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 74384 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2936 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22315 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2626 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84853 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76486 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21231 members 
Mstep: Class 51 contains 3083 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 28085 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4661 members 
Mstep: Class 62 contains 3765 members 
Mstep: Class 63 contains 5030 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1342 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 8008 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 986 members 
Mstep: Class 73 contains 2657 members 
Mstep: Class 74 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972056.000000 Penalty: 156371.718750
Iteration 134Q: 74 clusters Score -6.897206e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14949 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74372 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2945 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22297 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2637 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84857 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1319 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76539 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21232 members 
Mstep: Class 51 contains 3086 members 
Mstep: Class 52 contains 2193 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1731 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27978 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4662 members 
Mstep: Class 62 contains 3762 members 
Mstep: Class 63 contains 5032 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1342 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 8022 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2666 members 
Mstep: Class 74 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972016.000000 Penalty: 156371.718750
Iteration 135Q: 74 clusters Score -6.897202e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 11 contains 82883 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74361 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22283 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2641 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84859 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76585 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8772 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21232 members 
Mstep: Class 51 contains 3092 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27900 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3762 members 
Mstep: Class 63 contains 5031 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 707 members 
Mstep: Class 69 contains 8030 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2670 members 
Mstep: Class 74 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972024.000000 Penalty: 156371.718750
Iteration 136Q: 74 clusters Score -6.897202e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 82886 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74362 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22274 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4528 members 
Mstep: Class 39 contains 2646 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84862 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76622 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21227 members 
Mstep: Class 51 contains 3098 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1729 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27831 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3762 members 
Mstep: Class 63 contains 5028 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 708 members 
Mstep: Class 69 contains 8031 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2673 members 
Mstep: Class 74 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972072.000000 Penalty: 156371.718750
Iteration 137Q: 74 clusters Score -6.897207e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 82883 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74361 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2967 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22268 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84865 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76649 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21225 members 
Mstep: Class 51 contains 3101 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1729 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27765 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4667 members 
Mstep: Class 62 contains 3762 members 
Mstep: Class 63 contains 5027 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1345 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8030 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2680 members 
Mstep: Class 74 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972016.000000 Penalty: 156371.718750
Iteration 138Q: 74 clusters Score -6.897202e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 4216 members 
Mstep: Class 11 contains 82878 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74374 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22260 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84870 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76671 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21225 members 
Mstep: Class 51 contains 3102 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27699 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4669 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5026 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1345 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8034 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2682 members 
Mstep: Class 74 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972112.000000 Penalty: 156371.718750
Iteration 139Q: 74 clusters Score -6.897211e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 11 contains 82875 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74401 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2977 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22257 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2671 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84875 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76670 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21225 members 
Mstep: Class 51 contains 3102 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27639 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4672 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5025 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1346 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8039 members 
Mstep: Class 70 contains 286 members 
Mstep: Class 71 contains 937 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2683 members 
Mstep: Class 74 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972256.000000 Penalty: 156371.718750
Iteration 140F: 74 clusters Score -6.897226e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 3877 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 11 contains 82875 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 157 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 74430 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2980 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22254 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2675 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84877 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76663 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21224 members 
Mstep: Class 51 contains 3102 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 154 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1731 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27566 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 548 members 
Mstep: Class 61 contains 4674 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5025 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8052 members 
Mstep: Class 70 contains 287 members 
Mstep: Class 71 contains 938 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2686 members 
Mstep: Class 74 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972256.000000 Penalty: 156371.718750
Iteration 141Q: 74 clusters Score -6.897226e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 11 contains 82877 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 74448 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22253 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2674 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84877 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76667 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21222 members 
Mstep: Class 51 contains 3105 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27501 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4677 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5022 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8061 members 
Mstep: Class 70 contains 290 members 
Mstep: Class 71 contains 939 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2691 members 
Mstep: Class 74 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972272.000000 Penalty: 156371.718750
Iteration 142Q: 74 clusters Score -6.897227e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 11 contains 82877 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 74454 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22249 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2675 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84884 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76678 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21219 members 
Mstep: Class 51 contains 3106 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 149 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27443 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4682 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5019 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1345 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8076 members 
Mstep: Class 70 contains 291 members 
Mstep: Class 71 contains 940 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2696 members 
Mstep: Class 74 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972312.000000 Penalty: 156371.718750
Iteration 143Q: 74 clusters Score -6.897231e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14945 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 11 contains 82877 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 74487 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22247 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2677 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84891 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1319 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76662 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 388 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21219 members 
Mstep: Class 51 contains 3107 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27371 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4689 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5018 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1345 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8097 members 
Mstep: Class 70 contains 293 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2700 members 
Mstep: Class 74 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972232.000000 Penalty: 156371.718750
Iteration 144Q: 74 clusters Score -6.897223e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 11 contains 82877 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 74506 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22242 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2679 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84893 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1319 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76650 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21221 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27307 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5018 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8113 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2707 members 
Mstep: Class 74 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972256.000000 Penalty: 156371.718750
Iteration 145Q: 74 clusters Score -6.897226e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4541 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 11 contains 82877 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 74529 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22240 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2678 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84892 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1319 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76636 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21222 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27263 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5018 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8128 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2709 members 
Mstep: Class 74 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972416.000000 Penalty: 156371.718750
Iteration 146Q: 74 clusters Score -6.897242e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 11 contains 82882 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74564 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22234 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2678 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84884 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1320 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76614 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 392 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21220 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27212 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5018 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8145 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972336.000000 Penalty: 156371.718750
Iteration 147Q: 74 clusters Score -6.897234e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 11 contains 82885 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74609 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22234 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2678 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84876 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1318 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76596 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21223 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27167 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5018 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8163 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972280.000000 Penalty: 156371.718750
Iteration 148Q: 74 clusters Score -6.897228e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74656 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22234 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2678 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84875 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1316 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76574 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8778 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21221 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1731 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27123 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5019 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1343 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8179 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972304.000000 Penalty: 156371.718750
Iteration 149Q: 74 clusters Score -6.89723e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14947 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 4185 members 
Mstep: Class 11 contains 82883 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74692 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22233 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2680 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84878 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1315 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76565 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8778 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21219 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1733 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27083 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4694 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5020 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1343 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8194 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972272.000000 Penalty: 156371.718750
Iteration 150Q: 74 clusters Score -6.897227e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74733 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 2991 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22230 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2682 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84882 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76555 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8778 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21219 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1735 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 27028 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4695 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5020 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1345 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8212 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972392.000000 Penalty: 156371.718750
Iteration 151Q: 74 clusters Score -6.897239e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 11 contains 82886 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74772 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22225 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84884 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76545 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8777 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21220 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1736 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 26973 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4698 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5020 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1346 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8232 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972344.000000 Penalty: 156371.718750
Iteration 152Q: 74 clusters Score -6.897234e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 11 contains 82891 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74799 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 2999 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22219 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2688 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84887 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76541 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21220 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1736 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 26911 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5021 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1346 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8261 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972336.000000 Penalty: 156371.718750
Iteration 153Q: 74 clusters Score -6.897234e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14951 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 11 contains 82895 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 74830 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 2999 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22213 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2694 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84895 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76531 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8774 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21222 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1737 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 26845 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4705 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5021 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8286 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972384.000000 Penalty: 156371.718750
Iteration 154Q: 74 clusters Score -6.897238e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14953 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 4172 members 
Mstep: Class 11 contains 82898 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 74861 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 2997 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22208 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 2696 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84894 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76527 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8773 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21224 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2195 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1737 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1137 members 
Mstep: Class 58 contains 26779 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4707 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5022 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8310 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2710 members 
Mstep: Class 74 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972288.000000 Penalty: 156371.718750
Iteration 155Q: 74 clusters Score -6.897229e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14954 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 11 contains 82899 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 74882 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22206 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4526 members 
Mstep: Class 39 contains 2698 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1313 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76538 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8772 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21222 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1737 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26708 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4707 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5024 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8332 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2711 members 
Mstep: Class 74 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972224.000000 Penalty: 156371.718750
Iteration 156Q: 74 clusters Score -6.897222e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14954 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 11 contains 82898 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2023 members 
Mstep: Class 27 contains 74887 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22204 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4525 members 
Mstep: Class 39 contains 2700 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84900 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1312 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76556 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8772 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21219 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1737 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26634 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4706 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5024 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8362 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2713 members 
Mstep: Class 74 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972096.000000 Penalty: 156371.718750
Iteration 157Q: 74 clusters Score -6.89721e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14956 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 11 contains 82899 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4335 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 74898 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22203 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2700 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84902 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1312 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76574 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8772 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21216 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1737 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26543 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4704 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5024 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8385 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2717 members 
Mstep: Class 74 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68972104.000000 Penalty: 156371.718750
Iteration 158Q: 74 clusters Score -6.89721e+07 nChanged 281
Entering ConstructFrom: 
Score: -68972104.000000 Penalty: 156371.718750
Entering ConstructFrom: 
Trying to split cluster 1 (8927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Entering Unmasked Estep 
Score: -1191972.125000 Penalty: 1478.235840
	Iteration 0F: 2 clusters Score -1191972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1185476.625000 Penalty: 2956.471680
	Iteration 0F: 3 clusters Score -1185477 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1187581.000000 Penalty: 2956.471680
	Iteration 1F: 3 clusters Score -1187581 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1187811.750000 Penalty: 2956.471680
	Iteration 2F: 3 clusters Score -1187812 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1187954.375000 Penalty: 2956.471680
	Iteration 3Q: 3 clusters Score -1187954 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1188082.875000 Penalty: 2956.471680
	Iteration 4Q: 3 clusters Score -1188083 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1188179.875000 Penalty: 2956.471680
	Iteration 5Q: 3 clusters Score -1188180 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1188290.875000 Penalty: 2956.471680
	Iteration 6Q: 3 clusters Score -1188291 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1188413.250000 Penalty: 2956.471680
	Iteration 7Q: 3 clusters Score -1188413 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1188572.750000 Penalty: 2956.471680
	Iteration 8Q: 3 clusters Score -1188573 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1188822.500000 Penalty: 2956.471680
	Iteration 9Q: 3 clusters Score -1188822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1189114.250000 Penalty: 2956.471680
	Iteration 10Q: 3 clusters Score -1189114 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1189442.000000 Penalty: 2956.471680
	Iteration 11F: 3 clusters Score -1189442 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1189753.500000 Penalty: 2956.471680
	Iteration 12Q: 3 clusters Score -1189754 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1190021.375000 Penalty: 2956.471680
	Iteration 13Q: 3 clusters Score -1190021 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1190208.500000 Penalty: 2956.471680
	Iteration 14Q: 3 clusters Score -1190208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1190372.250000 Penalty: 2956.471680
	Iteration 15Q: 3 clusters Score -1190372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1190524.625000 Penalty: 2956.471680
	Iteration 16Q: 3 clusters Score -1190525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1190654.875000 Penalty: 2956.471680
	Iteration 17Q: 3 clusters Score -1190655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1190711.125000 Penalty: 2956.471680
	Iteration 18Q: 3 clusters Score -1190711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1190749.000000 Penalty: 2956.471680
	Iteration 19Q: 3 clusters Score -1190749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1190773.375000 Penalty: 2956.471680
	Iteration 20F: 3 clusters Score -1190773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1190786.625000 Penalty: 2956.471680
	Iteration 21Q: 3 clusters Score -1190787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1190804.000000 Penalty: 2956.471680
	Iteration 22Q: 3 clusters Score -1190804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1190826.750000 Penalty: 2956.471680
	Iteration 23Q: 3 clusters Score -1190827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1190842.875000 Penalty: 2956.471680
	Iteration 24Q: 3 clusters Score -1190843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1190860.375000 Penalty: 2956.471680
	Iteration 25Q: 3 clusters Score -1190860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1190875.375000 Penalty: 2956.471680
	Iteration 26Q: 3 clusters Score -1190875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1190881.000000 Penalty: 2956.471680
	Iteration 27Q: 3 clusters Score -1190881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1190886.250000 Penalty: 2956.471680
	Iteration 28Q: 3 clusters Score -1190886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1190884.375000 Penalty: 2956.471680
	Iteration 29Q: 3 clusters Score -1190884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1190884.250000 Penalty: 2956.471680
	Iteration 30Q: 3 clusters Score -1190884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1190886.875000 Penalty: 2956.471680
	Iteration 31Q: 3 clusters Score -1190887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1190886.875000 Penalty: 2956.471680
	Iteration 32F: 3 clusters Score -1190887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -89263.484375 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -89263.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87983.726562 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -87983.73 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88299.187500 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -88299.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88390.726562 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -88390.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88464.406250 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -88464.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88518.601562 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -88518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88550.468750 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -88550.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88577.226562 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -88577.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88622.070312 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -88622.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88666.953125 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -88666.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88748.398438 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -88748.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88875.945312 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -88875.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89021.734375 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -89021.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89107.328125 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -89107.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89166.062500 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -89166.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89212.101562 Penalty: 2169.232422
	Iteration 14Q: 3 clusters Score -89212.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89250.500000 Penalty: 2169.232422
	Iteration 15Q: 3 clusters Score -89250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89261.015625 Penalty: 2169.232422
	Iteration 16Q: 3 clusters Score -89261.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89262.187500 Penalty: 2169.232422
	Iteration 17Q: 3 clusters Score -89262.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89263.226562 Penalty: 2169.232422
	Iteration 18Q: 3 clusters Score -89263.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89265.867188 Penalty: 2169.232422
	Iteration 19F: 3 clusters Score -89265.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89273.015625 Penalty: 2169.232422
	Iteration 20F: 3 clusters Score -89273.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89273.882812 Penalty: 2169.232422
	Iteration 21Q: 3 clusters Score -89273.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89273.882812 Penalty: 2169.232422
	Iteration 22F: 3 clusters Score -89273.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 465 members 
Mstep: Class 11 contains 82900 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22202 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Entering Unmasked Estep 
Score: -68971104.000000 Penalty: 158513.796875
Splitting cluster 2 changes total score from -68972104.000000 to -68971104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -53515.500000 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -53515.5 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 205 members 
Entering Unmasked Estep 
Score: -52557.042969 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -52557.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52716.128906 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -52716.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52772.335938 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -52772.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52802.007812 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -52802.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52821.375000 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -52821.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52860.996094 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -52861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52881.347656 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -52881.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52885.437500 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -52885.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52887.125000 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -52887.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52887.125000 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -52887.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -39837.152344 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -39837.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38925.183594 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -38925.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39147.824219 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -39147.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39225.128906 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -39225.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39290.175781 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -39290.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39352.285156 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -39352.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39385.261719 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -39385.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39427.320312 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -39427.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39452.539062 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -39452.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39461.937500 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -39461.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39480.410156 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -39480.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39485.953125 Penalty: 1962.307983
	Iteration 10Q: 3 clusters Score -39485.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39486.835938 Penalty: 1962.307983
	Iteration 11Q: 3 clusters Score -39486.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39487.023438 Penalty: 1962.307983
	Iteration 12F: 3 clusters Score -39487.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39504.671875 Penalty: 1962.307983
	Iteration 13Q: 3 clusters Score -39504.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39509.308594 Penalty: 1962.307983
	Iteration 14Q: 3 clusters Score -39509.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39509.308594 Penalty: 1962.307983
	Iteration 15F: 3 clusters Score -39509.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -2004225.000000 Penalty: 1562.080078
	Iteration 0F: 2 clusters Score -2004225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1993852.000000 Penalty: 3124.160156
	Iteration 0F: 3 clusters Score -1993852 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1997446.000000 Penalty: 3124.160156
	Iteration 1F: 3 clusters Score -1997446 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1997943.250000 Penalty: 3124.160156
	Iteration 2F: 3 clusters Score -1997943 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1998678.625000 Penalty: 3124.160156
	Iteration 3F: 3 clusters Score -1998679 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1999852.125000 Penalty: 3124.160156
	Iteration 4F: 3 clusters Score -1999852 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2001248.125000 Penalty: 3124.160156
	Iteration 5F: 3 clusters Score -2001248 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2002272.875000 Penalty: 3124.160156
	Iteration 6F: 3 clusters Score -2002273 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2002768.625000 Penalty: 3124.160156
	Iteration 7Q: 3 clusters Score -2002769 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2002964.750000 Penalty: 3124.160156
	Iteration 8Q: 3 clusters Score -2002965 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2003050.375000 Penalty: 3124.160156
	Iteration 9Q: 3 clusters Score -2003050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2003102.125000 Penalty: 3124.160156
	Iteration 10Q: 3 clusters Score -2003102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2003127.250000 Penalty: 3124.160156
	Iteration 11Q: 3 clusters Score -2003127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2003145.500000 Penalty: 3124.160156
	Iteration 12Q: 3 clusters Score -2003146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2003162.250000 Penalty: 3124.160156
	Iteration 13Q: 3 clusters Score -2003162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2003166.500000 Penalty: 3124.160156
	Iteration 14Q: 3 clusters Score -2003166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2003178.500000 Penalty: 3124.160156
	Iteration 15Q: 3 clusters Score -2003178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2003181.875000 Penalty: 3124.160156
	Iteration 16Q: 3 clusters Score -2003182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2003196.125000 Penalty: 3124.160156
	Iteration 17Q: 3 clusters Score -2003196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2003203.500000 Penalty: 3124.160156
	Iteration 18Q: 3 clusters Score -2003204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2003213.250000 Penalty: 3124.160156
	Iteration 19Q: 3 clusters Score -2003213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2003225.000000 Penalty: 3124.160156
	Iteration 20F: 3 clusters Score -2003225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2003237.125000 Penalty: 3124.160156
	Iteration 21Q: 3 clusters Score -2003237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2003254.500000 Penalty: 3124.160156
	Iteration 22Q: 3 clusters Score -2003254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2003269.250000 Penalty: 3124.160156
	Iteration 23Q: 3 clusters Score -2003269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2003286.375000 Penalty: 3124.160156
	Iteration 24Q: 3 clusters Score -2003286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2003300.125000 Penalty: 3124.160156
	Iteration 25Q: 3 clusters Score -2003300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2003304.125000 Penalty: 3124.160156
	Iteration 26Q: 3 clusters Score -2003304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2003310.250000 Penalty: 3124.160156
	Iteration 27Q: 3 clusters Score -2003310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2003310.875000 Penalty: 3124.160156
	Iteration 28Q: 3 clusters Score -2003311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2003318.375000 Penalty: 3124.160156
	Iteration 29Q: 3 clusters Score -2003318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2003323.250000 Penalty: 3124.160156
	Iteration 30Q: 3 clusters Score -2003323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2003332.875000 Penalty: 3124.160156
	Iteration 31Q: 3 clusters Score -2003333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2003335.875000 Penalty: 3124.160156
	Iteration 32Q: 3 clusters Score -2003336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2003335.750000 Penalty: 3124.160156
	Iteration 33Q: 3 clusters Score -2003336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2003339.875000 Penalty: 3124.160156
	Iteration 34Q: 3 clusters Score -2003340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2003344.875000 Penalty: 3124.160156
	Iteration 35Q: 3 clusters Score -2003345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2003345.625000 Penalty: 3124.160156
	Iteration 36Q: 3 clusters Score -2003346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2003348.125000 Penalty: 3124.160156
	Iteration 37Q: 3 clusters Score -2003348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2003356.625000 Penalty: 3124.160156
	Iteration 38Q: 3 clusters Score -2003357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2003369.125000 Penalty: 3124.160156
	Iteration 39Q: 3 clusters Score -2003369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2003371.125000 Penalty: 3124.160156
	Iteration 40F: 3 clusters Score -2003371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2003374.250000 Penalty: 3124.160156
	Iteration 41Q: 3 clusters Score -2003374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2003390.000000 Penalty: 3124.160156
	Iteration 42Q: 3 clusters Score -2003390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2003415.750000 Penalty: 3124.160156
	Iteration 43Q: 3 clusters Score -2003416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2003428.375000 Penalty: 3124.160156
	Iteration 44Q: 3 clusters Score -2003428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2003437.500000 Penalty: 3124.160156
	Iteration 45Q: 3 clusters Score -2003438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2003440.000000 Penalty: 3124.160156
	Iteration 46Q: 3 clusters Score -2003440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2003449.250000 Penalty: 3124.160156
	Iteration 47Q: 3 clusters Score -2003449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2003455.500000 Penalty: 3124.160156
	Iteration 48Q: 3 clusters Score -2003456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2003455.625000 Penalty: 3124.160156
	Iteration 49Q: 3 clusters Score -2003456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2003458.000000 Penalty: 3124.160156
	Iteration 50Q: 3 clusters Score -2003458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2003458.250000 Penalty: 3124.160156
	Iteration 51Q: 3 clusters Score -2003458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2003459.125000 Penalty: 3124.160156
	Iteration 52Q: 3 clusters Score -2003459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2003457.500000 Penalty: 3124.160156
	Iteration 53Q: 3 clusters Score -2003458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2003461.625000 Penalty: 3124.160156
	Iteration 54Q: 3 clusters Score -2003462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2003462.125000 Penalty: 3124.160156
	Iteration 55Q: 3 clusters Score -2003462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2003461.750000 Penalty: 3124.160156
	Iteration 56Q: 3 clusters Score -2003462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2003463.625000 Penalty: 3124.160156
	Iteration 57Q: 3 clusters Score -2003464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2003465.750000 Penalty: 3124.160156
	Iteration 58Q: 3 clusters Score -2003466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2003470.375000 Penalty: 3124.160156
	Iteration 59Q: 3 clusters Score -2003470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2003471.625000 Penalty: 3124.160156
	Iteration 60F: 3 clusters Score -2003472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2003471.375000 Penalty: 3124.160156
	Iteration 61Q: 3 clusters Score -2003471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2003470.750000 Penalty: 3124.160156
	Iteration 62Q: 3 clusters Score -2003471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2003476.500000 Penalty: 3124.160156
	Iteration 63Q: 3 clusters Score -2003476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2003474.750000 Penalty: 3124.160156
	Iteration 64Q: 3 clusters Score -2003475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2003474.000000 Penalty: 3124.160156
	Iteration 65Q: 3 clusters Score -2003474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2003474.000000 Penalty: 3124.160156
	Iteration 66Q: 3 clusters Score -2003474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2003472.250000 Penalty: 3124.160156
	Iteration 67Q: 3 clusters Score -2003472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2003471.125000 Penalty: 3124.160156
	Iteration 68Q: 3 clusters Score -2003471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2003471.125000 Penalty: 3124.160156
	Iteration 69F: 3 clusters Score -2003471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -499805.687500 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -499805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -496627.781250 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -496627.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -497435.281250 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -497435.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -497588.187500 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -497588.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -497670.562500 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -497670.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -497731.906250 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -497731.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -497772.406250 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -497772.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -497803.687500 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -497803.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -497827.125000 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -497827.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -497845.312500 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -497845.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -497861.625000 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -497861.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -497882.531250 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -497882.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -497895.250000 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -497895.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -497909.093750 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -497909.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -497921.843750 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -497921.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -497932.125000 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -497932.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -497941.906250 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -497941.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -497951.375000 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -497951.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -497955.156250 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -497955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -497960.593750 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -497960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -497970.000000 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -497970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -497978.750000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -497978.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -497983.312500 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -497983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -497988.843750 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -497988.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -497991.156250 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -497991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -497992.125000 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -497992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -497992.812500 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -497992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -497994.531250 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -497994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -497995.250000 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -497995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -497996.000000 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -497996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -497996.531250 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -497996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -497997.812500 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -497997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -497999.625000 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -497999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -498001.875000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -498001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -498003.468750 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -498003.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -498006.500000 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -498006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -498009.312500 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -498009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -498010.312500 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -498010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -498013.375000 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -498013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -498016.500000 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -498016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -498019.468750 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -498019.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -498024.062500 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -498024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -498027.718750 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -498027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -498029.125000 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -498029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -498029.312500 Penalty: 2672.329834
	Iteration 43Q: 3 clusters Score -498029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -498029.593750 Penalty: 2672.329834
	Iteration 44Q: 3 clusters Score -498029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -498030.000000 Penalty: 2672.329834
	Iteration 45Q: 3 clusters Score -498030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -498030.437500 Penalty: 2672.329834
	Iteration 46Q: 3 clusters Score -498030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -498031.562500 Penalty: 2672.329834
	Iteration 47Q: 3 clusters Score -498031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -498032.187500 Penalty: 2672.329834
	Iteration 48Q: 3 clusters Score -498032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -498034.312500 Penalty: 2672.329834
	Iteration 49Q: 3 clusters Score -498034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -498035.750000 Penalty: 2672.329834
	Iteration 50Q: 3 clusters Score -498035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -498039.312500 Penalty: 2672.329834
	Iteration 51Q: 3 clusters Score -498039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -498039.906250 Penalty: 2672.329834
	Iteration 52Q: 3 clusters Score -498039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -498042.500000 Penalty: 2672.329834
	Iteration 53Q: 3 clusters Score -498042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -498041.937500 Penalty: 2672.329834
	Iteration 54Q: 3 clusters Score -498041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -498044.468750 Penalty: 2672.329834
	Iteration 55Q: 3 clusters Score -498044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -498046.031250 Penalty: 2672.329834
	Iteration 56Q: 3 clusters Score -498046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -498048.125000 Penalty: 2672.329834
	Iteration 57Q: 3 clusters Score -498048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -498051.031250 Penalty: 2672.329834
	Iteration 58Q: 3 clusters Score -498051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -498051.781250 Penalty: 2672.329834
	Iteration 59Q: 3 clusters Score -498051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -498053.562500 Penalty: 2672.329834
	Iteration 60F: 3 clusters Score -498053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -498055.250000 Penalty: 2672.329834
	Iteration 61Q: 3 clusters Score -498055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -498055.156250 Penalty: 2672.329834
	Iteration 62Q: 3 clusters Score -498055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498056.250000 Penalty: 2672.329834
	Iteration 63Q: 3 clusters Score -498056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498057.406250 Penalty: 2672.329834
	Iteration 64Q: 3 clusters Score -498057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -498059.093750 Penalty: 2672.329834
	Iteration 65Q: 3 clusters Score -498059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -498060.843750 Penalty: 2672.329834
	Iteration 66Q: 3 clusters Score -498060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498061.687500 Penalty: 2672.329834
	Iteration 67Q: 3 clusters Score -498061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -498062.531250 Penalty: 2672.329834
	Iteration 68Q: 3 clusters Score -498062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -498063.000000 Penalty: 2672.329834
	Iteration 69Q: 3 clusters Score -498063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -498063.437500 Penalty: 2672.329834
	Iteration 70Q: 3 clusters Score -498063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -498064.500000 Penalty: 2672.329834
	Iteration 71Q: 3 clusters Score -498064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -498065.593750 Penalty: 2672.329834
	Iteration 72Q: 3 clusters Score -498065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -498066.625000 Penalty: 2672.329834
	Iteration 73Q: 3 clusters Score -498066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498066.625000 Penalty: 2672.329834
	Iteration 74Q: 3 clusters Score -498066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -498066.843750 Penalty: 2672.329834
	Iteration 75Q: 3 clusters Score -498066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -498066.562500 Penalty: 2672.329834
	Iteration 76Q: 3 clusters Score -498066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -498067.125000 Penalty: 2672.329834
	Iteration 77Q: 3 clusters Score -498067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -498067.375000 Penalty: 2672.329834
	Iteration 78Q: 3 clusters Score -498067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -498067.937500 Penalty: 2672.329834
	Iteration 79Q: 3 clusters Score -498067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -498068.218750 Penalty: 2672.329834
	Iteration 80F: 3 clusters Score -498068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -498068.593750 Penalty: 2672.329834
	Iteration 81Q: 3 clusters Score -498068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -498068.437500 Penalty: 2672.329834
	Iteration 82Q: 3 clusters Score -498068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -498068.437500 Penalty: 2672.329834
	Iteration 83F: 3 clusters Score -498068.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -248297.640625 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -248297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -246244.718750 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -246244.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246648.031250 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -246648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -246736.921875 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -246736.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -246788.468750 Penalty: 2452.251709
	Iteration 3Q: 3 clusters Score -246788.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246837.546875 Penalty: 2452.251709
	Iteration 4Q: 3 clusters Score -246837.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -246875.468750 Penalty: 2452.251709
	Iteration 5Q: 3 clusters Score -246875.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -246908.281250 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -246908.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -246931.453125 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -246931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -246943.687500 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -246943.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -246955.406250 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -246955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -246967.546875 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -246967.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -246976.593750 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -246976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246988.671875 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -246988.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -247001.609375 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -247001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247012.953125 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -247013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247024.265625 Penalty: 2452.251709
	Iteration 15Q: 3 clusters Score -247024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247031.843750 Penalty: 2452.251709
	Iteration 16Q: 3 clusters Score -247031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -247038.921875 Penalty: 2452.251709
	Iteration 17Q: 3 clusters Score -247038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -247043.500000 Penalty: 2452.251709
	Iteration 18Q: 3 clusters Score -247043.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -247048.296875 Penalty: 2452.251709
	Iteration 19Q: 3 clusters Score -247048.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247051.796875 Penalty: 2452.251709
	Iteration 20F: 3 clusters Score -247051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247054.078125 Penalty: 2452.251709
	Iteration 21Q: 3 clusters Score -247054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247055.843750 Penalty: 2452.251709
	Iteration 22Q: 3 clusters Score -247055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -247056.234375 Penalty: 2452.251709
	Iteration 23Q: 3 clusters Score -247056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -247057.781250 Penalty: 2452.251709
	Iteration 24Q: 3 clusters Score -247057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247061.281250 Penalty: 2452.251709
	Iteration 25Q: 3 clusters Score -247061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247065.531250 Penalty: 2452.251709
	Iteration 26Q: 3 clusters Score -247065.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -247071.921875 Penalty: 2452.251709
	Iteration 27Q: 3 clusters Score -247071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -247079.765625 Penalty: 2452.251709
	Iteration 28Q: 3 clusters Score -247079.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -247088.406250 Penalty: 2452.251709
	Iteration 29Q: 3 clusters Score -247088.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -247096.812500 Penalty: 2452.251709
	Iteration 30Q: 3 clusters Score -247096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -247100.437500 Penalty: 2452.251709
	Iteration 31Q: 3 clusters Score -247100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -247106.296875 Penalty: 2452.251709
	Iteration 32Q: 3 clusters Score -247106.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -247117.359375 Penalty: 2452.251709
	Iteration 33Q: 3 clusters Score -247117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247128.093750 Penalty: 2452.251709
	Iteration 34Q: 3 clusters Score -247128.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247143.953125 Penalty: 2452.251709
	Iteration 35Q: 3 clusters Score -247144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -247164.781250 Penalty: 2452.251709
	Iteration 36Q: 3 clusters Score -247164.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -247181.656250 Penalty: 2452.251709
	Iteration 37Q: 3 clusters Score -247181.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247194.468750 Penalty: 2452.251709
	Iteration 38Q: 3 clusters Score -247194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -247208.812500 Penalty: 2452.251709
	Iteration 39Q: 3 clusters Score -247208.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -247220.718750 Penalty: 2452.251709
	Iteration 40F: 3 clusters Score -247220.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -247230.921875 Penalty: 2452.251709
	Iteration 41Q: 3 clusters Score -247230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -247235.531250 Penalty: 2452.251709
	Iteration 42Q: 3 clusters Score -247235.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -247240.265625 Penalty: 2452.251709
	Iteration 43Q: 3 clusters Score -247240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -247243.171875 Penalty: 2452.251709
	Iteration 44Q: 3 clusters Score -247243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -247244.484375 Penalty: 2452.251709
	Iteration 45Q: 3 clusters Score -247244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -247245.390625 Penalty: 2452.251709
	Iteration 46Q: 3 clusters Score -247245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -247245.843750 Penalty: 2452.251709
	Iteration 47Q: 3 clusters Score -247245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -247246.296875 Penalty: 2452.251709
	Iteration 48Q: 3 clusters Score -247246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -247247.000000 Penalty: 2452.251709
	Iteration 49Q: 3 clusters Score -247247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -247247.328125 Penalty: 2452.251709
	Iteration 50Q: 3 clusters Score -247247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -247249.031250 Penalty: 2452.251709
	Iteration 51Q: 3 clusters Score -247249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -247250.234375 Penalty: 2452.251709
	Iteration 52Q: 3 clusters Score -247250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -247250.593750 Penalty: 2452.251709
	Iteration 53Q: 3 clusters Score -247250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247250.875000 Penalty: 2452.251709
	Iteration 54Q: 3 clusters Score -247250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247250.875000 Penalty: 2452.251709
	Iteration 55F: 3 clusters Score -247250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -597666.687500 Penalty: 1367.139282
	Iteration 0F: 2 clusters Score -597666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -593936.312500 Penalty: 2734.278564
	Iteration 0F: 3 clusters Score -593936.3 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -594961.937500 Penalty: 2734.278564
	Iteration 1F: 3 clusters Score -594961.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -595130.562500 Penalty: 2734.278564
	Iteration 2F: 3 clusters Score -595130.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -595237.187500 Penalty: 2734.278564
	Iteration 3F: 3 clusters Score -595237.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -595319.500000 Penalty: 2734.278564
	Iteration 4Q: 3 clusters Score -595319.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -595386.375000 Penalty: 2734.278564
	Iteration 5Q: 3 clusters Score -595386.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -595445.312500 Penalty: 2734.278564
	Iteration 6Q: 3 clusters Score -595445.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -595492.062500 Penalty: 2734.278564
	Iteration 7Q: 3 clusters Score -595492.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -595537.937500 Penalty: 2734.278564
	Iteration 8Q: 3 clusters Score -595537.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -595587.062500 Penalty: 2734.278564
	Iteration 9Q: 3 clusters Score -595587.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -595642.875000 Penalty: 2734.278564
	Iteration 10Q: 3 clusters Score -595642.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -595707.187500 Penalty: 2734.278564
	Iteration 11Q: 3 clusters Score -595707.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -595766.125000 Penalty: 2734.278564
	Iteration 12Q: 3 clusters Score -595766.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -595816.875000 Penalty: 2734.278564
	Iteration 13Q: 3 clusters Score -595816.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -595872.000000 Penalty: 2734.278564
	Iteration 14Q: 3 clusters Score -595872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -595947.375000 Penalty: 2734.278564
	Iteration 15Q: 3 clusters Score -595947.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -596023.687500 Penalty: 2734.278564
	Iteration 16Q: 3 clusters Score -596023.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -596096.625000 Penalty: 2734.278564
	Iteration 17Q: 3 clusters Score -596096.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -596159.625000 Penalty: 2734.278564
	Iteration 18Q: 3 clusters Score -596159.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -596200.062500 Penalty: 2734.278564
	Iteration 19Q: 3 clusters Score -596200.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -596232.812500 Penalty: 2734.278564
	Iteration 20F: 3 clusters Score -596232.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -596259.375000 Penalty: 2734.278564
	Iteration 21Q: 3 clusters Score -596259.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -596286.937500 Penalty: 2734.278564
	Iteration 22Q: 3 clusters Score -596286.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -596321.375000 Penalty: 2734.278564
	Iteration 23Q: 3 clusters Score -596321.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -596355.187500 Penalty: 2734.278564
	Iteration 24Q: 3 clusters Score -596355.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -596377.937500 Penalty: 2734.278564
	Iteration 25Q: 3 clusters Score -596377.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -596396.750000 Penalty: 2734.278564
	Iteration 26Q: 3 clusters Score -596396.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -596408.125000 Penalty: 2734.278564
	Iteration 27Q: 3 clusters Score -596408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -596418.437500 Penalty: 2734.278564
	Iteration 28Q: 3 clusters Score -596418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -596431.250000 Penalty: 2734.278564
	Iteration 29Q: 3 clusters Score -596431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -596444.375000 Penalty: 2734.278564
	Iteration 30Q: 3 clusters Score -596444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -596448.625000 Penalty: 2734.278564
	Iteration 31Q: 3 clusters Score -596448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -596454.250000 Penalty: 2734.278564
	Iteration 32Q: 3 clusters Score -596454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -596458.250000 Penalty: 2734.278564
	Iteration 33Q: 3 clusters Score -596458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -596459.875000 Penalty: 2734.278564
	Iteration 34Q: 3 clusters Score -596459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -596460.812500 Penalty: 2734.278564
	Iteration 35Q: 3 clusters Score -596460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -596462.937500 Penalty: 2734.278564
	Iteration 36Q: 3 clusters Score -596462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -596464.062500 Penalty: 2734.278564
	Iteration 37Q: 3 clusters Score -596464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -596464.125000 Penalty: 2734.278564
	Iteration 38Q: 3 clusters Score -596464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -596464.625000 Penalty: 2734.278564
	Iteration 39Q: 3 clusters Score -596464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -596465.562500 Penalty: 2734.278564
	Iteration 40F: 3 clusters Score -596465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -596468.000000 Penalty: 2734.278564
	Iteration 41Q: 3 clusters Score -596468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -596471.375000 Penalty: 2734.278564
	Iteration 42Q: 3 clusters Score -596471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -596474.375000 Penalty: 2734.278564
	Iteration 43Q: 3 clusters Score -596474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -596478.437500 Penalty: 2734.278564
	Iteration 44Q: 3 clusters Score -596478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -596479.375000 Penalty: 2734.278564
	Iteration 45Q: 3 clusters Score -596479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -596480.562500 Penalty: 2734.278564
	Iteration 46Q: 3 clusters Score -596480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -596480.625000 Penalty: 2734.278564
	Iteration 47Q: 3 clusters Score -596480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -596480.625000 Penalty: 2734.278564
	Iteration 48F: 3 clusters Score -596480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -551724.375000 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -551724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -548278.375000 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -548278.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -549119.000000 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -549119 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549270.187500 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -549270.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -549365.562500 Penalty: 2708.547119
	Iteration 3Q: 3 clusters Score -549365.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -549438.312500 Penalty: 2708.547119
	Iteration 4Q: 3 clusters Score -549438.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -549510.375000 Penalty: 2708.547119
	Iteration 5Q: 3 clusters Score -549510.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -549579.750000 Penalty: 2708.547119
	Iteration 6Q: 3 clusters Score -549579.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -549642.062500 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -549642.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -549706.750000 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -549706.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -549781.625000 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -549781.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -549872.937500 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -549872.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -549959.812500 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -549959.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -550064.125000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -550064.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -550159.312500 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -550159.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -550241.000000 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -550241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -550311.687500 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -550311.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -550363.375000 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -550363.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -550416.000000 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -550416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -550457.125000 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -550457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -550483.000000 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -550483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -550499.000000 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -550499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -550511.500000 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -550511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -550517.062500 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -550517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -550524.250000 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -550524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -550530.437500 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -550530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -550530.687500 Penalty: 2708.547119
	Iteration 25Q: 3 clusters Score -550530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -550530.875000 Penalty: 2708.547119
	Iteration 26Q: 3 clusters Score -550530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -550530.875000 Penalty: 2708.547119
	Iteration 27F: 3 clusters Score -550530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Entering Unmasked Estep 
Score: -10989832.000000 Penalty: 1840.375854
	Iteration 0F: 2 clusters Score -1.098983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -10938403.000000 Penalty: 3680.751709
	Iteration 0F: 3 clusters Score -1.09384e+07 nChanged 39328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -10962043.000000 Penalty: 3680.751709
	Iteration 1F: 3 clusters Score -1.096204e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -10963235.000000 Penalty: 3680.751709
	Iteration 2Q: 3 clusters Score -1.096324e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -10964832.000000 Penalty: 3680.751709
	Iteration 3Q: 3 clusters Score -1.096483e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -10966546.000000 Penalty: 3680.751709
	Iteration 4Q: 3 clusters Score -1.096655e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -10968452.000000 Penalty: 3680.751709
	Iteration 5F: 3 clusters Score -1.096845e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -10970367.000000 Penalty: 3680.751709
	Iteration 6F: 3 clusters Score -1.097037e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -10972177.000000 Penalty: 3680.751709
	Iteration 7Q: 3 clusters Score -1.097218e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -10974126.000000 Penalty: 3680.751709
	Iteration 8Q: 3 clusters Score -1.097413e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -10976702.000000 Penalty: 3680.751709
	Iteration 9Q: 3 clusters Score -1.09767e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -10980094.000000 Penalty: 3680.751709
	Iteration 10Q: 3 clusters Score -1.098009e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -10983771.000000 Penalty: 3680.751709
	Iteration 11Q: 3 clusters Score -1.098377e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10986564.000000 Penalty: 3680.751709
	Iteration 12Q: 3 clusters Score -1.098656e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -10988166.000000 Penalty: 3680.751709
	Iteration 13Q: 3 clusters Score -1.098817e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -10989231.000000 Penalty: 3680.751709
	Iteration 14Q: 3 clusters Score -1.098923e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -10989991.000000 Penalty: 3680.751709
	Iteration 15Q: 3 clusters Score -1.098999e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -10990616.000000 Penalty: 3680.751709
	Iteration 16Q: 3 clusters Score -1.099062e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -10991134.000000 Penalty: 3680.751709
	Iteration 17Q: 3 clusters Score -1.099113e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -10991633.000000 Penalty: 3680.751709
	Iteration 18Q: 3 clusters Score -1.099163e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -10991984.000000 Penalty: 3680.751709
	Iteration 19Q: 3 clusters Score -1.099198e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -10992230.000000 Penalty: 3680.751709
	Iteration 20F: 3 clusters Score -1.099223e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -10992502.000000 Penalty: 3680.751709
	Iteration 21Q: 3 clusters Score -1.09925e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -10992735.000000 Penalty: 3680.751709
	Iteration 22Q: 3 clusters Score -1.099274e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -10992999.000000 Penalty: 3680.751709
	Iteration 23Q: 3 clusters Score -1.0993e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -10993275.000000 Penalty: 3680.751709
	Iteration 24Q: 3 clusters Score -1.099328e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -10993591.000000 Penalty: 3680.751709
	Iteration 25Q: 3 clusters Score -1.099359e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -10993899.000000 Penalty: 3680.751709
	Iteration 26Q: 3 clusters Score -1.09939e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -10994278.000000 Penalty: 3680.751709
	Iteration 27Q: 3 clusters Score -1.099428e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -10994658.000000 Penalty: 3680.751709
	Iteration 28Q: 3 clusters Score -1.099466e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -10995028.000000 Penalty: 3680.751709
	Iteration 29Q: 3 clusters Score -1.099503e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -10995366.000000 Penalty: 3680.751709
	Iteration 30Q: 3 clusters Score -1.099537e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -10995685.000000 Penalty: 3680.751709
	Iteration 31Q: 3 clusters Score -1.099568e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -10995832.000000 Penalty: 3680.751709
	Iteration 32Q: 3 clusters Score -1.099583e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -10996002.000000 Penalty: 3680.751709
	Iteration 33Q: 3 clusters Score -1.0996e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -10996112.000000 Penalty: 3680.751709
	Iteration 34Q: 3 clusters Score -1.099611e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -10996183.000000 Penalty: 3680.751709
	Iteration 35Q: 3 clusters Score -1.099618e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -10996231.000000 Penalty: 3680.751709
	Iteration 36Q: 3 clusters Score -1.099623e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -10996251.000000 Penalty: 3680.751709
	Iteration 37Q: 3 clusters Score -1.099625e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -10996330.000000 Penalty: 3680.751709
	Iteration 38Q: 3 clusters Score -1.099633e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -10996391.000000 Penalty: 3680.751709
	Iteration 39Q: 3 clusters Score -1.099639e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -10996473.000000 Penalty: 3680.751709
	Iteration 40F: 3 clusters Score -1.099647e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -10996434.000000 Penalty: 3680.751709
	Iteration 41Q: 3 clusters Score -1.099643e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -10996440.000000 Penalty: 3680.751709
	Iteration 42Q: 3 clusters Score -1.099644e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -10996432.000000 Penalty: 3680.751709
	Iteration 43Q: 3 clusters Score -1.099643e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -10996431.000000 Penalty: 3680.751709
	Iteration 44Q: 3 clusters Score -1.099643e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -10996459.000000 Penalty: 3680.751709
	Iteration 45Q: 3 clusters Score -1.099646e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -10996485.000000 Penalty: 3680.751709
	Iteration 46Q: 3 clusters Score -1.099648e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -10996524.000000 Penalty: 3680.751709
	Iteration 47Q: 3 clusters Score -1.099652e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -10996563.000000 Penalty: 3680.751709
	Iteration 48Q: 3 clusters Score -1.099656e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -10996560.000000 Penalty: 3680.751709
	Iteration 49Q: 3 clusters Score -1.099656e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -10996572.000000 Penalty: 3680.751709
	Iteration 50Q: 3 clusters Score -1.099657e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -10996582.000000 Penalty: 3680.751709
	Iteration 51Q: 3 clusters Score -1.099658e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -10996582.000000 Penalty: 3680.751709
	Iteration 52Q: 3 clusters Score -1.099658e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -10996631.000000 Penalty: 3680.751709
	Iteration 53Q: 3 clusters Score -1.099663e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -10996642.000000 Penalty: 3680.751709
	Iteration 54Q: 3 clusters Score -1.099664e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -10996634.000000 Penalty: 3680.751709
	Iteration 55Q: 3 clusters Score -1.099663e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -10996654.000000 Penalty: 3680.751709
	Iteration 56Q: 3 clusters Score -1.099665e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -10996651.000000 Penalty: 3680.751709
	Iteration 57Q: 3 clusters Score -1.099665e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -10996680.000000 Penalty: 3680.751709
	Iteration 58Q: 3 clusters Score -1.099668e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -10996721.000000 Penalty: 3680.751709
	Iteration 59Q: 3 clusters Score -1.099672e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -10996762.000000 Penalty: 3680.751709
	Iteration 60F: 3 clusters Score -1.099676e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -10996736.000000 Penalty: 3680.751709
	Iteration 61Q: 3 clusters Score -1.099674e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -10996708.000000 Penalty: 3680.751709
	Iteration 62Q: 3 clusters Score -1.099671e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -10996736.000000 Penalty: 3680.751709
	Iteration 63Q: 3 clusters Score -1.099674e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -10996748.000000 Penalty: 3680.751709
	Iteration 64Q: 3 clusters Score -1.099675e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -10996779.000000 Penalty: 3680.751709
	Iteration 65Q: 3 clusters Score -1.099678e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -10996783.000000 Penalty: 3680.751709
	Iteration 66Q: 3 clusters Score -1.099678e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -10996828.000000 Penalty: 3680.751709
	Iteration 67Q: 3 clusters Score -1.099683e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -10996816.000000 Penalty: 3680.751709
	Iteration 68Q: 3 clusters Score -1.099682e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -10996819.000000 Penalty: 3680.751709
	Iteration 69Q: 3 clusters Score -1.099682e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -10996846.000000 Penalty: 3680.751709
	Iteration 70Q: 3 clusters Score -1.099685e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -10996844.000000 Penalty: 3680.751709
	Iteration 71Q: 3 clusters Score -1.099684e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -10996868.000000 Penalty: 3680.751709
	Iteration 72Q: 3 clusters Score -1.099687e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -10996874.000000 Penalty: 3680.751709
	Iteration 73Q: 3 clusters Score -1.099687e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -10996881.000000 Penalty: 3680.751709
	Iteration 74Q: 3 clusters Score -1.099688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -10996880.000000 Penalty: 3680.751709
	Iteration 75Q: 3 clusters Score -1.099688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -10996860.000000 Penalty: 3680.751709
	Iteration 76Q: 3 clusters Score -1.099686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -10996852.000000 Penalty: 3680.751709
	Iteration 77Q: 3 clusters Score -1.099685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -10996855.000000 Penalty: 3680.751709
	Iteration 78Q: 3 clusters Score -1.099686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -10996853.000000 Penalty: 3680.751709
	Iteration 79Q: 3 clusters Score -1.099685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -10996854.000000 Penalty: 3680.751709
	Iteration 80F: 3 clusters Score -1.099685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -10996859.000000 Penalty: 3680.751709
	Iteration 81Q: 3 clusters Score -1.099686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -10996859.000000 Penalty: 3680.751709
	Iteration 82Q: 3 clusters Score -1.099686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -10996855.000000 Penalty: 3680.751709
	Iteration 83Q: 3 clusters Score -1.099686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -10996846.000000 Penalty: 3680.751709
	Iteration 84Q: 3 clusters Score -1.099685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -10996854.000000 Penalty: 3680.751709
	Iteration 85Q: 3 clusters Score -1.099685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -10996859.000000 Penalty: 3680.751709
	Iteration 86Q: 3 clusters Score -1.099686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -10996857.000000 Penalty: 3680.751709
	Iteration 87Q: 3 clusters Score -1.099686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10996850.000000 Penalty: 3680.751709
	Iteration 88Q: 3 clusters Score -1.099685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -10996851.000000 Penalty: 3680.751709
	Iteration 89Q: 3 clusters Score -1.099685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10996858.000000 Penalty: 3680.751709
	Iteration 90Q: 3 clusters Score -1.099686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -10996863.000000 Penalty: 3680.751709
	Iteration 91Q: 3 clusters Score -1.099686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -10996861.000000 Penalty: 3680.751709
	Iteration 92Q: 3 clusters Score -1.099686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -10996871.000000 Penalty: 3680.751709
	Iteration 93Q: 3 clusters Score -1.099687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -10996857.000000 Penalty: 3680.751709
	Iteration 94Q: 3 clusters Score -1.099686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -10996859.000000 Penalty: 3680.751709
	Iteration 95Q: 3 clusters Score -1.099686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -10996852.000000 Penalty: 3680.751709
	Iteration 96Q: 3 clusters Score -1.099685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -10996851.000000 Penalty: 3680.751709
	Iteration 97Q: 3 clusters Score -1.099685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -10996855.000000 Penalty: 3680.751709
	Iteration 98Q: 3 clusters Score -1.099686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -10996854.000000 Penalty: 3680.751709
	Iteration 99Q: 3 clusters Score -1.099685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -10996854.000000 Penalty: 3680.751709
	Iteration 100F: 3 clusters Score -1.099685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -10996850.000000 Penalty: 3680.751709
	Iteration 101Q: 3 clusters Score -1.099685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -10996850.000000 Penalty: 3680.751709
	Iteration 102Q: 3 clusters Score -1.099685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -10996860.000000 Penalty: 3680.751709
	Iteration 103Q: 3 clusters Score -1.099686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -10996863.000000 Penalty: 3680.751709
	Iteration 104Q: 3 clusters Score -1.099686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -10996861.000000 Penalty: 3680.751709
	Iteration 105Q: 3 clusters Score -1.099686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -10996853.000000 Penalty: 3680.751709
	Iteration 106Q: 3 clusters Score -1.099685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -10996862.000000 Penalty: 3680.751709
	Iteration 107Q: 3 clusters Score -1.099686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -10996864.000000 Penalty: 3680.751709
	Iteration 108Q: 3 clusters Score -1.099686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -10996864.000000 Penalty: 3680.751709
	Iteration 109F: 3 clusters Score -1.099686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22202 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Entering Unmasked Estep 
Score: -68978192.000000 Penalty: 158513.796875
Splitting cluster 11 changes total score from -68972104.000000 to -68978192.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35108.371094 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -35108.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34248.734375 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -34248.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34351.542969 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -34351.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34378.050781 Penalty: 1825.450684
	Iteration 2Q: 3 clusters Score -34378.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34392.281250 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -34392.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34403.691406 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -34403.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34403.691406 Penalty: 1825.450684
	Iteration 5F: 3 clusters Score -34403.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -240001.671875 Penalty: 1220.622803
	Iteration 0F: 2 clusters Score -240001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -238022.781250 Penalty: 2441.245605
	Iteration 0F: 3 clusters Score -238022.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238436.609375 Penalty: 2441.245605
	Iteration 1F: 3 clusters Score -238436.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -238557.859375 Penalty: 2441.245605
	Iteration 2F: 3 clusters Score -238557.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238646.859375 Penalty: 2441.245605
	Iteration 3F: 3 clusters Score -238646.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -238747.453125 Penalty: 2441.245605
	Iteration 4Q: 3 clusters Score -238747.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -238839.390625 Penalty: 2441.245605
	Iteration 5Q: 3 clusters Score -238839.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -238928.515625 Penalty: 2441.245605
	Iteration 6Q: 3 clusters Score -238928.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -239015.562500 Penalty: 2441.245605
	Iteration 7Q: 3 clusters Score -239015.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -239091.687500 Penalty: 2441.245605
	Iteration 8Q: 3 clusters Score -239091.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -239172.765625 Penalty: 2441.245605
	Iteration 9Q: 3 clusters Score -239172.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -239242.375000 Penalty: 2441.245605
	Iteration 10Q: 3 clusters Score -239242.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -239346.046875 Penalty: 2441.245605
	Iteration 11Q: 3 clusters Score -239346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239439.687500 Penalty: 2441.245605
	Iteration 12Q: 3 clusters Score -239439.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -239527.906250 Penalty: 2441.245605
	Iteration 13Q: 3 clusters Score -239527.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -239605.187500 Penalty: 2441.245605
	Iteration 14Q: 3 clusters Score -239605.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239688.828125 Penalty: 2441.245605
	Iteration 15Q: 3 clusters Score -239688.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -239789.171875 Penalty: 2441.245605
	Iteration 16Q: 3 clusters Score -239789.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -239854.046875 Penalty: 2441.245605
	Iteration 17Q: 3 clusters Score -239854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -239869.156250 Penalty: 2441.245605
	Iteration 18Q: 3 clusters Score -239869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -239874.140625 Penalty: 2441.245605
	Iteration 19Q: 3 clusters Score -239874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -239877.750000 Penalty: 2441.245605
	Iteration 20F: 3 clusters Score -239877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -239883.359375 Penalty: 2441.245605
	Iteration 21Q: 3 clusters Score -239883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -239889.671875 Penalty: 2441.245605
	Iteration 22Q: 3 clusters Score -239889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -239893.609375 Penalty: 2441.245605
	Iteration 23Q: 3 clusters Score -239893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -239903.390625 Penalty: 2441.245605
	Iteration 24Q: 3 clusters Score -239903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -239911.156250 Penalty: 2441.245605
	Iteration 25Q: 3 clusters Score -239911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -239914.968750 Penalty: 2441.245605
	Iteration 26Q: 3 clusters Score -239915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -239916.812500 Penalty: 2441.245605
	Iteration 27Q: 3 clusters Score -239916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -239918.359375 Penalty: 2441.245605
	Iteration 28Q: 3 clusters Score -239918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -239918.359375 Penalty: 2441.245605
	Iteration 29F: 3 clusters Score -239918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6283.613281 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -6283.613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5646.017578 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -5646.018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5683.528320 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -5683.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5690.860352 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -5690.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5696.602051 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -5696.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5702.072754 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -5702.073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5702.072754 Penalty: 1586.910645
	Iteration 5F: 3 clusters Score -5702.073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -226877.468750 Penalty: 1215.935791
	Iteration 0F: 2 clusters Score -226877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -224962.531250 Penalty: 2431.871582
	Iteration 0F: 3 clusters Score -224962.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225492.968750 Penalty: 2431.871582
	Iteration 1F: 3 clusters Score -225493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225677.343750 Penalty: 2431.871582
	Iteration 2F: 3 clusters Score -225677.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -225823.718750 Penalty: 2431.871582
	Iteration 3F: 3 clusters Score -225823.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -225926.734375 Penalty: 2431.871582
	Iteration 4Q: 3 clusters Score -225926.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226012.250000 Penalty: 2431.871582
	Iteration 5Q: 3 clusters Score -226012.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -226088.609375 Penalty: 2431.871582
	Iteration 6Q: 3 clusters Score -226088.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -226138.375000 Penalty: 2431.871582
	Iteration 7Q: 3 clusters Score -226138.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -226172.406250 Penalty: 2431.871582
	Iteration 8Q: 3 clusters Score -226172.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -226198.109375 Penalty: 2431.871582
	Iteration 9Q: 3 clusters Score -226198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -226213.453125 Penalty: 2431.871582
	Iteration 10Q: 3 clusters Score -226213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -226220.015625 Penalty: 2431.871582
	Iteration 11Q: 3 clusters Score -226220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -226226.125000 Penalty: 2431.871582
	Iteration 12Q: 3 clusters Score -226226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -226229.156250 Penalty: 2431.871582
	Iteration 13Q: 3 clusters Score -226229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -226229.875000 Penalty: 2431.871582
	Iteration 14Q: 3 clusters Score -226229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -226231.156250 Penalty: 2431.871582
	Iteration 15Q: 3 clusters Score -226231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -226232.562500 Penalty: 2431.871582
	Iteration 16Q: 3 clusters Score -226232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -226233.406250 Penalty: 2431.871582
	Iteration 17Q: 3 clusters Score -226233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -226234.531250 Penalty: 2431.871582
	Iteration 18Q: 3 clusters Score -226234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -226234.531250 Penalty: 2431.871582
	Iteration 19F: 3 clusters Score -226234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -862176.937500 Penalty: 1432.666382
	Iteration 0F: 2 clusters Score -862176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -857159.062500 Penalty: 2865.332764
	Iteration 0F: 3 clusters Score -857159.1 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -858744.000000 Penalty: 2865.332764
	Iteration 1F: 3 clusters Score -858744 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -859086.250000 Penalty: 2865.332764
	Iteration 2F: 3 clusters Score -859086.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -859373.187500 Penalty: 2865.332764
	Iteration 3F: 3 clusters Score -859373.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -859647.500000 Penalty: 2865.332764
	Iteration 4F: 3 clusters Score -859647.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -859930.187500 Penalty: 2865.332764
	Iteration 5F: 3 clusters Score -859930.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -860186.500000 Penalty: 2865.332764
	Iteration 6F: 3 clusters Score -860186.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -860422.125000 Penalty: 2865.332764
	Iteration 7Q: 3 clusters Score -860422.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -860635.062500 Penalty: 2865.332764
	Iteration 8Q: 3 clusters Score -860635.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -860803.625000 Penalty: 2865.332764
	Iteration 9Q: 3 clusters Score -860803.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -860955.875000 Penalty: 2865.332764
	Iteration 10Q: 3 clusters Score -860955.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861078.125000 Penalty: 2865.332764
	Iteration 11Q: 3 clusters Score -861078.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -861200.375000 Penalty: 2865.332764
	Iteration 12Q: 3 clusters Score -861200.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -861379.562500 Penalty: 2865.332764
	Iteration 13Q: 3 clusters Score -861379.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -861584.937500 Penalty: 2865.332764
	Iteration 14Q: 3 clusters Score -861584.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -861771.562500 Penalty: 2865.332764
	Iteration 15Q: 3 clusters Score -861771.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -861858.000000 Penalty: 2865.332764
	Iteration 16Q: 3 clusters Score -861858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -861904.937500 Penalty: 2865.332764
	Iteration 17Q: 3 clusters Score -861904.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -861933.562500 Penalty: 2865.332764
	Iteration 18Q: 3 clusters Score -861933.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -861954.500000 Penalty: 2865.332764
	Iteration 19Q: 3 clusters Score -861954.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -861977.625000 Penalty: 2865.332764
	Iteration 20F: 3 clusters Score -861977.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -861994.875000 Penalty: 2865.332764
	Iteration 21Q: 3 clusters Score -861994.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -862007.625000 Penalty: 2865.332764
	Iteration 22Q: 3 clusters Score -862007.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -862021.937500 Penalty: 2865.332764
	Iteration 23Q: 3 clusters Score -862021.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -862032.062500 Penalty: 2865.332764
	Iteration 24Q: 3 clusters Score -862032.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -862041.812500 Penalty: 2865.332764
	Iteration 25Q: 3 clusters Score -862041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -862045.937500 Penalty: 2865.332764
	Iteration 26Q: 3 clusters Score -862045.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -862054.500000 Penalty: 2865.332764
	Iteration 27Q: 3 clusters Score -862054.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -862065.437500 Penalty: 2865.332764
	Iteration 28Q: 3 clusters Score -862065.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -862076.750000 Penalty: 2865.332764
	Iteration 29Q: 3 clusters Score -862076.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -862099.375000 Penalty: 2865.332764
	Iteration 30Q: 3 clusters Score -862099.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -862122.125000 Penalty: 2865.332764
	Iteration 31Q: 3 clusters Score -862122.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -862147.000000 Penalty: 2865.332764
	Iteration 32Q: 3 clusters Score -862147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -862175.125000 Penalty: 2865.332764
	Iteration 33Q: 3 clusters Score -862175.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -862209.312500 Penalty: 2865.332764
	Iteration 34Q: 3 clusters Score -862209.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -862247.500000 Penalty: 2865.332764
	Iteration 35Q: 3 clusters Score -862247.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -862293.250000 Penalty: 2865.332764
	Iteration 36Q: 3 clusters Score -862293.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -862330.000000 Penalty: 2865.332764
	Iteration 37Q: 3 clusters Score -862330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -862361.937500 Penalty: 2865.332764
	Iteration 38Q: 3 clusters Score -862361.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -862395.187500 Penalty: 2865.332764
	Iteration 39Q: 3 clusters Score -862395.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -862432.125000 Penalty: 2865.332764
	Iteration 40F: 3 clusters Score -862432.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -862462.125000 Penalty: 2865.332764
	Iteration 41Q: 3 clusters Score -862462.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -862481.625000 Penalty: 2865.332764
	Iteration 42Q: 3 clusters Score -862481.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -862497.687500 Penalty: 2865.332764
	Iteration 43Q: 3 clusters Score -862497.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -862515.062500 Penalty: 2865.332764
	Iteration 44Q: 3 clusters Score -862515.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -862518.187500 Penalty: 2865.332764
	Iteration 45Q: 3 clusters Score -862518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -862526.312500 Penalty: 2865.332764
	Iteration 46Q: 3 clusters Score -862526.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -862530.062500 Penalty: 2865.332764
	Iteration 47Q: 3 clusters Score -862530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -862530.937500 Penalty: 2865.332764
	Iteration 48Q: 3 clusters Score -862530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -862534.625000 Penalty: 2865.332764
	Iteration 49Q: 3 clusters Score -862534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -862532.875000 Penalty: 2865.332764
	Iteration 50Q: 3 clusters Score -862532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -862533.500000 Penalty: 2865.332764
	Iteration 51Q: 3 clusters Score -862533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -862534.062500 Penalty: 2865.332764
	Iteration 52Q: 3 clusters Score -862534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -862534.500000 Penalty: 2865.332764
	Iteration 53Q: 3 clusters Score -862534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -862534.250000 Penalty: 2865.332764
	Iteration 54Q: 3 clusters Score -862534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -862534.250000 Penalty: 2865.332764
	Iteration 55F: 3 clusters Score -862534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22202 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Entering Unmasked Estep 
Score: -68977656.000000 Penalty: 160655.875000
Splitting cluster 16 changes total score from -68972104.000000 to -68977656.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161432.515625 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161432.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161746.953125 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -161898.500000 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161898.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162009.203125 Penalty: 2263.036865
	Iteration 3F: 3 clusters Score -162009.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162097.859375 Penalty: 2263.036865
	Iteration 4F: 3 clusters Score -162097.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162186.109375 Penalty: 2263.036865
	Iteration 5F: 3 clusters Score -162186.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -162249.062500 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -162249.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162295.015625 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162318.187500 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162338.375000 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162347.796875 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162354.453125 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162357.984375 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162361.203125 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -162364.968750 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162365.687500 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -162366.406250 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162366.796875 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -162369.078125 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -162375.140625 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -162375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162386.750000 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -162386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162408.125000 Penalty: 2263.036865
	Iteration 21Q: 3 clusters Score -162408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -162419.093750 Penalty: 2263.036865
	Iteration 22Q: 3 clusters Score -162419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162423.640625 Penalty: 2263.036865
	Iteration 23Q: 3 clusters Score -162423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -162431.843750 Penalty: 2263.036865
	Iteration 24Q: 3 clusters Score -162431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162437.890625 Penalty: 2263.036865
	Iteration 25Q: 3 clusters Score -162437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162439.359375 Penalty: 2263.036865
	Iteration 26Q: 3 clusters Score -162439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162442.515625 Penalty: 2263.036865
	Iteration 27Q: 3 clusters Score -162442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162444.296875 Penalty: 2263.036865
	Iteration 28Q: 3 clusters Score -162444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162447.765625 Penalty: 2263.036865
	Iteration 29Q: 3 clusters Score -162447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162453.812500 Penalty: 2263.036865
	Iteration 30Q: 3 clusters Score -162453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162458.750000 Penalty: 2263.036865
	Iteration 31Q: 3 clusters Score -162458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162459.875000 Penalty: 2263.036865
	Iteration 32Q: 3 clusters Score -162459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162459.875000 Penalty: 2263.036865
	Iteration 33F: 3 clusters Score -162459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Entering Unmasked Estep 
Score: -553869.687500 Penalty: 1360.927368
	Iteration 0F: 2 clusters Score -553869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -550363.812500 Penalty: 2721.854736
	Iteration 0F: 3 clusters Score -550363.8 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -551544.312500 Penalty: 2721.854736
	Iteration 1F: 3 clusters Score -551544.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -551923.125000 Penalty: 2721.854736
	Iteration 2F: 3 clusters Score -551923.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -552115.812500 Penalty: 2721.854736
	Iteration 3F: 3 clusters Score -552115.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -552251.437500 Penalty: 2721.854736
	Iteration 4Q: 3 clusters Score -552251.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -552346.187500 Penalty: 2721.854736
	Iteration 5Q: 3 clusters Score -552346.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -552420.187500 Penalty: 2721.854736
	Iteration 6Q: 3 clusters Score -552420.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -552489.125000 Penalty: 2721.854736
	Iteration 7Q: 3 clusters Score -552489.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -552566.500000 Penalty: 2721.854736
	Iteration 8Q: 3 clusters Score -552566.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -552640.875000 Penalty: 2721.854736
	Iteration 9Q: 3 clusters Score -552640.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -552709.437500 Penalty: 2721.854736
	Iteration 10Q: 3 clusters Score -552709.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -552764.437500 Penalty: 2721.854736
	Iteration 11Q: 3 clusters Score -552764.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -552816.187500 Penalty: 2721.854736
	Iteration 12Q: 3 clusters Score -552816.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -552857.250000 Penalty: 2721.854736
	Iteration 13Q: 3 clusters Score -552857.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -552890.875000 Penalty: 2721.854736
	Iteration 14Q: 3 clusters Score -552890.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -552929.437500 Penalty: 2721.854736
	Iteration 15Q: 3 clusters Score -552929.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -552963.812500 Penalty: 2721.854736
	Iteration 16Q: 3 clusters Score -552963.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -552988.000000 Penalty: 2721.854736
	Iteration 17Q: 3 clusters Score -552988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -553002.187500 Penalty: 2721.854736
	Iteration 18Q: 3 clusters Score -553002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -553016.500000 Penalty: 2721.854736
	Iteration 19Q: 3 clusters Score -553016.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -553028.250000 Penalty: 2721.854736
	Iteration 20F: 3 clusters Score -553028.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -553038.687500 Penalty: 2721.854736
	Iteration 21Q: 3 clusters Score -553038.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -553045.062500 Penalty: 2721.854736
	Iteration 22Q: 3 clusters Score -553045.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -553055.875000 Penalty: 2721.854736
	Iteration 23Q: 3 clusters Score -553055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -553069.625000 Penalty: 2721.854736
	Iteration 24Q: 3 clusters Score -553069.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -553085.062500 Penalty: 2721.854736
	Iteration 25Q: 3 clusters Score -553085.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -553101.562500 Penalty: 2721.854736
	Iteration 26Q: 3 clusters Score -553101.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -553114.312500 Penalty: 2721.854736
	Iteration 27Q: 3 clusters Score -553114.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -553122.062500 Penalty: 2721.854736
	Iteration 28Q: 3 clusters Score -553122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -553127.062500 Penalty: 2721.854736
	Iteration 29Q: 3 clusters Score -553127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -553136.375000 Penalty: 2721.854736
	Iteration 30Q: 3 clusters Score -553136.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -553145.312500 Penalty: 2721.854736
	Iteration 31Q: 3 clusters Score -553145.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -553152.312500 Penalty: 2721.854736
	Iteration 32Q: 3 clusters Score -553152.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -553159.562500 Penalty: 2721.854736
	Iteration 33Q: 3 clusters Score -553159.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -553168.437500 Penalty: 2721.854736
	Iteration 34Q: 3 clusters Score -553168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -553175.812500 Penalty: 2721.854736
	Iteration 35Q: 3 clusters Score -553175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -553181.125000 Penalty: 2721.854736
	Iteration 36Q: 3 clusters Score -553181.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -553187.500000 Penalty: 2721.854736
	Iteration 37Q: 3 clusters Score -553187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -553194.750000 Penalty: 2721.854736
	Iteration 38Q: 3 clusters Score -553194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -553203.125000 Penalty: 2721.854736
	Iteration 39Q: 3 clusters Score -553203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -553212.000000 Penalty: 2721.854736
	Iteration 40F: 3 clusters Score -553212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -553217.250000 Penalty: 2721.854736
	Iteration 41Q: 3 clusters Score -553217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -553230.437500 Penalty: 2721.854736
	Iteration 42Q: 3 clusters Score -553230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -553255.062500 Penalty: 2721.854736
	Iteration 43Q: 3 clusters Score -553255.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -553283.875000 Penalty: 2721.854736
	Iteration 44Q: 3 clusters Score -553283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -553313.000000 Penalty: 2721.854736
	Iteration 45Q: 3 clusters Score -553313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -553350.687500 Penalty: 2721.854736
	Iteration 46Q: 3 clusters Score -553350.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -553373.062500 Penalty: 2721.854736
	Iteration 47Q: 3 clusters Score -553373.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -553382.625000 Penalty: 2721.854736
	Iteration 48Q: 3 clusters Score -553382.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -553389.187500 Penalty: 2721.854736
	Iteration 49Q: 3 clusters Score -553389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -553390.875000 Penalty: 2721.854736
	Iteration 50Q: 3 clusters Score -553390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -553391.687500 Penalty: 2721.854736
	Iteration 51Q: 3 clusters Score -553391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -553391.625000 Penalty: 2721.854736
	Iteration 52Q: 3 clusters Score -553391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -553391.625000 Penalty: 2721.854736
	Iteration 53F: 3 clusters Score -553391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -171714.500000 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -171714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -170043.843750 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -170043.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -170471.250000 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -170471.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170657.890625 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -170657.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -170854.750000 Penalty: 2349.462158
	Iteration 3F: 3 clusters Score -170854.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -170993.578125 Penalty: 2349.462158
	Iteration 4F: 3 clusters Score -170993.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171058.640625 Penalty: 2349.462158
	Iteration 5Q: 3 clusters Score -171058.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -171086.390625 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -171086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -171111.140625 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -171111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171135.562500 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -171135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171155.156250 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -171155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -171167.265625 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -171167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171172.000000 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -171172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -171175.765625 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -171175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -171178.750000 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -171178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171184.000000 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -171184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171186.359375 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -171186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171189.578125 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -171189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171194.078125 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -171194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171196.921875 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -171196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171197.281250 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -171197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171198.859375 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -171198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171201.046875 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -171201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171202.562500 Penalty: 2349.462158
	Iteration 22Q: 3 clusters Score -171202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -171204.718750 Penalty: 2349.462158
	Iteration 23Q: 3 clusters Score -171204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171208.171875 Penalty: 2349.462158
	Iteration 24Q: 3 clusters Score -171208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171214.234375 Penalty: 2349.462158
	Iteration 25Q: 3 clusters Score -171214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171218.171875 Penalty: 2349.462158
	Iteration 26Q: 3 clusters Score -171218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -171226.281250 Penalty: 2349.462158
	Iteration 27Q: 3 clusters Score -171226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171230.421875 Penalty: 2349.462158
	Iteration 28Q: 3 clusters Score -171230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -171233.515625 Penalty: 2349.462158
	Iteration 29Q: 3 clusters Score -171233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171234.859375 Penalty: 2349.462158
	Iteration 30Q: 3 clusters Score -171234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171237.406250 Penalty: 2349.462158
	Iteration 31Q: 3 clusters Score -171237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171239.437500 Penalty: 2349.462158
	Iteration 32Q: 3 clusters Score -171239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171240.046875 Penalty: 2349.462158
	Iteration 33Q: 3 clusters Score -171240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171240.796875 Penalty: 2349.462158
	Iteration 34Q: 3 clusters Score -171240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171241.937500 Penalty: 2349.462158
	Iteration 35Q: 3 clusters Score -171241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171241.937500 Penalty: 2349.462158
	Iteration 36F: 3 clusters Score -171241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -16161.776367 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -16161.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15584.330078 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -15584.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15670.172852 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -15670.17 nChanged 5
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: -15683.387695 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -15683.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15689.223633 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -15689.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15690.383789 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -15690.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15690.383789 Penalty: 1649.431519
	Iteration 5F: 3 clusters Score -15690.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -76085.312500 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -76085.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75003.296875 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -75003.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75279.703125 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -75279.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75418.132812 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -75418.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75632.039062 Penalty: 2107.010010
	Iteration 3F: 3 clusters Score -75632.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75804.562500 Penalty: 2107.010010
	Iteration 4F: 3 clusters Score -75804.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -75895.539062 Penalty: 2107.010010
	Iteration 5Q: 3 clusters Score -75895.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75963.343750 Penalty: 2107.010010
	Iteration 6Q: 3 clusters Score -75963.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -76014.773438 Penalty: 2107.010010
	Iteration 7Q: 3 clusters Score -76014.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76061.398438 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -76061.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76107.742188 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -76107.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76122.210938 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -76122.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76150.187500 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -76150.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76199.382812 Penalty: 2107.010010
	Iteration 12Q: 3 clusters Score -76199.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76225.562500 Penalty: 2107.010010
	Iteration 13Q: 3 clusters Score -76225.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76247.867188 Penalty: 2107.010010
	Iteration 14Q: 3 clusters Score -76247.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76284.578125 Penalty: 2107.010010
	Iteration 15Q: 3 clusters Score -76284.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76335.687500 Penalty: 2107.010010
	Iteration 16Q: 3 clusters Score -76335.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76369.500000 Penalty: 2107.010010
	Iteration 17Q: 3 clusters Score -76369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76384.695312 Penalty: 2107.010010
	Iteration 18Q: 3 clusters Score -76384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76393.781250 Penalty: 2107.010010
	Iteration 19Q: 3 clusters Score -76393.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76415.242188 Penalty: 2107.010010
	Iteration 20F: 3 clusters Score -76415.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76441.281250 Penalty: 2107.010010
	Iteration 21Q: 3 clusters Score -76441.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76450.031250 Penalty: 2107.010010
	Iteration 22Q: 3 clusters Score -76450.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76455.078125 Penalty: 2107.010010
	Iteration 23Q: 3 clusters Score -76455.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76455.750000 Penalty: 2107.010010
	Iteration 24Q: 3 clusters Score -76455.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76455.750000 Penalty: 2107.010010
	Iteration 25F: 3 clusters Score -76455.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22202 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Mstep: Class 76 contains 307 members 
Entering Unmasked Estep 
Score: -68976920.000000 Penalty: 162797.953125
Splitting cluster 21 changes total score from -68972104.000000 to -68976920.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -66332.242188 Penalty: 1022.078796
	Iteration 0F: 2 clusters Score -66332.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65241.855469 Penalty: 2044.157593
	Iteration 0F: 3 clusters Score -65241.86 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65455.906250 Penalty: 2044.157593
	Iteration 1F: 3 clusters Score -65455.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65526.718750 Penalty: 2044.157593
	Iteration 2F: 3 clusters Score -65526.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65587.992188 Penalty: 2044.157593
	Iteration 3Q: 3 clusters Score -65587.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65651.039062 Penalty: 2044.157593
	Iteration 4Q: 3 clusters Score -65651.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65690.898438 Penalty: 2044.157593
	Iteration 5Q: 3 clusters Score -65690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65728.726562 Penalty: 2044.157593
	Iteration 6Q: 3 clusters Score -65728.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65761.484375 Penalty: 2044.157593
	Iteration 7Q: 3 clusters Score -65761.48 nChanged 11
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: -65787.984375 Penalty: 2044.157593
	Iteration 8Q: 3 clusters Score -65787.98 nChanged 7
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: -65808.578125 Penalty: 2044.157593
	Iteration 9Q: 3 clusters Score -65808.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65831.484375 Penalty: 2044.157593
	Iteration 10Q: 3 clusters Score -65831.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65856.390625 Penalty: 2044.157593
	Iteration 11Q: 3 clusters Score -65856.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65873.992188 Penalty: 2044.157593
	Iteration 12Q: 3 clusters Score -65873.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65887.890625 Penalty: 2044.157593
	Iteration 13Q: 3 clusters Score -65887.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65892.851562 Penalty: 2044.157593
	Iteration 14Q: 3 clusters Score -65892.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65906.625000 Penalty: 2044.157593
	Iteration 15Q: 3 clusters Score -65906.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65926.898438 Penalty: 2044.157593
	Iteration 16Q: 3 clusters Score -65926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65929.234375 Penalty: 2044.157593
	Iteration 17Q: 3 clusters Score -65929.23 nChanged 1
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: -65931.093750 Penalty: 2044.157593
	Iteration 18Q: 3 clusters Score -65931.09 nChanged 0
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: -65937.359375 Penalty: 2044.157593
	Iteration 19F: 3 clusters Score -65937.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65947.945312 Penalty: 2044.157593
	Iteration 20F: 3 clusters Score -65947.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65955.328125 Penalty: 2044.157593
	Iteration 21Q: 3 clusters Score -65955.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65957.585938 Penalty: 2044.157593
	Iteration 22Q: 3 clusters Score -65957.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65964.460938 Penalty: 2044.157593
	Iteration 23Q: 3 clusters Score -65964.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65965.945312 Penalty: 2044.157593
	Iteration 24Q: 3 clusters Score -65965.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65965.945312 Penalty: 2044.157593
	Iteration 25F: 3 clusters Score -65965.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -143231.328125 Penalty: 1141.071167
	Iteration 0F: 2 clusters Score -143231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -141716.328125 Penalty: 2282.142334
	Iteration 0F: 3 clusters Score -141716.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142172.906250 Penalty: 2282.142334
	Iteration 1F: 3 clusters Score -142172.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -142433.140625 Penalty: 2282.142334
	Iteration 2F: 3 clusters Score -142433.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142622.203125 Penalty: 2282.142334
	Iteration 3F: 3 clusters Score -142622.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -142742.218750 Penalty: 2282.142334
	Iteration 4F: 3 clusters Score -142742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -142795.015625 Penalty: 2282.142334
	Iteration 5Q: 3 clusters Score -142795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142812.718750 Penalty: 2282.142334
	Iteration 6Q: 3 clusters Score -142812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -142824.640625 Penalty: 2282.142334
	Iteration 7Q: 3 clusters Score -142824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -142835.203125 Penalty: 2282.142334
	Iteration 8Q: 3 clusters Score -142835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -142843.562500 Penalty: 2282.142334
	Iteration 9Q: 3 clusters Score -142843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -142853.562500 Penalty: 2282.142334
	Iteration 10Q: 3 clusters Score -142853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -142857.812500 Penalty: 2282.142334
	Iteration 11Q: 3 clusters Score -142857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142862.578125 Penalty: 2282.142334
	Iteration 12Q: 3 clusters Score -142862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142864.718750 Penalty: 2282.142334
	Iteration 13Q: 3 clusters Score -142864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -142865.156250 Penalty: 2282.142334
	Iteration 14Q: 3 clusters Score -142865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -142865.156250 Penalty: 2282.142334
	Iteration 15F: 3 clusters Score -142865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -63376.597656 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -63376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62359.042969 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -62359.04 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62644.839844 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -62644.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62741.812500 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -62741.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62779.925781 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -62779.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62804.015625 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -62804.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62823.753906 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -62823.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62837.269531 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -62837.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62850.515625 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -62850.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62866.656250 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -62866.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62870.359375 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -62870.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62874.300781 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -62874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62875.949219 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -62875.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62877.492188 Penalty: 2010.517822
	Iteration 12Q: 3 clusters Score -62877.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62877.492188 Penalty: 2010.517822
	Iteration 13F: 3 clusters Score -62877.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -24097.937500 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -24097.94 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 171 members 
Entering Unmasked Estep 
Score: -23347.976562 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -23347.98 nChanged 88
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: -23752.935547 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -23752.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24086.037109 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -24086.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24322.861328 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -24322.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24466.814453 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -24466.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24541.576172 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -24541.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24566.580078 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -24566.58 nChanged 3
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: -24586.414062 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -24586.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24590.140625 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -24590.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24590.140625 Penalty: 1901.965820
	Iteration 9F: 3 clusters Score -24590.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 22202 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Mstep: Class 76 contains 307 members 
Mstep: Class 77 contains 228 members 
Entering Unmasked Estep 
Score: -68976232.000000 Penalty: 164940.031250
Splitting cluster 25 changes total score from -68972104.000000 to -68976232.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 26 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -266243.218750 Penalty: 1236.602661
	Iteration 0F: 2 clusters Score -266243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264166.812500 Penalty: 2473.205322
	Iteration 0F: 3 clusters Score -264166.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -264640.968750 Penalty: 2473.205322
	Iteration 1F: 3 clusters Score -264641 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264789.375000 Penalty: 2473.205322
	Iteration 2F: 3 clusters Score -264789.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -264857.218750 Penalty: 2473.205322
	Iteration 3Q: 3 clusters Score -264857.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264896.593750 Penalty: 2473.205322
	Iteration 4Q: 3 clusters Score -264896.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264919.656250 Penalty: 2473.205322
	Iteration 5Q: 3 clusters Score -264919.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264935.062500 Penalty: 2473.205322
	Iteration 6Q: 3 clusters Score -264935.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264946.218750 Penalty: 2473.205322
	Iteration 7Q: 3 clusters Score -264946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264954.656250 Penalty: 2473.205322
	Iteration 8Q: 3 clusters Score -264954.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -264965.156250 Penalty: 2473.205322
	Iteration 9Q: 3 clusters Score -264965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -264976.031250 Penalty: 2473.205322
	Iteration 10Q: 3 clusters Score -264976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -264981.718750 Penalty: 2473.205322
	Iteration 11Q: 3 clusters Score -264981.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264991.531250 Penalty: 2473.205322
	Iteration 12Q: 3 clusters Score -264991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -265001.250000 Penalty: 2473.205322
	Iteration 13Q: 3 clusters Score -265001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -265012.343750 Penalty: 2473.205322
	Iteration 14Q: 3 clusters Score -265012.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -265019.312500 Penalty: 2473.205322
	Iteration 15Q: 3 clusters Score -265019.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -265025.156250 Penalty: 2473.205322
	Iteration 16Q: 3 clusters Score -265025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265031.250000 Penalty: 2473.205322
	Iteration 17Q: 3 clusters Score -265031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -265035.062500 Penalty: 2473.205322
	Iteration 18Q: 3 clusters Score -265035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -265044.156250 Penalty: 2473.205322
	Iteration 19Q: 3 clusters Score -265044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -265053.937500 Penalty: 2473.205322
	Iteration 20F: 3 clusters Score -265053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -265062.875000 Penalty: 2473.205322
	Iteration 21Q: 3 clusters Score -265062.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -265072.406250 Penalty: 2473.205322
	Iteration 22Q: 3 clusters Score -265072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -265083.718750 Penalty: 2473.205322
	Iteration 23Q: 3 clusters Score -265083.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -265093.656250 Penalty: 2473.205322
	Iteration 24Q: 3 clusters Score -265093.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -265106.031250 Penalty: 2473.205322
	Iteration 25Q: 3 clusters Score -265106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -265113.656250 Penalty: 2473.205322
	Iteration 26Q: 3 clusters Score -265113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -265121.062500 Penalty: 2473.205322
	Iteration 27Q: 3 clusters Score -265121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -265126.906250 Penalty: 2473.205322
	Iteration 28Q: 3 clusters Score -265126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -265131.531250 Penalty: 2473.205322
	Iteration 29Q: 3 clusters Score -265131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -265138.656250 Penalty: 2473.205322
	Iteration 30Q: 3 clusters Score -265138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -265150.093750 Penalty: 2473.205322
	Iteration 31Q: 3 clusters Score -265150.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -265161.968750 Penalty: 2473.205322
	Iteration 32Q: 3 clusters Score -265162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -265172.718750 Penalty: 2473.205322
	Iteration 33Q: 3 clusters Score -265172.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -265183.625000 Penalty: 2473.205322
	Iteration 34Q: 3 clusters Score -265183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -265190.218750 Penalty: 2473.205322
	Iteration 35Q: 3 clusters Score -265190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -265196.656250 Penalty: 2473.205322
	Iteration 36Q: 3 clusters Score -265196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -265203.656250 Penalty: 2473.205322
	Iteration 37Q: 3 clusters Score -265203.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -265209.625000 Penalty: 2473.205322
	Iteration 38Q: 3 clusters Score -265209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265220.312500 Penalty: 2473.205322
	Iteration 39Q: 3 clusters Score -265220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -265229.343750 Penalty: 2473.205322
	Iteration 40F: 3 clusters Score -265229.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -265239.343750 Penalty: 2473.205322
	Iteration 41Q: 3 clusters Score -265239.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -265242.531250 Penalty: 2473.205322
	Iteration 42Q: 3 clusters Score -265242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -265245.031250 Penalty: 2473.205322
	Iteration 43Q: 3 clusters Score -265245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -265246.812500 Penalty: 2473.205322
	Iteration 44Q: 3 clusters Score -265246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -265251.062500 Penalty: 2473.205322
	Iteration 45Q: 3 clusters Score -265251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -265254.406250 Penalty: 2473.205322
	Iteration 46Q: 3 clusters Score -265254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -265260.468750 Penalty: 2473.205322
	Iteration 47Q: 3 clusters Score -265260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -265262.562500 Penalty: 2473.205322
	Iteration 48Q: 3 clusters Score -265262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -265263.937500 Penalty: 2473.205322
	Iteration 49Q: 3 clusters Score -265263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -265266.031250 Penalty: 2473.205322
	Iteration 50Q: 3 clusters Score -265266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -265268.875000 Penalty: 2473.205322
	Iteration 51Q: 3 clusters Score -265268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -265272.781250 Penalty: 2473.205322
	Iteration 52Q: 3 clusters Score -265272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265272.968750 Penalty: 2473.205322
	Iteration 53Q: 3 clusters Score -265273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265272.968750 Penalty: 2473.205322
	Iteration 54F: 3 clusters Score -265273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Entering Unmasked Estep 
Score: -10161659.000000 Penalty: 1823.924316
	Iteration 0F: 2 clusters Score -1.016166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -10114635.000000 Penalty: 3647.848633
	Iteration 0F: 3 clusters Score -1.011464e+07 nChanged 35748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -10134972.000000 Penalty: 3647.848633
	Iteration 1F: 3 clusters Score -1.013497e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -10135608.000000 Penalty: 3647.848633
	Iteration 2Q: 3 clusters Score -1.013561e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -10136257.000000 Penalty: 3647.848633
	Iteration 3Q: 3 clusters Score -1.013626e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -10137129.000000 Penalty: 3647.848633
	Iteration 4Q: 3 clusters Score -1.013713e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -10138184.000000 Penalty: 3647.848633
	Iteration 5Q: 3 clusters Score -1.013818e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -10139532.000000 Penalty: 3647.848633
	Iteration 6Q: 3 clusters Score -1.013953e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -10141283.000000 Penalty: 3647.848633
	Iteration 7Q: 3 clusters Score -1.014128e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -10143648.000000 Penalty: 3647.848633
	Iteration 8F: 3 clusters Score -1.014365e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -10146543.000000 Penalty: 3647.848633
	Iteration 9F: 3 clusters Score -1.014654e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -10150078.000000 Penalty: 3647.848633
	Iteration 10F: 3 clusters Score -1.015008e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -10153968.000000 Penalty: 3647.848633
	Iteration 11F: 3 clusters Score -1.015397e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -10156764.000000 Penalty: 3647.848633
	Iteration 12F: 3 clusters Score -1.015676e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -10158557.000000 Penalty: 3647.848633
	Iteration 13Q: 3 clusters Score -1.015856e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -10159702.000000 Penalty: 3647.848633
	Iteration 14Q: 3 clusters Score -1.01597e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10160303.000000 Penalty: 3647.848633
	Iteration 15Q: 3 clusters Score -1.01603e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10160566.000000 Penalty: 3647.848633
	Iteration 16Q: 3 clusters Score -1.016057e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10160745.000000 Penalty: 3647.848633
	Iteration 17Q: 3 clusters Score -1.016074e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10160881.000000 Penalty: 3647.848633
	Iteration 18Q: 3 clusters Score -1.016088e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10160977.000000 Penalty: 3647.848633
	Iteration 19Q: 3 clusters Score -1.016098e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10161046.000000 Penalty: 3647.848633
	Iteration 20F: 3 clusters Score -1.016105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10161073.000000 Penalty: 3647.848633
	Iteration 21Q: 3 clusters Score -1.016107e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10161084.000000 Penalty: 3647.848633
	Iteration 22Q: 3 clusters Score -1.016108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10161109.000000 Penalty: 3647.848633
	Iteration 23Q: 3 clusters Score -1.016111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10161126.000000 Penalty: 3647.848633
	Iteration 24Q: 3 clusters Score -1.016113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10161124.000000 Penalty: 3647.848633
	Iteration 25Q: 3 clusters Score -1.016112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10161139.000000 Penalty: 3647.848633
	Iteration 26Q: 3 clusters Score -1.016114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10161134.000000 Penalty: 3647.848633
	Iteration 27Q: 3 clusters Score -1.016113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10161122.000000 Penalty: 3647.848633
	Iteration 28Q: 3 clusters Score -1.016112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10161139.000000 Penalty: 3647.848633
	Iteration 29Q: 3 clusters Score -1.016114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10161150.000000 Penalty: 3647.848633
	Iteration 30Q: 3 clusters Score -1.016115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10161160.000000 Penalty: 3647.848633
	Iteration 31Q: 3 clusters Score -1.016116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10161168.000000 Penalty: 3647.848633
	Iteration 32Q: 3 clusters Score -1.016117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10161168.000000 Penalty: 3647.848633
	Iteration 33Q: 3 clusters Score -1.016117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10161155.000000 Penalty: 3647.848633
	Iteration 34Q: 3 clusters Score -1.016116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10161175.000000 Penalty: 3647.848633
	Iteration 35Q: 3 clusters Score -1.016118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10161185.000000 Penalty: 3647.848633
	Iteration 36Q: 3 clusters Score -1.016118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10161213.000000 Penalty: 3647.848633
	Iteration 37Q: 3 clusters Score -1.016121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10161219.000000 Penalty: 3647.848633
	Iteration 38Q: 3 clusters Score -1.016122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10161223.000000 Penalty: 3647.848633
	Iteration 39Q: 3 clusters Score -1.016122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10161231.000000 Penalty: 3647.848633
	Iteration 40F: 3 clusters Score -1.016123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10161234.000000 Penalty: 3647.848633
	Iteration 41Q: 3 clusters Score -1.016123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10161238.000000 Penalty: 3647.848633
	Iteration 42Q: 3 clusters Score -1.016124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10161247.000000 Penalty: 3647.848633
	Iteration 43Q: 3 clusters Score -1.016125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10161239.000000 Penalty: 3647.848633
	Iteration 44Q: 3 clusters Score -1.016124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10161238.000000 Penalty: 3647.848633
	Iteration 45Q: 3 clusters Score -1.016124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10161243.000000 Penalty: 3647.848633
	Iteration 46Q: 3 clusters Score -1.016124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10161243.000000 Penalty: 3647.848633
	Iteration 47Q: 3 clusters Score -1.016124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10161243.000000 Penalty: 3647.848633
	Iteration 48F: 3 clusters Score -1.016124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -167929.750000 Penalty: 1166.265503
	Iteration 0F: 2 clusters Score -167929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -166290.843750 Penalty: 2332.531006
	Iteration 0F: 3 clusters Score -166290.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -166649.484375 Penalty: 2332.531006
	Iteration 1F: 3 clusters Score -166649.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -166834.625000 Penalty: 2332.531006
	Iteration 2F: 3 clusters Score -166834.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166956.265625 Penalty: 2332.531006
	Iteration 3F: 3 clusters Score -166956.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -167063.171875 Penalty: 2332.531006
	Iteration 4F: 3 clusters Score -167063.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -167165.406250 Penalty: 2332.531006
	Iteration 5Q: 3 clusters Score -167165.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167298.625000 Penalty: 2332.531006
	Iteration 6Q: 3 clusters Score -167298.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167441.625000 Penalty: 2332.531006
	Iteration 7Q: 3 clusters Score -167441.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167498.718750 Penalty: 2332.531006
	Iteration 8Q: 3 clusters Score -167498.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -167533.921875 Penalty: 2332.531006
	Iteration 9Q: 3 clusters Score -167533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -167553.031250 Penalty: 2332.531006
	Iteration 10Q: 3 clusters Score -167553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -167566.890625 Penalty: 2332.531006
	Iteration 11Q: 3 clusters Score -167566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -167574.953125 Penalty: 2332.531006
	Iteration 12Q: 3 clusters Score -167575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167576.578125 Penalty: 2332.531006
	Iteration 13Q: 3 clusters Score -167576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -167578.375000 Penalty: 2332.531006
	Iteration 14Q: 3 clusters Score -167578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -167580.843750 Penalty: 2332.531006
	Iteration 15Q: 3 clusters Score -167580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -167581.500000 Penalty: 2332.531006
	Iteration 16Q: 3 clusters Score -167581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167582.312500 Penalty: 2332.531006
	Iteration 17Q: 3 clusters Score -167582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167582.671875 Penalty: 2332.531006
	Iteration 18Q: 3 clusters Score -167582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167582.671875 Penalty: 2332.531006
	Iteration 19F: 3 clusters Score -167582.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -389754.781250 Penalty: 1301.251221
	Iteration 0F: 2 clusters Score -389754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -387066.406250 Penalty: 2602.502441
	Iteration 0F: 3 clusters Score -387066.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -387666.625000 Penalty: 2602.502441
	Iteration 1F: 3 clusters Score -387666.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -387857.593750 Penalty: 2602.502441
	Iteration 2F: 3 clusters Score -387857.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -388036.281250 Penalty: 2602.502441
	Iteration 3F: 3 clusters Score -388036.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -388216.750000 Penalty: 2602.502441
	Iteration 4F: 3 clusters Score -388216.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -388348.218750 Penalty: 2602.502441
	Iteration 5F: 3 clusters Score -388348.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -388441.093750 Penalty: 2602.502441
	Iteration 6Q: 3 clusters Score -388441.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -388520.156250 Penalty: 2602.502441
	Iteration 7Q: 3 clusters Score -388520.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -388591.093750 Penalty: 2602.502441
	Iteration 8Q: 3 clusters Score -388591.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -388644.812500 Penalty: 2602.502441
	Iteration 9Q: 3 clusters Score -388644.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -388697.375000 Penalty: 2602.502441
	Iteration 10Q: 3 clusters Score -388697.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -388745.656250 Penalty: 2602.502441
	Iteration 11Q: 3 clusters Score -388745.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -388807.187500 Penalty: 2602.502441
	Iteration 12Q: 3 clusters Score -388807.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -388867.968750 Penalty: 2602.502441
	Iteration 13Q: 3 clusters Score -388868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -388929.687500 Penalty: 2602.502441
	Iteration 14Q: 3 clusters Score -388929.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -388988.687500 Penalty: 2602.502441
	Iteration 15Q: 3 clusters Score -388988.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -389051.250000 Penalty: 2602.502441
	Iteration 16Q: 3 clusters Score -389051.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -389127.437500 Penalty: 2602.502441
	Iteration 17Q: 3 clusters Score -389127.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -389184.156250 Penalty: 2602.502441
	Iteration 18Q: 3 clusters Score -389184.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -389228.343750 Penalty: 2602.502441
	Iteration 19Q: 3 clusters Score -389228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -389274.343750 Penalty: 2602.502441
	Iteration 20F: 3 clusters Score -389274.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -389322.562500 Penalty: 2602.502441
	Iteration 21Q: 3 clusters Score -389322.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -389353.281250 Penalty: 2602.502441
	Iteration 22Q: 3 clusters Score -389353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -389380.000000 Penalty: 2602.502441
	Iteration 23Q: 3 clusters Score -389380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -389407.937500 Penalty: 2602.502441
	Iteration 24Q: 3 clusters Score -389407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -389418.906250 Penalty: 2602.502441
	Iteration 25Q: 3 clusters Score -389418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -389427.062500 Penalty: 2602.502441
	Iteration 26Q: 3 clusters Score -389427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -389431.218750 Penalty: 2602.502441
	Iteration 27Q: 3 clusters Score -389431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -389434.687500 Penalty: 2602.502441
	Iteration 28Q: 3 clusters Score -389434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -389435.156250 Penalty: 2602.502441
	Iteration 29Q: 3 clusters Score -389435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -389436.718750 Penalty: 2602.502441
	Iteration 30Q: 3 clusters Score -389436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -389437.343750 Penalty: 2602.502441
	Iteration 31Q: 3 clusters Score -389437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -389437.343750 Penalty: 2602.502441
	Iteration 32F: 3 clusters Score -389437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -374676.593750 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -374676.6 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 1420 members 
Entering Unmasked Estep 
Score: -372093.500000 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -372093.5 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -372742.218750 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -372742.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -372866.812500 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -372866.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -372957.093750 Penalty: 2586.878174
	Iteration 3Q: 3 clusters Score -372957.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -373024.125000 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -373024.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -373088.875000 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -373088.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -373145.781250 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -373145.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -373207.906250 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -373207.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -373250.187500 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -373250.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -373283.750000 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -373283.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -373319.781250 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -373319.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -373351.500000 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -373351.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -373377.062500 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -373377.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -373401.375000 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -373401.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -373427.937500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -373427.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -373452.250000 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -373452.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373465.593750 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -373465.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -373484.281250 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -373484.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -373502.125000 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -373502.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373520.750000 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -373520.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -373542.531250 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -373542.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -373572.812500 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -373572.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -373609.156250 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -373609.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -373653.312500 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -373653.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -373702.281250 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -373702.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -373744.875000 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -373744.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -373779.125000 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -373779.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -373804.406250 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -373804.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -373825.000000 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -373825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -373838.593750 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -373838.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -373863.031250 Penalty: 2586.878174
	Iteration 30Q: 3 clusters Score -373863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -373885.812500 Penalty: 2586.878174
	Iteration 31Q: 3 clusters Score -373885.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -373900.781250 Penalty: 2586.878174
	Iteration 32Q: 3 clusters Score -373900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -373907.062500 Penalty: 2586.878174
	Iteration 33Q: 3 clusters Score -373907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -373912.656250 Penalty: 2586.878174
	Iteration 34Q: 3 clusters Score -373912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -373916.281250 Penalty: 2586.878174
	Iteration 35Q: 3 clusters Score -373916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -373915.875000 Penalty: 2586.878174
	Iteration 36Q: 3 clusters Score -373915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -373916.468750 Penalty: 2586.878174
	Iteration 37Q: 3 clusters Score -373916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -373916.937500 Penalty: 2586.878174
	Iteration 38Q: 3 clusters Score -373916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -373917.531250 Penalty: 2586.878174
	Iteration 39Q: 3 clusters Score -373917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -373917.531250 Penalty: 2586.878174
	Iteration 40F: 3 clusters Score -373917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -153684.843750 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -153684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152135.906250 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -152135.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152469.828125 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -152469.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152552.968750 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -152553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152590.109375 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -152590.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152611.953125 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -152612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -152622.921875 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -152622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152634.156250 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -152634.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152646.968750 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -152647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152658.109375 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -152658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152670.765625 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -152670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152675.000000 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -152675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152677.265625 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -152677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152678.703125 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -152678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152681.906250 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -152681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152682.812500 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -152682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152684.500000 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -152684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152685.937500 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -152685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152685.937500 Penalty: 2295.490723
	Iteration 17F: 3 clusters Score -152685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -454013.781250 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -454013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -451079.718750 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -451079.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -451726.562500 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -451726.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -451844.281250 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -451844.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -451920.031250 Penalty: 2638.126465
	Iteration 3Q: 3 clusters Score -451920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -451965.031250 Penalty: 2638.126465
	Iteration 4Q: 3 clusters Score -451965 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -452002.031250 Penalty: 2638.126465
	Iteration 5Q: 3 clusters Score -452002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -452036.531250 Penalty: 2638.126465
	Iteration 6Q: 3 clusters Score -452036.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -452057.562500 Penalty: 2638.126465
	Iteration 7Q: 3 clusters Score -452057.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -452075.781250 Penalty: 2638.126465
	Iteration 8Q: 3 clusters Score -452075.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -452090.625000 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -452090.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -452101.531250 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -452101.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -452110.812500 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -452110.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -452120.281250 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -452120.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -452133.593750 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -452133.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -452145.218750 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -452145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -452158.125000 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -452158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -452169.562500 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -452169.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -452180.812500 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -452180.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -452195.125000 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -452195.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -452214.812500 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -452214.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -452227.656250 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -452227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -452238.625000 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -452238.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -452252.687500 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -452252.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -452263.718750 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -452263.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -452278.687500 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -452278.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -452294.312500 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -452294.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -452318.875000 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -452318.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -452344.187500 Penalty: 2638.126465
	Iteration 27Q: 3 clusters Score -452344.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -452372.312500 Penalty: 2638.126465
	Iteration 28Q: 3 clusters Score -452372.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -452410.375000 Penalty: 2638.126465
	Iteration 29Q: 3 clusters Score -452410.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -452454.656250 Penalty: 2638.126465
	Iteration 30Q: 3 clusters Score -452454.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -452506.718750 Penalty: 2638.126465
	Iteration 31Q: 3 clusters Score -452506.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -452545.656250 Penalty: 2638.126465
	Iteration 32Q: 3 clusters Score -452545.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -452589.593750 Penalty: 2638.126465
	Iteration 33Q: 3 clusters Score -452589.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452619.000000 Penalty: 2638.126465
	Iteration 34Q: 3 clusters Score -452619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -452640.437500 Penalty: 2638.126465
	Iteration 35Q: 3 clusters Score -452640.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -452667.468750 Penalty: 2638.126465
	Iteration 36Q: 3 clusters Score -452667.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -452692.218750 Penalty: 2638.126465
	Iteration 37Q: 3 clusters Score -452692.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -452711.500000 Penalty: 2638.126465
	Iteration 38Q: 3 clusters Score -452711.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -452732.812500 Penalty: 2638.126465
	Iteration 39Q: 3 clusters Score -452732.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -452748.875000 Penalty: 2638.126465
	Iteration 40F: 3 clusters Score -452748.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -452757.281250 Penalty: 2638.126465
	Iteration 41Q: 3 clusters Score -452757.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -452761.843750 Penalty: 2638.126465
	Iteration 42Q: 3 clusters Score -452761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -452766.406250 Penalty: 2638.126465
	Iteration 43Q: 3 clusters Score -452766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -452770.250000 Penalty: 2638.126465
	Iteration 44Q: 3 clusters Score -452770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -452771.875000 Penalty: 2638.126465
	Iteration 45Q: 3 clusters Score -452771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -452776.968750 Penalty: 2638.126465
	Iteration 46Q: 3 clusters Score -452777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -452782.187500 Penalty: 2638.126465
	Iteration 47Q: 3 clusters Score -452782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -452785.687500 Penalty: 2638.126465
	Iteration 48Q: 3 clusters Score -452785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452789.718750 Penalty: 2638.126465
	Iteration 49Q: 3 clusters Score -452789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452792.312500 Penalty: 2638.126465
	Iteration 50Q: 3 clusters Score -452792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -452793.437500 Penalty: 2638.126465
	Iteration 51Q: 3 clusters Score -452793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -452795.718750 Penalty: 2638.126465
	Iteration 52Q: 3 clusters Score -452795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -452800.406250 Penalty: 2638.126465
	Iteration 53Q: 3 clusters Score -452800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -452803.093750 Penalty: 2638.126465
	Iteration 54Q: 3 clusters Score -452803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -452804.062500 Penalty: 2638.126465
	Iteration 55Q: 3 clusters Score -452804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -452807.812500 Penalty: 2638.126465
	Iteration 56Q: 3 clusters Score -452807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -452811.875000 Penalty: 2638.126465
	Iteration 57Q: 3 clusters Score -452811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -452816.125000 Penalty: 2638.126465
	Iteration 58Q: 3 clusters Score -452816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -452817.937500 Penalty: 2638.126465
	Iteration 59Q: 3 clusters Score -452817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -452818.687500 Penalty: 2638.126465
	Iteration 60F: 3 clusters Score -452818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -452824.750000 Penalty: 2638.126465
	Iteration 61Q: 3 clusters Score -452824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -452830.718750 Penalty: 2638.126465
	Iteration 62Q: 3 clusters Score -452830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -452837.750000 Penalty: 2638.126465
	Iteration 63Q: 3 clusters Score -452837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -452839.625000 Penalty: 2638.126465
	Iteration 64Q: 3 clusters Score -452839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -452842.781250 Penalty: 2638.126465
	Iteration 65Q: 3 clusters Score -452842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -452847.375000 Penalty: 2638.126465
	Iteration 66Q: 3 clusters Score -452847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -452851.343750 Penalty: 2638.126465
	Iteration 67Q: 3 clusters Score -452851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -452856.843750 Penalty: 2638.126465
	Iteration 68Q: 3 clusters Score -452856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -452857.812500 Penalty: 2638.126465
	Iteration 69Q: 3 clusters Score -452857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -452858.312500 Penalty: 2638.126465
	Iteration 70Q: 3 clusters Score -452858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -452858.250000 Penalty: 2638.126465
	Iteration 71Q: 3 clusters Score -452858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -452859.687500 Penalty: 2638.126465
	Iteration 72Q: 3 clusters Score -452859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -452859.687500 Penalty: 2638.126465
	Iteration 73F: 3 clusters Score -452859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186753.171875 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186753.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187098.671875 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187098.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -187201.109375 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187201.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187253.171875 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -187253.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -187281.343750 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -187281.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -187315.078125 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187315.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187352.062500 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187352.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -187383.593750 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187383.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187409.093750 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187409.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -187429.843750 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187429.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187443.937500 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -187452.796875 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -187460.984375 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187467.375000 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187472.343750 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -187473.421875 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -187473.531250 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187474.421875 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187478.671875 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187483.390625 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -187483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187486.875000 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -187486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187489.468750 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -187489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187494.562500 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -187494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187499.968750 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -187500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187503.609375 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -187503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187506.406250 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -187506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187507.203125 Penalty: 2367.789795
	Iteration 26Q: 3 clusters Score -187507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187507.203125 Penalty: 2367.789795
	Iteration 27F: 3 clusters Score -187507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -196378.250000 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -196378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194610.234375 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -194610.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -194956.171875 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -194956.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195057.687500 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -195057.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195115.750000 Penalty: 2373.311279
	Iteration 3Q: 3 clusters Score -195115.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195158.437500 Penalty: 2373.311279
	Iteration 4Q: 3 clusters Score -195158.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195181.750000 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -195181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195194.015625 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -195194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -195210.125000 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -195210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -195219.671875 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -195219.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195229.875000 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -195229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195237.156250 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -195237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -195248.250000 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -195248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -195260.359375 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -195260.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -195266.750000 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -195266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195271.390625 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -195271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -195277.187500 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -195277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -195283.828125 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -195283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -195290.500000 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -195290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -195296.312500 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -195296.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -195306.234375 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -195306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -195315.265625 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -195315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -195319.875000 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -195319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -195323.640625 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -195323.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -195328.906250 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -195328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -195331.390625 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -195331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -195334.093750 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -195334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -195335.718750 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -195335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -195339.062500 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -195339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -195345.593750 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -195345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -195349.734375 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -195349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -195353.468750 Penalty: 2373.311279
	Iteration 30Q: 3 clusters Score -195353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -195356.828125 Penalty: 2373.311279
	Iteration 31Q: 3 clusters Score -195356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -195359.578125 Penalty: 2373.311279
	Iteration 32Q: 3 clusters Score -195359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -195361.859375 Penalty: 2373.311279
	Iteration 33Q: 3 clusters Score -195361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -195363.828125 Penalty: 2373.311279
	Iteration 34Q: 3 clusters Score -195363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -195365.734375 Penalty: 2373.311279
	Iteration 35Q: 3 clusters Score -195365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -195365.734375 Penalty: 2373.311279
	Iteration 36F: 3 clusters Score -195365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32401.281250 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -32401.28 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 157 members 
Entering Unmasked Estep 
Score: -31585.685547 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -31585.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31818.199219 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -31818.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31984.886719 Penalty: 1872.666748
	Iteration 2F: 3 clusters Score -31984.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32085.027344 Penalty: 1872.666748
	Iteration 3F: 3 clusters Score -32085.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32144.181641 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -32144.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32154.398438 Penalty: 1872.666748
	Iteration 5Q: 3 clusters Score -32154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32161.671875 Penalty: 1872.666748
	Iteration 6Q: 3 clusters Score -32161.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32163.007812 Penalty: 1872.666748
	Iteration 7Q: 3 clusters Score -32163.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32163.007812 Penalty: 1872.666748
	Iteration 8F: 3 clusters Score -32163.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Entering Unmasked Estep 
Score: -2783553.000000 Penalty: 1626.289795
	Iteration 0F: 2 clusters Score -2783553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2768545.250000 Penalty: 3252.579590
	Iteration 0F: 3 clusters Score -2768545 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2774796.750000 Penalty: 3252.579590
	Iteration 1F: 3 clusters Score -2774797 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2776012.500000 Penalty: 3252.579590
	Iteration 2F: 3 clusters Score -2776012 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2777413.000000 Penalty: 3252.579590
	Iteration 3F: 3 clusters Score -2777413 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2778785.250000 Penalty: 3252.579590
	Iteration 4F: 3 clusters Score -2778785 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2779861.750000 Penalty: 3252.579590
	Iteration 5F: 3 clusters Score -2779862 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2780646.000000 Penalty: 3252.579590
	Iteration 6F: 3 clusters Score -2780646 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2781097.250000 Penalty: 3252.579590
	Iteration 7Q: 3 clusters Score -2781097 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2781344.500000 Penalty: 3252.579590
	Iteration 8Q: 3 clusters Score -2781344 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2781518.250000 Penalty: 3252.579590
	Iteration 9Q: 3 clusters Score -2781518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2781621.750000 Penalty: 3252.579590
	Iteration 10Q: 3 clusters Score -2781622 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2781690.000000 Penalty: 3252.579590
	Iteration 11Q: 3 clusters Score -2781690 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2781721.250000 Penalty: 3252.579590
	Iteration 12Q: 3 clusters Score -2781721 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2781771.250000 Penalty: 3252.579590
	Iteration 13Q: 3 clusters Score -2781771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2781802.500000 Penalty: 3252.579590
	Iteration 14Q: 3 clusters Score -2781802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2781834.250000 Penalty: 3252.579590
	Iteration 15Q: 3 clusters Score -2781834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2781869.250000 Penalty: 3252.579590
	Iteration 16Q: 3 clusters Score -2781869 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2781891.750000 Penalty: 3252.579590
	Iteration 17Q: 3 clusters Score -2781892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2781898.750000 Penalty: 3252.579590
	Iteration 18Q: 3 clusters Score -2781899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2781914.500000 Penalty: 3252.579590
	Iteration 19Q: 3 clusters Score -2781914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2781911.500000 Penalty: 3252.579590
	Iteration 20F: 3 clusters Score -2781912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2781936.750000 Penalty: 3252.579590
	Iteration 21Q: 3 clusters Score -2781937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2781960.000000 Penalty: 3252.579590
	Iteration 22Q: 3 clusters Score -2781960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2781965.250000 Penalty: 3252.579590
	Iteration 23Q: 3 clusters Score -2781965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2781995.500000 Penalty: 3252.579590
	Iteration 24Q: 3 clusters Score -2781996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2782023.250000 Penalty: 3252.579590
	Iteration 25Q: 3 clusters Score -2782023 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2782053.500000 Penalty: 3252.579590
	Iteration 26Q: 3 clusters Score -2782054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2782080.250000 Penalty: 3252.579590
	Iteration 27Q: 3 clusters Score -2782080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2782094.500000 Penalty: 3252.579590
	Iteration 28Q: 3 clusters Score -2782094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2782125.250000 Penalty: 3252.579590
	Iteration 29Q: 3 clusters Score -2782125 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2782152.500000 Penalty: 3252.579590
	Iteration 30Q: 3 clusters Score -2782152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2782169.750000 Penalty: 3252.579590
	Iteration 31Q: 3 clusters Score -2782170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2782189.250000 Penalty: 3252.579590
	Iteration 32Q: 3 clusters Score -2782189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2782219.500000 Penalty: 3252.579590
	Iteration 33Q: 3 clusters Score -2782220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2782249.500000 Penalty: 3252.579590
	Iteration 34Q: 3 clusters Score -2782250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2782278.250000 Penalty: 3252.579590
	Iteration 35Q: 3 clusters Score -2782278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2782304.250000 Penalty: 3252.579590
	Iteration 36Q: 3 clusters Score -2782304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2782324.250000 Penalty: 3252.579590
	Iteration 37Q: 3 clusters Score -2782324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2782355.750000 Penalty: 3252.579590
	Iteration 38Q: 3 clusters Score -2782356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2782396.250000 Penalty: 3252.579590
	Iteration 39Q: 3 clusters Score -2782396 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2782441.500000 Penalty: 3252.579590
	Iteration 40F: 3 clusters Score -2782442 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2782491.000000 Penalty: 3252.579590
	Iteration 41Q: 3 clusters Score -2782491 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2782542.750000 Penalty: 3252.579590
	Iteration 42Q: 3 clusters Score -2782543 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2782608.250000 Penalty: 3252.579590
	Iteration 43Q: 3 clusters Score -2782608 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2782674.250000 Penalty: 3252.579590
	Iteration 44Q: 3 clusters Score -2782674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2782764.750000 Penalty: 3252.579590
	Iteration 45Q: 3 clusters Score -2782765 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2782847.500000 Penalty: 3252.579590
	Iteration 46Q: 3 clusters Score -2782848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2782954.000000 Penalty: 3252.579590
	Iteration 47Q: 3 clusters Score -2782954 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2783075.250000 Penalty: 3252.579590
	Iteration 48Q: 3 clusters Score -2783075 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2783200.000000 Penalty: 3252.579590
	Iteration 49Q: 3 clusters Score -2783200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2783322.500000 Penalty: 3252.579590
	Iteration 50Q: 3 clusters Score -2783322 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2783439.000000 Penalty: 3252.579590
	Iteration 51Q: 3 clusters Score -2783439 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2783517.250000 Penalty: 3252.579590
	Iteration 52Q: 3 clusters Score -2783517 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2783577.500000 Penalty: 3252.579590
	Iteration 53Q: 3 clusters Score -2783578 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2783621.000000 Penalty: 3252.579590
	Iteration 54Q: 3 clusters Score -2783621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2783661.250000 Penalty: 3252.579590
	Iteration 55Q: 3 clusters Score -2783661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2783707.500000 Penalty: 3252.579590
	Iteration 56Q: 3 clusters Score -2783708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2783724.500000 Penalty: 3252.579590
	Iteration 57Q: 3 clusters Score -2783724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2783737.500000 Penalty: 3252.579590
	Iteration 58Q: 3 clusters Score -2783738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2783747.500000 Penalty: 3252.579590
	Iteration 59Q: 3 clusters Score -2783748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2783769.000000 Penalty: 3252.579590
	Iteration 60F: 3 clusters Score -2783769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2783772.750000 Penalty: 3252.579590
	Iteration 61Q: 3 clusters Score -2783773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2783775.750000 Penalty: 3252.579590
	Iteration 62Q: 3 clusters Score -2783776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2783782.250000 Penalty: 3252.579590
	Iteration 63Q: 3 clusters Score -2783782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2783793.500000 Penalty: 3252.579590
	Iteration 64Q: 3 clusters Score -2783794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2783799.000000 Penalty: 3252.579590
	Iteration 65Q: 3 clusters Score -2783799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2783804.500000 Penalty: 3252.579590
	Iteration 66Q: 3 clusters Score -2783804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2783808.250000 Penalty: 3252.579590
	Iteration 67Q: 3 clusters Score -2783808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2783815.000000 Penalty: 3252.579590
	Iteration 68Q: 3 clusters Score -2783815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2783811.750000 Penalty: 3252.579590
	Iteration 69Q: 3 clusters Score -2783812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2783819.250000 Penalty: 3252.579590
	Iteration 70Q: 3 clusters Score -2783819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2783820.250000 Penalty: 3252.579590
	Iteration 71Q: 3 clusters Score -2783820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2783816.000000 Penalty: 3252.579590
	Iteration 72Q: 3 clusters Score -2783816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2783817.500000 Penalty: 3252.579590
	Iteration 73Q: 3 clusters Score -2783818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2783820.750000 Penalty: 3252.579590
	Iteration 74Q: 3 clusters Score -2783821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2783826.750000 Penalty: 3252.579590
	Iteration 75Q: 3 clusters Score -2783827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2783821.250000 Penalty: 3252.579590
	Iteration 76Q: 3 clusters Score -2783821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2783827.750000 Penalty: 3252.579590
	Iteration 77Q: 3 clusters Score -2783828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2783834.500000 Penalty: 3252.579590
	Iteration 78Q: 3 clusters Score -2783834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2783831.250000 Penalty: 3252.579590
	Iteration 79Q: 3 clusters Score -2783831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2783829.000000 Penalty: 3252.579590
	Iteration 80F: 3 clusters Score -2783829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2783829.000000 Penalty: 3252.579590
	Iteration 81Q: 3 clusters Score -2783829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2783831.500000 Penalty: 3252.579590
	Iteration 82Q: 3 clusters Score -2783832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2783830.750000 Penalty: 3252.579590
	Iteration 83Q: 3 clusters Score -2783831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2783833.500000 Penalty: 3252.579590
	Iteration 84Q: 3 clusters Score -2783834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2783833.000000 Penalty: 3252.579590
	Iteration 85Q: 3 clusters Score -2783833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2783837.250000 Penalty: 3252.579590
	Iteration 86Q: 3 clusters Score -2783837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2783835.500000 Penalty: 3252.579590
	Iteration 87Q: 3 clusters Score -2783836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2783837.750000 Penalty: 3252.579590
	Iteration 88Q: 3 clusters Score -2783838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2783838.250000 Penalty: 3252.579590
	Iteration 89Q: 3 clusters Score -2783838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2783836.250000 Penalty: 3252.579590
	Iteration 90Q: 3 clusters Score -2783836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2783837.500000 Penalty: 3252.579590
	Iteration 91Q: 3 clusters Score -2783838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2783837.250000 Penalty: 3252.579590
	Iteration 92Q: 3 clusters Score -2783837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2783836.750000 Penalty: 3252.579590
	Iteration 93Q: 3 clusters Score -2783837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2783834.750000 Penalty: 3252.579590
	Iteration 94Q: 3 clusters Score -2783835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2783832.000000 Penalty: 3252.579590
	Iteration 95Q: 3 clusters Score -2783832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2783833.750000 Penalty: 3252.579590
	Iteration 96Q: 3 clusters Score -2783834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2783839.000000 Penalty: 3252.579590
	Iteration 97Q: 3 clusters Score -2783839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2783835.500000 Penalty: 3252.579590
	Iteration 98Q: 3 clusters Score -2783836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2783833.250000 Penalty: 3252.579590
	Iteration 99Q: 3 clusters Score -2783833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2783833.250000 Penalty: 3252.579590
	Iteration 100F: 3 clusters Score -2783833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 16436 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8775 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Mstep: Class 76 contains 307 members 
Mstep: Class 77 contains 228 members 
Mstep: Class 78 contains 5766 members 
Entering Unmasked Estep 
Score: -68975856.000000 Penalty: 167082.109375
Splitting cluster 36 changes total score from -68972104.000000 to -68975856.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51276.234375 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51276.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51347.359375 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51347.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51355.984375 Penalty: 1838.197388
	Iteration 2Q: 3 clusters Score -51355.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51364.015625 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51364.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51371.781250 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51371.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51372.765625 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51372.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51372.765625 Penalty: 1838.197388
	Iteration 6F: 3 clusters Score -51372.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -611968.937500 Penalty: 1367.787109
	Iteration 0F: 2 clusters Score -611968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -608375.500000 Penalty: 2735.574219
	Iteration 0F: 3 clusters Score -608375.5 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -609303.937500 Penalty: 2735.574219
	Iteration 1F: 3 clusters Score -609303.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -609442.625000 Penalty: 2735.574219
	Iteration 2F: 3 clusters Score -609442.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -609537.187500 Penalty: 2735.574219
	Iteration 3Q: 3 clusters Score -609537.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -609614.875000 Penalty: 2735.574219
	Iteration 4Q: 3 clusters Score -609614.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -609690.562500 Penalty: 2735.574219
	Iteration 5Q: 3 clusters Score -609690.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -609770.312500 Penalty: 2735.574219
	Iteration 6Q: 3 clusters Score -609770.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -609855.687500 Penalty: 2735.574219
	Iteration 7Q: 3 clusters Score -609855.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -609966.312500 Penalty: 2735.574219
	Iteration 8Q: 3 clusters Score -609966.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -610106.500000 Penalty: 2735.574219
	Iteration 9Q: 3 clusters Score -610106.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -610238.312500 Penalty: 2735.574219
	Iteration 10Q: 3 clusters Score -610238.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -610383.750000 Penalty: 2735.574219
	Iteration 11Q: 3 clusters Score -610383.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -610526.250000 Penalty: 2735.574219
	Iteration 12Q: 3 clusters Score -610526.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -610615.500000 Penalty: 2735.574219
	Iteration 13Q: 3 clusters Score -610615.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -610666.062500 Penalty: 2735.574219
	Iteration 14Q: 3 clusters Score -610666.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -610710.250000 Penalty: 2735.574219
	Iteration 15Q: 3 clusters Score -610710.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -610737.125000 Penalty: 2735.574219
	Iteration 16Q: 3 clusters Score -610737.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -610749.812500 Penalty: 2735.574219
	Iteration 17Q: 3 clusters Score -610749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -610756.187500 Penalty: 2735.574219
	Iteration 18Q: 3 clusters Score -610756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -610760.625000 Penalty: 2735.574219
	Iteration 19Q: 3 clusters Score -610760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -610767.875000 Penalty: 2735.574219
	Iteration 20F: 3 clusters Score -610767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -610771.875000 Penalty: 2735.574219
	Iteration 21Q: 3 clusters Score -610771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -610774.125000 Penalty: 2735.574219
	Iteration 22Q: 3 clusters Score -610774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -610778.187500 Penalty: 2735.574219
	Iteration 23Q: 3 clusters Score -610778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -610781.500000 Penalty: 2735.574219
	Iteration 24Q: 3 clusters Score -610781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -610784.562500 Penalty: 2735.574219
	Iteration 25Q: 3 clusters Score -610784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -610786.625000 Penalty: 2735.574219
	Iteration 26Q: 3 clusters Score -610786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -610789.125000 Penalty: 2735.574219
	Iteration 27Q: 3 clusters Score -610789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -610790.812500 Penalty: 2735.574219
	Iteration 28Q: 3 clusters Score -610790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -610791.375000 Penalty: 2735.574219
	Iteration 29Q: 3 clusters Score -610791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -610792.625000 Penalty: 2735.574219
	Iteration 30Q: 3 clusters Score -610792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -610792.625000 Penalty: 2735.574219
	Iteration 31F: 3 clusters Score -610792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -333445.281250 Penalty: 1283.853516
	Iteration 0F: 2 clusters Score -333445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -330908.687500 Penalty: 2567.707031
	Iteration 0F: 3 clusters Score -330908.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -331572.968750 Penalty: 2567.707031
	Iteration 1F: 3 clusters Score -331573 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -331772.187500 Penalty: 2567.707031
	Iteration 2F: 3 clusters Score -331772.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -331914.343750 Penalty: 2567.707031
	Iteration 3F: 3 clusters Score -331914.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -332030.750000 Penalty: 2567.707031
	Iteration 4Q: 3 clusters Score -332030.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -332095.843750 Penalty: 2567.707031
	Iteration 5Q: 3 clusters Score -332095.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332145.093750 Penalty: 2567.707031
	Iteration 6Q: 3 clusters Score -332145.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -332188.000000 Penalty: 2567.707031
	Iteration 7Q: 3 clusters Score -332188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332234.250000 Penalty: 2567.707031
	Iteration 8Q: 3 clusters Score -332234.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -332278.843750 Penalty: 2567.707031
	Iteration 9Q: 3 clusters Score -332278.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -332310.718750 Penalty: 2567.707031
	Iteration 10Q: 3 clusters Score -332310.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -332338.250000 Penalty: 2567.707031
	Iteration 11Q: 3 clusters Score -332338.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -332358.187500 Penalty: 2567.707031
	Iteration 12Q: 3 clusters Score -332358.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -332370.875000 Penalty: 2567.707031
	Iteration 13Q: 3 clusters Score -332370.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -332386.500000 Penalty: 2567.707031
	Iteration 14Q: 3 clusters Score -332386.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -332398.656250 Penalty: 2567.707031
	Iteration 15Q: 3 clusters Score -332398.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -332413.875000 Penalty: 2567.707031
	Iteration 16Q: 3 clusters Score -332413.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -332424.218750 Penalty: 2567.707031
	Iteration 17Q: 3 clusters Score -332424.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -332435.562500 Penalty: 2567.707031
	Iteration 18Q: 3 clusters Score -332435.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -332440.593750 Penalty: 2567.707031
	Iteration 19Q: 3 clusters Score -332440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -332444.718750 Penalty: 2567.707031
	Iteration 20F: 3 clusters Score -332444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -332447.156250 Penalty: 2567.707031
	Iteration 21Q: 3 clusters Score -332447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -332448.218750 Penalty: 2567.707031
	Iteration 22Q: 3 clusters Score -332448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -332448.218750 Penalty: 2567.707031
	Iteration 23F: 3 clusters Score -332448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -8953.007812 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -8953.008 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 135 members 
Entering Unmasked Estep 
Score: -8161.443359 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -8161.443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8339.970703 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -8339.971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8408.592773 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -8408.593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8465.081055 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -8465.081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8487.852539 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -8487.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8504.788086 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -8504.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8525.419922 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -8525.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8527.556641 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -8527.557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8528.599609 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -8528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8528.599609 Penalty: 1855.888672
	Iteration 9F: 3 clusters Score -8528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (84899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Entering Unmasked Estep 
Score: -11503705.000000 Penalty: 1844.247803
	Iteration 0F: 2 clusters Score -1.15037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -11452037.000000 Penalty: 3688.495605
	Iteration 0F: 3 clusters Score -1.145204e+07 nChanged 40381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -11475308.000000 Penalty: 3688.495605
	Iteration 1F: 3 clusters Score -1.147531e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -11476100.000000 Penalty: 3688.495605
	Iteration 2Q: 3 clusters Score -1.14761e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -11477568.000000 Penalty: 3688.495605
	Iteration 3Q: 3 clusters Score -1.147757e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -11480151.000000 Penalty: 3688.495605
	Iteration 4F: 3 clusters Score -1.148015e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -11484580.000000 Penalty: 3688.495605
	Iteration 5F: 3 clusters Score -1.148458e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -11490218.000000 Penalty: 3688.495605
	Iteration 6F: 3 clusters Score -1.149022e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -11494951.000000 Penalty: 3688.495605
	Iteration 7F: 3 clusters Score -1.149495e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -11498285.000000 Penalty: 3688.495605
	Iteration 8F: 3 clusters Score -1.149828e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -11500196.000000 Penalty: 3688.495605
	Iteration 9Q: 3 clusters Score -1.15002e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -11501370.000000 Penalty: 3688.495605
	Iteration 10Q: 3 clusters Score -1.150137e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -11502169.000000 Penalty: 3688.495605
	Iteration 11Q: 3 clusters Score -1.150217e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -11502647.000000 Penalty: 3688.495605
	Iteration 12Q: 3 clusters Score -1.150265e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -11502989.000000 Penalty: 3688.495605
	Iteration 13Q: 3 clusters Score -1.150299e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -11503145.000000 Penalty: 3688.495605
	Iteration 14Q: 3 clusters Score -1.150314e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -11503269.000000 Penalty: 3688.495605
	Iteration 15Q: 3 clusters Score -1.150327e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -11503343.000000 Penalty: 3688.495605
	Iteration 16Q: 3 clusters Score -1.150334e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -11503399.000000 Penalty: 3688.495605
	Iteration 17Q: 3 clusters Score -1.15034e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -11503448.000000 Penalty: 3688.495605
	Iteration 18Q: 3 clusters Score -1.150345e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -11503481.000000 Penalty: 3688.495605
	Iteration 19Q: 3 clusters Score -1.150348e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -11503459.000000 Penalty: 3688.495605
	Iteration 20F: 3 clusters Score -1.150346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -11503478.000000 Penalty: 3688.495605
	Iteration 21Q: 3 clusters Score -1.150348e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -11503489.000000 Penalty: 3688.495605
	Iteration 22Q: 3 clusters Score -1.150349e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -11503501.000000 Penalty: 3688.495605
	Iteration 23Q: 3 clusters Score -1.15035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -11503498.000000 Penalty: 3688.495605
	Iteration 24Q: 3 clusters Score -1.15035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -11503527.000000 Penalty: 3688.495605
	Iteration 25Q: 3 clusters Score -1.150353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -11503532.000000 Penalty: 3688.495605
	Iteration 26Q: 3 clusters Score -1.150353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -11503540.000000 Penalty: 3688.495605
	Iteration 27Q: 3 clusters Score -1.150354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -11503548.000000 Penalty: 3688.495605
	Iteration 28Q: 3 clusters Score -1.150355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -11503542.000000 Penalty: 3688.495605
	Iteration 29Q: 3 clusters Score -1.150354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -11503549.000000 Penalty: 3688.495605
	Iteration 30Q: 3 clusters Score -1.150355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -11503539.000000 Penalty: 3688.495605
	Iteration 31Q: 3 clusters Score -1.150354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -11503545.000000 Penalty: 3688.495605
	Iteration 32Q: 3 clusters Score -1.150354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -11503547.000000 Penalty: 3688.495605
	Iteration 33Q: 3 clusters Score -1.150355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -11503554.000000 Penalty: 3688.495605
	Iteration 34Q: 3 clusters Score -1.150355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -11503557.000000 Penalty: 3688.495605
	Iteration 35Q: 3 clusters Score -1.150356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -11503558.000000 Penalty: 3688.495605
	Iteration 36Q: 3 clusters Score -1.150356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -11503554.000000 Penalty: 3688.495605
	Iteration 37Q: 3 clusters Score -1.150355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -11503553.000000 Penalty: 3688.495605
	Iteration 38Q: 3 clusters Score -1.150355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -11503557.000000 Penalty: 3688.495605
	Iteration 39Q: 3 clusters Score -1.150356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -11503557.000000 Penalty: 3688.495605
	Iteration 40F: 3 clusters Score -1.150356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -278271.031250 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -278271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276119.625000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -276119.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -276647.125000 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -276647.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276829.187500 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -276829.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276974.562500 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -276974.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -277101.281250 Penalty: 2490.607422
	Iteration 4F: 3 clusters Score -277101.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -277273.218750 Penalty: 2490.607422
	Iteration 5F: 3 clusters Score -277273.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -277441.750000 Penalty: 2490.607422
	Iteration 6F: 3 clusters Score -277441.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -277596.937500 Penalty: 2490.607422
	Iteration 7F: 3 clusters Score -277596.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -277683.562500 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -277683.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -277727.062500 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -277727.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -277757.531250 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -277757.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -277778.531250 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -277778.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -277794.250000 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -277794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -277804.531250 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -277804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -277808.656250 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -277808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -277813.281250 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -277813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -277815.375000 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -277815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -277816.656250 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -277816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -277818.406250 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -277818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -277819.187500 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -277819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -277819.187500 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -277819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -146487.640625 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -146487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144904.843750 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -144904.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145401.812500 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -145401.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145642.640625 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -145642.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -145789.515625 Penalty: 2333.027344
	Iteration 3F: 3 clusters Score -145789.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145884.593750 Penalty: 2333.027344
	Iteration 4F: 3 clusters Score -145884.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -145937.109375 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -145937.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145978.109375 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -145978.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -146058.640625 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -146058.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -146160.203125 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -146160.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -146309.640625 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -146309.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146411.281250 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -146411.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146450.687500 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -146450.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146462.890625 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -146462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146468.562500 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -146468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146468.937500 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -146468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146468.937500 Penalty: 2333.027344
	Iteration 15F: 3 clusters Score -146468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -29681.681641 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -29681.68 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 116 members 
Entering Unmasked Estep 
Score: -28936.650391 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -28936.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29094.056641 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -29094.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29176.369141 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -29176.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29266.734375 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -29266.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29386.798828 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -29386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29430.609375 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -29430.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29457.353516 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -29457.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29459.681641 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -29459.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29464.945312 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -29464.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29471.029297 Penalty: 1823.078369
	Iteration 9Q: 3 clusters Score -29471.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29490.673828 Penalty: 1823.078369
	Iteration 10Q: 3 clusters Score -29490.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29517.046875 Penalty: 1823.078369
	Iteration 11Q: 3 clusters Score -29517.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29525.931641 Penalty: 1823.078369
	Iteration 12Q: 3 clusters Score -29525.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29527.007812 Penalty: 1823.078369
	Iteration 13Q: 3 clusters Score -29527.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29528.457031 Penalty: 1823.078369
	Iteration 14F: 3 clusters Score -29528.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29542.496094 Penalty: 1823.078369
	Iteration 15Q: 3 clusters Score -29542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29543.173828 Penalty: 1823.078369
	Iteration 16Q: 3 clusters Score -29543.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29543.173828 Penalty: 1823.078369
	Iteration 17F: 3 clusters Score -29543.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (76581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Entering Unmasked Estep 
Score: -10443544.000000 Penalty: 1827.491943
	Iteration 0F: 2 clusters Score -1.044354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -10397293.000000 Penalty: 3654.983887
	Iteration 0F: 3 clusters Score -1.039729e+07 nChanged 36381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -10418062.000000 Penalty: 3654.983887
	Iteration 1F: 3 clusters Score -1.041806e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -10418619.000000 Penalty: 3654.983887
	Iteration 2Q: 3 clusters Score -1.041862e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -10419498.000000 Penalty: 3654.983887
	Iteration 3Q: 3 clusters Score -1.04195e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -10420998.000000 Penalty: 3654.983887
	Iteration 4Q: 3 clusters Score -1.0421e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -10423387.000000 Penalty: 3654.983887
	Iteration 5F: 3 clusters Score -1.042339e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -10427344.000000 Penalty: 3654.983887
	Iteration 6F: 3 clusters Score -1.042734e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -10432671.000000 Penalty: 3654.983887
	Iteration 7F: 3 clusters Score -1.043267e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -10437385.000000 Penalty: 3654.983887
	Iteration 8F: 3 clusters Score -1.043738e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -10440086.000000 Penalty: 3654.983887
	Iteration 9F: 3 clusters Score -1.044009e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -10441226.000000 Penalty: 3654.983887
	Iteration 10Q: 3 clusters Score -1.044123e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10441643.000000 Penalty: 3654.983887
	Iteration 11Q: 3 clusters Score -1.044164e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -10441794.000000 Penalty: 3654.983887
	Iteration 12Q: 3 clusters Score -1.044179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -10441873.000000 Penalty: 3654.983887
	Iteration 13Q: 3 clusters Score -1.044187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -10441914.000000 Penalty: 3654.983887
	Iteration 14Q: 3 clusters Score -1.044191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -10441930.000000 Penalty: 3654.983887
	Iteration 15Q: 3 clusters Score -1.044193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -10441937.000000 Penalty: 3654.983887
	Iteration 16Q: 3 clusters Score -1.044194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -10441943.000000 Penalty: 3654.983887
	Iteration 17Q: 3 clusters Score -1.044194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10441957.000000 Penalty: 3654.983887
	Iteration 18Q: 3 clusters Score -1.044196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -10441955.000000 Penalty: 3654.983887
	Iteration 19Q: 3 clusters Score -1.044196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10441962.000000 Penalty: 3654.983887
	Iteration 20F: 3 clusters Score -1.044196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -10441959.000000 Penalty: 3654.983887
	Iteration 21Q: 3 clusters Score -1.044196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -10441960.000000 Penalty: 3654.983887
	Iteration 22Q: 3 clusters Score -1.044196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -10441960.000000 Penalty: 3654.983887
	Iteration 23F: 3 clusters Score -1.044196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -114131.343750 Penalty: 1103.573486
	Iteration 0F: 2 clusters Score -114131.3 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 441 members 
Entering Unmasked Estep 
Score: -112772.960938 Penalty: 2207.146973
	Iteration 0F: 3 clusters Score -112773 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113079.312500 Penalty: 2207.146973
	Iteration 1F: 3 clusters Score -113079.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113160.000000 Penalty: 2207.146973
	Iteration 2F: 3 clusters Score -113160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113191.375000 Penalty: 2207.146973
	Iteration 3Q: 3 clusters Score -113191.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113214.242188 Penalty: 2207.146973
	Iteration 4Q: 3 clusters Score -113214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113234.453125 Penalty: 2207.146973
	Iteration 5Q: 3 clusters Score -113234.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113248.968750 Penalty: 2207.146973
	Iteration 6Q: 3 clusters Score -113249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113264.429688 Penalty: 2207.146973
	Iteration 7Q: 3 clusters Score -113264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113275.414062 Penalty: 2207.146973
	Iteration 8Q: 3 clusters Score -113275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113283.859375 Penalty: 2207.146973
	Iteration 9Q: 3 clusters Score -113283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113293.531250 Penalty: 2207.146973
	Iteration 10Q: 3 clusters Score -113293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113297.273438 Penalty: 2207.146973
	Iteration 11Q: 3 clusters Score -113297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113298.375000 Penalty: 2207.146973
	Iteration 12Q: 3 clusters Score -113298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113304.421875 Penalty: 2207.146973
	Iteration 13Q: 3 clusters Score -113304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113308.835938 Penalty: 2207.146973
	Iteration 14Q: 3 clusters Score -113308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113322.671875 Penalty: 2207.146973
	Iteration 15Q: 3 clusters Score -113322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113334.062500 Penalty: 2207.146973
	Iteration 16Q: 3 clusters Score -113334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113342.617188 Penalty: 2207.146973
	Iteration 17Q: 3 clusters Score -113342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113347.953125 Penalty: 2207.146973
	Iteration 18Q: 3 clusters Score -113348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113350.132812 Penalty: 2207.146973
	Iteration 19Q: 3 clusters Score -113350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113352.710938 Penalty: 2207.146973
	Iteration 20F: 3 clusters Score -113352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113354.226562 Penalty: 2207.146973
	Iteration 21Q: 3 clusters Score -113354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113354.226562 Penalty: 2207.146973
	Iteration 22F: 3 clusters Score -113354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -44802.152344 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -44802.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43828.914062 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -43828.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43999.476562 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -43999.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44081.992188 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -44081.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44120.089844 Penalty: 1941.488159
	Iteration 3Q: 3 clusters Score -44120.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44138.402344 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -44138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44146.367188 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -44146.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44156.519531 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -44156.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44169.136719 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -44169.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44177.410156 Penalty: 1941.488159
	Iteration 8Q: 3 clusters Score -44177.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44184.132812 Penalty: 1941.488159
	Iteration 9Q: 3 clusters Score -44184.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44191.191406 Penalty: 1941.488159
	Iteration 10Q: 3 clusters Score -44191.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44192.226562 Penalty: 1941.488159
	Iteration 11F: 3 clusters Score -44192.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44201.988281 Penalty: 1941.488159
	Iteration 12Q: 3 clusters Score -44201.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44224.906250 Penalty: 1941.488159
	Iteration 13Q: 3 clusters Score -44224.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44245.472656 Penalty: 1941.488159
	Iteration 14Q: 3 clusters Score -44245.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44258.460938 Penalty: 1941.488159
	Iteration 15Q: 3 clusters Score -44258.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44267.136719 Penalty: 1941.488159
	Iteration 16Q: 3 clusters Score -44267.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44275.546875 Penalty: 1941.488159
	Iteration 17Q: 3 clusters Score -44275.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44277.265625 Penalty: 1941.488159
	Iteration 18Q: 3 clusters Score -44277.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44277.265625 Penalty: 1941.488159
	Iteration 19F: 3 clusters Score -44277.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1154839.125000 Penalty: 1475.445068
	Iteration 0F: 2 clusters Score -1154839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1148621.875000 Penalty: 2950.890137
	Iteration 0F: 3 clusters Score -1148622 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1150852.625000 Penalty: 2950.890137
	Iteration 1F: 3 clusters Score -1150853 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1151373.625000 Penalty: 2950.890137
	Iteration 2F: 3 clusters Score -1151374 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1151839.125000 Penalty: 2950.890137
	Iteration 3F: 3 clusters Score -1151839 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1152272.500000 Penalty: 2950.890137
	Iteration 4F: 3 clusters Score -1152272 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1152657.125000 Penalty: 2950.890137
	Iteration 5F: 3 clusters Score -1152657 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1152945.125000 Penalty: 2950.890137
	Iteration 6Q: 3 clusters Score -1152945 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1153186.875000 Penalty: 2950.890137
	Iteration 7Q: 3 clusters Score -1153187 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1153359.625000 Penalty: 2950.890137
	Iteration 8Q: 3 clusters Score -1153360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1153461.125000 Penalty: 2950.890137
	Iteration 9Q: 3 clusters Score -1153461 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1153557.250000 Penalty: 2950.890137
	Iteration 10Q: 3 clusters Score -1153557 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1153661.750000 Penalty: 2950.890137
	Iteration 11Q: 3 clusters Score -1153662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1153777.625000 Penalty: 2950.890137
	Iteration 12Q: 3 clusters Score -1153778 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1153895.750000 Penalty: 2950.890137
	Iteration 13Q: 3 clusters Score -1153896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1154011.000000 Penalty: 2950.890137
	Iteration 14Q: 3 clusters Score -1154011 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1154089.625000 Penalty: 2950.890137
	Iteration 15Q: 3 clusters Score -1154090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1154145.375000 Penalty: 2950.890137
	Iteration 16Q: 3 clusters Score -1154145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1154174.125000 Penalty: 2950.890137
	Iteration 17Q: 3 clusters Score -1154174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1154205.500000 Penalty: 2950.890137
	Iteration 18Q: 3 clusters Score -1154206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1154232.000000 Penalty: 2950.890137
	Iteration 19Q: 3 clusters Score -1154232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1154268.250000 Penalty: 2950.890137
	Iteration 20F: 3 clusters Score -1154268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1154298.000000 Penalty: 2950.890137
	Iteration 21Q: 3 clusters Score -1154298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1154336.875000 Penalty: 2950.890137
	Iteration 22Q: 3 clusters Score -1154337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1154373.125000 Penalty: 2950.890137
	Iteration 23Q: 3 clusters Score -1154373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1154409.500000 Penalty: 2950.890137
	Iteration 24Q: 3 clusters Score -1154410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1154441.000000 Penalty: 2950.890137
	Iteration 25Q: 3 clusters Score -1154441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1154464.750000 Penalty: 2950.890137
	Iteration 26Q: 3 clusters Score -1154465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1154480.750000 Penalty: 2950.890137
	Iteration 27Q: 3 clusters Score -1154481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1154498.250000 Penalty: 2950.890137
	Iteration 28Q: 3 clusters Score -1154498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1154509.125000 Penalty: 2950.890137
	Iteration 29Q: 3 clusters Score -1154509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1154522.500000 Penalty: 2950.890137
	Iteration 30Q: 3 clusters Score -1154522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1154530.000000 Penalty: 2950.890137
	Iteration 31Q: 3 clusters Score -1154530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1154536.750000 Penalty: 2950.890137
	Iteration 32Q: 3 clusters Score -1154537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1154539.625000 Penalty: 2950.890137
	Iteration 33Q: 3 clusters Score -1154540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1154546.750000 Penalty: 2950.890137
	Iteration 34Q: 3 clusters Score -1154547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1154552.750000 Penalty: 2950.890137
	Iteration 35Q: 3 clusters Score -1154553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1154555.375000 Penalty: 2950.890137
	Iteration 36Q: 3 clusters Score -1154555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1154559.250000 Penalty: 2950.890137
	Iteration 37Q: 3 clusters Score -1154559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1154565.500000 Penalty: 2950.890137
	Iteration 38Q: 3 clusters Score -1154566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1154573.125000 Penalty: 2950.890137
	Iteration 39Q: 3 clusters Score -1154573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1154578.625000 Penalty: 2950.890137
	Iteration 40F: 3 clusters Score -1154579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1154584.375000 Penalty: 2950.890137
	Iteration 41Q: 3 clusters Score -1154584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1154587.125000 Penalty: 2950.890137
	Iteration 42Q: 3 clusters Score -1154587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1154589.000000 Penalty: 2950.890137
	Iteration 43Q: 3 clusters Score -1154589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1154593.000000 Penalty: 2950.890137
	Iteration 44Q: 3 clusters Score -1154593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1154595.750000 Penalty: 2950.890137
	Iteration 45Q: 3 clusters Score -1154596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1154604.000000 Penalty: 2950.890137
	Iteration 46Q: 3 clusters Score -1154604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1154611.750000 Penalty: 2950.890137
	Iteration 47Q: 3 clusters Score -1154612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1154616.500000 Penalty: 2950.890137
	Iteration 48Q: 3 clusters Score -1154616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1154620.750000 Penalty: 2950.890137
	Iteration 49Q: 3 clusters Score -1154621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1154631.750000 Penalty: 2950.890137
	Iteration 50Q: 3 clusters Score -1154632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1154641.250000 Penalty: 2950.890137
	Iteration 51Q: 3 clusters Score -1154641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1154656.500000 Penalty: 2950.890137
	Iteration 52Q: 3 clusters Score -1154656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1154666.875000 Penalty: 2950.890137
	Iteration 53Q: 3 clusters Score -1154667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1154679.750000 Penalty: 2950.890137
	Iteration 54Q: 3 clusters Score -1154680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1154700.375000 Penalty: 2950.890137
	Iteration 55Q: 3 clusters Score -1154700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1154727.125000 Penalty: 2950.890137
	Iteration 56Q: 3 clusters Score -1154727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1154765.125000 Penalty: 2950.890137
	Iteration 57Q: 3 clusters Score -1154765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1154796.875000 Penalty: 2950.890137
	Iteration 58Q: 3 clusters Score -1154797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1154822.250000 Penalty: 2950.890137
	Iteration 59Q: 3 clusters Score -1154822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1154837.750000 Penalty: 2950.890137
	Iteration 60F: 3 clusters Score -1154838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1154852.500000 Penalty: 2950.890137
	Iteration 61Q: 3 clusters Score -1154852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1154860.750000 Penalty: 2950.890137
	Iteration 62Q: 3 clusters Score -1154861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1154869.000000 Penalty: 2950.890137
	Iteration 63Q: 3 clusters Score -1154869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1154869.625000 Penalty: 2950.890137
	Iteration 64Q: 3 clusters Score -1154870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1154874.500000 Penalty: 2950.890137
	Iteration 65Q: 3 clusters Score -1154874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1154874.125000 Penalty: 2950.890137
	Iteration 66Q: 3 clusters Score -1154874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1154874.500000 Penalty: 2950.890137
	Iteration 67Q: 3 clusters Score -1154874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1154874.125000 Penalty: 2950.890137
	Iteration 68Q: 3 clusters Score -1154874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1154874.125000 Penalty: 2950.890137
	Iteration 69F: 3 clusters Score -1154874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 16436 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 7215 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 26466 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Mstep: Class 76 contains 307 members 
Mstep: Class 77 contains 228 members 
Mstep: Class 78 contains 5766 members 
Mstep: Class 79 contains 1560 members 
Entering Unmasked Estep 
Score: -68975120.000000 Penalty: 169224.187500
Splitting cluster 48 changes total score from -68972104.000000 to -68975120.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 49 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -10088.989258 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -10088.99 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 94 members 
Entering Unmasked Estep 
Score: -9501.854492 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -9501.854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9616.703125 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -9616.703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9632.659180 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -9632.659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9645.639648 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -9645.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9672.924805 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -9672.925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9674.495117 Penalty: 1657.456543
	Iteration 5Q: 3 clusters Score -9674.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9674.495117 Penalty: 1657.456543
	Iteration 6F: 3 clusters Score -9674.495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Entering Unmasked Estep 
Score: -2827624.000000 Penalty: 1618.869751
	Iteration 0F: 2 clusters Score -2827624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2813214.500000 Penalty: 3237.739502
	Iteration 0F: 3 clusters Score -2813214 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2818560.750000 Penalty: 3237.739502
	Iteration 1F: 3 clusters Score -2818561 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2819025.500000 Penalty: 3237.739502
	Iteration 2F: 3 clusters Score -2819026 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2819579.500000 Penalty: 3237.739502
	Iteration 3F: 3 clusters Score -2819580 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2820356.500000 Penalty: 3237.739502
	Iteration 4F: 3 clusters Score -2820356 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2821371.500000 Penalty: 3237.739502
	Iteration 5F: 3 clusters Score -2821372 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2822481.500000 Penalty: 3237.739502
	Iteration 6F: 3 clusters Score -2822482 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2823625.000000 Penalty: 3237.739502
	Iteration 7F: 3 clusters Score -2823625 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2824542.500000 Penalty: 3237.739502
	Iteration 8Q: 3 clusters Score -2824542 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2825219.750000 Penalty: 3237.739502
	Iteration 9Q: 3 clusters Score -2825220 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2825653.000000 Penalty: 3237.739502
	Iteration 10Q: 3 clusters Score -2825653 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2825911.250000 Penalty: 3237.739502
	Iteration 11Q: 3 clusters Score -2825911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2826039.250000 Penalty: 3237.739502
	Iteration 12Q: 3 clusters Score -2826039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2826103.250000 Penalty: 3237.739502
	Iteration 13Q: 3 clusters Score -2826103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2826148.000000 Penalty: 3237.739502
	Iteration 14Q: 3 clusters Score -2826148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2826175.750000 Penalty: 3237.739502
	Iteration 15Q: 3 clusters Score -2826176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2826195.000000 Penalty: 3237.739502
	Iteration 16Q: 3 clusters Score -2826195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2826202.500000 Penalty: 3237.739502
	Iteration 17Q: 3 clusters Score -2826202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2826206.750000 Penalty: 3237.739502
	Iteration 18Q: 3 clusters Score -2826207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2826212.000000 Penalty: 3237.739502
	Iteration 19Q: 3 clusters Score -2826212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2826214.500000 Penalty: 3237.739502
	Iteration 20F: 3 clusters Score -2826214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2826215.750000 Penalty: 3237.739502
	Iteration 21Q: 3 clusters Score -2826216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2826215.250000 Penalty: 3237.739502
	Iteration 22Q: 3 clusters Score -2826215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2826215.250000 Penalty: 3237.739502
	Iteration 23F: 3 clusters Score -2826215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -399404.656250 Penalty: 1306.781860
	Iteration 0F: 2 clusters Score -399404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -396610.156250 Penalty: 2613.563721
	Iteration 0F: 3 clusters Score -396610.2 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -397330.125000 Penalty: 2613.563721
	Iteration 1F: 3 clusters Score -397330.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -397463.156250 Penalty: 2613.563721
	Iteration 2F: 3 clusters Score -397463.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -397536.062500 Penalty: 2613.563721
	Iteration 3Q: 3 clusters Score -397536.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -397606.656250 Penalty: 2613.563721
	Iteration 4Q: 3 clusters Score -397606.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -397662.281250 Penalty: 2613.563721
	Iteration 5Q: 3 clusters Score -397662.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -397707.093750 Penalty: 2613.563721
	Iteration 6Q: 3 clusters Score -397707.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -397750.875000 Penalty: 2613.563721
	Iteration 7Q: 3 clusters Score -397750.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -397793.500000 Penalty: 2613.563721
	Iteration 8Q: 3 clusters Score -397793.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -397829.343750 Penalty: 2613.563721
	Iteration 9Q: 3 clusters Score -397829.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -397857.093750 Penalty: 2613.563721
	Iteration 10Q: 3 clusters Score -397857.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -397879.125000 Penalty: 2613.563721
	Iteration 11Q: 3 clusters Score -397879.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -397908.718750 Penalty: 2613.563721
	Iteration 12Q: 3 clusters Score -397908.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -397937.875000 Penalty: 2613.563721
	Iteration 13Q: 3 clusters Score -397937.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -397963.000000 Penalty: 2613.563721
	Iteration 14Q: 3 clusters Score -397963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -397978.187500 Penalty: 2613.563721
	Iteration 15Q: 3 clusters Score -397978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -397998.375000 Penalty: 2613.563721
	Iteration 16Q: 3 clusters Score -397998.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398020.187500 Penalty: 2613.563721
	Iteration 17Q: 3 clusters Score -398020.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -398058.687500 Penalty: 2613.563721
	Iteration 18Q: 3 clusters Score -398058.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -398088.312500 Penalty: 2613.563721
	Iteration 19Q: 3 clusters Score -398088.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -398106.250000 Penalty: 2613.563721
	Iteration 20F: 3 clusters Score -398106.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -398129.187500 Penalty: 2613.563721
	Iteration 21Q: 3 clusters Score -398129.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -398153.781250 Penalty: 2613.563721
	Iteration 22Q: 3 clusters Score -398153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -398175.531250 Penalty: 2613.563721
	Iteration 23Q: 3 clusters Score -398175.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -398193.218750 Penalty: 2613.563721
	Iteration 24Q: 3 clusters Score -398193.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -398212.250000 Penalty: 2613.563721
	Iteration 25Q: 3 clusters Score -398212.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -398232.000000 Penalty: 2613.563721
	Iteration 26Q: 3 clusters Score -398232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -398245.843750 Penalty: 2613.563721
	Iteration 27Q: 3 clusters Score -398245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -398257.875000 Penalty: 2613.563721
	Iteration 28Q: 3 clusters Score -398257.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -398266.968750 Penalty: 2613.563721
	Iteration 29Q: 3 clusters Score -398267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -398277.281250 Penalty: 2613.563721
	Iteration 30Q: 3 clusters Score -398277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -398284.187500 Penalty: 2613.563721
	Iteration 31Q: 3 clusters Score -398284.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -398290.062500 Penalty: 2613.563721
	Iteration 32Q: 3 clusters Score -398290.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -398298.656250 Penalty: 2613.563721
	Iteration 33Q: 3 clusters Score -398298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -398304.156250 Penalty: 2613.563721
	Iteration 34Q: 3 clusters Score -398304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -398307.250000 Penalty: 2613.563721
	Iteration 35Q: 3 clusters Score -398307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -398309.906250 Penalty: 2613.563721
	Iteration 36Q: 3 clusters Score -398309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -398311.156250 Penalty: 2613.563721
	Iteration 37Q: 3 clusters Score -398311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -398313.093750 Penalty: 2613.563721
	Iteration 38Q: 3 clusters Score -398313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -398314.125000 Penalty: 2613.563721
	Iteration 39Q: 3 clusters Score -398314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -398315.906250 Penalty: 2613.563721
	Iteration 40F: 3 clusters Score -398315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -398317.343750 Penalty: 2613.563721
	Iteration 41Q: 3 clusters Score -398317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -398317.343750 Penalty: 2613.563721
	Iteration 42F: 3 clusters Score -398317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -283807.156250 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -283807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -281586.343750 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -281586.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282145.843750 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -282145.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282318.937500 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -282318.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282445.375000 Penalty: 2500.677734
	Iteration 3F: 3 clusters Score -282445.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -282549.812500 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -282549.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282649.312500 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -282649.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282799.687500 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -282799.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282978.656250 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -282978.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -283122.531250 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -283122.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -283206.750000 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -283206.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -283243.906250 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -283243.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -283272.562500 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -283272.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -283281.593750 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -283281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -283286.406250 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -283286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -283291.593750 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -283291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -283295.062500 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -283295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283297.750000 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -283297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283300.062500 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -283300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -283301.718750 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -283301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -283305.000000 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -283305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -283307.843750 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -283307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -283310.031250 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -283310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -283311.218750 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -283311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283312.218750 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -283312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -283313.531250 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -283313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -283313.531250 Penalty: 2500.677734
	Iteration 25F: 3 clusters Score -283313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -13161.430664 Penalty: 807.594666
	Iteration 0F: 2 clusters Score -13161.43 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 74 members 
Entering Unmasked Estep 
Score: -12578.154297 Penalty: 1615.189331
	Iteration 0F: 3 clusters Score -12578.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12674.997070 Penalty: 1615.189331
	Iteration 1F: 3 clusters Score -12675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12725.087891 Penalty: 1615.189331
	Iteration 2Q: 3 clusters Score -12725.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12739.799805 Penalty: 1615.189331
	Iteration 3Q: 3 clusters Score -12739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12748.043945 Penalty: 1615.189331
	Iteration 4Q: 3 clusters Score -12748.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12750.532227 Penalty: 1615.189331
	Iteration 5Q: 3 clusters Score -12750.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12757.337891 Penalty: 1615.189331
	Iteration 6Q: 3 clusters Score -12757.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12766.958984 Penalty: 1615.189331
	Iteration 7Q: 3 clusters Score -12766.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12770.040039 Penalty: 1615.189331
	Iteration 8Q: 3 clusters Score -12770.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12789.408203 Penalty: 1615.189331
	Iteration 9Q: 3 clusters Score -12789.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12790.599609 Penalty: 1615.189331
	Iteration 10F: 3 clusters Score -12790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12793.814453 Penalty: 1615.189331
	Iteration 11Q: 3 clusters Score -12793.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12793.814453 Penalty: 1615.189331
	Iteration 12F: 3 clusters Score -12793.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -47475.546875 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -47475.55 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 231 members 
Entering Unmasked Estep 
Score: -46587.242188 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -46587.24 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46855.234375 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -46855.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46978.460938 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -46978.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47024.011719 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -47024.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47049.417969 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -47049.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47082.023438 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -47082.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47106.324219 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -47106.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47133.664062 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -47133.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47136.277344 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -47136.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47156.554688 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -47156.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47174.496094 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -47174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47177.277344 Penalty: 1978.939697
	Iteration 11Q: 3 clusters Score -47177.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47179.929688 Penalty: 1978.939697
	Iteration 12Q: 3 clusters Score -47179.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47179.929688 Penalty: 1978.939697
	Iteration 13F: 3 clusters Score -47179.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -201226.453125 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -201226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -199379.156250 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -199379.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -200131.781250 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -200131.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200460.171875 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -200460.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -200636.109375 Penalty: 2424.659424
	Iteration 3F: 3 clusters Score -200636.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200749.515625 Penalty: 2424.659424
	Iteration 4Q: 3 clusters Score -200749.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -200810.046875 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -200810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200843.281250 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -200843.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200865.546875 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -200865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200873.625000 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -200873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -200880.765625 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -200880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -200883.921875 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -200883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200884.625000 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -200884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200884.515625 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -200884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200884.515625 Penalty: 2424.659424
	Iteration 13F: 3 clusters Score -200884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18554.291016 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18554.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18647.648438 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18647.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18684.986328 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -18684.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18718.212891 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18718.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18728.355469 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -18728.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18733.742188 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -18733.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18741.687500 Penalty: 1678.555420
	Iteration 6Q: 3 clusters Score -18741.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18745.337891 Penalty: 1678.555420
	Iteration 7Q: 3 clusters Score -18745.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18755.468750 Penalty: 1678.555420
	Iteration 8Q: 3 clusters Score -18755.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18773.208984 Penalty: 1678.555420
	Iteration 9Q: 3 clusters Score -18773.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18783.667969 Penalty: 1678.555420
	Iteration 10Q: 3 clusters Score -18783.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18783.667969 Penalty: 1678.555420
	Iteration 11F: 3 clusters Score -18783.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -145735.328125 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -145735.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144192.312500 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -144192.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144436.906250 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -144436.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -144521.812500 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -144521.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144578.859375 Penalty: 2286.462402
	Iteration 3F: 3 clusters Score -144578.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144620.890625 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -144620.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144654.437500 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -144654.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144672.500000 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -144672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144684.031250 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -144684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144699.562500 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -144699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144708.875000 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -144708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144720.578125 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -144720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144735.234375 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -144735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144744.468750 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -144744.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144755.781250 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -144755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144774.796875 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -144774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144806.156250 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -144806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144824.484375 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -144824.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144843.468750 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -144843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144858.421875 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -144858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144869.656250 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -144869.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144879.203125 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -144879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144885.968750 Penalty: 2286.462402
	Iteration 21Q: 3 clusters Score -144886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144893.234375 Penalty: 2286.462402
	Iteration 22Q: 3 clusters Score -144893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144904.390625 Penalty: 2286.462402
	Iteration 23Q: 3 clusters Score -144904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144909.406250 Penalty: 2286.462402
	Iteration 24Q: 3 clusters Score -144909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144912.718750 Penalty: 2286.462402
	Iteration 25Q: 3 clusters Score -144912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144914.140625 Penalty: 2286.462402
	Iteration 26Q: 3 clusters Score -144914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144917.500000 Penalty: 2286.462402
	Iteration 27Q: 3 clusters Score -144917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144919.609375 Penalty: 2286.462402
	Iteration 28Q: 3 clusters Score -144919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144923.593750 Penalty: 2286.462402
	Iteration 29Q: 3 clusters Score -144923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144930.593750 Penalty: 2286.462402
	Iteration 30Q: 3 clusters Score -144930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144934.796875 Penalty: 2286.462402
	Iteration 31Q: 3 clusters Score -144934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144936.296875 Penalty: 2286.462402
	Iteration 32Q: 3 clusters Score -144936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144936.906250 Penalty: 2286.462402
	Iteration 33Q: 3 clusters Score -144936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144938.796875 Penalty: 2286.462402
	Iteration 34Q: 3 clusters Score -144938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144941.734375 Penalty: 2286.462402
	Iteration 35Q: 3 clusters Score -144941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144942.968750 Penalty: 2286.462402
	Iteration 36Q: 3 clusters Score -144943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144945.187500 Penalty: 2286.462402
	Iteration 37Q: 3 clusters Score -144945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144948.281250 Penalty: 2286.462402
	Iteration 38Q: 3 clusters Score -144948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144951.937500 Penalty: 2286.462402
	Iteration 39Q: 3 clusters Score -144951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144956.468750 Penalty: 2286.462402
	Iteration 40F: 3 clusters Score -144956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144957.187500 Penalty: 2286.462402
	Iteration 41Q: 3 clusters Score -144957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144957.875000 Penalty: 2286.462402
	Iteration 42Q: 3 clusters Score -144957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144957.875000 Penalty: 2286.462402
	Iteration 43F: 3 clusters Score -144957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -3343296.000000 Penalty: 1654.837646
	Iteration 0F: 2 clusters Score -3343296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3325346.750000 Penalty: 3309.675293
	Iteration 0F: 3 clusters Score -3325347 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3332659.500000 Penalty: 3309.675293
	Iteration 1F: 3 clusters Score -3332660 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3333911.000000 Penalty: 3309.675293
	Iteration 2F: 3 clusters Score -3333911 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3335275.500000 Penalty: 3309.675293
	Iteration 3F: 3 clusters Score -3335276 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3336469.000000 Penalty: 3309.675293
	Iteration 4F: 3 clusters Score -3336469 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3337442.000000 Penalty: 3309.675293
	Iteration 5F: 3 clusters Score -3337442 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3338299.250000 Penalty: 3309.675293
	Iteration 6F: 3 clusters Score -3338299 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3339180.750000 Penalty: 3309.675293
	Iteration 7F: 3 clusters Score -3339181 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3340087.750000 Penalty: 3309.675293
	Iteration 8Q: 3 clusters Score -3340088 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3340920.000000 Penalty: 3309.675293
	Iteration 9Q: 3 clusters Score -3340920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3341694.000000 Penalty: 3309.675293
	Iteration 10Q: 3 clusters Score -3341694 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3342295.000000 Penalty: 3309.675293
	Iteration 11Q: 3 clusters Score -3342295 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3342755.250000 Penalty: 3309.675293
	Iteration 12Q: 3 clusters Score -3342755 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3343192.500000 Penalty: 3309.675293
	Iteration 13Q: 3 clusters Score -3343192 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3343913.750000 Penalty: 3309.675293
	Iteration 14Q: 3 clusters Score -3343914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3344762.750000 Penalty: 3309.675293
	Iteration 15Q: 3 clusters Score -3344763 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3345224.000000 Penalty: 3309.675293
	Iteration 16Q: 3 clusters Score -3345224 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3345370.250000 Penalty: 3309.675293
	Iteration 17Q: 3 clusters Score -3345370 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3345437.750000 Penalty: 3309.675293
	Iteration 18Q: 3 clusters Score -3345438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3345456.250000 Penalty: 3309.675293
	Iteration 19Q: 3 clusters Score -3345456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3345487.500000 Penalty: 3309.675293
	Iteration 20F: 3 clusters Score -3345488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3345499.750000 Penalty: 3309.675293
	Iteration 21Q: 3 clusters Score -3345500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3345516.750000 Penalty: 3309.675293
	Iteration 22Q: 3 clusters Score -3345517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3345538.250000 Penalty: 3309.675293
	Iteration 23Q: 3 clusters Score -3345538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3345556.000000 Penalty: 3309.675293
	Iteration 24Q: 3 clusters Score -3345556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3345560.500000 Penalty: 3309.675293
	Iteration 25Q: 3 clusters Score -3345560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3345566.000000 Penalty: 3309.675293
	Iteration 26Q: 3 clusters Score -3345566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3345582.750000 Penalty: 3309.675293
	Iteration 27Q: 3 clusters Score -3345583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3345602.500000 Penalty: 3309.675293
	Iteration 28Q: 3 clusters Score -3345602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3345615.500000 Penalty: 3309.675293
	Iteration 29Q: 3 clusters Score -3345616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3345620.250000 Penalty: 3309.675293
	Iteration 30Q: 3 clusters Score -3345620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3345645.250000 Penalty: 3309.675293
	Iteration 31Q: 3 clusters Score -3345645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3345646.750000 Penalty: 3309.675293
	Iteration 32Q: 3 clusters Score -3345647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3345652.500000 Penalty: 3309.675293
	Iteration 33Q: 3 clusters Score -3345652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3345656.000000 Penalty: 3309.675293
	Iteration 34Q: 3 clusters Score -3345656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3345666.750000 Penalty: 3309.675293
	Iteration 35Q: 3 clusters Score -3345667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3345676.000000 Penalty: 3309.675293
	Iteration 36Q: 3 clusters Score -3345676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3345688.750000 Penalty: 3309.675293
	Iteration 37Q: 3 clusters Score -3345689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3345700.500000 Penalty: 3309.675293
	Iteration 38Q: 3 clusters Score -3345700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3345703.250000 Penalty: 3309.675293
	Iteration 39Q: 3 clusters Score -3345703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3345700.250000 Penalty: 3309.675293
	Iteration 40F: 3 clusters Score -3345700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3345703.500000 Penalty: 3309.675293
	Iteration 41Q: 3 clusters Score -3345704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3345709.500000 Penalty: 3309.675293
	Iteration 42Q: 3 clusters Score -3345710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3345717.500000 Penalty: 3309.675293
	Iteration 43Q: 3 clusters Score -3345718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3345722.750000 Penalty: 3309.675293
	Iteration 44Q: 3 clusters Score -3345723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3345726.750000 Penalty: 3309.675293
	Iteration 45Q: 3 clusters Score -3345727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3345733.250000 Penalty: 3309.675293
	Iteration 46Q: 3 clusters Score -3345733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3345737.000000 Penalty: 3309.675293
	Iteration 47Q: 3 clusters Score -3345737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3345740.500000 Penalty: 3309.675293
	Iteration 48Q: 3 clusters Score -3345740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3345739.750000 Penalty: 3309.675293
	Iteration 49Q: 3 clusters Score -3345740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3345739.250000 Penalty: 3309.675293
	Iteration 50Q: 3 clusters Score -3345739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3345739.000000 Penalty: 3309.675293
	Iteration 51Q: 3 clusters Score -3345739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3345744.750000 Penalty: 3309.675293
	Iteration 52Q: 3 clusters Score -3345745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3345749.000000 Penalty: 3309.675293
	Iteration 53Q: 3 clusters Score -3345749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3345748.500000 Penalty: 3309.675293
	Iteration 54Q: 3 clusters Score -3345748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3345746.750000 Penalty: 3309.675293
	Iteration 55Q: 3 clusters Score -3345747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3345755.000000 Penalty: 3309.675293
	Iteration 56Q: 3 clusters Score -3345755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3345756.000000 Penalty: 3309.675293
	Iteration 57Q: 3 clusters Score -3345756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3345761.750000 Penalty: 3309.675293
	Iteration 58Q: 3 clusters Score -3345762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3345767.750000 Penalty: 3309.675293
	Iteration 59Q: 3 clusters Score -3345768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3345766.750000 Penalty: 3309.675293
	Iteration 60F: 3 clusters Score -3345767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3345768.750000 Penalty: 3309.675293
	Iteration 61Q: 3 clusters Score -3345769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3345772.500000 Penalty: 3309.675293
	Iteration 62Q: 3 clusters Score -3345772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3345780.250000 Penalty: 3309.675293
	Iteration 63Q: 3 clusters Score -3345780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3345779.500000 Penalty: 3309.675293
	Iteration 64Q: 3 clusters Score -3345780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3345783.500000 Penalty: 3309.675293
	Iteration 65Q: 3 clusters Score -3345784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3345783.250000 Penalty: 3309.675293
	Iteration 66Q: 3 clusters Score -3345783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3345781.250000 Penalty: 3309.675293
	Iteration 67Q: 3 clusters Score -3345781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3345775.000000 Penalty: 3309.675293
	Iteration 68Q: 3 clusters Score -3345775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3345779.000000 Penalty: 3309.675293
	Iteration 69Q: 3 clusters Score -3345779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3345781.750000 Penalty: 3309.675293
	Iteration 70Q: 3 clusters Score -3345782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3345796.000000 Penalty: 3309.675293
	Iteration 71Q: 3 clusters Score -3345796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3345809.750000 Penalty: 3309.675293
	Iteration 72Q: 3 clusters Score -3345810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3345808.500000 Penalty: 3309.675293
	Iteration 73Q: 3 clusters Score -3345808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3345814.250000 Penalty: 3309.675293
	Iteration 74Q: 3 clusters Score -3345814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3345817.250000 Penalty: 3309.675293
	Iteration 75Q: 3 clusters Score -3345817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3345818.250000 Penalty: 3309.675293
	Iteration 76Q: 3 clusters Score -3345818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3345828.250000 Penalty: 3309.675293
	Iteration 77Q: 3 clusters Score -3345828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3345827.250000 Penalty: 3309.675293
	Iteration 78Q: 3 clusters Score -3345827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3345826.250000 Penalty: 3309.675293
	Iteration 79Q: 3 clusters Score -3345826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3345833.250000 Penalty: 3309.675293
	Iteration 80F: 3 clusters Score -3345833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3345832.500000 Penalty: 3309.675293
	Iteration 81Q: 3 clusters Score -3345832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3345839.250000 Penalty: 3309.675293
	Iteration 82Q: 3 clusters Score -3345839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3345839.500000 Penalty: 3309.675293
	Iteration 83Q: 3 clusters Score -3345840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3345841.000000 Penalty: 3309.675293
	Iteration 84Q: 3 clusters Score -3345841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3345846.250000 Penalty: 3309.675293
	Iteration 85Q: 3 clusters Score -3345846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3345847.000000 Penalty: 3309.675293
	Iteration 86Q: 3 clusters Score -3345847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3345849.250000 Penalty: 3309.675293
	Iteration 87Q: 3 clusters Score -3345849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3345856.750000 Penalty: 3309.675293
	Iteration 88Q: 3 clusters Score -3345857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3345856.000000 Penalty: 3309.675293
	Iteration 89Q: 3 clusters Score -3345856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3345856.500000 Penalty: 3309.675293
	Iteration 90Q: 3 clusters Score -3345856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3345861.250000 Penalty: 3309.675293
	Iteration 91Q: 3 clusters Score -3345861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3345858.250000 Penalty: 3309.675293
	Iteration 92Q: 3 clusters Score -3345858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3345860.000000 Penalty: 3309.675293
	Iteration 93Q: 3 clusters Score -3345860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3345863.500000 Penalty: 3309.675293
	Iteration 94Q: 3 clusters Score -3345864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3345862.500000 Penalty: 3309.675293
	Iteration 95Q: 3 clusters Score -3345862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3345864.000000 Penalty: 3309.675293
	Iteration 96Q: 3 clusters Score -3345864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3345867.000000 Penalty: 3309.675293
	Iteration 97Q: 3 clusters Score -3345867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3345870.000000 Penalty: 3309.675293
	Iteration 98Q: 3 clusters Score -3345870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3345869.500000 Penalty: 3309.675293
	Iteration 99Q: 3 clusters Score -3345870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3345873.250000 Penalty: 3309.675293
	Iteration 100F: 3 clusters Score -3345873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3345867.000000 Penalty: 3309.675293
	Iteration 101Q: 3 clusters Score -3345867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3345863.250000 Penalty: 3309.675293
	Iteration 102Q: 3 clusters Score -3345863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3345869.000000 Penalty: 3309.675293
	Iteration 103Q: 3 clusters Score -3345869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3345867.750000 Penalty: 3309.675293
	Iteration 104Q: 3 clusters Score -3345868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3345868.250000 Penalty: 3309.675293
	Iteration 105Q: 3 clusters Score -3345868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3345870.750000 Penalty: 3309.675293
	Iteration 106Q: 3 clusters Score -3345871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3345870.750000 Penalty: 3309.675293
	Iteration 107F: 3 clusters Score -3345871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 16436 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 7215 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 21027 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 3772 members 
Mstep: Class 76 contains 307 members 
Mstep: Class 77 contains 228 members 
Mstep: Class 78 contains 5766 members 
Mstep: Class 79 contains 1560 members 
Mstep: Class 80 contains 5439 members 
Entering Unmasked Estep 
Score: -68977312.000000 Penalty: 171366.265625
Splitting cluster 58 changes total score from -68972104.000000 to -68977312.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 59 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -95087.289062 Penalty: 1070.028564
	Iteration 0F: 2 clusters Score -95087.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93823.125000 Penalty: 2140.057129
	Iteration 0F: 3 clusters Score -93823.12 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94011.851562 Penalty: 2140.057129
	Iteration 1F: 3 clusters Score -94011.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94088.828125 Penalty: 2140.057129
	Iteration 2F: 3 clusters Score -94088.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94136.914062 Penalty: 2140.057129
	Iteration 3Q: 3 clusters Score -94136.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94158.343750 Penalty: 2140.057129
	Iteration 4Q: 3 clusters Score -94158.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94180.992188 Penalty: 2140.057129
	Iteration 5Q: 3 clusters Score -94180.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94201.585938 Penalty: 2140.057129
	Iteration 6Q: 3 clusters Score -94201.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94212.695312 Penalty: 2140.057129
	Iteration 7Q: 3 clusters Score -94212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94219.632812 Penalty: 2140.057129
	Iteration 8Q: 3 clusters Score -94219.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94220.023438 Penalty: 2140.057129
	Iteration 9Q: 3 clusters Score -94220.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94221.195312 Penalty: 2140.057129
	Iteration 10Q: 3 clusters Score -94221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94221.562500 Penalty: 2140.057129
	Iteration 11Q: 3 clusters Score -94221.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94221.562500 Penalty: 2140.057129
	Iteration 12F: 3 clusters Score -94221.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67597.289062 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67597.29 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67755.390625 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67755.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67820.171875 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -67820.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67863.562500 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67863.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67882.828125 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67882.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67890.671875 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -67890.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67906.226562 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -67906.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67923.039062 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -67923.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67937.007812 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -67937.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67944.656250 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -67944.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67961.828125 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -67961.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67979.710938 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -67979.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67999.781250 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -67999.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68023.187500 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -68023.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68042.765625 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -68042.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68063.492188 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -68063.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68083.085938 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -68083.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68092.484375 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -68092.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68101.820312 Penalty: 2048.945801
	Iteration 18Q: 3 clusters Score -68101.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68114.484375 Penalty: 2048.945801
	Iteration 19Q: 3 clusters Score -68114.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68120.679688 Penalty: 2048.945801
	Iteration 20F: 3 clusters Score -68120.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68124.070312 Penalty: 2048.945801
	Iteration 21Q: 3 clusters Score -68124.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68125.062500 Penalty: 2048.945801
	Iteration 22Q: 3 clusters Score -68125.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68125.062500 Penalty: 2048.945801
	Iteration 23F: 3 clusters Score -68125.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -621325.812500 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -621325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -617531.500000 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -617531.5 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -618510.125000 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -618510.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -618680.000000 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -618680 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -618790.625000 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -618790.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -618865.875000 Penalty: 2748.116455
	Iteration 4Q: 3 clusters Score -618865.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -618927.375000 Penalty: 2748.116455
	Iteration 5Q: 3 clusters Score -618927.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -618978.500000 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -618978.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -619025.500000 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -619025.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -619065.875000 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -619065.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -619104.375000 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -619104.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -619153.187500 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -619153.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -619204.187500 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -619204.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -619257.812500 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -619257.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -619311.687500 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -619311.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -619368.500000 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -619368.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -619431.437500 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -619431.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -619509.312500 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -619509.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -619582.062500 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -619582.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -619650.812500 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -619650.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -619725.500000 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -619725.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -619793.375000 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -619793.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -619866.500000 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -619866.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -619931.000000 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -619931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -619965.250000 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -619965.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -619984.000000 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -619984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -620004.812500 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -620004.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -620017.625000 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -620017.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -620037.062500 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -620037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -620050.937500 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -620050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -620063.750000 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -620063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -620083.437500 Penalty: 2748.116455
	Iteration 30Q: 3 clusters Score -620083.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -620093.750000 Penalty: 2748.116455
	Iteration 31Q: 3 clusters Score -620093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -620100.375000 Penalty: 2748.116455
	Iteration 32Q: 3 clusters Score -620100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -620109.812500 Penalty: 2748.116455
	Iteration 33Q: 3 clusters Score -620109.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -620115.937500 Penalty: 2748.116455
	Iteration 34Q: 3 clusters Score -620115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -620120.000000 Penalty: 2748.116455
	Iteration 35Q: 3 clusters Score -620120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -620121.437500 Penalty: 2748.116455
	Iteration 36Q: 3 clusters Score -620121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -620122.187500 Penalty: 2748.116455
	Iteration 37Q: 3 clusters Score -620122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -620122.187500 Penalty: 2748.116455
	Iteration 38F: 3 clusters Score -620122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -603876.187500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603876.2 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -604653.687500 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604653.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -604836.062500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -604836.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -604995.437500 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -604995.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -605116.937500 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605116.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -605266.500000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605266.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -605430.875000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605430.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -605614.187500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -605614.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -605830.437500 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -605830.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -606075.562500 Penalty: 2675.716064
	Iteration 9F: 3 clusters Score -606075.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -606281.687500 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -606281.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -606409.062500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -606409.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -606500.500000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -606500.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -606543.125000 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -606543.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -606562.187500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -606572.812500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -606584.750000 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -606592.250000 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606596.000000 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -606599.625000 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606602.437500 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -606604.687500 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606605.125000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606605.125000 Penalty: 2675.716064
	Iteration 23F: 3 clusters Score -606605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -661538.875000 Penalty: 1384.789673
	Iteration 0F: 2 clusters Score -661538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -657581.250000 Penalty: 2769.579346
	Iteration 0F: 3 clusters Score -657581.2 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -658762.812500 Penalty: 2769.579346
	Iteration 1F: 3 clusters Score -658762.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -658996.187500 Penalty: 2769.579346
	Iteration 2F: 3 clusters Score -658996.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -659160.000000 Penalty: 2769.579346
	Iteration 3F: 3 clusters Score -659160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -659280.562500 Penalty: 2769.579346
	Iteration 4Q: 3 clusters Score -659280.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -659397.687500 Penalty: 2769.579346
	Iteration 5Q: 3 clusters Score -659397.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -659520.625000 Penalty: 2769.579346
	Iteration 6Q: 3 clusters Score -659520.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -659614.562500 Penalty: 2769.579346
	Iteration 7Q: 3 clusters Score -659614.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -659722.937500 Penalty: 2769.579346
	Iteration 8Q: 3 clusters Score -659722.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -659837.375000 Penalty: 2769.579346
	Iteration 9Q: 3 clusters Score -659837.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -659934.562500 Penalty: 2769.579346
	Iteration 10Q: 3 clusters Score -659934.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -660009.125000 Penalty: 2769.579346
	Iteration 11Q: 3 clusters Score -660009.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -660066.000000 Penalty: 2769.579346
	Iteration 12Q: 3 clusters Score -660066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -660111.750000 Penalty: 2769.579346
	Iteration 13Q: 3 clusters Score -660111.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -660147.812500 Penalty: 2769.579346
	Iteration 14Q: 3 clusters Score -660147.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -660175.375000 Penalty: 2769.579346
	Iteration 15Q: 3 clusters Score -660175.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -660194.250000 Penalty: 2769.579346
	Iteration 16Q: 3 clusters Score -660194.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660209.312500 Penalty: 2769.579346
	Iteration 17Q: 3 clusters Score -660209.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -660223.750000 Penalty: 2769.579346
	Iteration 18Q: 3 clusters Score -660223.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -660232.250000 Penalty: 2769.579346
	Iteration 19Q: 3 clusters Score -660232.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -660240.937500 Penalty: 2769.579346
	Iteration 20F: 3 clusters Score -660240.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -660249.750000 Penalty: 2769.579346
	Iteration 21Q: 3 clusters Score -660249.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -660262.937500 Penalty: 2769.579346
	Iteration 22Q: 3 clusters Score -660262.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -660278.687500 Penalty: 2769.579346
	Iteration 23Q: 3 clusters Score -660278.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -660295.250000 Penalty: 2769.579346
	Iteration 24Q: 3 clusters Score -660295.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -660314.375000 Penalty: 2769.579346
	Iteration 25Q: 3 clusters Score -660314.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -660326.937500 Penalty: 2769.579346
	Iteration 26Q: 3 clusters Score -660326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -660334.812500 Penalty: 2769.579346
	Iteration 27Q: 3 clusters Score -660334.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -660343.500000 Penalty: 2769.579346
	Iteration 28Q: 3 clusters Score -660343.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -660351.000000 Penalty: 2769.579346
	Iteration 29Q: 3 clusters Score -660351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -660356.812500 Penalty: 2769.579346
	Iteration 30Q: 3 clusters Score -660356.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -660360.937500 Penalty: 2769.579346
	Iteration 31Q: 3 clusters Score -660360.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -660363.125000 Penalty: 2769.579346
	Iteration 32Q: 3 clusters Score -660363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -660368.562500 Penalty: 2769.579346
	Iteration 33Q: 3 clusters Score -660368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -660373.562500 Penalty: 2769.579346
	Iteration 34Q: 3 clusters Score -660373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -660374.625000 Penalty: 2769.579346
	Iteration 35Q: 3 clusters Score -660374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -660376.312500 Penalty: 2769.579346
	Iteration 36Q: 3 clusters Score -660376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -660376.625000 Penalty: 2769.579346
	Iteration 37Q: 3 clusters Score -660376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -660377.062500 Penalty: 2769.579346
	Iteration 38Q: 3 clusters Score -660377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -660379.625000 Penalty: 2769.579346
	Iteration 39Q: 3 clusters Score -660379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -660379.687500 Penalty: 2769.579346
	Iteration 40F: 3 clusters Score -660379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -660382.062500 Penalty: 2769.579346
	Iteration 41Q: 3 clusters Score -660382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -660382.562500 Penalty: 2769.579346
	Iteration 42Q: 3 clusters Score -660382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -660382.500000 Penalty: 2769.579346
	Iteration 43Q: 3 clusters Score -660382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -660382.812500 Penalty: 2769.579346
	Iteration 44Q: 3 clusters Score -660382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -660383.250000 Penalty: 2769.579346
	Iteration 45Q: 3 clusters Score -660383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -660383.250000 Penalty: 2769.579346
	Iteration 46F: 3 clusters Score -660383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53560.339844 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53560.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53727.757812 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53727.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53797.312500 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53797.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53831.722656 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53831.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53850.917969 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53850.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53856.140625 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53856.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53863.597656 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53869.875000 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -53869.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53871.812500 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -53871.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53871.812500 Penalty: 1972.989746
	Iteration 9F: 3 clusters Score -53871.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -21929.527344 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -21929.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21003.480469 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -21003.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21248.953125 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -21248.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21311.939453 Penalty: 1959.972778
	Iteration 2F: 3 clusters Score -21311.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21364.810547 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -21364.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21420.166016 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -21420.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21449.332031 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -21449.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21488.373047 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -21488.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21525.324219 Penalty: 1959.972778
	Iteration 7Q: 3 clusters Score -21525.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21542.720703 Penalty: 1959.972778
	Iteration 8Q: 3 clusters Score -21542.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21578.089844 Penalty: 1959.972778
	Iteration 9Q: 3 clusters Score -21578.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21590.367188 Penalty: 1959.972778
	Iteration 10Q: 3 clusters Score -21590.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21608.791016 Penalty: 1959.972778
	Iteration 11Q: 3 clusters Score -21608.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21611.734375 Penalty: 1959.972778
	Iteration 12Q: 3 clusters Score -21611.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21612.488281 Penalty: 1959.972778
	Iteration 13Q: 3 clusters Score -21612.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21617.181641 Penalty: 1959.972778
	Iteration 14F: 3 clusters Score -21617.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21637.687500 Penalty: 1959.972778
	Iteration 15Q: 3 clusters Score -21637.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21705.523438 Penalty: 1959.972778
	Iteration 16Q: 3 clusters Score -21705.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21741.927734 Penalty: 1959.972778
	Iteration 17Q: 3 clusters Score -21741.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21750.683594 Penalty: 1959.972778
	Iteration 18Q: 3 clusters Score -21750.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21768.925781 Penalty: 1959.972778
	Iteration 19Q: 3 clusters Score -21768.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21778.142578 Penalty: 1959.972778
	Iteration 20F: 3 clusters Score -21778.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21788.187500 Penalty: 1959.972778
	Iteration 21Q: 3 clusters Score -21788.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21798.558594 Penalty: 1959.972778
	Iteration 22Q: 3 clusters Score -21798.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21801.806641 Penalty: 1959.972778
	Iteration 23Q: 3 clusters Score -21801.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21801.806641 Penalty: 1959.972778
	Iteration 24F: 3 clusters Score -21801.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -79469.773438 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -79469.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78332.796875 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -78332.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78518.476562 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -78518.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78575.562500 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -78575.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78602.742188 Penalty: 2091.749023
	Iteration 3Q: 3 clusters Score -78602.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78611.179688 Penalty: 2091.749023
	Iteration 4Q: 3 clusters Score -78611.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78617.164062 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -78617.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78621.859375 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -78621.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78631.539062 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -78631.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78637.625000 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -78637.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78644.500000 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -78644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78650.078125 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -78650.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78651.601562 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -78651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78660.789062 Penalty: 2091.749023
	Iteration 12Q: 3 clusters Score -78660.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78665.320312 Penalty: 2091.749023
	Iteration 13Q: 3 clusters Score -78665.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78676.851562 Penalty: 2091.749023
	Iteration 14Q: 3 clusters Score -78676.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78686.367188 Penalty: 2091.749023
	Iteration 15Q: 3 clusters Score -78686.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78708.984375 Penalty: 2091.749023
	Iteration 16Q: 3 clusters Score -78708.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78725.578125 Penalty: 2091.749023
	Iteration 17Q: 3 clusters Score -78725.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78734.070312 Penalty: 2091.749023
	Iteration 18Q: 3 clusters Score -78734.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78743.140625 Penalty: 2091.749023
	Iteration 19Q: 3 clusters Score -78743.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -78757.750000 Penalty: 2091.749023
	Iteration 20F: 3 clusters Score -78757.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -78762.546875 Penalty: 2091.749023
	Iteration 21Q: 3 clusters Score -78762.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78767.460938 Penalty: 2091.749023
	Iteration 22Q: 3 clusters Score -78767.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -78776.351562 Penalty: 2091.749023
	Iteration 23Q: 3 clusters Score -78776.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78780.335938 Penalty: 2091.749023
	Iteration 24Q: 3 clusters Score -78780.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78785.031250 Penalty: 2091.749023
	Iteration 25Q: 3 clusters Score -78785.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78789.609375 Penalty: 2091.749023
	Iteration 26Q: 3 clusters Score -78789.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78790.117188 Penalty: 2091.749023
	Iteration 27Q: 3 clusters Score -78790.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78791.031250 Penalty: 2091.749023
	Iteration 28Q: 3 clusters Score -78791.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78797.140625 Penalty: 2091.749023
	Iteration 29Q: 3 clusters Score -78797.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78798.070312 Penalty: 2091.749023
	Iteration 30Q: 3 clusters Score -78798.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78803.101562 Penalty: 2091.749023
	Iteration 31Q: 3 clusters Score -78803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78803.101562 Penalty: 2091.749023
	Iteration 32F: 3 clusters Score -78803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -156063.812500 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -156063.8 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 675 members 
Entering Unmasked Estep 
Score: -154398.140625 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -154398.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154853.468750 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -154853.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155086.015625 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -155086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155262.031250 Penalty: 2341.831299
	Iteration 3F: 3 clusters Score -155262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155407.156250 Penalty: 2341.831299
	Iteration 4F: 3 clusters Score -155407.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155499.906250 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -155499.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155550.093750 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -155550.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155599.343750 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -155599.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155628.109375 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -155628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155661.828125 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -155661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -155672.875000 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -155672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155689.562500 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -155689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155709.359375 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -155709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155725.953125 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -155726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155742.203125 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -155742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155756.406250 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -155756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155767.171875 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -155767.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155775.203125 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -155775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155781.843750 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -155781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155785.125000 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -155785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155789.671875 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -155789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155793.406250 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -155793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155796.062500 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -155796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155797.281250 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -155797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155799.031250 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -155799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155804.359375 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -155804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -155809.625000 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -155809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155819.625000 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -155819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155832.687500 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -155832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155845.734375 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -155845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155861.953125 Penalty: 2341.831299
	Iteration 30Q: 3 clusters Score -155862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155872.375000 Penalty: 2341.831299
	Iteration 31Q: 3 clusters Score -155872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155877.734375 Penalty: 2341.831299
	Iteration 32Q: 3 clusters Score -155877.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155889.203125 Penalty: 2341.831299
	Iteration 33Q: 3 clusters Score -155889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155901.453125 Penalty: 2341.831299
	Iteration 34Q: 3 clusters Score -155901.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -155911.093750 Penalty: 2341.831299
	Iteration 35Q: 3 clusters Score -155911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -155915.718750 Penalty: 2341.831299
	Iteration 36Q: 3 clusters Score -155915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -155920.359375 Penalty: 2341.831299
	Iteration 37Q: 3 clusters Score -155920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -155926.031250 Penalty: 2341.831299
	Iteration 38Q: 3 clusters Score -155926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -155936.015625 Penalty: 2341.831299
	Iteration 39Q: 3 clusters Score -155936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155951.000000 Penalty: 2341.831299
	Iteration 40F: 3 clusters Score -155951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155955.203125 Penalty: 2341.831299
	Iteration 41Q: 3 clusters Score -155955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155955.765625 Penalty: 2341.831299
	Iteration 42Q: 3 clusters Score -155955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155955.765625 Penalty: 2341.831299
	Iteration 43F: 3 clusters Score -155955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -102029.179688 Penalty: 1066.626587
	Iteration 0F: 2 clusters Score -102029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100826.210938 Penalty: 2133.253174
	Iteration 0F: 3 clusters Score -100826.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101070.132812 Penalty: 2133.253174
	Iteration 1F: 3 clusters Score -101070.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101143.250000 Penalty: 2133.253174
	Iteration 2F: 3 clusters Score -101143.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101175.539062 Penalty: 2133.253174
	Iteration 3Q: 3 clusters Score -101175.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101207.507812 Penalty: 2133.253174
	Iteration 4Q: 3 clusters Score -101207.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101228.437500 Penalty: 2133.253174
	Iteration 5Q: 3 clusters Score -101228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101241.093750 Penalty: 2133.253174
	Iteration 6Q: 3 clusters Score -101241.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101260.523438 Penalty: 2133.253174
	Iteration 7Q: 3 clusters Score -101260.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101290.921875 Penalty: 2133.253174
	Iteration 8Q: 3 clusters Score -101290.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101335.101562 Penalty: 2133.253174
	Iteration 9Q: 3 clusters Score -101335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -101379.406250 Penalty: 2133.253174
	Iteration 10Q: 3 clusters Score -101379.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -101411.414062 Penalty: 2133.253174
	Iteration 11Q: 3 clusters Score -101411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101433.921875 Penalty: 2133.253174
	Iteration 12Q: 3 clusters Score -101433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101457.929688 Penalty: 2133.253174
	Iteration 13Q: 3 clusters Score -101457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101474.234375 Penalty: 2133.253174
	Iteration 14Q: 3 clusters Score -101474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101484.445312 Penalty: 2133.253174
	Iteration 15Q: 3 clusters Score -101484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101496.664062 Penalty: 2133.253174
	Iteration 16Q: 3 clusters Score -101496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101517.960938 Penalty: 2133.253174
	Iteration 17Q: 3 clusters Score -101518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -101533.335938 Penalty: 2133.253174
	Iteration 18Q: 3 clusters Score -101533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101542.460938 Penalty: 2133.253174
	Iteration 19Q: 3 clusters Score -101542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101569.656250 Penalty: 2133.253174
	Iteration 20F: 3 clusters Score -101569.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101600.593750 Penalty: 2133.253174
	Iteration 21Q: 3 clusters Score -101600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101614.109375 Penalty: 2133.253174
	Iteration 22Q: 3 clusters Score -101614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101620.515625 Penalty: 2133.253174
	Iteration 23Q: 3 clusters Score -101620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -101627.726562 Penalty: 2133.253174
	Iteration 24Q: 3 clusters Score -101627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -101635.085938 Penalty: 2133.253174
	Iteration 25Q: 3 clusters Score -101635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -101644.585938 Penalty: 2133.253174
	Iteration 26Q: 3 clusters Score -101644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -101649.820312 Penalty: 2133.253174
	Iteration 27Q: 3 clusters Score -101649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -101653.031250 Penalty: 2133.253174
	Iteration 28Q: 3 clusters Score -101653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -101657.468750 Penalty: 2133.253174
	Iteration 29Q: 3 clusters Score -101657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101659.476562 Penalty: 2133.253174
	Iteration 30Q: 3 clusters Score -101659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -101660.101562 Penalty: 2133.253174
	Iteration 31Q: 3 clusters Score -101660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -101660.101562 Penalty: 2133.253174
	Iteration 32F: 3 clusters Score -101660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -1119839.625000 Penalty: 1468.599243
	Iteration 0F: 2 clusters Score -1119840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1113614.750000 Penalty: 2937.198486
	Iteration 0F: 3 clusters Score -1113615 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1115448.875000 Penalty: 2937.198486
	Iteration 1F: 3 clusters Score -1115449 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1115755.250000 Penalty: 2937.198486
	Iteration 2F: 3 clusters Score -1115755 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1116074.500000 Penalty: 2937.198486
	Iteration 3F: 3 clusters Score -1116074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1116348.500000 Penalty: 2937.198486
	Iteration 4F: 3 clusters Score -1116348 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1116586.500000 Penalty: 2937.198486
	Iteration 5Q: 3 clusters Score -1116586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1116784.750000 Penalty: 2937.198486
	Iteration 6Q: 3 clusters Score -1116785 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1116970.750000 Penalty: 2937.198486
	Iteration 7Q: 3 clusters Score -1116971 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1117119.125000 Penalty: 2937.198486
	Iteration 8Q: 3 clusters Score -1117119 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1117275.000000 Penalty: 2937.198486
	Iteration 9Q: 3 clusters Score -1117275 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1117447.375000 Penalty: 2937.198486
	Iteration 10Q: 3 clusters Score -1117447 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1117612.000000 Penalty: 2937.198486
	Iteration 11Q: 3 clusters Score -1117612 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1117807.000000 Penalty: 2937.198486
	Iteration 12Q: 3 clusters Score -1117807 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1118106.875000 Penalty: 2937.198486
	Iteration 13Q: 3 clusters Score -1118107 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1118503.500000 Penalty: 2937.198486
	Iteration 14Q: 3 clusters Score -1118504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1118911.125000 Penalty: 2937.198486
	Iteration 15Q: 3 clusters Score -1118911 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1119260.500000 Penalty: 2937.198486
	Iteration 16Q: 3 clusters Score -1119260 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1119474.000000 Penalty: 2937.198486
	Iteration 17Q: 3 clusters Score -1119474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1119569.250000 Penalty: 2937.198486
	Iteration 18Q: 3 clusters Score -1119569 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1119626.500000 Penalty: 2937.198486
	Iteration 19Q: 3 clusters Score -1119626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1119655.250000 Penalty: 2937.198486
	Iteration 20F: 3 clusters Score -1119655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1119664.375000 Penalty: 2937.198486
	Iteration 21Q: 3 clusters Score -1119664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1119674.875000 Penalty: 2937.198486
	Iteration 22Q: 3 clusters Score -1119675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1119684.625000 Penalty: 2937.198486
	Iteration 23Q: 3 clusters Score -1119685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1119691.125000 Penalty: 2937.198486
	Iteration 24Q: 3 clusters Score -1119691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1119699.875000 Penalty: 2937.198486
	Iteration 25Q: 3 clusters Score -1119700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1119706.375000 Penalty: 2937.198486
	Iteration 26Q: 3 clusters Score -1119706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1119710.500000 Penalty: 2937.198486
	Iteration 27Q: 3 clusters Score -1119710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1119716.125000 Penalty: 2937.198486
	Iteration 28Q: 3 clusters Score -1119716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1119717.625000 Penalty: 2937.198486
	Iteration 29Q: 3 clusters Score -1119718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1119723.375000 Penalty: 2937.198486
	Iteration 30Q: 3 clusters Score -1119723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1119727.375000 Penalty: 2937.198486
	Iteration 31Q: 3 clusters Score -1119727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1119729.500000 Penalty: 2937.198486
	Iteration 32Q: 3 clusters Score -1119730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1119730.000000 Penalty: 2937.198486
	Iteration 33Q: 3 clusters Score -1119730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1119732.750000 Penalty: 2937.198486
	Iteration 34Q: 3 clusters Score -1119733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1119734.750000 Penalty: 2937.198486
	Iteration 35Q: 3 clusters Score -1119735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1119735.375000 Penalty: 2937.198486
	Iteration 36Q: 3 clusters Score -1119735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1119734.125000 Penalty: 2937.198486
	Iteration 37Q: 3 clusters Score -1119734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1119732.375000 Penalty: 2937.198486
	Iteration 38Q: 3 clusters Score -1119732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1119732.625000 Penalty: 2937.198486
	Iteration 39Q: 3 clusters Score -1119733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1119733.250000 Penalty: 2937.198486
	Iteration 40F: 3 clusters Score -1119733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1119735.000000 Penalty: 2937.198486
	Iteration 41Q: 3 clusters Score -1119735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1119737.000000 Penalty: 2937.198486
	Iteration 42Q: 3 clusters Score -1119737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1119735.625000 Penalty: 2937.198486
	Iteration 43Q: 3 clusters Score -1119736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1119736.250000 Penalty: 2937.198486
	Iteration 44Q: 3 clusters Score -1119736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1119736.250000 Penalty: 2937.198486
	Iteration 45F: 3 clusters Score -1119736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -36434.464844 Penalty: 923.581726
	Iteration 0F: 2 clusters Score -36434.46 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 146 members 
Entering Unmasked Estep 
Score: -35564.214844 Penalty: 1847.163452
	Iteration 0F: 3 clusters Score -35564.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35703.597656 Penalty: 1847.163452
	Iteration 1F: 3 clusters Score -35703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35730.195312 Penalty: 1847.163452
	Iteration 2Q: 3 clusters Score -35730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35739.000000 Penalty: 1847.163452
	Iteration 3Q: 3 clusters Score -35739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35739.000000 Penalty: 1847.163452
	Iteration 4F: 3 clusters Score -35739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -121691.898438 Penalty: 1112.628174
	Iteration 0F: 2 clusters Score -121691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120292.679688 Penalty: 2225.256348
	Iteration 0F: 3 clusters Score -120292.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120543.335938 Penalty: 2225.256348
	Iteration 1F: 3 clusters Score -120543.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120599.460938 Penalty: 2225.256348
	Iteration 2F: 3 clusters Score -120599.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120647.429688 Penalty: 2225.256348
	Iteration 3Q: 3 clusters Score -120647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120680.843750 Penalty: 2225.256348
	Iteration 4Q: 3 clusters Score -120680.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120715.398438 Penalty: 2225.256348
	Iteration 5Q: 3 clusters Score -120715.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120742.414062 Penalty: 2225.256348
	Iteration 6Q: 3 clusters Score -120742.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120773.460938 Penalty: 2225.256348
	Iteration 7Q: 3 clusters Score -120773.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120795.671875 Penalty: 2225.256348
	Iteration 8Q: 3 clusters Score -120795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120811.859375 Penalty: 2225.256348
	Iteration 9Q: 3 clusters Score -120811.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120823.601562 Penalty: 2225.256348
	Iteration 10Q: 3 clusters Score -120823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120832.828125 Penalty: 2225.256348
	Iteration 11Q: 3 clusters Score -120832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120838.671875 Penalty: 2225.256348
	Iteration 12Q: 3 clusters Score -120838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120845.062500 Penalty: 2225.256348
	Iteration 13Q: 3 clusters Score -120845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120857.929688 Penalty: 2225.256348
	Iteration 14Q: 3 clusters Score -120857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120867.203125 Penalty: 2225.256348
	Iteration 15Q: 3 clusters Score -120867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -120869.414062 Penalty: 2225.256348
	Iteration 16Q: 3 clusters Score -120869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120872.585938 Penalty: 2225.256348
	Iteration 17Q: 3 clusters Score -120872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120874.929688 Penalty: 2225.256348
	Iteration 18Q: 3 clusters Score -120874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120877.164062 Penalty: 2225.256348
	Iteration 19Q: 3 clusters Score -120877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120877.671875 Penalty: 2225.256348
	Iteration 20F: 3 clusters Score -120877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158506.656250 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158506.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -158789.750000 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158789.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -158851.359375 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158851.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158881.500000 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158896.578125 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158907.843750 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158919.843750 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158928.218750 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158938.203125 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -158938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158947.109375 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -158947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158955.625000 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -158955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158962.765625 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -158962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -158967.125000 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -158967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158970.234375 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -158970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158971.234375 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -158971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158971.234375 Penalty: 2241.425537
	Iteration 15F: 3 clusters Score -158971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -347553.531250 Penalty: 1284.993408
	Iteration 0F: 2 clusters Score -347553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -345054.343750 Penalty: 2569.986816
	Iteration 0F: 3 clusters Score -345054.3 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -345658.281250 Penalty: 2569.986816
	Iteration 1F: 3 clusters Score -345658.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -345804.406250 Penalty: 2569.986816
	Iteration 2F: 3 clusters Score -345804.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -345899.812500 Penalty: 2569.986816
	Iteration 3F: 3 clusters Score -345899.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345959.375000 Penalty: 2569.986816
	Iteration 4Q: 3 clusters Score -345959.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -345990.718750 Penalty: 2569.986816
	Iteration 5Q: 3 clusters Score -345990.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346022.968750 Penalty: 2569.986816
	Iteration 6Q: 3 clusters Score -346023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346052.906250 Penalty: 2569.986816
	Iteration 7Q: 3 clusters Score -346052.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346075.937500 Penalty: 2569.986816
	Iteration 8Q: 3 clusters Score -346075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -346099.156250 Penalty: 2569.986816
	Iteration 9Q: 3 clusters Score -346099.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -346125.375000 Penalty: 2569.986816
	Iteration 10Q: 3 clusters Score -346125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -346147.843750 Penalty: 2569.986816
	Iteration 11Q: 3 clusters Score -346147.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346161.937500 Penalty: 2569.986816
	Iteration 12Q: 3 clusters Score -346161.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -346178.312500 Penalty: 2569.986816
	Iteration 13Q: 3 clusters Score -346178.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -346192.375000 Penalty: 2569.986816
	Iteration 14Q: 3 clusters Score -346192.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -346205.562500 Penalty: 2569.986816
	Iteration 15Q: 3 clusters Score -346205.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -346218.312500 Penalty: 2569.986816
	Iteration 16Q: 3 clusters Score -346218.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -346226.687500 Penalty: 2569.986816
	Iteration 17Q: 3 clusters Score -346226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -346234.750000 Penalty: 2569.986816
	Iteration 18Q: 3 clusters Score -346234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -346242.718750 Penalty: 2569.986816
	Iteration 19Q: 3 clusters Score -346242.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -346247.937500 Penalty: 2569.986816
	Iteration 20F: 3 clusters Score -346247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -346251.562500 Penalty: 2569.986816
	Iteration 21Q: 3 clusters Score -346251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -346256.125000 Penalty: 2569.986816
	Iteration 22Q: 3 clusters Score -346256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -346259.093750 Penalty: 2569.986816
	Iteration 23Q: 3 clusters Score -346259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346263.437500 Penalty: 2569.986816
	Iteration 24Q: 3 clusters Score -346263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -346265.718750 Penalty: 2569.986816
	Iteration 25Q: 3 clusters Score -346265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -346270.000000 Penalty: 2569.986816
	Iteration 26Q: 3 clusters Score -346270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -346273.531250 Penalty: 2569.986816
	Iteration 27Q: 3 clusters Score -346273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -346277.156250 Penalty: 2569.986816
	Iteration 28Q: 3 clusters Score -346277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -346279.156250 Penalty: 2569.986816
	Iteration 29Q: 3 clusters Score -346279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -346284.531250 Penalty: 2569.986816
	Iteration 30Q: 3 clusters Score -346284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -346291.281250 Penalty: 2569.986816
	Iteration 31Q: 3 clusters Score -346291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -346295.812500 Penalty: 2569.986816
	Iteration 32Q: 3 clusters Score -346295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346301.406250 Penalty: 2569.986816
	Iteration 33Q: 3 clusters Score -346301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -346307.968750 Penalty: 2569.986816
	Iteration 34Q: 3 clusters Score -346308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -346316.875000 Penalty: 2569.986816
	Iteration 35Q: 3 clusters Score -346316.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -346321.593750 Penalty: 2569.986816
	Iteration 36Q: 3 clusters Score -346321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -346325.062500 Penalty: 2569.986816
	Iteration 37Q: 3 clusters Score -346325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -346327.625000 Penalty: 2569.986816
	Iteration 38Q: 3 clusters Score -346327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -346329.187500 Penalty: 2569.986816
	Iteration 39Q: 3 clusters Score -346329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -346331.000000 Penalty: 2569.986816
	Iteration 40F: 3 clusters Score -346331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -346333.500000 Penalty: 2569.986816
	Iteration 41Q: 3 clusters Score -346333.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346336.125000 Penalty: 2569.986816
	Iteration 42Q: 3 clusters Score -346336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -346337.750000 Penalty: 2569.986816
	Iteration 43Q: 3 clusters Score -346337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -346340.000000 Penalty: 2569.986816
	Iteration 44Q: 3 clusters Score -346340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -346342.093750 Penalty: 2569.986816
	Iteration 45Q: 3 clusters Score -346342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -346343.500000 Penalty: 2569.986816
	Iteration 46Q: 3 clusters Score -346343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -346343.375000 Penalty: 2569.986816
	Iteration 47Q: 3 clusters Score -346343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -346343.531250 Penalty: 2569.986816
	Iteration 48Q: 3 clusters Score -346343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -346344.093750 Penalty: 2569.986816
	Iteration 49Q: 3 clusters Score -346344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346343.875000 Penalty: 2569.986816
	Iteration 50Q: 3 clusters Score -346343.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346343.875000 Penalty: 2569.986816
	Iteration 51F: 3 clusters Score -346343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -216424.718750 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -216424.7 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 825 members 
Entering Unmasked Estep 
Score: -214583.968750 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -214584 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -214953.078125 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -214953.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215072.468750 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -215072.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215156.203125 Penalty: 2407.180908
	Iteration 3F: 3 clusters Score -215156.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215211.828125 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -215211.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215275.703125 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -215275.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215337.156250 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -215337.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215393.093750 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -215393.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215434.531250 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -215434.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215476.062500 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -215476.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -215512.921875 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -215512.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215549.062500 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -215549.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -215571.968750 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -215572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215596.343750 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -215596.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -215612.296875 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -215612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -215624.593750 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -215624.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215636.078125 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -215636.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215644.609375 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -215644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215652.296875 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -215652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215658.078125 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -215658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215662.437500 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -215662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215668.625000 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -215668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -215678.609375 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -215678.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -215694.406250 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -215694.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215712.046875 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -215712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -215725.406250 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -215725.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -215740.625000 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -215740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -215751.546875 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -215751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -215763.968750 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -215764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -215785.468750 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -215785.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -215804.562500 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -215804.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -215817.453125 Penalty: 2407.180908
	Iteration 31Q: 3 clusters Score -215817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -215823.453125 Penalty: 2407.180908
	Iteration 32Q: 3 clusters Score -215823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215830.593750 Penalty: 2407.180908
	Iteration 33Q: 3 clusters Score -215830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215838.375000 Penalty: 2407.180908
	Iteration 34Q: 3 clusters Score -215838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -215849.343750 Penalty: 2407.180908
	Iteration 35Q: 3 clusters Score -215849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -215861.484375 Penalty: 2407.180908
	Iteration 36Q: 3 clusters Score -215861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215870.265625 Penalty: 2407.180908
	Iteration 37Q: 3 clusters Score -215870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -215876.437500 Penalty: 2407.180908
	Iteration 38Q: 3 clusters Score -215876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -215878.093750 Penalty: 2407.180908
	Iteration 39Q: 3 clusters Score -215878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215878.546875 Penalty: 2407.180908
	Iteration 40F: 3 clusters Score -215878.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 16436 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4524 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84899 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 1311 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 7215 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21211 members 
Mstep: Class 51 contains 3108 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1738 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1136 members 
Mstep: Class 58 contains 21027 members 
Mstep: Class 59 contains 724 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4702 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5023 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 416 members 
Mstep: Class 66 contains 624 members 
Mstep: Class 67 contains 1347 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8413 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2718 members 
Mstep: Class 74 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68980696.000000 Penalty: 171366.265625
Iteration 159Q: 81 clusters Score -6.89807e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 14906 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4507 members 
Mstep: Class 9 contains 4152 members 
Mstep: Class 10 contains 26944 members 
Mstep: Class 11 contains 56144 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 2919 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 118 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 75367 members 
Mstep: Class 28 contains 1308 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 3504 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1483 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 16418 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4523 members 
Mstep: Class 39 contains 2646 members 
Mstep: Class 40 contains 302 members 
Mstep: Class 41 contains 84872 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 1309 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76805 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 391 members 
Mstep: Class 48 contains 7217 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 21202 members 
Mstep: Class 51 contains 3167 members 
Mstep: Class 52 contains 2202 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1721 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1133 members 
Mstep: Class 58 contains 20496 members 
Mstep: Class 59 contains 725 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4675 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5010 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 418 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1405 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8491 members 
Mstep: Class 70 contains 295 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2771 members 
Mstep: Class 74 contains 1655 members 
Mstep: Class 75 contains 3496 members 
Mstep: Class 76 contains 299 members 
Mstep: Class 77 contains 227 members 
Mstep: Class 78 contains 5623 members 
Mstep: Class 79 contains 1543 members 
Mstep: Class 80 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 53. Lose 2039.914551 but Gain 2142.078125
Score: -68983800.000000 Penalty: 169224.187500
Iteration 160F: 80 clusters Score -6.89838e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 27028 members 
Mstep: Class 11 contains 56309 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 194 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 74758 members 
Mstep: Class 28 contains 1308 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 3649 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1482 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 15858 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2582 members 
Mstep: Class 40 contains 301 members 
Mstep: Class 41 contains 84883 members 
Mstep: Class 42 contains 2124 members 
Mstep: Class 43 contains 1307 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 76716 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 404 members 
Mstep: Class 48 contains 7222 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 21199 members 
Mstep: Class 51 contains 3154 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1125 members 
Mstep: Class 58 contains 20259 members 
Mstep: Class 59 contains 726 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4670 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 5006 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 446 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1429 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8473 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 940 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2782 members 
Mstep: Class 74 contains 1658 members 
Mstep: Class 75 contains 3526 members 
Mstep: Class 76 contains 308 members 
Mstep: Class 77 contains 268 members 
Mstep: Class 78 contains 5782 members 
Mstep: Class 79 contains 1554 members 
Mstep: Class 80 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986336.000000 Penalty: 169224.187500
Iteration 161Q: 80 clusters Score -6.898634e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 27056 members 
Mstep: Class 11 contains 56385 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 118 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 74419 members 
Mstep: Class 28 contains 1307 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 3785 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1482 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 15522 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2548 members 
Mstep: Class 40 contains 303 members 
Mstep: Class 41 contains 84922 members 
Mstep: Class 42 contains 2121 members 
Mstep: Class 43 contains 1305 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 76601 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 395 members 
Mstep: Class 48 contains 7236 members 
Mstep: Class 49 contains 159 members 
Mstep: Class 50 contains 21197 members 
Mstep: Class 51 contains 3160 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 440 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1119 members 
Mstep: Class 58 contains 20167 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1441 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8446 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 951 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2781 members 
Mstep: Class 74 contains 1655 members 
Mstep: Class 75 contains 3538 members 
Mstep: Class 76 contains 317 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 5867 members 
Mstep: Class 79 contains 1552 members 
Mstep: Class 80 contains 6953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68987464.000000 Penalty: 169224.187500
Iteration 162Q: 80 clusters Score -6.898746e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 435 members 
Mstep: Class 5 contains 14764 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 27088 members 
Mstep: Class 11 contains 56425 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 132 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 116 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 74272 members 
Mstep: Class 28 contains 1307 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1178 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1481 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 15252 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2515 members 
Mstep: Class 40 contains 303 members 
Mstep: Class 41 contains 84945 members 
Mstep: Class 42 contains 2117 members 
Mstep: Class 43 contains 1300 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 76491 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 383 members 
Mstep: Class 48 contains 7244 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 21186 members 
Mstep: Class 51 contains 3171 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 440 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1112 members 
Mstep: Class 58 contains 20149 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4654 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4990 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 433 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1449 members 
Mstep: Class 68 contains 709 members 
Mstep: Class 69 contains 8433 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 961 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2786 members 
Mstep: Class 74 contains 1658 members 
Mstep: Class 75 contains 3551 members 
Mstep: Class 76 contains 324 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 5932 members 
Mstep: Class 79 contains 1553 members 
Mstep: Class 80 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68987848.000000 Penalty: 169224.187500
Iteration 163Q: 80 clusters Score -6.898785e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 14728 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 27104 members 
Mstep: Class 11 contains 56485 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1760 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 74196 members 
Mstep: Class 28 contains 1306 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 3974 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1481 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 15006 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2488 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84968 members 
Mstep: Class 42 contains 2114 members 
Mstep: Class 43 contains 1297 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 76387 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 381 members 
Mstep: Class 48 contains 7256 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 21176 members 
Mstep: Class 51 contains 3187 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1110 members 
Mstep: Class 58 contains 20121 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4986 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 433 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1449 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8438 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 960 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2800 members 
Mstep: Class 74 contains 1655 members 
Mstep: Class 75 contains 3568 members 
Mstep: Class 76 contains 329 members 
Mstep: Class 77 contains 275 members 
Mstep: Class 78 contains 5994 members 
Mstep: Class 79 contains 1553 members 
Mstep: Class 80 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68988248.000000 Penalty: 169224.187500
Iteration 164Q: 80 clusters Score -6.898825e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 14694 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 4100 members 
Mstep: Class 10 contains 27129 members 
Mstep: Class 11 contains 56509 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1754 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1110 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 74138 members 
Mstep: Class 28 contains 1307 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4045 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1481 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 14789 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2469 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84979 members 
Mstep: Class 42 contains 2110 members 
Mstep: Class 43 contains 1297 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 76309 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 380 members 
Mstep: Class 48 contains 7263 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21173 members 
Mstep: Class 51 contains 3195 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1110 members 
Mstep: Class 58 contains 20093 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4646 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4979 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 433 members 
Mstep: Class 66 contains 621 members 
Mstep: Class 67 contains 1442 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8447 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 960 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2809 members 
Mstep: Class 74 contains 1652 members 
Mstep: Class 75 contains 3598 members 
Mstep: Class 76 contains 331 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6051 members 
Mstep: Class 79 contains 1550 members 
Mstep: Class 80 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68988472.000000 Penalty: 169224.187500
Iteration 165Q: 80 clusters Score -6.898847e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 14665 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4580 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 27139 members 
Mstep: Class 11 contains 56494 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1751 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 74118 members 
Mstep: Class 28 contains 1308 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4129 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1481 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 14612 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4515 members 
Mstep: Class 39 contains 2463 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84988 members 
Mstep: Class 42 contains 2106 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 76211 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7274 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21165 members 
Mstep: Class 51 contains 3207 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1108 members 
Mstep: Class 58 contains 20064 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4973 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 620 members 
Mstep: Class 67 contains 1428 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8462 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 961 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2817 members 
Mstep: Class 74 contains 1652 members 
Mstep: Class 75 contains 3619 members 
Mstep: Class 76 contains 334 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6106 members 
Mstep: Class 79 contains 1549 members 
Mstep: Class 80 contains 7977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68988840.000000 Penalty: 169224.187500
Iteration 166Q: 80 clusters Score -6.898884e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 14645 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 27153 members 
Mstep: Class 11 contains 56478 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1109 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 74117 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1481 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 14436 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4514 members 
Mstep: Class 39 contains 2461 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84981 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 1297 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 76103 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 7284 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21152 members 
Mstep: Class 51 contains 3219 members 
Mstep: Class 52 contains 2202 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1705 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1107 members 
Mstep: Class 58 contains 20033 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4965 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1422 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8472 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2830 members 
Mstep: Class 74 contains 1651 members 
Mstep: Class 75 contains 3645 members 
Mstep: Class 76 contains 336 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6159 members 
Mstep: Class 79 contains 1547 members 
Mstep: Class 80 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989104.000000 Penalty: 169224.187500
Iteration 167Q: 80 clusters Score -6.89891e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 27175 members 
Mstep: Class 11 contains 56476 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 74150 members 
Mstep: Class 28 contains 1310 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1479 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 14291 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4511 members 
Mstep: Class 39 contains 2457 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84980 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 1294 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75977 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7288 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21147 members 
Mstep: Class 51 contains 3220 members 
Mstep: Class 52 contains 2203 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1694 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1107 members 
Mstep: Class 58 contains 19976 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4646 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4962 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1414 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8473 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2844 members 
Mstep: Class 74 contains 1651 members 
Mstep: Class 75 contains 3671 members 
Mstep: Class 76 contains 339 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6191 members 
Mstep: Class 79 contains 1546 members 
Mstep: Class 80 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989288.000000 Penalty: 169224.187500
Iteration 168Q: 80 clusters Score -6.898929e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 14610 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4625 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 27205 members 
Mstep: Class 11 contains 56458 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 74169 members 
Mstep: Class 28 contains 1313 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 14182 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4510 members 
Mstep: Class 39 contains 2455 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84992 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 1293 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75877 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7292 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21142 members 
Mstep: Class 51 contains 3221 members 
Mstep: Class 52 contains 2204 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1692 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1107 members 
Mstep: Class 58 contains 19885 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4643 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4959 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8468 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2853 members 
Mstep: Class 74 contains 1651 members 
Mstep: Class 75 contains 3685 members 
Mstep: Class 76 contains 340 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6210 members 
Mstep: Class 79 contains 1545 members 
Mstep: Class 80 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989312.000000 Penalty: 169224.187500
Iteration 169Q: 80 clusters Score -6.898931e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 14595 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 4639 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 27228 members 
Mstep: Class 11 contains 56445 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 74200 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 3046 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4307 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1476 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 14088 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4508 members 
Mstep: Class 39 contains 2457 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84995 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 1296 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75792 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7293 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21137 members 
Mstep: Class 51 contains 3228 members 
Mstep: Class 52 contains 2205 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1107 members 
Mstep: Class 58 contains 19783 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4642 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4955 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1414 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8474 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2859 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 3704 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6230 members 
Mstep: Class 79 contains 1545 members 
Mstep: Class 80 contains 8561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989520.000000 Penalty: 169224.187500
Iteration 170Q: 80 clusters Score -6.898952e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 5 contains 14584 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 27253 members 
Mstep: Class 11 contains 56433 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 74226 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1476 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 13976 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4510 members 
Mstep: Class 39 contains 2474 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84994 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1295 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75718 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7294 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21134 members 
Mstep: Class 51 contains 3230 members 
Mstep: Class 52 contains 2203 members 
Mstep: Class 54 contains 437 members 
Mstep: Class 55 contains 1694 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1107 members 
Mstep: Class 58 contains 19682 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4644 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4949 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1412 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8481 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2865 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 3717 members 
Mstep: Class 76 contains 343 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6261 members 
Mstep: Class 79 contains 1544 members 
Mstep: Class 80 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989792.000000 Penalty: 169224.187500
Iteration 171Q: 80 clusters Score -6.898979e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 14574 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 27282 members 
Mstep: Class 11 contains 56408 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 74214 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 3068 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 13866 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4511 members 
Mstep: Class 39 contains 2473 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84987 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1294 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75646 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7297 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21134 members 
Mstep: Class 51 contains 3231 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 438 members 
Mstep: Class 55 contains 1698 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19603 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4948 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1420 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8482 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2873 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 3736 members 
Mstep: Class 76 contains 344 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6293 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68989840.000000 Penalty: 169224.187500
Iteration 172Q: 80 clusters Score -6.898984e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 14569 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 27318 members 
Mstep: Class 11 contains 56388 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 74235 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 13770 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4515 members 
Mstep: Class 39 contains 2470 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84999 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1293 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75578 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7302 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21134 members 
Mstep: Class 51 contains 3235 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 1699 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19534 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4642 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4948 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1427 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8478 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2873 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 3749 members 
Mstep: Class 76 contains 344 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6310 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 8918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990096.000000 Penalty: 169224.187500
Iteration 173Q: 80 clusters Score -6.89901e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 14564 members 
Mstep: Class 6 contains 3881 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 56354 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 74259 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 13684 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2465 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85006 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1294 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75506 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7302 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21136 members 
Mstep: Class 51 contains 3232 members 
Mstep: Class 52 contains 2202 members 
Mstep: Class 54 contains 440 members 
Mstep: Class 55 contains 1703 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19478 members 
Mstep: Class 59 contains 727 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4945 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1443 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8473 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2871 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 3759 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6331 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990176.000000 Penalty: 169224.187500
Iteration 174Q: 80 clusters Score -6.899018e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 14548 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 27386 members 
Mstep: Class 11 contains 56330 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4041 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1104 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 74306 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4427 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 13600 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2472 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85007 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1293 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75425 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7303 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21136 members 
Mstep: Class 51 contains 3228 members 
Mstep: Class 52 contains 2202 members 
Mstep: Class 54 contains 440 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19407 members 
Mstep: Class 59 contains 728 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4638 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4948 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1468 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8464 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2870 members 
Mstep: Class 74 contains 1649 members 
Mstep: Class 75 contains 3773 members 
Mstep: Class 76 contains 346 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6352 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990344.000000 Penalty: 169224.187500
Iteration 175Q: 80 clusters Score -6.899034e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 3905 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 4075 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 56314 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1104 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 74362 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4446 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13525 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 2475 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85013 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1294 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75350 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7302 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21132 members 
Mstep: Class 51 contains 3226 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19359 members 
Mstep: Class 59 contains 729 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4640 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4948 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1484 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8457 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2871 members 
Mstep: Class 74 contains 1648 members 
Mstep: Class 75 contains 3785 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6372 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990408.000000 Penalty: 169224.187500
Iteration 176Q: 80 clusters Score -6.899041e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 14506 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 27417 members 
Mstep: Class 11 contains 56307 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 74384 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 4457 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13437 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 2473 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85015 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1292 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75307 members 
Mstep: Class 46 contains 890 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7306 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21128 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 441 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19304 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4646 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4945 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1507 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8459 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2869 members 
Mstep: Class 74 contains 1646 members 
Mstep: Class 75 contains 3804 members 
Mstep: Class 76 contains 347 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6385 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990432.000000 Penalty: 169224.187500
Iteration 177Q: 80 clusters Score -6.899043e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 14481 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 56305 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 74431 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 4463 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13346 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2476 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85016 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1289 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75258 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7315 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21126 members 
Mstep: Class 51 contains 3226 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19239 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4941 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1512 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8458 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2868 members 
Mstep: Class 74 contains 1645 members 
Mstep: Class 75 contains 3825 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6402 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990424.000000 Penalty: 169224.187500
Iteration 178Q: 80 clusters Score -6.899042e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 14458 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 56294 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1104 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 74473 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 3093 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4473 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13246 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2483 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85018 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1289 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75226 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 7319 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21123 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1722 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19144 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4644 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4938 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1521 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8459 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2866 members 
Mstep: Class 74 contains 1644 members 
Mstep: Class 75 contains 3853 members 
Mstep: Class 76 contains 350 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6422 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990528.000000 Penalty: 169224.187500
Iteration 179Q: 80 clusters Score -6.899053e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 27491 members 
Mstep: Class 11 contains 56283 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 115 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 74498 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 3095 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4483 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13147 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2499 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85026 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1291 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75190 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 7319 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21120 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1727 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 19063 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4932 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 434 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1530 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8462 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2865 members 
Mstep: Class 74 contains 1645 members 
Mstep: Class 75 contains 3874 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6465 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990472.000000 Penalty: 169224.187500
Iteration 180F: 80 clusters Score -6.899047e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 27511 members 
Mstep: Class 11 contains 56275 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 74506 members 
Mstep: Class 28 contains 1337 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4491 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 13049 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2507 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85031 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1292 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 75158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 7324 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21118 members 
Mstep: Class 51 contains 3227 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 1735 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 18982 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4926 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 433 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1548 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8460 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2865 members 
Mstep: Class 74 contains 1646 members 
Mstep: Class 75 contains 3900 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 276 members 
Mstep: Class 78 contains 6486 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990800.000000 Penalty: 169224.187500
Iteration 181Q: 80 clusters Score -6.89908e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 27532 members 
Mstep: Class 11 contains 56271 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 74536 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 3088 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4499 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 12962 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85040 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1291 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 75115 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7324 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21115 members 
Mstep: Class 51 contains 3221 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 443 members 
Mstep: Class 55 contains 1742 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 18873 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4922 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 432 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1572 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8457 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2865 members 
Mstep: Class 74 contains 1646 members 
Mstep: Class 75 contains 3922 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 276 members 
Mstep: Class 78 contains 6502 members 
Mstep: Class 79 contains 1542 members 
Mstep: Class 80 contains 9779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990912.000000 Penalty: 169224.187500
Iteration 182Q: 80 clusters Score -6.899091e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 27537 members 
Mstep: Class 11 contains 56266 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 74547 members 
Mstep: Class 28 contains 1339 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 12870 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2523 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85047 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 75074 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7329 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21109 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1743 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 18768 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4643 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4920 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 432 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8457 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2864 members 
Mstep: Class 74 contains 1646 members 
Mstep: Class 75 contains 3961 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 6524 members 
Mstep: Class 79 contains 1541 members 
Mstep: Class 80 contains 9879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990696.000000 Penalty: 169224.187500
Iteration 183Q: 80 clusters Score -6.89907e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 27537 members 
Mstep: Class 11 contains 56271 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1994 members 
Mstep: Class 27 contains 74553 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 12780 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2530 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85049 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 75042 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7330 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21110 members 
Mstep: Class 51 contains 3230 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1746 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1106 members 
Mstep: Class 58 contains 18643 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4919 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 432 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1608 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8457 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2862 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 4002 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 279 members 
Mstep: Class 78 contains 6545 members 
Mstep: Class 79 contains 1541 members 
Mstep: Class 80 contains 9970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990776.000000 Penalty: 169224.187500
Iteration 184Q: 80 clusters Score -6.899078e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 27545 members 
Mstep: Class 11 contains 56272 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 74570 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3086 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4507 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 12697 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 2541 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85050 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1287 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74995 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7332 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21111 members 
Mstep: Class 51 contains 3224 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1748 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1105 members 
Mstep: Class 58 contains 18500 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4638 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4920 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1619 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8462 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2860 members 
Mstep: Class 74 contains 1646 members 
Mstep: Class 75 contains 4044 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6570 members 
Mstep: Class 79 contains 1541 members 
Mstep: Class 80 contains 10061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990960.000000 Penalty: 169224.187500
Iteration 185Q: 80 clusters Score -6.899096e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4820 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 27547 members 
Mstep: Class 11 contains 56265 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 74576 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4505 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 12635 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4521 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85041 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1287 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74946 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7338 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21109 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1748 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1105 members 
Mstep: Class 58 contains 18381 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4634 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4918 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1619 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8457 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2858 members 
Mstep: Class 74 contains 1645 members 
Mstep: Class 75 contains 4085 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6594 members 
Mstep: Class 79 contains 1541 members 
Mstep: Class 80 contains 10143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990960.000000 Penalty: 169224.187500
Iteration 186Q: 80 clusters Score -6.899096e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14363 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 27552 members 
Mstep: Class 11 contains 56253 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 74562 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12577 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4522 members 
Mstep: Class 39 contains 2564 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85025 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74922 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7340 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21110 members 
Mstep: Class 51 contains 3230 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1750 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1105 members 
Mstep: Class 58 contains 18275 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4638 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4915 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1623 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8450 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2857 members 
Mstep: Class 74 contains 1644 members 
Mstep: Class 75 contains 4122 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6608 members 
Mstep: Class 79 contains 1540 members 
Mstep: Class 80 contains 10225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68990992.000000 Penalty: 169224.187500
Iteration 187Q: 80 clusters Score -6.899099e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14352 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 27549 members 
Mstep: Class 11 contains 56239 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 74533 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3122 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4503 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12524 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4522 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85019 members 
Mstep: Class 42 contains 2101 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74914 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7340 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21111 members 
Mstep: Class 51 contains 3235 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1750 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1104 members 
Mstep: Class 58 contains 18162 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4914 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8450 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2856 members 
Mstep: Class 74 contains 1644 members 
Mstep: Class 75 contains 4170 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6618 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991240.000000 Penalty: 169224.187500
Iteration 188Q: 80 clusters Score -6.899124e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 27551 members 
Mstep: Class 11 contains 56228 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1719 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 74491 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12486 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4522 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85022 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74905 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7342 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21110 members 
Mstep: Class 51 contains 3236 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1747 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1103 members 
Mstep: Class 58 contains 18036 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4917 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8453 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2856 members 
Mstep: Class 74 contains 1643 members 
Mstep: Class 75 contains 4213 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6619 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991256.000000 Penalty: 169224.187500
Iteration 189Q: 80 clusters Score -6.899126e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 27555 members 
Mstep: Class 11 contains 56211 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 74473 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4504 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12450 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4522 members 
Mstep: Class 39 contains 2599 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85024 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74899 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7344 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21107 members 
Mstep: Class 51 contains 3236 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1753 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1101 members 
Mstep: Class 58 contains 17898 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4643 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4917 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1646 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8454 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2857 members 
Mstep: Class 74 contains 1643 members 
Mstep: Class 75 contains 4255 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6616 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991416.000000 Penalty: 169224.187500
Iteration 190Q: 80 clusters Score -6.899142e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14301 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 27562 members 
Mstep: Class 11 contains 56202 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 1980 members 
Mstep: Class 27 contains 74466 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 3121 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4508 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12405 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4523 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85028 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74856 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7345 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21108 members 
Mstep: Class 51 contains 3237 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1755 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1100 members 
Mstep: Class 58 contains 17743 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4920 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1654 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8460 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2856 members 
Mstep: Class 74 contains 1644 members 
Mstep: Class 75 contains 4293 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6617 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991568.000000 Penalty: 169224.187500
Iteration 191Q: 80 clusters Score -6.899157e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14284 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 27561 members 
Mstep: Class 11 contains 56192 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1977 members 
Mstep: Class 27 contains 74467 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4511 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12354 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4523 members 
Mstep: Class 39 contains 2626 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85025 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74799 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7345 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21106 members 
Mstep: Class 51 contains 3237 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1760 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1098 members 
Mstep: Class 58 contains 17591 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4644 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4921 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1660 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8464 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2854 members 
Mstep: Class 74 contains 1644 members 
Mstep: Class 75 contains 4338 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6625 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991672.000000 Penalty: 169224.187500
Iteration 192Q: 80 clusters Score -6.899167e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 27555 members 
Mstep: Class 11 contains 56181 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 74458 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4513 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12313 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4523 members 
Mstep: Class 39 contains 2636 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 85012 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74752 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7346 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 3237 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1767 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1098 members 
Mstep: Class 58 contains 17447 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4640 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4917 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1665 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8475 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2851 members 
Mstep: Class 74 contains 1645 members 
Mstep: Class 75 contains 4380 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6636 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991824.000000 Penalty: 169224.187500
Iteration 193Q: 80 clusters Score -6.899182e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14258 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 27564 members 
Mstep: Class 11 contains 56163 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 74444 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4519 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12278 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4523 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84998 members 
Mstep: Class 42 contains 2099 members 
Mstep: Class 43 contains 1284 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74693 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7348 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 3237 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1769 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1098 members 
Mstep: Class 58 contains 17281 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4640 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4912 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1667 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8493 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1645 members 
Mstep: Class 75 contains 4419 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6635 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991880.000000 Penalty: 169224.187500
Iteration 194Q: 80 clusters Score -6.899188e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14235 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 56150 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 74450 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1174 members 
Mstep: Class 32 contains 4522 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12248 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2680 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84981 members 
Mstep: Class 42 contains 2099 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74635 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7352 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21105 members 
Mstep: Class 51 contains 3238 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1771 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1096 members 
Mstep: Class 58 contains 17133 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4907 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1668 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8506 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2846 members 
Mstep: Class 74 contains 1647 members 
Mstep: Class 75 contains 4447 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6636 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 10964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992064.000000 Penalty: 169224.187500
Iteration 195Q: 80 clusters Score -6.899206e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14207 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 27574 members 
Mstep: Class 11 contains 56147 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 74450 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4522 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12213 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2700 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84959 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74593 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7354 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21108 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2197 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1779 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1094 members 
Mstep: Class 58 contains 17007 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4654 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4903 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1670 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8523 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2845 members 
Mstep: Class 74 contains 1650 members 
Mstep: Class 75 contains 4465 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6644 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992296.000000 Penalty: 169224.187500
Iteration 196Q: 80 clusters Score -6.89923e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14181 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4054 members 
Mstep: Class 10 contains 27576 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 74451 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4525 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12173 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4521 members 
Mstep: Class 39 contains 2720 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84941 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74549 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7358 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21105 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1785 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 16895 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4658 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4898 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8548 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2844 members 
Mstep: Class 74 contains 1653 members 
Mstep: Class 75 contains 4478 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6646 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992456.000000 Penalty: 169224.187500
Iteration 197Q: 80 clusters Score -6.899246e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14164 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 27578 members 
Mstep: Class 11 contains 56160 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 74484 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3093 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 32 contains 4528 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12134 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84910 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74471 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7363 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21103 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1799 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 16779 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4657 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4895 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 619 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8560 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2841 members 
Mstep: Class 74 contains 1656 members 
Mstep: Class 75 contains 4490 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992648.000000 Penalty: 169224.187500
Iteration 198Q: 80 clusters Score -6.899265e+07 nChanged 756
Entering ConstructFrom: 
Score: -68992648.000000 Penalty: 169224.187500
Entering ConstructFrom: 
Trying to split cluster 1 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -1269965.000000 Penalty: 1488.789307
	Iteration 0F: 2 clusters Score -1269965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1263107.000000 Penalty: 2977.578613
	Iteration 0F: 3 clusters Score -1263107 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1265353.500000 Penalty: 2977.578613
	Iteration 1F: 3 clusters Score -1265354 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1265596.625000 Penalty: 2977.578613
	Iteration 2F: 3 clusters Score -1265597 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1265767.750000 Penalty: 2977.578613
	Iteration 3Q: 3 clusters Score -1265768 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1265911.500000 Penalty: 2977.578613
	Iteration 4Q: 3 clusters Score -1265912 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1266043.500000 Penalty: 2977.578613
	Iteration 5Q: 3 clusters Score -1266044 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1266175.500000 Penalty: 2977.578613
	Iteration 6Q: 3 clusters Score -1266176 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1266314.125000 Penalty: 2977.578613
	Iteration 7Q: 3 clusters Score -1266314 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1266465.750000 Penalty: 2977.578613
	Iteration 8Q: 3 clusters Score -1266466 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1266617.750000 Penalty: 2977.578613
	Iteration 9Q: 3 clusters Score -1266618 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1266774.250000 Penalty: 2977.578613
	Iteration 10Q: 3 clusters Score -1266774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1266959.625000 Penalty: 2977.578613
	Iteration 11Q: 3 clusters Score -1266960 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1267175.750000 Penalty: 2977.578613
	Iteration 12Q: 3 clusters Score -1267176 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1267375.500000 Penalty: 2977.578613
	Iteration 13Q: 3 clusters Score -1267376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1267546.625000 Penalty: 2977.578613
	Iteration 14Q: 3 clusters Score -1267547 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1267734.500000 Penalty: 2977.578613
	Iteration 15Q: 3 clusters Score -1267734 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1267915.875000 Penalty: 2977.578613
	Iteration 16Q: 3 clusters Score -1267916 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1268075.250000 Penalty: 2977.578613
	Iteration 17Q: 3 clusters Score -1268075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1268215.250000 Penalty: 2977.578613
	Iteration 18Q: 3 clusters Score -1268215 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1268302.250000 Penalty: 2977.578613
	Iteration 19Q: 3 clusters Score -1268302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1268376.250000 Penalty: 2977.578613
	Iteration 20F: 3 clusters Score -1268376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1268429.250000 Penalty: 2977.578613
	Iteration 21Q: 3 clusters Score -1268429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1268458.500000 Penalty: 2977.578613
	Iteration 22Q: 3 clusters Score -1268458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1268493.250000 Penalty: 2977.578613
	Iteration 23Q: 3 clusters Score -1268493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1268511.500000 Penalty: 2977.578613
	Iteration 24Q: 3 clusters Score -1268512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1268531.250000 Penalty: 2977.578613
	Iteration 25Q: 3 clusters Score -1268531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1268543.750000 Penalty: 2977.578613
	Iteration 26Q: 3 clusters Score -1268544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1268557.625000 Penalty: 2977.578613
	Iteration 27Q: 3 clusters Score -1268558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1268566.750000 Penalty: 2977.578613
	Iteration 28Q: 3 clusters Score -1268567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1268577.500000 Penalty: 2977.578613
	Iteration 29Q: 3 clusters Score -1268578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1268588.000000 Penalty: 2977.578613
	Iteration 30Q: 3 clusters Score -1268588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1268594.000000 Penalty: 2977.578613
	Iteration 31Q: 3 clusters Score -1268594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1268597.375000 Penalty: 2977.578613
	Iteration 32Q: 3 clusters Score -1268597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1268604.750000 Penalty: 2977.578613
	Iteration 33Q: 3 clusters Score -1268605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1268611.250000 Penalty: 2977.578613
	Iteration 34Q: 3 clusters Score -1268611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1268615.875000 Penalty: 2977.578613
	Iteration 35Q: 3 clusters Score -1268616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1268623.250000 Penalty: 2977.578613
	Iteration 36Q: 3 clusters Score -1268623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1268625.750000 Penalty: 2977.578613
	Iteration 37Q: 3 clusters Score -1268626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1268635.875000 Penalty: 2977.578613
	Iteration 38Q: 3 clusters Score -1268636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1268639.875000 Penalty: 2977.578613
	Iteration 39Q: 3 clusters Score -1268640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1268641.875000 Penalty: 2977.578613
	Iteration 40F: 3 clusters Score -1268642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1268643.750000 Penalty: 2977.578613
	Iteration 41Q: 3 clusters Score -1268644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1268644.750000 Penalty: 2977.578613
	Iteration 42Q: 3 clusters Score -1268645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1268647.250000 Penalty: 2977.578613
	Iteration 43Q: 3 clusters Score -1268647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1268646.500000 Penalty: 2977.578613
	Iteration 44Q: 3 clusters Score -1268646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1268646.500000 Penalty: 2977.578613
	Iteration 45F: 3 clusters Score -1268646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -87858.539062 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -87858.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86577.664062 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -86577.66 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86912.968750 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -86912.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87039.445312 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -87039.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87100.718750 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -87100.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87147.039062 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -87147.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87186.492188 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -87186.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87236.859375 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -87236.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87314.312500 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -87314.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87409.492188 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -87409.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87492.328125 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -87492.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87541.648438 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -87541.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87576.296875 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -87576.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87614.656250 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -87614.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87644.500000 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -87644.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87684.625000 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -87684.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87720.359375 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -87720.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87763.484375 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -87763.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87801.390625 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -87801.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87841.781250 Penalty: 2165.932861
	Iteration 18Q: 3 clusters Score -87841.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87889.304688 Penalty: 2165.932861
	Iteration 19Q: 3 clusters Score -87889.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87920.226562 Penalty: 2165.932861
	Iteration 20F: 3 clusters Score -87920.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87929.421875 Penalty: 2165.932861
	Iteration 21Q: 3 clusters Score -87929.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87931.718750 Penalty: 2165.932861
	Iteration 22Q: 3 clusters Score -87931.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87932.656250 Penalty: 2165.932861
	Iteration 23Q: 3 clusters Score -87932.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87932.656250 Penalty: 2165.932861
	Iteration 24F: 3 clusters Score -87932.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14152 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 27582 members 
Mstep: Class 11 contains 56149 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 74522 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 3086 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2759 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84878 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74379 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7370 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1812 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 16675 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4662 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4892 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1695 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8567 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2842 members 
Mstep: Class 74 contains 1661 members 
Mstep: Class 75 contains 4507 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6665 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11303 members 
Entering Unmasked Estep 
Score: -68991752.000000 Penalty: 171366.265625
Splitting cluster 2 changes total score from -68992648.000000 to -68991752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -53364.433594 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -53364.43 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 186 members 
Entering Unmasked Estep 
Score: -52452.640625 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -52452.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52626.875000 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -52626.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52749.015625 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -52749.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52856.167969 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -52856.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52885.109375 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -52885.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52902.066406 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -52902.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52916.277344 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -52916.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52916.277344 Penalty: 1927.116455
	Iteration 7F: 3 clusters Score -52916.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -42600.503906 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -42600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41667.558594 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -41667.56 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41943.195312 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -41943.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42057.937500 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -42057.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42112.449219 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -42112.45 nChanged 11
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: -42152.292969 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -42152.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42180.464844 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -42180.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42189.574219 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -42189.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42191.414062 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -42191.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42196.238281 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -42196.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42206.488281 Penalty: 1982.603638
	Iteration 9Q: 3 clusters Score -42206.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42234.621094 Penalty: 1982.603638
	Iteration 10Q: 3 clusters Score -42234.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42240.332031 Penalty: 1982.603638
	Iteration 11Q: 3 clusters Score -42240.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42242.343750 Penalty: 1982.603638
	Iteration 12Q: 3 clusters Score -42242.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42242.343750 Penalty: 1982.603638
	Iteration 13F: 3 clusters Score -42242.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Entering Unmasked Estep 
Score: -1903019.000000 Penalty: 1553.111816
	Iteration 0F: 2 clusters Score -1903019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1893237.125000 Penalty: 3106.223633
	Iteration 0F: 3 clusters Score -1893237 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1896692.625000 Penalty: 3106.223633
	Iteration 1F: 3 clusters Score -1896693 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1897109.000000 Penalty: 3106.223633
	Iteration 2F: 3 clusters Score -1897109 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1897515.500000 Penalty: 3106.223633
	Iteration 3F: 3 clusters Score -1897516 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1897934.500000 Penalty: 3106.223633
	Iteration 4F: 3 clusters Score -1897934 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1898346.500000 Penalty: 3106.223633
	Iteration 5F: 3 clusters Score -1898346 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1898825.000000 Penalty: 3106.223633
	Iteration 6F: 3 clusters Score -1898825 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1899306.625000 Penalty: 3106.223633
	Iteration 7F: 3 clusters Score -1899307 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1899706.125000 Penalty: 3106.223633
	Iteration 8F: 3 clusters Score -1899706 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1899978.375000 Penalty: 3106.223633
	Iteration 9Q: 3 clusters Score -1899978 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1900165.125000 Penalty: 3106.223633
	Iteration 10Q: 3 clusters Score -1900165 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1900309.375000 Penalty: 3106.223633
	Iteration 11Q: 3 clusters Score -1900309 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1900392.375000 Penalty: 3106.223633
	Iteration 12Q: 3 clusters Score -1900392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1900469.500000 Penalty: 3106.223633
	Iteration 13Q: 3 clusters Score -1900470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1900514.000000 Penalty: 3106.223633
	Iteration 14Q: 3 clusters Score -1900514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1900540.000000 Penalty: 3106.223633
	Iteration 15Q: 3 clusters Score -1900540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1900553.375000 Penalty: 3106.223633
	Iteration 16Q: 3 clusters Score -1900553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1900559.500000 Penalty: 3106.223633
	Iteration 17Q: 3 clusters Score -1900560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1900568.625000 Penalty: 3106.223633
	Iteration 18Q: 3 clusters Score -1900569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1900580.750000 Penalty: 3106.223633
	Iteration 19Q: 3 clusters Score -1900581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1900579.625000 Penalty: 3106.223633
	Iteration 20F: 3 clusters Score -1900580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1900585.875000 Penalty: 3106.223633
	Iteration 21Q: 3 clusters Score -1900586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1900586.250000 Penalty: 3106.223633
	Iteration 22Q: 3 clusters Score -1900586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1900590.375000 Penalty: 3106.223633
	Iteration 23Q: 3 clusters Score -1900590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1900589.375000 Penalty: 3106.223633
	Iteration 24Q: 3 clusters Score -1900589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1900591.875000 Penalty: 3106.223633
	Iteration 25Q: 3 clusters Score -1900592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1900596.250000 Penalty: 3106.223633
	Iteration 26Q: 3 clusters Score -1900596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1900591.000000 Penalty: 3106.223633
	Iteration 27Q: 3 clusters Score -1900591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1900591.875000 Penalty: 3106.223633
	Iteration 28Q: 3 clusters Score -1900592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1900592.000000 Penalty: 3106.223633
	Iteration 29Q: 3 clusters Score -1900592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1900591.250000 Penalty: 3106.223633
	Iteration 30Q: 3 clusters Score -1900591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1900592.000000 Penalty: 3106.223633
	Iteration 31Q: 3 clusters Score -1900592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1900594.125000 Penalty: 3106.223633
	Iteration 32Q: 3 clusters Score -1900594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1900595.750000 Penalty: 3106.223633
	Iteration 33Q: 3 clusters Score -1900596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1900593.000000 Penalty: 3106.223633
	Iteration 34Q: 3 clusters Score -1900593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1900591.875000 Penalty: 3106.223633
	Iteration 35Q: 3 clusters Score -1900592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1900592.875000 Penalty: 3106.223633
	Iteration 36Q: 3 clusters Score -1900593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1900593.500000 Penalty: 3106.223633
	Iteration 37Q: 3 clusters Score -1900594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1900594.500000 Penalty: 3106.223633
	Iteration 38Q: 3 clusters Score -1900594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1900597.000000 Penalty: 3106.223633
	Iteration 39Q: 3 clusters Score -1900597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1900594.750000 Penalty: 3106.223633
	Iteration 40F: 3 clusters Score -1900595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1900595.750000 Penalty: 3106.223633
	Iteration 41Q: 3 clusters Score -1900596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1900594.625000 Penalty: 3106.223633
	Iteration 42Q: 3 clusters Score -1900595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1900594.750000 Penalty: 3106.223633
	Iteration 43Q: 3 clusters Score -1900595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1900594.125000 Penalty: 3106.223633
	Iteration 44Q: 3 clusters Score -1900594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1900594.125000 Penalty: 3106.223633
	Iteration 45F: 3 clusters Score -1900594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -695698.562500 Penalty: 1393.205688
	Iteration 0F: 2 clusters Score -695698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -691496.875000 Penalty: 2786.411377
	Iteration 0F: 3 clusters Score -691496.9 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -692661.062500 Penalty: 2786.411377
	Iteration 1F: 3 clusters Score -692661.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -692831.625000 Penalty: 2786.411377
	Iteration 2F: 3 clusters Score -692831.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -692934.562500 Penalty: 2786.411377
	Iteration 3Q: 3 clusters Score -692934.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -693019.812500 Penalty: 2786.411377
	Iteration 4Q: 3 clusters Score -693019.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -693089.875000 Penalty: 2786.411377
	Iteration 5Q: 3 clusters Score -693089.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -693150.812500 Penalty: 2786.411377
	Iteration 6Q: 3 clusters Score -693150.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -693209.875000 Penalty: 2786.411377
	Iteration 7Q: 3 clusters Score -693209.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -693269.687500 Penalty: 2786.411377
	Iteration 8Q: 3 clusters Score -693269.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -693323.562500 Penalty: 2786.411377
	Iteration 9Q: 3 clusters Score -693323.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -693372.562500 Penalty: 2786.411377
	Iteration 10Q: 3 clusters Score -693372.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -693424.375000 Penalty: 2786.411377
	Iteration 11Q: 3 clusters Score -693424.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -693498.187500 Penalty: 2786.411377
	Iteration 12Q: 3 clusters Score -693498.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -693573.312500 Penalty: 2786.411377
	Iteration 13Q: 3 clusters Score -693573.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -693647.750000 Penalty: 2786.411377
	Iteration 14Q: 3 clusters Score -693647.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -693717.750000 Penalty: 2786.411377
	Iteration 15Q: 3 clusters Score -693717.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -693769.000000 Penalty: 2786.411377
	Iteration 16Q: 3 clusters Score -693769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -693823.687500 Penalty: 2786.411377
	Iteration 17Q: 3 clusters Score -693823.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -693873.625000 Penalty: 2786.411377
	Iteration 18Q: 3 clusters Score -693873.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -693942.812500 Penalty: 2786.411377
	Iteration 19Q: 3 clusters Score -693942.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -694017.937500 Penalty: 2786.411377
	Iteration 20F: 3 clusters Score -694017.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -694079.437500 Penalty: 2786.411377
	Iteration 21Q: 3 clusters Score -694079.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -694137.000000 Penalty: 2786.411377
	Iteration 22Q: 3 clusters Score -694137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -694185.937500 Penalty: 2786.411377
	Iteration 23Q: 3 clusters Score -694185.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -694234.625000 Penalty: 2786.411377
	Iteration 24Q: 3 clusters Score -694234.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -694275.062500 Penalty: 2786.411377
	Iteration 25Q: 3 clusters Score -694275.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -694306.000000 Penalty: 2786.411377
	Iteration 26Q: 3 clusters Score -694306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -694338.312500 Penalty: 2786.411377
	Iteration 27Q: 3 clusters Score -694338.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -694372.625000 Penalty: 2786.411377
	Iteration 28Q: 3 clusters Score -694372.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -694401.562500 Penalty: 2786.411377
	Iteration 29Q: 3 clusters Score -694401.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -694426.312500 Penalty: 2786.411377
	Iteration 30Q: 3 clusters Score -694426.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -694436.312500 Penalty: 2786.411377
	Iteration 31Q: 3 clusters Score -694436.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -694447.125000 Penalty: 2786.411377
	Iteration 32Q: 3 clusters Score -694447.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -694458.187500 Penalty: 2786.411377
	Iteration 33Q: 3 clusters Score -694458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -694465.750000 Penalty: 2786.411377
	Iteration 34Q: 3 clusters Score -694465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -694470.437500 Penalty: 2786.411377
	Iteration 35Q: 3 clusters Score -694470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -694475.062500 Penalty: 2786.411377
	Iteration 36Q: 3 clusters Score -694475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -694478.375000 Penalty: 2786.411377
	Iteration 37Q: 3 clusters Score -694478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -694480.437500 Penalty: 2786.411377
	Iteration 38Q: 3 clusters Score -694480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -694483.062500 Penalty: 2786.411377
	Iteration 39Q: 3 clusters Score -694483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -694485.312500 Penalty: 2786.411377
	Iteration 40F: 3 clusters Score -694485.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -694486.437500 Penalty: 2786.411377
	Iteration 41Q: 3 clusters Score -694486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -694490.500000 Penalty: 2786.411377
	Iteration 42Q: 3 clusters Score -694490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -694493.125000 Penalty: 2786.411377
	Iteration 43Q: 3 clusters Score -694493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -694494.250000 Penalty: 2786.411377
	Iteration 44Q: 3 clusters Score -694494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -694497.062500 Penalty: 2786.411377
	Iteration 45Q: 3 clusters Score -694497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -694498.375000 Penalty: 2786.411377
	Iteration 46Q: 3 clusters Score -694498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -694499.125000 Penalty: 2786.411377
	Iteration 47Q: 3 clusters Score -694499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -694501.125000 Penalty: 2786.411377
	Iteration 48Q: 3 clusters Score -694501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -694501.562500 Penalty: 2786.411377
	Iteration 49Q: 3 clusters Score -694501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -694501.375000 Penalty: 2786.411377
	Iteration 50Q: 3 clusters Score -694501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -694501.375000 Penalty: 2786.411377
	Iteration 51F: 3 clusters Score -694501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -250582.281250 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -250582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -248561.734375 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -248561.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249035.187500 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -249035.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249117.843750 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -249117.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249157.968750 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -249158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249179.859375 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -249179.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -249200.515625 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -249200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -249216.140625 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -249216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249231.312500 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -249231.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249241.218750 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -249241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -249253.921875 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -249253.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -249268.937500 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -249268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249278.828125 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -249278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -249285.031250 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -249285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -249289.812500 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -249289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -249293.562500 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -249293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249298.046875 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -249298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -249304.140625 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -249304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249307.859375 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -249307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -249311.906250 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -249311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -249317.796875 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -249317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -249326.109375 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -249326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249330.921875 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -249330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -249333.375000 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -249333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -249335.109375 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -249335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -249336.531250 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -249336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -249337.156250 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -249337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -249338.437500 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -249338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -249338.890625 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -249338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -249339.796875 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -249339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249341.000000 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -249341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249342.750000 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -249342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249343.890625 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -249343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -249345.156250 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -249345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249346.859375 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -249346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -249348.984375 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -249349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249352.062500 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -249352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -249358.406250 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -249358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -249367.359375 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -249367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249372.171875 Penalty: 2455.158691
	Iteration 38Q: 3 clusters Score -249372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249376.921875 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -249376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249380.843750 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -249380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -249384.656250 Penalty: 2455.158691
	Iteration 41Q: 3 clusters Score -249384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -249385.843750 Penalty: 2455.158691
	Iteration 42Q: 3 clusters Score -249385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249387.984375 Penalty: 2455.158691
	Iteration 43Q: 3 clusters Score -249388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249389.109375 Penalty: 2455.158691
	Iteration 44Q: 3 clusters Score -249389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249390.343750 Penalty: 2455.158691
	Iteration 45Q: 3 clusters Score -249390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249390.765625 Penalty: 2455.158691
	Iteration 46Q: 3 clusters Score -249390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249391.031250 Penalty: 2455.158691
	Iteration 47Q: 3 clusters Score -249391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249391.031250 Penalty: 2455.158691
	Iteration 48F: 3 clusters Score -249391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -673293.687500 Penalty: 1386.974854
	Iteration 0F: 2 clusters Score -673293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -669234.250000 Penalty: 2773.949707
	Iteration 0F: 3 clusters Score -669234.2 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -670373.562500 Penalty: 2773.949707
	Iteration 1F: 3 clusters Score -670373.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -670543.750000 Penalty: 2773.949707
	Iteration 2F: 3 clusters Score -670543.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -670647.562500 Penalty: 2773.949707
	Iteration 3Q: 3 clusters Score -670647.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -670716.562500 Penalty: 2773.949707
	Iteration 4Q: 3 clusters Score -670716.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -670774.312500 Penalty: 2773.949707
	Iteration 5Q: 3 clusters Score -670774.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -670821.500000 Penalty: 2773.949707
	Iteration 6Q: 3 clusters Score -670821.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -670856.687500 Penalty: 2773.949707
	Iteration 7Q: 3 clusters Score -670856.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -670895.562500 Penalty: 2773.949707
	Iteration 8Q: 3 clusters Score -670895.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -670935.375000 Penalty: 2773.949707
	Iteration 9Q: 3 clusters Score -670935.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -670969.437500 Penalty: 2773.949707
	Iteration 10Q: 3 clusters Score -670969.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -670996.000000 Penalty: 2773.949707
	Iteration 11Q: 3 clusters Score -670996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -671032.250000 Penalty: 2773.949707
	Iteration 12Q: 3 clusters Score -671032.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -671069.750000 Penalty: 2773.949707
	Iteration 13Q: 3 clusters Score -671069.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -671105.250000 Penalty: 2773.949707
	Iteration 14Q: 3 clusters Score -671105.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -671150.437500 Penalty: 2773.949707
	Iteration 15Q: 3 clusters Score -671150.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -671187.000000 Penalty: 2773.949707
	Iteration 16Q: 3 clusters Score -671187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -671218.875000 Penalty: 2773.949707
	Iteration 17Q: 3 clusters Score -671218.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -671250.875000 Penalty: 2773.949707
	Iteration 18Q: 3 clusters Score -671250.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -671284.500000 Penalty: 2773.949707
	Iteration 19Q: 3 clusters Score -671284.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -671308.875000 Penalty: 2773.949707
	Iteration 20F: 3 clusters Score -671308.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -671338.875000 Penalty: 2773.949707
	Iteration 21Q: 3 clusters Score -671338.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -671377.687500 Penalty: 2773.949707
	Iteration 22Q: 3 clusters Score -671377.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -671418.937500 Penalty: 2773.949707
	Iteration 23Q: 3 clusters Score -671418.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -671453.750000 Penalty: 2773.949707
	Iteration 24Q: 3 clusters Score -671453.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -671479.500000 Penalty: 2773.949707
	Iteration 25Q: 3 clusters Score -671479.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -671507.250000 Penalty: 2773.949707
	Iteration 26Q: 3 clusters Score -671507.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -671533.687500 Penalty: 2773.949707
	Iteration 27Q: 3 clusters Score -671533.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -671560.312500 Penalty: 2773.949707
	Iteration 28Q: 3 clusters Score -671560.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -671582.687500 Penalty: 2773.949707
	Iteration 29Q: 3 clusters Score -671582.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -671608.000000 Penalty: 2773.949707
	Iteration 30Q: 3 clusters Score -671608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -671632.500000 Penalty: 2773.949707
	Iteration 31Q: 3 clusters Score -671632.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -671656.875000 Penalty: 2773.949707
	Iteration 32Q: 3 clusters Score -671656.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -671675.562500 Penalty: 2773.949707
	Iteration 33Q: 3 clusters Score -671675.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -671689.750000 Penalty: 2773.949707
	Iteration 34Q: 3 clusters Score -671689.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -671702.062500 Penalty: 2773.949707
	Iteration 35Q: 3 clusters Score -671702.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -671710.750000 Penalty: 2773.949707
	Iteration 36Q: 3 clusters Score -671710.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -671715.812500 Penalty: 2773.949707
	Iteration 37Q: 3 clusters Score -671715.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -671719.500000 Penalty: 2773.949707
	Iteration 38Q: 3 clusters Score -671719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -671723.562500 Penalty: 2773.949707
	Iteration 39Q: 3 clusters Score -671723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -671728.562500 Penalty: 2773.949707
	Iteration 40F: 3 clusters Score -671728.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -671733.937500 Penalty: 2773.949707
	Iteration 41Q: 3 clusters Score -671733.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -671740.875000 Penalty: 2773.949707
	Iteration 42Q: 3 clusters Score -671740.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -671750.000000 Penalty: 2773.949707
	Iteration 43Q: 3 clusters Score -671750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -671760.125000 Penalty: 2773.949707
	Iteration 44Q: 3 clusters Score -671760.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -671766.000000 Penalty: 2773.949707
	Iteration 45Q: 3 clusters Score -671766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -671777.000000 Penalty: 2773.949707
	Iteration 46Q: 3 clusters Score -671777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -671781.500000 Penalty: 2773.949707
	Iteration 47Q: 3 clusters Score -671781.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -671791.000000 Penalty: 2773.949707
	Iteration 48Q: 3 clusters Score -671791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -671795.625000 Penalty: 2773.949707
	Iteration 49Q: 3 clusters Score -671795.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -671802.250000 Penalty: 2773.949707
	Iteration 50Q: 3 clusters Score -671802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -671807.875000 Penalty: 2773.949707
	Iteration 51Q: 3 clusters Score -671807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -671813.937500 Penalty: 2773.949707
	Iteration 52Q: 3 clusters Score -671813.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -671824.062500 Penalty: 2773.949707
	Iteration 53Q: 3 clusters Score -671824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -671827.750000 Penalty: 2773.949707
	Iteration 54Q: 3 clusters Score -671827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -671832.125000 Penalty: 2773.949707
	Iteration 55Q: 3 clusters Score -671832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -671835.187500 Penalty: 2773.949707
	Iteration 56Q: 3 clusters Score -671835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -671840.062500 Penalty: 2773.949707
	Iteration 57Q: 3 clusters Score -671840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -671840.187500 Penalty: 2773.949707
	Iteration 58Q: 3 clusters Score -671840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -671843.875000 Penalty: 2773.949707
	Iteration 59Q: 3 clusters Score -671843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -671844.562500 Penalty: 2773.949707
	Iteration 60F: 3 clusters Score -671844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -671846.062500 Penalty: 2773.949707
	Iteration 61Q: 3 clusters Score -671846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -671846.625000 Penalty: 2773.949707
	Iteration 62Q: 3 clusters Score -671846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -671849.187500 Penalty: 2773.949707
	Iteration 63Q: 3 clusters Score -671849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -671851.125000 Penalty: 2773.949707
	Iteration 64Q: 3 clusters Score -671851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -671853.375000 Penalty: 2773.949707
	Iteration 65Q: 3 clusters Score -671853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -671854.750000 Penalty: 2773.949707
	Iteration 66Q: 3 clusters Score -671854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -671857.812500 Penalty: 2773.949707
	Iteration 67Q: 3 clusters Score -671857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -671859.437500 Penalty: 2773.949707
	Iteration 68Q: 3 clusters Score -671859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -671861.437500 Penalty: 2773.949707
	Iteration 69Q: 3 clusters Score -671861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -671863.562500 Penalty: 2773.949707
	Iteration 70Q: 3 clusters Score -671863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -671866.312500 Penalty: 2773.949707
	Iteration 71Q: 3 clusters Score -671866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -671867.937500 Penalty: 2773.949707
	Iteration 72Q: 3 clusters Score -671867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -671867.250000 Penalty: 2773.949707
	Iteration 73Q: 3 clusters Score -671867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -671871.375000 Penalty: 2773.949707
	Iteration 74Q: 3 clusters Score -671871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -671873.562500 Penalty: 2773.949707
	Iteration 75Q: 3 clusters Score -671873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -671875.187500 Penalty: 2773.949707
	Iteration 76Q: 3 clusters Score -671875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -671879.500000 Penalty: 2773.949707
	Iteration 77Q: 3 clusters Score -671879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -671879.562500 Penalty: 2773.949707
	Iteration 78Q: 3 clusters Score -671879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -671881.250000 Penalty: 2773.949707
	Iteration 79Q: 3 clusters Score -671881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -671880.500000 Penalty: 2773.949707
	Iteration 80F: 3 clusters Score -671880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -671882.000000 Penalty: 2773.949707
	Iteration 81Q: 3 clusters Score -671882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -671883.812500 Penalty: 2773.949707
	Iteration 82Q: 3 clusters Score -671883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -671884.375000 Penalty: 2773.949707
	Iteration 83Q: 3 clusters Score -671884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -671886.562500 Penalty: 2773.949707
	Iteration 84Q: 3 clusters Score -671886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -671887.625000 Penalty: 2773.949707
	Iteration 85Q: 3 clusters Score -671887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -671887.625000 Penalty: 2773.949707
	Iteration 86F: 3 clusters Score -671887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -537258.312500 Penalty: 1349.801636
	Iteration 0F: 2 clusters Score -537258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -533902.437500 Penalty: 2699.603271
	Iteration 0F: 3 clusters Score -533902.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -534765.187500 Penalty: 2699.603271
	Iteration 1F: 3 clusters Score -534765.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -534958.750000 Penalty: 2699.603271
	Iteration 2F: 3 clusters Score -534958.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -535082.562500 Penalty: 2699.603271
	Iteration 3Q: 3 clusters Score -535082.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -535197.000000 Penalty: 2699.603271
	Iteration 4Q: 3 clusters Score -535197 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -535295.875000 Penalty: 2699.603271
	Iteration 5Q: 3 clusters Score -535295.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -535385.187500 Penalty: 2699.603271
	Iteration 6Q: 3 clusters Score -535385.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -535462.500000 Penalty: 2699.603271
	Iteration 7Q: 3 clusters Score -535462.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -535532.437500 Penalty: 2699.603271
	Iteration 8Q: 3 clusters Score -535532.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -535597.187500 Penalty: 2699.603271
	Iteration 9Q: 3 clusters Score -535597.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -535657.000000 Penalty: 2699.603271
	Iteration 10Q: 3 clusters Score -535657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -535711.562500 Penalty: 2699.603271
	Iteration 11Q: 3 clusters Score -535711.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -535748.750000 Penalty: 2699.603271
	Iteration 12Q: 3 clusters Score -535748.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -535777.937500 Penalty: 2699.603271
	Iteration 13Q: 3 clusters Score -535777.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -535810.187500 Penalty: 2699.603271
	Iteration 14Q: 3 clusters Score -535810.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -535836.562500 Penalty: 2699.603271
	Iteration 15Q: 3 clusters Score -535836.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -535867.562500 Penalty: 2699.603271
	Iteration 16Q: 3 clusters Score -535867.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -535886.437500 Penalty: 2699.603271
	Iteration 17Q: 3 clusters Score -535886.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -535914.562500 Penalty: 2699.603271
	Iteration 18Q: 3 clusters Score -535914.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -535947.375000 Penalty: 2699.603271
	Iteration 19Q: 3 clusters Score -535947.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -535983.750000 Penalty: 2699.603271
	Iteration 20F: 3 clusters Score -535983.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -536028.437500 Penalty: 2699.603271
	Iteration 21Q: 3 clusters Score -536028.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -536067.437500 Penalty: 2699.603271
	Iteration 22Q: 3 clusters Score -536067.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -536103.375000 Penalty: 2699.603271
	Iteration 23Q: 3 clusters Score -536103.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -536150.187500 Penalty: 2699.603271
	Iteration 24Q: 3 clusters Score -536150.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -536196.125000 Penalty: 2699.603271
	Iteration 25Q: 3 clusters Score -536196.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -536242.062500 Penalty: 2699.603271
	Iteration 26Q: 3 clusters Score -536242.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -536287.875000 Penalty: 2699.603271
	Iteration 27Q: 3 clusters Score -536287.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -536326.125000 Penalty: 2699.603271
	Iteration 28Q: 3 clusters Score -536326.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -536356.312500 Penalty: 2699.603271
	Iteration 29Q: 3 clusters Score -536356.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -536385.812500 Penalty: 2699.603271
	Iteration 30Q: 3 clusters Score -536385.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -536413.312500 Penalty: 2699.603271
	Iteration 31Q: 3 clusters Score -536413.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -536437.875000 Penalty: 2699.603271
	Iteration 32Q: 3 clusters Score -536437.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -536451.750000 Penalty: 2699.603271
	Iteration 33Q: 3 clusters Score -536451.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536461.937500 Penalty: 2699.603271
	Iteration 34Q: 3 clusters Score -536461.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -536470.437500 Penalty: 2699.603271
	Iteration 35Q: 3 clusters Score -536470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -536477.937500 Penalty: 2699.603271
	Iteration 36Q: 3 clusters Score -536477.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -536481.875000 Penalty: 2699.603271
	Iteration 37Q: 3 clusters Score -536481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -536485.562500 Penalty: 2699.603271
	Iteration 38Q: 3 clusters Score -536485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -536487.187500 Penalty: 2699.603271
	Iteration 39Q: 3 clusters Score -536487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -536489.750000 Penalty: 2699.603271
	Iteration 40F: 3 clusters Score -536489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -536492.062500 Penalty: 2699.603271
	Iteration 41Q: 3 clusters Score -536492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -536492.625000 Penalty: 2699.603271
	Iteration 42Q: 3 clusters Score -536492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536492.812500 Penalty: 2699.603271
	Iteration 43Q: 3 clusters Score -536492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -536493.062500 Penalty: 2699.603271
	Iteration 44Q: 3 clusters Score -536493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536492.937500 Penalty: 2699.603271
	Iteration 45Q: 3 clusters Score -536492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536492.937500 Penalty: 2699.603271
	Iteration 46F: 3 clusters Score -536492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Entering Unmasked Estep 
Score: -3687114.750000 Penalty: 1661.549194
	Iteration 0F: 2 clusters Score -3687115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3668519.000000 Penalty: 3323.098389
	Iteration 0F: 3 clusters Score -3668519 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3675392.750000 Penalty: 3323.098389
	Iteration 1F: 3 clusters Score -3675393 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3675735.750000 Penalty: 3323.098389
	Iteration 2Q: 3 clusters Score -3675736 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3676107.000000 Penalty: 3323.098389
	Iteration 3Q: 3 clusters Score -3676107 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3676515.500000 Penalty: 3323.098389
	Iteration 4Q: 3 clusters Score -3676516 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3676970.250000 Penalty: 3323.098389
	Iteration 5Q: 3 clusters Score -3676970 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3677556.750000 Penalty: 3323.098389
	Iteration 6Q: 3 clusters Score -3677557 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3678293.250000 Penalty: 3323.098389
	Iteration 7F: 3 clusters Score -3678293 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3679346.500000 Penalty: 3323.098389
	Iteration 8F: 3 clusters Score -3679346 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3680792.500000 Penalty: 3323.098389
	Iteration 9F: 3 clusters Score -3680792 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3682351.250000 Penalty: 3323.098389
	Iteration 10F: 3 clusters Score -3682351 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3683657.250000 Penalty: 3323.098389
	Iteration 11F: 3 clusters Score -3683657 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3684502.500000 Penalty: 3323.098389
	Iteration 12Q: 3 clusters Score -3684502 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3685066.000000 Penalty: 3323.098389
	Iteration 13Q: 3 clusters Score -3685066 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3685389.750000 Penalty: 3323.098389
	Iteration 14Q: 3 clusters Score -3685390 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3685660.500000 Penalty: 3323.098389
	Iteration 15Q: 3 clusters Score -3685660 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3685846.500000 Penalty: 3323.098389
	Iteration 16Q: 3 clusters Score -3685846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3685983.500000 Penalty: 3323.098389
	Iteration 17Q: 3 clusters Score -3685984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3686080.000000 Penalty: 3323.098389
	Iteration 18Q: 3 clusters Score -3686080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3686143.500000 Penalty: 3323.098389
	Iteration 19Q: 3 clusters Score -3686144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3686187.750000 Penalty: 3323.098389
	Iteration 20F: 3 clusters Score -3686188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3686196.500000 Penalty: 3323.098389
	Iteration 21Q: 3 clusters Score -3686196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3686220.750000 Penalty: 3323.098389
	Iteration 22Q: 3 clusters Score -3686221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3686229.000000 Penalty: 3323.098389
	Iteration 23Q: 3 clusters Score -3686229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3686248.750000 Penalty: 3323.098389
	Iteration 24Q: 3 clusters Score -3686249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3686265.000000 Penalty: 3323.098389
	Iteration 25Q: 3 clusters Score -3686265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3686276.250000 Penalty: 3323.098389
	Iteration 26Q: 3 clusters Score -3686276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3686288.250000 Penalty: 3323.098389
	Iteration 27Q: 3 clusters Score -3686288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3686286.750000 Penalty: 3323.098389
	Iteration 28Q: 3 clusters Score -3686287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3686292.750000 Penalty: 3323.098389
	Iteration 29Q: 3 clusters Score -3686293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3686310.000000 Penalty: 3323.098389
	Iteration 30Q: 3 clusters Score -3686310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3686314.750000 Penalty: 3323.098389
	Iteration 31Q: 3 clusters Score -3686315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3686323.500000 Penalty: 3323.098389
	Iteration 32Q: 3 clusters Score -3686324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3686323.750000 Penalty: 3323.098389
	Iteration 33Q: 3 clusters Score -3686324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3686326.250000 Penalty: 3323.098389
	Iteration 34Q: 3 clusters Score -3686326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3686326.250000 Penalty: 3323.098389
	Iteration 35F: 3 clusters Score -3686326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Entering Unmasked Estep 
Score: -7457909.000000 Penalty: 1777.061646
	Iteration 0F: 2 clusters Score -7457909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -7420596.000000 Penalty: 3554.123291
	Iteration 0F: 3 clusters Score -7420596 nChanged 26308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -7436120.000000 Penalty: 3554.123291
	Iteration 1F: 3 clusters Score -7436120 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -7436841.500000 Penalty: 3554.123291
	Iteration 2Q: 3 clusters Score -7436842 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7437656.500000 Penalty: 3554.123291
	Iteration 3Q: 3 clusters Score -7437656 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -7438848.500000 Penalty: 3554.123291
	Iteration 4Q: 3 clusters Score -7438848 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -7440382.500000 Penalty: 3554.123291
	Iteration 5F: 3 clusters Score -7440382 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -7442689.500000 Penalty: 3554.123291
	Iteration 6F: 3 clusters Score -7442690 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -7445778.500000 Penalty: 3554.123291
	Iteration 7F: 3 clusters Score -7445778 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -7449250.500000 Penalty: 3554.123291
	Iteration 8F: 3 clusters Score -7449250 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7452179.000000 Penalty: 3554.123291
	Iteration 9F: 3 clusters Score -7452179 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7454167.500000 Penalty: 3554.123291
	Iteration 10Q: 3 clusters Score -7454168 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7455208.000000 Penalty: 3554.123291
	Iteration 11Q: 3 clusters Score -7455208 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7455756.500000 Penalty: 3554.123291
	Iteration 12Q: 3 clusters Score -7455756 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7455950.000000 Penalty: 3554.123291
	Iteration 13Q: 3 clusters Score -7455950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7456129.500000 Penalty: 3554.123291
	Iteration 14Q: 3 clusters Score -7456130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7456209.000000 Penalty: 3554.123291
	Iteration 15Q: 3 clusters Score -7456209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7456275.000000 Penalty: 3554.123291
	Iteration 16Q: 3 clusters Score -7456275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7456320.500000 Penalty: 3554.123291
	Iteration 17Q: 3 clusters Score -7456320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7456345.000000 Penalty: 3554.123291
	Iteration 18Q: 3 clusters Score -7456345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7456358.000000 Penalty: 3554.123291
	Iteration 19Q: 3 clusters Score -7456358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7456382.000000 Penalty: 3554.123291
	Iteration 20F: 3 clusters Score -7456382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7456375.500000 Penalty: 3554.123291
	Iteration 21Q: 3 clusters Score -7456376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7456380.500000 Penalty: 3554.123291
	Iteration 22Q: 3 clusters Score -7456380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7456380.500000 Penalty: 3554.123291
	Iteration 23F: 3 clusters Score -7456380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -34712.539062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -34712.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33855.789062 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -33855.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33941.316406 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -33941.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33951.886719 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -33951.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33952.617188 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -33952.62 nChanged 0
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: -33952.617188 Penalty: 1821.885620
	Iteration 4F: 3 clusters Score -33952.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -235939.625000 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -235939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233952.656250 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -233952.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234399.000000 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -234399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234521.500000 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -234521.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -234604.703125 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -234604.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -234675.453125 Penalty: 2435.689697
	Iteration 4Q: 3 clusters Score -234675.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -234725.890625 Penalty: 2435.689697
	Iteration 5Q: 3 clusters Score -234725.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -234775.125000 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -234775.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234820.421875 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -234820.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234877.328125 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -234877.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234959.031250 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -234959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235096.515625 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -235096.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -235295.968750 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -235296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235485.031250 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -235485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235626.140625 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -235626.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -235742.437500 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -235742.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235799.968750 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -235800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -235833.453125 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -235833.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235853.203125 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -235853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -235864.593750 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -235864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235868.125000 Penalty: 2435.689697
	Iteration 19Q: 3 clusters Score -235868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235870.328125 Penalty: 2435.689697
	Iteration 20F: 3 clusters Score -235870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -235871.125000 Penalty: 2435.689697
	Iteration 21Q: 3 clusters Score -235871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235871.312500 Penalty: 2435.689697
	Iteration 22Q: 3 clusters Score -235871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235871.312500 Penalty: 2435.689697
	Iteration 23F: 3 clusters Score -235871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6341.283691 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -6341.284 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 63 members 
Entering Unmasked Estep 
Score: -5710.812500 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -5710.812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5748.267578 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -5748.268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5760.107422 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -5760.107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5770.667969 Penalty: 1589.363403
	Iteration 3Q: 3 clusters Score -5770.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5770.667969 Penalty: 1589.363403
	Iteration 4F: 3 clusters Score -5770.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -217608.234375 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -217608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215724.125000 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -215724.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -216121.296875 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -216121.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216231.765625 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -216231.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -216302.515625 Penalty: 2418.238525
	Iteration 3Q: 3 clusters Score -216302.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216365.421875 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -216365.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216429.546875 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -216429.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216505.796875 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -216505.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216610.171875 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -216610.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -216683.343750 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -216683.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -216726.921875 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -216726.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -216757.296875 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -216757.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -216782.703125 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -216782.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -216807.093750 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -216807.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -216831.109375 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -216831.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -216857.625000 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -216857.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -216874.968750 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -216875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216887.390625 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -216887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -216897.343750 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -216897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -216903.468750 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -216903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -216907.796875 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -216907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -216913.312500 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -216913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -216919.390625 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -216919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -216923.156250 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -216923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -216925.562500 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -216925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -216927.265625 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -216927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -216927.890625 Penalty: 2418.238525
	Iteration 25Q: 3 clusters Score -216927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -216929.359375 Penalty: 2418.238525
	Iteration 26Q: 3 clusters Score -216929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -216929.703125 Penalty: 2418.238525
	Iteration 27Q: 3 clusters Score -216929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -216929.703125 Penalty: 2418.238525
	Iteration 28F: 3 clusters Score -216929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -354345.906250 Penalty: 1287.426392
	Iteration 0F: 2 clusters Score -354345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -351760.906250 Penalty: 2574.852783
	Iteration 0F: 3 clusters Score -351760.9 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -352382.593750 Penalty: 2574.852783
	Iteration 1F: 3 clusters Score -352382.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -352532.468750 Penalty: 2574.852783
	Iteration 2F: 3 clusters Score -352532.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352628.031250 Penalty: 2574.852783
	Iteration 3F: 3 clusters Score -352628 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352708.781250 Penalty: 2574.852783
	Iteration 4Q: 3 clusters Score -352708.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -352778.500000 Penalty: 2574.852783
	Iteration 5Q: 3 clusters Score -352778.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -352839.312500 Penalty: 2574.852783
	Iteration 6Q: 3 clusters Score -352839.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -352876.062500 Penalty: 2574.852783
	Iteration 7Q: 3 clusters Score -352876.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -352914.625000 Penalty: 2574.852783
	Iteration 8Q: 3 clusters Score -352914.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352944.781250 Penalty: 2574.852783
	Iteration 9Q: 3 clusters Score -352944.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -352985.562500 Penalty: 2574.852783
	Iteration 10Q: 3 clusters Score -352985.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -353018.781250 Penalty: 2574.852783
	Iteration 11Q: 3 clusters Score -353018.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -353049.218750 Penalty: 2574.852783
	Iteration 12Q: 3 clusters Score -353049.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -353077.062500 Penalty: 2574.852783
	Iteration 13Q: 3 clusters Score -353077.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -353100.875000 Penalty: 2574.852783
	Iteration 14Q: 3 clusters Score -353100.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -353129.718750 Penalty: 2574.852783
	Iteration 15Q: 3 clusters Score -353129.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -353152.031250 Penalty: 2574.852783
	Iteration 16Q: 3 clusters Score -353152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -353166.937500 Penalty: 2574.852783
	Iteration 17Q: 3 clusters Score -353166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -353177.718750 Penalty: 2574.852783
	Iteration 18Q: 3 clusters Score -353177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -353186.031250 Penalty: 2574.852783
	Iteration 19Q: 3 clusters Score -353186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -353192.718750 Penalty: 2574.852783
	Iteration 20F: 3 clusters Score -353192.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -353202.937500 Penalty: 2574.852783
	Iteration 21Q: 3 clusters Score -353202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -353211.906250 Penalty: 2574.852783
	Iteration 22Q: 3 clusters Score -353211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -353220.468750 Penalty: 2574.852783
	Iteration 23Q: 3 clusters Score -353220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -353225.687500 Penalty: 2574.852783
	Iteration 24Q: 3 clusters Score -353225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -353228.812500 Penalty: 2574.852783
	Iteration 25Q: 3 clusters Score -353228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -353230.281250 Penalty: 2574.852783
	Iteration 26Q: 3 clusters Score -353230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -353230.312500 Penalty: 2574.852783
	Iteration 27Q: 3 clusters Score -353230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -353231.406250 Penalty: 2574.852783
	Iteration 28Q: 3 clusters Score -353231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -353231.500000 Penalty: 2574.852783
	Iteration 29Q: 3 clusters Score -353231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -353231.500000 Penalty: 2574.852783
	Iteration 30F: 3 clusters Score -353231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161460.078125 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161460.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161766.328125 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161766.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161839.203125 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161839.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161879.468750 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -161879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161932.234375 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -161932.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161993.343750 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -161993.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162050.109375 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -162050.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162089.546875 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162089.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -162132.218750 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162132.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -162179.078125 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162179.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162225.843750 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -162261.859375 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162261.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -162294.921875 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -162310.906250 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162310.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -162331.921875 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162331.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -162347.906250 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -162356.968750 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -162361.390625 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -162366.531250 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -162366.531250 Penalty: 2263.036865
	Iteration 19F: 3 clusters Score -162366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -492252.968750 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -492253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -489001.593750 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -489001.6 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -490046.187500 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -490046.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -490349.218750 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -490349.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -490632.875000 Penalty: 2682.383545
	Iteration 3F: 3 clusters Score -490632.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -490893.500000 Penalty: 2682.383545
	Iteration 4F: 3 clusters Score -490893.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -491112.125000 Penalty: 2682.383545
	Iteration 5F: 3 clusters Score -491112.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -491287.250000 Penalty: 2682.383545
	Iteration 6Q: 3 clusters Score -491287.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -491425.531250 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -491425.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -491539.531250 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -491539.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -491651.625000 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -491651.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -491753.875000 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -491753.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -491847.937500 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -491847.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -491915.687500 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -491915.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -491963.656250 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -491963.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -492001.250000 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -492001.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -492027.062500 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -492027.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -492041.000000 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -492041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -492053.593750 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -492053.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -492062.000000 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -492062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -492068.281250 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -492068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -492073.375000 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -492073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -492076.187500 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -492076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -492081.625000 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -492081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -492088.156250 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -492088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -492096.406250 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -492096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -492108.343750 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -492108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -492115.437500 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -492115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -492116.468750 Penalty: 2682.383545
	Iteration 27Q: 3 clusters Score -492116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -492116.562500 Penalty: 2682.383545
	Iteration 28Q: 3 clusters Score -492116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -492116.562500 Penalty: 2682.383545
	Iteration 29F: 3 clusters Score -492116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -169572.828125 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -169572.8 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 697 members 
Entering Unmasked Estep 
Score: -167871.765625 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -167871.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168223.968750 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -168224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168343.515625 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -168343.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -168461.062500 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -168461.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168565.375000 Penalty: 2345.191895
	Iteration 4F: 3 clusters Score -168565.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168678.484375 Penalty: 2345.191895
	Iteration 5F: 3 clusters Score -168678.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168781.390625 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -168781.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168893.171875 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -168893.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168945.281250 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -168945.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168971.046875 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -168971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168991.281250 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -168991.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169005.812500 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -169005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169017.109375 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -169017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169031.203125 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -169031.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169044.625000 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -169044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169052.453125 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -169052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169059.875000 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -169059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169062.750000 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -169062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -169066.703125 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -169066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169069.343750 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -169069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169071.640625 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -169071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -169076.750000 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -169076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -169078.921875 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -169078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -169080.406250 Penalty: 2345.191895
	Iteration 23Q: 3 clusters Score -169080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -169084.171875 Penalty: 2345.191895
	Iteration 24Q: 3 clusters Score -169084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169087.968750 Penalty: 2345.191895
	Iteration 25Q: 3 clusters Score -169088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169089.031250 Penalty: 2345.191895
	Iteration 26Q: 3 clusters Score -169089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -169094.562500 Penalty: 2345.191895
	Iteration 27Q: 3 clusters Score -169094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -169108.000000 Penalty: 2345.191895
	Iteration 28Q: 3 clusters Score -169108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169113.937500 Penalty: 2345.191895
	Iteration 29Q: 3 clusters Score -169113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169115.578125 Penalty: 2345.191895
	Iteration 30Q: 3 clusters Score -169115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169117.093750 Penalty: 2345.191895
	Iteration 31Q: 3 clusters Score -169117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -169119.140625 Penalty: 2345.191895
	Iteration 32Q: 3 clusters Score -169119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169123.000000 Penalty: 2345.191895
	Iteration 33Q: 3 clusters Score -169123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169131.734375 Penalty: 2345.191895
	Iteration 34Q: 3 clusters Score -169131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169133.156250 Penalty: 2345.191895
	Iteration 35Q: 3 clusters Score -169133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169134.046875 Penalty: 2345.191895
	Iteration 36Q: 3 clusters Score -169134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169134.046875 Penalty: 2345.191895
	Iteration 37F: 3 clusters Score -169134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -20245.320312 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -20245.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19663.060547 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19663.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19846.126953 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19846.13 nChanged 17
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: -19926.003906 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -19926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20011.205078 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -20011.21 nChanged 5
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: -20079.253906 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -20079.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20089.044922 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -20089.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20089.044922 Penalty: 1725.187012
	Iteration 6F: 3 clusters Score -20089.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -51847.781250 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -51847.78 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 223 members 
Entering Unmasked Estep 
Score: -50823.375000 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -50823.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50966.667969 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -50966.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51014.992188 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -51014.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51035.992188 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -51035.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51047.242188 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -51047.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51051.304688 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -51051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51053.527344 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -51053.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51054.148438 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -51054.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51057.492188 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -51057.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51059.468750 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -51059.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51063.671875 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -51063.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51068.718750 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -51068.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51072.941406 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -51072.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51074.371094 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -51074.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51074.371094 Penalty: 1960.753052
	Iteration 14F: 3 clusters Score -51074.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -65698.976562 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -65698.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64624.984375 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -64624.98 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64855.289062 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -64855.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64965.351562 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -64965.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65058.867188 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -65058.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65133.687500 Penalty: 2041.128662
	Iteration 4Q: 3 clusters Score -65133.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65170.000000 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -65170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65191.613281 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -65191.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65211.839844 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -65211.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65222.222656 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -65222.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65228.125000 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -65228.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65229.964844 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -65229.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65230.871094 Penalty: 2041.128662
	Iteration 11Q: 3 clusters Score -65230.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65233.277344 Penalty: 2041.128662
	Iteration 12Q: 3 clusters Score -65233.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65238.179688 Penalty: 2041.128662
	Iteration 13Q: 3 clusters Score -65238.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65239.339844 Penalty: 2041.128662
	Iteration 14Q: 3 clusters Score -65239.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65240.957031 Penalty: 2041.128662
	Iteration 15Q: 3 clusters Score -65240.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65242.363281 Penalty: 2041.128662
	Iteration 16Q: 3 clusters Score -65242.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65247.781250 Penalty: 2041.128662
	Iteration 17Q: 3 clusters Score -65247.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65251.347656 Penalty: 2041.128662
	Iteration 18Q: 3 clusters Score -65251.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65260.921875 Penalty: 2041.128662
	Iteration 19Q: 3 clusters Score -65260.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65270.605469 Penalty: 2041.128662
	Iteration 20F: 3 clusters Score -65270.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65279.894531 Penalty: 2041.128662
	Iteration 21Q: 3 clusters Score -65279.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65305.394531 Penalty: 2041.128662
	Iteration 22Q: 3 clusters Score -65305.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65326.476562 Penalty: 2041.128662
	Iteration 23Q: 3 clusters Score -65326.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65346.812500 Penalty: 2041.128662
	Iteration 24Q: 3 clusters Score -65346.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65369.097656 Penalty: 2041.128662
	Iteration 25Q: 3 clusters Score -65369.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65385.238281 Penalty: 2041.128662
	Iteration 26Q: 3 clusters Score -65385.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65394.078125 Penalty: 2041.128662
	Iteration 27Q: 3 clusters Score -65394.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65396.289062 Penalty: 2041.128662
	Iteration 28Q: 3 clusters Score -65396.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65400.179688 Penalty: 2041.128662
	Iteration 29Q: 3 clusters Score -65400.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65404.132812 Penalty: 2041.128662
	Iteration 30Q: 3 clusters Score -65404.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65411.375000 Penalty: 2041.128662
	Iteration 31Q: 3 clusters Score -65411.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65436.496094 Penalty: 2041.128662
	Iteration 32Q: 3 clusters Score -65436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65451.949219 Penalty: 2041.128662
	Iteration 33Q: 3 clusters Score -65451.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65464.402344 Penalty: 2041.128662
	Iteration 34Q: 3 clusters Score -65464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65476.429688 Penalty: 2041.128662
	Iteration 35Q: 3 clusters Score -65476.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65501.550781 Penalty: 2041.128662
	Iteration 36Q: 3 clusters Score -65501.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65510.382812 Penalty: 2041.128662
	Iteration 37Q: 3 clusters Score -65510.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65517.980469 Penalty: 2041.128662
	Iteration 38Q: 3 clusters Score -65517.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65533.054688 Penalty: 2041.128662
	Iteration 39Q: 3 clusters Score -65533.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65566.179688 Penalty: 2041.128662
	Iteration 40F: 3 clusters Score -65566.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65612.179688 Penalty: 2041.128662
	Iteration 41Q: 3 clusters Score -65612.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65639.812500 Penalty: 2041.128662
	Iteration 42Q: 3 clusters Score -65639.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65657.242188 Penalty: 2041.128662
	Iteration 43Q: 3 clusters Score -65657.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65677.164062 Penalty: 2041.128662
	Iteration 44Q: 3 clusters Score -65677.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65695.046875 Penalty: 2041.128662
	Iteration 45Q: 3 clusters Score -65695.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65695.046875 Penalty: 2041.128662
	Iteration 46F: 3 clusters Score -65695.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -141259.140625 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -141259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139781.015625 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -139781 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140050.859375 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -140050.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140133.921875 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -140133.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140202.718750 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -140202.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140233.687500 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -140233.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140248.812500 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -140248.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140258.843750 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -140258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140265.421875 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -140265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140274.796875 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -140274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140278.296875 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -140278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140282.671875 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -140282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140286.453125 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -140286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140287.359375 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -140287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140287.359375 Penalty: 2276.586670
	Iteration 13F: 3 clusters Score -140287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -63511.707031 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -63511.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62487.390625 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -62487.39 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62708.968750 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -62708.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62842.089844 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -62842.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62892.152344 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -62892.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62933.894531 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -62933.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62955.675781 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -62955.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62968.468750 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -62968.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62972.753906 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -62972.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62979.691406 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -62979.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62985.066406 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -62985.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62989.460938 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -62989.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62994.265625 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -62994.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63006.722656 Penalty: 2011.185791
	Iteration 12Q: 3 clusters Score -63006.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63008.695312 Penalty: 2011.185791
	Iteration 13Q: 3 clusters Score -63008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63008.695312 Penalty: 2011.185791
	Iteration 14F: 3 clusters Score -63008.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -7795.812012 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -7795.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7323.714844 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -7323.715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7405.882324 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -7405.882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7419.259277 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -7419.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7421.746582 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -7421.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7423.504883 Penalty: 1536.401123
	Iteration 4Q: 3 clusters Score -7423.505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7423.504883 Penalty: 1536.401123
	Iteration 5F: 3 clusters Score -7423.505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -260076.140625 Penalty: 1232.690674
	Iteration 0F: 2 clusters Score -260076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -258038.078125 Penalty: 2465.381348
	Iteration 0F: 3 clusters Score -258038.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -258481.046875 Penalty: 2465.381348
	Iteration 1F: 3 clusters Score -258481 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -258573.109375 Penalty: 2465.381348
	Iteration 2F: 3 clusters Score -258573.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -258611.343750 Penalty: 2465.381348
	Iteration 3Q: 3 clusters Score -258611.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258640.890625 Penalty: 2465.381348
	Iteration 4Q: 3 clusters Score -258640.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258661.390625 Penalty: 2465.381348
	Iteration 5Q: 3 clusters Score -258661.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258681.703125 Penalty: 2465.381348
	Iteration 6Q: 3 clusters Score -258681.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258696.015625 Penalty: 2465.381348
	Iteration 7Q: 3 clusters Score -258696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -258714.015625 Penalty: 2465.381348
	Iteration 8Q: 3 clusters Score -258714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -258730.562500 Penalty: 2465.381348
	Iteration 9Q: 3 clusters Score -258730.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -258744.250000 Penalty: 2465.381348
	Iteration 10Q: 3 clusters Score -258744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258758.031250 Penalty: 2465.381348
	Iteration 11Q: 3 clusters Score -258758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -258763.500000 Penalty: 2465.381348
	Iteration 12Q: 3 clusters Score -258763.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -258767.859375 Penalty: 2465.381348
	Iteration 13Q: 3 clusters Score -258767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -258771.218750 Penalty: 2465.381348
	Iteration 14Q: 3 clusters Score -258771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258774.328125 Penalty: 2465.381348
	Iteration 15Q: 3 clusters Score -258774.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -258779.937500 Penalty: 2465.381348
	Iteration 16Q: 3 clusters Score -258779.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -258786.578125 Penalty: 2465.381348
	Iteration 17Q: 3 clusters Score -258786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -258795.687500 Penalty: 2465.381348
	Iteration 18Q: 3 clusters Score -258795.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -258807.546875 Penalty: 2465.381348
	Iteration 19Q: 3 clusters Score -258807.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258818.125000 Penalty: 2465.381348
	Iteration 20F: 3 clusters Score -258818.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -258832.437500 Penalty: 2465.381348
	Iteration 21Q: 3 clusters Score -258832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -258853.531250 Penalty: 2465.381348
	Iteration 22Q: 3 clusters Score -258853.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -258877.578125 Penalty: 2465.381348
	Iteration 23Q: 3 clusters Score -258877.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -258901.203125 Penalty: 2465.381348
	Iteration 24Q: 3 clusters Score -258901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258915.656250 Penalty: 2465.381348
	Iteration 25Q: 3 clusters Score -258915.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258929.312500 Penalty: 2465.381348
	Iteration 26Q: 3 clusters Score -258929.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -258949.484375 Penalty: 2465.381348
	Iteration 27Q: 3 clusters Score -258949.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -258965.109375 Penalty: 2465.381348
	Iteration 28Q: 3 clusters Score -258965.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -258981.375000 Penalty: 2465.381348
	Iteration 29Q: 3 clusters Score -258981.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -259004.156250 Penalty: 2465.381348
	Iteration 30Q: 3 clusters Score -259004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -259024.203125 Penalty: 2465.381348
	Iteration 31Q: 3 clusters Score -259024.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -259047.171875 Penalty: 2465.381348
	Iteration 32Q: 3 clusters Score -259047.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -259065.312500 Penalty: 2465.381348
	Iteration 33Q: 3 clusters Score -259065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -259080.937500 Penalty: 2465.381348
	Iteration 34Q: 3 clusters Score -259080.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -259088.203125 Penalty: 2465.381348
	Iteration 35Q: 3 clusters Score -259088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259093.343750 Penalty: 2465.381348
	Iteration 36Q: 3 clusters Score -259093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -259096.437500 Penalty: 2465.381348
	Iteration 37Q: 3 clusters Score -259096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -259100.250000 Penalty: 2465.381348
	Iteration 38Q: 3 clusters Score -259100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -259103.718750 Penalty: 2465.381348
	Iteration 39Q: 3 clusters Score -259103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -259106.109375 Penalty: 2465.381348
	Iteration 40F: 3 clusters Score -259106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -259110.750000 Penalty: 2465.381348
	Iteration 41Q: 3 clusters Score -259110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -259111.984375 Penalty: 2465.381348
	Iteration 42Q: 3 clusters Score -259112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -259113.796875 Penalty: 2465.381348
	Iteration 43Q: 3 clusters Score -259113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -259116.500000 Penalty: 2465.381348
	Iteration 44Q: 3 clusters Score -259116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -259119.328125 Penalty: 2465.381348
	Iteration 45Q: 3 clusters Score -259119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -259121.390625 Penalty: 2465.381348
	Iteration 46Q: 3 clusters Score -259121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -259121.390625 Penalty: 2465.381348
	Iteration 47F: 3 clusters Score -259121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Entering Unmasked Estep 
Score: -10121160.000000 Penalty: 1823.062988
	Iteration 0F: 2 clusters Score -1.012116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -10074489.000000 Penalty: 3646.125977
	Iteration 0F: 3 clusters Score -1.007449e+07 nChanged 35475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -10095300.000000 Penalty: 3646.125977
	Iteration 1F: 3 clusters Score -1.00953e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -10097152.000000 Penalty: 3646.125977
	Iteration 2F: 3 clusters Score -1.009715e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -10100413.000000 Penalty: 3646.125977
	Iteration 3F: 3 clusters Score -1.010041e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10105619.000000 Penalty: 3646.125977
	Iteration 4F: 3 clusters Score -1.010562e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -10111470.000000 Penalty: 3646.125977
	Iteration 5F: 3 clusters Score -1.011147e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -10116274.000000 Penalty: 3646.125977
	Iteration 6F: 3 clusters Score -1.011627e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -10119202.000000 Penalty: 3646.125977
	Iteration 7Q: 3 clusters Score -1.01192e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -10120632.000000 Penalty: 3646.125977
	Iteration 8Q: 3 clusters Score -1.012063e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -10120998.000000 Penalty: 3646.125977
	Iteration 9Q: 3 clusters Score -1.0121e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -10121177.000000 Penalty: 3646.125977
	Iteration 10Q: 3 clusters Score -1.012118e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -10121265.000000 Penalty: 3646.125977
	Iteration 11Q: 3 clusters Score -1.012126e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -10121301.000000 Penalty: 3646.125977
	Iteration 12Q: 3 clusters Score -1.01213e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -10121319.000000 Penalty: 3646.125977
	Iteration 13Q: 3 clusters Score -1.012132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -10121307.000000 Penalty: 3646.125977
	Iteration 14Q: 3 clusters Score -1.012131e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -10121321.000000 Penalty: 3646.125977
	Iteration 15Q: 3 clusters Score -1.012132e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -10121274.000000 Penalty: 3646.125977
	Iteration 16Q: 3 clusters Score -1.012127e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -10121229.000000 Penalty: 3646.125977
	Iteration 17Q: 3 clusters Score -1.012123e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -10121234.000000 Penalty: 3646.125977
	Iteration 18Q: 3 clusters Score -1.012123e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -10121210.000000 Penalty: 3646.125977
	Iteration 19Q: 3 clusters Score -1.012121e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -10121186.000000 Penalty: 3646.125977
	Iteration 20F: 3 clusters Score -1.012119e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -10121195.000000 Penalty: 3646.125977
	Iteration 21Q: 3 clusters Score -1.01212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -10121188.000000 Penalty: 3646.125977
	Iteration 22Q: 3 clusters Score -1.012119e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -10121139.000000 Penalty: 3646.125977
	Iteration 23Q: 3 clusters Score -1.012114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -10121140.000000 Penalty: 3646.125977
	Iteration 24Q: 3 clusters Score -1.012114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -10121142.000000 Penalty: 3646.125977
	Iteration 25Q: 3 clusters Score -1.012114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -10121135.000000 Penalty: 3646.125977
	Iteration 26Q: 3 clusters Score -1.012114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -10121140.000000 Penalty: 3646.125977
	Iteration 27Q: 3 clusters Score -1.012114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -10121145.000000 Penalty: 3646.125977
	Iteration 28Q: 3 clusters Score -1.012114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -10121152.000000 Penalty: 3646.125977
	Iteration 29Q: 3 clusters Score -1.012115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -10121160.000000 Penalty: 3646.125977
	Iteration 30Q: 3 clusters Score -1.012116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -10121156.000000 Penalty: 3646.125977
	Iteration 31Q: 3 clusters Score -1.012116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -10121156.000000 Penalty: 3646.125977
	Iteration 32Q: 3 clusters Score -1.012116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -10121146.000000 Penalty: 3646.125977
	Iteration 33Q: 3 clusters Score -1.012115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -10121149.000000 Penalty: 3646.125977
	Iteration 34Q: 3 clusters Score -1.012115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -10121156.000000 Penalty: 3646.125977
	Iteration 35Q: 3 clusters Score -1.012116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -10121152.000000 Penalty: 3646.125977
	Iteration 36Q: 3 clusters Score -1.012115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -10121146.000000 Penalty: 3646.125977
	Iteration 37Q: 3 clusters Score -1.012115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -10121134.000000 Penalty: 3646.125977
	Iteration 38Q: 3 clusters Score -1.012113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -10121116.000000 Penalty: 3646.125977
	Iteration 39Q: 3 clusters Score -1.012112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -10121102.000000 Penalty: 3646.125977
	Iteration 40F: 3 clusters Score -1.01211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -10121089.000000 Penalty: 3646.125977
	Iteration 41Q: 3 clusters Score -1.012109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -10121097.000000 Penalty: 3646.125977
	Iteration 42Q: 3 clusters Score -1.01211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -10121091.000000 Penalty: 3646.125977
	Iteration 43Q: 3 clusters Score -1.012109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -10121074.000000 Penalty: 3646.125977
	Iteration 44Q: 3 clusters Score -1.012107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -10121072.000000 Penalty: 3646.125977
	Iteration 45Q: 3 clusters Score -1.012107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -10121064.000000 Penalty: 3646.125977
	Iteration 46Q: 3 clusters Score -1.012106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -10121064.000000 Penalty: 3646.125977
	Iteration 47Q: 3 clusters Score -1.012106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -10121052.000000 Penalty: 3646.125977
	Iteration 48Q: 3 clusters Score -1.012105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -10121059.000000 Penalty: 3646.125977
	Iteration 49Q: 3 clusters Score -1.012106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -10121053.000000 Penalty: 3646.125977
	Iteration 50Q: 3 clusters Score -1.012105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -10121053.000000 Penalty: 3646.125977
	Iteration 51Q: 3 clusters Score -1.012105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -10121041.000000 Penalty: 3646.125977
	Iteration 52Q: 3 clusters Score -1.012104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -10121043.000000 Penalty: 3646.125977
	Iteration 53Q: 3 clusters Score -1.012104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -10121042.000000 Penalty: 3646.125977
	Iteration 54Q: 3 clusters Score -1.012104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -10121032.000000 Penalty: 3646.125977
	Iteration 55Q: 3 clusters Score -1.012103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -10121027.000000 Penalty: 3646.125977
	Iteration 56Q: 3 clusters Score -1.012103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -10121019.000000 Penalty: 3646.125977
	Iteration 57Q: 3 clusters Score -1.012102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -10121007.000000 Penalty: 3646.125977
	Iteration 58Q: 3 clusters Score -1.012101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -10120997.000000 Penalty: 3646.125977
	Iteration 59Q: 3 clusters Score -1.0121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -10120999.000000 Penalty: 3646.125977
	Iteration 60F: 3 clusters Score -1.0121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -10121002.000000 Penalty: 3646.125977
	Iteration 61Q: 3 clusters Score -1.0121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -10121001.000000 Penalty: 3646.125977
	Iteration 62Q: 3 clusters Score -1.0121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -10121008.000000 Penalty: 3646.125977
	Iteration 63Q: 3 clusters Score -1.012101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -10121004.000000 Penalty: 3646.125977
	Iteration 64Q: 3 clusters Score -1.0121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -10121003.000000 Penalty: 3646.125977
	Iteration 65Q: 3 clusters Score -1.0121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -10121003.000000 Penalty: 3646.125977
	Iteration 66F: 3 clusters Score -1.0121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -171834.546875 Penalty: 1170.068970
	Iteration 0F: 2 clusters Score -171834.5 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 685 members 
Entering Unmasked Estep 
Score: -170140.531250 Penalty: 2340.137939
	Iteration 0F: 3 clusters Score -170140.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -170487.265625 Penalty: 2340.137939
	Iteration 1F: 3 clusters Score -170487.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -170607.453125 Penalty: 2340.137939
	Iteration 2F: 3 clusters Score -170607.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -170660.781250 Penalty: 2340.137939
	Iteration 3Q: 3 clusters Score -170660.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170717.875000 Penalty: 2340.137939
	Iteration 4Q: 3 clusters Score -170717.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170771.484375 Penalty: 2340.137939
	Iteration 5Q: 3 clusters Score -170771.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170804.343750 Penalty: 2340.137939
	Iteration 6Q: 3 clusters Score -170804.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -170860.734375 Penalty: 2340.137939
	Iteration 7Q: 3 clusters Score -170860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170907.812500 Penalty: 2340.137939
	Iteration 8Q: 3 clusters Score -170907.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -170935.015625 Penalty: 2340.137939
	Iteration 9Q: 3 clusters Score -170935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -170963.750000 Penalty: 2340.137939
	Iteration 10Q: 3 clusters Score -170963.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -171002.843750 Penalty: 2340.137939
	Iteration 11Q: 3 clusters Score -171002.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -171063.656250 Penalty: 2340.137939
	Iteration 12Q: 3 clusters Score -171063.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171168.406250 Penalty: 2340.137939
	Iteration 13Q: 3 clusters Score -171168.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171272.250000 Penalty: 2340.137939
	Iteration 14Q: 3 clusters Score -171272.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171377.859375 Penalty: 2340.137939
	Iteration 15Q: 3 clusters Score -171377.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171432.062500 Penalty: 2340.137939
	Iteration 16Q: 3 clusters Score -171432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171464.203125 Penalty: 2340.137939
	Iteration 17Q: 3 clusters Score -171464.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171487.687500 Penalty: 2340.137939
	Iteration 18Q: 3 clusters Score -171487.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -171497.000000 Penalty: 2340.137939
	Iteration 19Q: 3 clusters Score -171497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -171503.125000 Penalty: 2340.137939
	Iteration 20F: 3 clusters Score -171503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -171504.859375 Penalty: 2340.137939
	Iteration 21Q: 3 clusters Score -171504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171508.687500 Penalty: 2340.137939
	Iteration 22Q: 3 clusters Score -171508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171514.296875 Penalty: 2340.137939
	Iteration 23Q: 3 clusters Score -171514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171522.531250 Penalty: 2340.137939
	Iteration 24Q: 3 clusters Score -171522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171538.437500 Penalty: 2340.137939
	Iteration 25Q: 3 clusters Score -171538.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171556.203125 Penalty: 2340.137939
	Iteration 26Q: 3 clusters Score -171556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171578.328125 Penalty: 2340.137939
	Iteration 27Q: 3 clusters Score -171578.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171594.640625 Penalty: 2340.137939
	Iteration 28Q: 3 clusters Score -171594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -171602.375000 Penalty: 2340.137939
	Iteration 29Q: 3 clusters Score -171602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171611.796875 Penalty: 2340.137939
	Iteration 30Q: 3 clusters Score -171611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171618.015625 Penalty: 2340.137939
	Iteration 31Q: 3 clusters Score -171618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -171626.578125 Penalty: 2340.137939
	Iteration 32Q: 3 clusters Score -171626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -171634.890625 Penalty: 2340.137939
	Iteration 33Q: 3 clusters Score -171634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171646.906250 Penalty: 2340.137939
	Iteration 34Q: 3 clusters Score -171646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -171652.359375 Penalty: 2340.137939
	Iteration 35Q: 3 clusters Score -171652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -171653.000000 Penalty: 2340.137939
	Iteration 36Q: 3 clusters Score -171653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -171654.203125 Penalty: 2340.137939
	Iteration 37Q: 3 clusters Score -171654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171654.625000 Penalty: 2340.137939
	Iteration 38Q: 3 clusters Score -171654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171654.625000 Penalty: 2340.137939
	Iteration 39F: 3 clusters Score -171654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -400831.562500 Penalty: 1305.627441
	Iteration 0F: 2 clusters Score -400831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -398042.718750 Penalty: 2611.254883
	Iteration 0F: 3 clusters Score -398042.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -398677.187500 Penalty: 2611.254883
	Iteration 1F: 3 clusters Score -398677.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -398810.031250 Penalty: 2611.254883
	Iteration 2F: 3 clusters Score -398810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -398895.562500 Penalty: 2611.254883
	Iteration 3Q: 3 clusters Score -398895.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -398947.812500 Penalty: 2611.254883
	Iteration 4Q: 3 clusters Score -398947.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398989.218750 Penalty: 2611.254883
	Iteration 5Q: 3 clusters Score -398989.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -399014.875000 Penalty: 2611.254883
	Iteration 6Q: 3 clusters Score -399014.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -399035.843750 Penalty: 2611.254883
	Iteration 7Q: 3 clusters Score -399035.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -399054.218750 Penalty: 2611.254883
	Iteration 8Q: 3 clusters Score -399054.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -399071.593750 Penalty: 2611.254883
	Iteration 9Q: 3 clusters Score -399071.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -399087.843750 Penalty: 2611.254883
	Iteration 10Q: 3 clusters Score -399087.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -399100.531250 Penalty: 2611.254883
	Iteration 11Q: 3 clusters Score -399100.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -399116.000000 Penalty: 2611.254883
	Iteration 12Q: 3 clusters Score -399116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -399136.062500 Penalty: 2611.254883
	Iteration 13Q: 3 clusters Score -399136.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -399166.875000 Penalty: 2611.254883
	Iteration 14Q: 3 clusters Score -399166.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -399195.968750 Penalty: 2611.254883
	Iteration 15Q: 3 clusters Score -399196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -399225.531250 Penalty: 2611.254883
	Iteration 16Q: 3 clusters Score -399225.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -399260.343750 Penalty: 2611.254883
	Iteration 17Q: 3 clusters Score -399260.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -399315.031250 Penalty: 2611.254883
	Iteration 18Q: 3 clusters Score -399315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -399359.781250 Penalty: 2611.254883
	Iteration 19Q: 3 clusters Score -399359.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -399398.500000 Penalty: 2611.254883
	Iteration 20F: 3 clusters Score -399398.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -399431.781250 Penalty: 2611.254883
	Iteration 21Q: 3 clusters Score -399431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -399462.875000 Penalty: 2611.254883
	Iteration 22Q: 3 clusters Score -399462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -399513.218750 Penalty: 2611.254883
	Iteration 23Q: 3 clusters Score -399513.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -399563.218750 Penalty: 2611.254883
	Iteration 24Q: 3 clusters Score -399563.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -399590.687500 Penalty: 2611.254883
	Iteration 25Q: 3 clusters Score -399590.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -399615.281250 Penalty: 2611.254883
	Iteration 26Q: 3 clusters Score -399615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -399645.781250 Penalty: 2611.254883
	Iteration 27Q: 3 clusters Score -399645.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -399666.718750 Penalty: 2611.254883
	Iteration 28Q: 3 clusters Score -399666.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -399677.437500 Penalty: 2611.254883
	Iteration 29Q: 3 clusters Score -399677.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -399686.218750 Penalty: 2611.254883
	Iteration 30Q: 3 clusters Score -399686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -399693.750000 Penalty: 2611.254883
	Iteration 31Q: 3 clusters Score -399693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -399703.500000 Penalty: 2611.254883
	Iteration 32Q: 3 clusters Score -399703.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -399715.437500 Penalty: 2611.254883
	Iteration 33Q: 3 clusters Score -399715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -399723.562500 Penalty: 2611.254883
	Iteration 34Q: 3 clusters Score -399723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -399729.468750 Penalty: 2611.254883
	Iteration 35Q: 3 clusters Score -399729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -399730.718750 Penalty: 2611.254883
	Iteration 36Q: 3 clusters Score -399730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -399732.125000 Penalty: 2611.254883
	Iteration 37Q: 3 clusters Score -399732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -399733.437500 Penalty: 2611.254883
	Iteration 38Q: 3 clusters Score -399733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -399734.718750 Penalty: 2611.254883
	Iteration 39Q: 3 clusters Score -399734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -399735.656250 Penalty: 2611.254883
	Iteration 40F: 3 clusters Score -399735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -399736.625000 Penalty: 2611.254883
	Iteration 41Q: 3 clusters Score -399736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -399738.031250 Penalty: 2611.254883
	Iteration 42Q: 3 clusters Score -399738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -399738.937500 Penalty: 2611.254883
	Iteration 43Q: 3 clusters Score -399738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -399738.937500 Penalty: 2611.254883
	Iteration 44F: 3 clusters Score -399738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -374514.687500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -374514.7 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 1477 members 
Entering Unmasked Estep 
Score: -371872.250000 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -371872.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372496.812500 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -372496.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -372671.437500 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -372671.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -372805.375000 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -372805.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -372943.718750 Penalty: 2586.764648
	Iteration 4F: 3 clusters Score -372943.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -373087.312500 Penalty: 2586.764648
	Iteration 5F: 3 clusters Score -373087.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -373221.281250 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -373221.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -373379.093750 Penalty: 2586.764648
	Iteration 7F: 3 clusters Score -373379.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -373521.343750 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -373521.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -373622.718750 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -373622.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -373681.968750 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -373682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -373723.343750 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -373723.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -373743.093750 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -373743.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373761.750000 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -373761.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -373773.500000 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -373773.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -373783.437500 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -373783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -373789.437500 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -373789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -373795.937500 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -373795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -373799.937500 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -373799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -373801.812500 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -373801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -373802.937500 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -373802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -373802.562500 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -373802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -373803.718750 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -373803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -373804.468750 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -373804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -373804.531250 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -373804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -373805.937500 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -373805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -373805.937500 Penalty: 2586.764648
	Iteration 26F: 3 clusters Score -373805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -154511.421875 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -154511.4 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 577 members 
Entering Unmasked Estep 
Score: -153023.921875 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -153023.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153377.671875 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -153377.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -153498.375000 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -153498.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153569.515625 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -153569.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -153626.968750 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -153627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -153679.468750 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -153679.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -153722.875000 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -153722.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -153753.718750 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -153753.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -153775.109375 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -153775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -153787.562500 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -153787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -153810.125000 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -153810.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -153823.921875 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -153823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -153830.078125 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -153830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -153833.500000 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -153833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -153836.046875 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -153836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -153838.515625 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -153838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -153838.515625 Penalty: 2297.709229
	Iteration 16F: 3 clusters Score -153838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -613885.062500 Penalty: 1368.074219
	Iteration 0F: 2 clusters Score -613885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -610202.437500 Penalty: 2736.148438
	Iteration 0F: 3 clusters Score -610202.4 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -611215.687500 Penalty: 2736.148438
	Iteration 1F: 3 clusters Score -611215.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -611383.000000 Penalty: 2736.148438
	Iteration 2F: 3 clusters Score -611383 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -611530.687500 Penalty: 2736.148438
	Iteration 3F: 3 clusters Score -611530.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -611662.125000 Penalty: 2736.148438
	Iteration 4Q: 3 clusters Score -611662.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -611759.250000 Penalty: 2736.148438
	Iteration 5Q: 3 clusters Score -611759.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -611828.375000 Penalty: 2736.148438
	Iteration 6Q: 3 clusters Score -611828.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -611880.875000 Penalty: 2736.148438
	Iteration 7Q: 3 clusters Score -611880.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -611920.000000 Penalty: 2736.148438
	Iteration 8Q: 3 clusters Score -611920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -611959.125000 Penalty: 2736.148438
	Iteration 9Q: 3 clusters Score -611959.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -611992.187500 Penalty: 2736.148438
	Iteration 10Q: 3 clusters Score -611992.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -612030.750000 Penalty: 2736.148438
	Iteration 11Q: 3 clusters Score -612030.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -612069.187500 Penalty: 2736.148438
	Iteration 12Q: 3 clusters Score -612069.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -612103.125000 Penalty: 2736.148438
	Iteration 13Q: 3 clusters Score -612103.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -612139.625000 Penalty: 2736.148438
	Iteration 14Q: 3 clusters Score -612139.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -612167.062500 Penalty: 2736.148438
	Iteration 15Q: 3 clusters Score -612167.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -612197.875000 Penalty: 2736.148438
	Iteration 16Q: 3 clusters Score -612197.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -612228.000000 Penalty: 2736.148438
	Iteration 17Q: 3 clusters Score -612228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -612262.500000 Penalty: 2736.148438
	Iteration 18Q: 3 clusters Score -612262.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -612298.312500 Penalty: 2736.148438
	Iteration 19Q: 3 clusters Score -612298.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -612335.937500 Penalty: 2736.148438
	Iteration 20F: 3 clusters Score -612335.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -612376.812500 Penalty: 2736.148438
	Iteration 21Q: 3 clusters Score -612376.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -612425.312500 Penalty: 2736.148438
	Iteration 22Q: 3 clusters Score -612425.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -612461.625000 Penalty: 2736.148438
	Iteration 23Q: 3 clusters Score -612461.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -612487.875000 Penalty: 2736.148438
	Iteration 24Q: 3 clusters Score -612487.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -612503.500000 Penalty: 2736.148438
	Iteration 25Q: 3 clusters Score -612503.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -612517.187500 Penalty: 2736.148438
	Iteration 26Q: 3 clusters Score -612517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -612529.687500 Penalty: 2736.148438
	Iteration 27Q: 3 clusters Score -612529.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -612544.062500 Penalty: 2736.148438
	Iteration 28Q: 3 clusters Score -612544.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -612557.625000 Penalty: 2736.148438
	Iteration 29Q: 3 clusters Score -612557.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -612573.437500 Penalty: 2736.148438
	Iteration 30Q: 3 clusters Score -612573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -612580.437500 Penalty: 2736.148438
	Iteration 31Q: 3 clusters Score -612580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -612584.625000 Penalty: 2736.148438
	Iteration 32Q: 3 clusters Score -612584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -612587.000000 Penalty: 2736.148438
	Iteration 33Q: 3 clusters Score -612587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -612586.750000 Penalty: 2736.148438
	Iteration 34Q: 3 clusters Score -612586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -612588.437500 Penalty: 2736.148438
	Iteration 35Q: 3 clusters Score -612588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -612587.625000 Penalty: 2736.148438
	Iteration 36Q: 3 clusters Score -612587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -612588.750000 Penalty: 2736.148438
	Iteration 37Q: 3 clusters Score -612588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -612589.562500 Penalty: 2736.148438
	Iteration 38Q: 3 clusters Score -612589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -612590.437500 Penalty: 2736.148438
	Iteration 39Q: 3 clusters Score -612590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -612592.500000 Penalty: 2736.148438
	Iteration 40F: 3 clusters Score -612592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -612593.375000 Penalty: 2736.148438
	Iteration 41Q: 3 clusters Score -612593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -612594.812500 Penalty: 2736.148438
	Iteration 42Q: 3 clusters Score -612594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -612594.875000 Penalty: 2736.148438
	Iteration 43Q: 3 clusters Score -612594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -612596.375000 Penalty: 2736.148438
	Iteration 44Q: 3 clusters Score -612596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -612597.562500 Penalty: 2736.148438
	Iteration 45Q: 3 clusters Score -612597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -612598.250000 Penalty: 2736.148438
	Iteration 46Q: 3 clusters Score -612598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -612596.875000 Penalty: 2736.148438
	Iteration 47Q: 3 clusters Score -612596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -612596.875000 Penalty: 2736.148438
	Iteration 48F: 3 clusters Score -612596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 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 721 members 
Entering Unmasked Estep 
Score: -186763.843750 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186763.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187114.406250 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187114.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187215.343750 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187215.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187275.640625 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -187275.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187310.125000 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -187310.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -187340.078125 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187354.265625 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187363.765625 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187372.312500 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187375.828125 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187381.828125 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -187385.078125 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187387.796875 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -187388.640625 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187389.875000 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187391.687500 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187392.984375 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187395.062500 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187395.406250 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187395.406250 Penalty: 2367.789795
	Iteration 19F: 3 clusters Score -187395.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -195251.140625 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -195251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193502.531250 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -193502.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193827.765625 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -193827.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193930.296875 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -193930.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193970.328125 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -193970.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193992.250000 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -193992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -194007.921875 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -194007.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -194022.609375 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -194022.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194032.843750 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -194032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -194042.437500 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -194042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194048.078125 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -194048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -194052.828125 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -194052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -194059.937500 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -194059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -194067.937500 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -194067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -194077.453125 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -194077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -194084.453125 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -194084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194090.421875 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -194090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194092.343750 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -194092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194094.921875 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -194094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194100.031250 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -194100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194105.046875 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -194105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194109.546875 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -194109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194115.609375 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -194115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194122.500000 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -194122.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194125.046875 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -194125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194126.671875 Penalty: 2371.334473
	Iteration 24Q: 3 clusters Score -194126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194128.500000 Penalty: 2371.334473
	Iteration 25Q: 3 clusters Score -194128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194130.218750 Penalty: 2371.334473
	Iteration 26Q: 3 clusters Score -194130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194132.171875 Penalty: 2371.334473
	Iteration 27Q: 3 clusters Score -194132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194134.062500 Penalty: 2371.334473
	Iteration 28Q: 3 clusters Score -194134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194134.578125 Penalty: 2371.334473
	Iteration 29Q: 3 clusters Score -194134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194134.828125 Penalty: 2371.334473
	Iteration 30Q: 3 clusters Score -194134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194135.109375 Penalty: 2371.334473
	Iteration 31Q: 3 clusters Score -194135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194135.937500 Penalty: 2371.334473
	Iteration 32Q: 3 clusters Score -194135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194137.140625 Penalty: 2371.334473
	Iteration 33Q: 3 clusters Score -194137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194140.140625 Penalty: 2371.334473
	Iteration 34Q: 3 clusters Score -194140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -194141.687500 Penalty: 2371.334473
	Iteration 35Q: 3 clusters Score -194141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194144.281250 Penalty: 2371.334473
	Iteration 36Q: 3 clusters Score -194144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194146.109375 Penalty: 2371.334473
	Iteration 37Q: 3 clusters Score -194146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194146.437500 Penalty: 2371.334473
	Iteration 38Q: 3 clusters Score -194146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194147.656250 Penalty: 2371.334473
	Iteration 39Q: 3 clusters Score -194147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194149.421875 Penalty: 2371.334473
	Iteration 40F: 3 clusters Score -194149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194151.062500 Penalty: 2371.334473
	Iteration 41Q: 3 clusters Score -194151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194152.781250 Penalty: 2371.334473
	Iteration 42Q: 3 clusters Score -194152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194153.562500 Penalty: 2371.334473
	Iteration 43Q: 3 clusters Score -194153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194155.375000 Penalty: 2371.334473
	Iteration 44Q: 3 clusters Score -194155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194155.515625 Penalty: 2371.334473
	Iteration 45Q: 3 clusters Score -194155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194155.515625 Penalty: 2371.334473
	Iteration 46F: 3 clusters Score -194155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32209.363281 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -32209.36 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 160 members 
Entering Unmasked Estep 
Score: -31359.048828 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -31359.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31508.927734 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -31508.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31573.736328 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -31573.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31595.019531 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -31595.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31617.716797 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -31617.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31626.062500 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -31626.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31626.062500 Penalty: 1870.616211
	Iteration 6F: 3 clusters Score -31626.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Entering Unmasked Estep 
Score: -1519771.500000 Penalty: 1527.588867
	Iteration 0F: 2 clusters Score -1519772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1511263.250000 Penalty: 3055.177734
	Iteration 0F: 3 clusters Score -1511263 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1514314.250000 Penalty: 3055.177734
	Iteration 1F: 3 clusters Score -1514314 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1514738.375000 Penalty: 3055.177734
	Iteration 2F: 3 clusters Score -1514738 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1515146.125000 Penalty: 3055.177734
	Iteration 3F: 3 clusters Score -1515146 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1515594.500000 Penalty: 3055.177734
	Iteration 4F: 3 clusters Score -1515594 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1516049.375000 Penalty: 3055.177734
	Iteration 5F: 3 clusters Score -1516049 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1516462.500000 Penalty: 3055.177734
	Iteration 6F: 3 clusters Score -1516462 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1516827.375000 Penalty: 3055.177734
	Iteration 7F: 3 clusters Score -1516827 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1517154.375000 Penalty: 3055.177734
	Iteration 8Q: 3 clusters Score -1517154 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1517450.625000 Penalty: 3055.177734
	Iteration 9Q: 3 clusters Score -1517451 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1517730.625000 Penalty: 3055.177734
	Iteration 10Q: 3 clusters Score -1517731 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1517976.750000 Penalty: 3055.177734
	Iteration 11Q: 3 clusters Score -1517977 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1518164.500000 Penalty: 3055.177734
	Iteration 12Q: 3 clusters Score -1518164 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1518303.750000 Penalty: 3055.177734
	Iteration 13Q: 3 clusters Score -1518304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1518415.500000 Penalty: 3055.177734
	Iteration 14Q: 3 clusters Score -1518416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1518503.625000 Penalty: 3055.177734
	Iteration 15Q: 3 clusters Score -1518504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1518571.125000 Penalty: 3055.177734
	Iteration 16Q: 3 clusters Score -1518571 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1518621.250000 Penalty: 3055.177734
	Iteration 17Q: 3 clusters Score -1518621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1518651.750000 Penalty: 3055.177734
	Iteration 18Q: 3 clusters Score -1518652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1518670.750000 Penalty: 3055.177734
	Iteration 19Q: 3 clusters Score -1518671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1518697.125000 Penalty: 3055.177734
	Iteration 20F: 3 clusters Score -1518697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1518717.000000 Penalty: 3055.177734
	Iteration 21Q: 3 clusters Score -1518717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1518724.500000 Penalty: 3055.177734
	Iteration 22Q: 3 clusters Score -1518724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1518736.875000 Penalty: 3055.177734
	Iteration 23Q: 3 clusters Score -1518737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1518751.750000 Penalty: 3055.177734
	Iteration 24Q: 3 clusters Score -1518752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1518761.125000 Penalty: 3055.177734
	Iteration 25Q: 3 clusters Score -1518761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1518769.000000 Penalty: 3055.177734
	Iteration 26Q: 3 clusters Score -1518769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1518773.125000 Penalty: 3055.177734
	Iteration 27Q: 3 clusters Score -1518773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1518771.250000 Penalty: 3055.177734
	Iteration 28Q: 3 clusters Score -1518771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1518774.750000 Penalty: 3055.177734
	Iteration 29Q: 3 clusters Score -1518775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1518777.375000 Penalty: 3055.177734
	Iteration 30Q: 3 clusters Score -1518777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1518778.750000 Penalty: 3055.177734
	Iteration 31Q: 3 clusters Score -1518779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1518780.750000 Penalty: 3055.177734
	Iteration 32Q: 3 clusters Score -1518781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1518780.125000 Penalty: 3055.177734
	Iteration 33Q: 3 clusters Score -1518780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1518779.500000 Penalty: 3055.177734
	Iteration 34Q: 3 clusters Score -1518780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1518780.375000 Penalty: 3055.177734
	Iteration 35Q: 3 clusters Score -1518780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1518778.625000 Penalty: 3055.177734
	Iteration 36Q: 3 clusters Score -1518779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1518781.500000 Penalty: 3055.177734
	Iteration 37Q: 3 clusters Score -1518782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1518778.000000 Penalty: 3055.177734
	Iteration 38Q: 3 clusters Score -1518778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1518778.875000 Penalty: 3055.177734
	Iteration 39Q: 3 clusters Score -1518779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1518779.250000 Penalty: 3055.177734
	Iteration 40F: 3 clusters Score -1518779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1518779.125000 Penalty: 3055.177734
	Iteration 41Q: 3 clusters Score -1518779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1518779.125000 Penalty: 3055.177734
	Iteration 42F: 3 clusters Score -1518779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51270.285156 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51270.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51373.464844 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51373.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51394.597656 Penalty: 1838.197388
	Iteration 2Q: 3 clusters Score -51394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51395.691406 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51395.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51396.636719 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51396.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51397.507812 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51397.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51397.910156 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -51397.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51397.910156 Penalty: 1838.197388
	Iteration 7F: 3 clusters Score -51397.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Entering Unmasked Estep 
Score: -611357.062500 Penalty: 1367.607544
	Iteration 0F: 2 clusters Score -611357.1 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 2205 members 
Entering Unmasked Estep 
Score: -607707.437500 Penalty: 2735.215088
	Iteration 0F: 3 clusters Score -607707.4 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -608666.562500 Penalty: 2735.215088
	Iteration 1F: 3 clusters Score -608666.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -608826.125000 Penalty: 2735.215088
	Iteration 2F: 3 clusters Score -608826.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -608918.312500 Penalty: 2735.215088
	Iteration 3Q: 3 clusters Score -608918.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -608974.500000 Penalty: 2735.215088
	Iteration 4Q: 3 clusters Score -608974.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -609017.562500 Penalty: 2735.215088
	Iteration 5Q: 3 clusters Score -609017.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -609048.250000 Penalty: 2735.215088
	Iteration 6Q: 3 clusters Score -609048.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -609075.625000 Penalty: 2735.215088
	Iteration 7Q: 3 clusters Score -609075.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -609096.500000 Penalty: 2735.215088
	Iteration 8Q: 3 clusters Score -609096.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -609120.812500 Penalty: 2735.215088
	Iteration 9Q: 3 clusters Score -609120.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -609146.250000 Penalty: 2735.215088
	Iteration 10Q: 3 clusters Score -609146.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -609174.437500 Penalty: 2735.215088
	Iteration 11Q: 3 clusters Score -609174.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -609207.750000 Penalty: 2735.215088
	Iteration 12Q: 3 clusters Score -609207.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -609254.937500 Penalty: 2735.215088
	Iteration 13Q: 3 clusters Score -609254.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -609298.750000 Penalty: 2735.215088
	Iteration 14Q: 3 clusters Score -609298.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -609338.437500 Penalty: 2735.215088
	Iteration 15Q: 3 clusters Score -609338.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -609386.187500 Penalty: 2735.215088
	Iteration 16Q: 3 clusters Score -609386.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -609443.437500 Penalty: 2735.215088
	Iteration 17Q: 3 clusters Score -609443.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -609495.625000 Penalty: 2735.215088
	Iteration 18Q: 3 clusters Score -609495.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -609556.312500 Penalty: 2735.215088
	Iteration 19Q: 3 clusters Score -609556.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -609623.375000 Penalty: 2735.215088
	Iteration 20F: 3 clusters Score -609623.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -609686.312500 Penalty: 2735.215088
	Iteration 21Q: 3 clusters Score -609686.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -609751.937500 Penalty: 2735.215088
	Iteration 22Q: 3 clusters Score -609751.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -609818.812500 Penalty: 2735.215088
	Iteration 23Q: 3 clusters Score -609818.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -609873.375000 Penalty: 2735.215088
	Iteration 24Q: 3 clusters Score -609873.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -609914.937500 Penalty: 2735.215088
	Iteration 25Q: 3 clusters Score -609914.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -609965.437500 Penalty: 2735.215088
	Iteration 26Q: 3 clusters Score -609965.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -609995.000000 Penalty: 2735.215088
	Iteration 27Q: 3 clusters Score -609995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -610023.437500 Penalty: 2735.215088
	Iteration 28Q: 3 clusters Score -610023.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -610049.812500 Penalty: 2735.215088
	Iteration 29Q: 3 clusters Score -610049.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -610069.625000 Penalty: 2735.215088
	Iteration 30Q: 3 clusters Score -610069.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -610086.500000 Penalty: 2735.215088
	Iteration 31Q: 3 clusters Score -610086.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -610098.625000 Penalty: 2735.215088
	Iteration 32Q: 3 clusters Score -610098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -610105.125000 Penalty: 2735.215088
	Iteration 33Q: 3 clusters Score -610105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -610106.687500 Penalty: 2735.215088
	Iteration 34Q: 3 clusters Score -610106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -610107.437500 Penalty: 2735.215088
	Iteration 35Q: 3 clusters Score -610107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -610109.750000 Penalty: 2735.215088
	Iteration 36Q: 3 clusters Score -610109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -610113.937500 Penalty: 2735.215088
	Iteration 37Q: 3 clusters Score -610113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -610115.812500 Penalty: 2735.215088
	Iteration 38Q: 3 clusters Score -610115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -610116.375000 Penalty: 2735.215088
	Iteration 39Q: 3 clusters Score -610116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -610118.750000 Penalty: 2735.215088
	Iteration 40F: 3 clusters Score -610118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -610121.937500 Penalty: 2735.215088
	Iteration 41Q: 3 clusters Score -610121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -610127.125000 Penalty: 2735.215088
	Iteration 42Q: 3 clusters Score -610127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -610129.625000 Penalty: 2735.215088
	Iteration 43Q: 3 clusters Score -610129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -610132.500000 Penalty: 2735.215088
	Iteration 44Q: 3 clusters Score -610132.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -610137.500000 Penalty: 2735.215088
	Iteration 45Q: 3 clusters Score -610137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -610141.937500 Penalty: 2735.215088
	Iteration 46Q: 3 clusters Score -610141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -610147.062500 Penalty: 2735.215088
	Iteration 47Q: 3 clusters Score -610147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -610147.875000 Penalty: 2735.215088
	Iteration 48Q: 3 clusters Score -610147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -610147.500000 Penalty: 2735.215088
	Iteration 49Q: 3 clusters Score -610147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -610148.250000 Penalty: 2735.215088
	Iteration 50Q: 3 clusters Score -610148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -610148.375000 Penalty: 2735.215088
	Iteration 51Q: 3 clusters Score -610148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -610149.062500 Penalty: 2735.215088
	Iteration 52Q: 3 clusters Score -610149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -610149.937500 Penalty: 2735.215088
	Iteration 53Q: 3 clusters Score -610149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -610149.937500 Penalty: 2735.215088
	Iteration 54F: 3 clusters Score -610149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -340116.281250 Penalty: 1287.426392
	Iteration 0F: 2 clusters Score -340116.3 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 1383 members 
Entering Unmasked Estep 
Score: -337587.593750 Penalty: 2574.852783
	Iteration 0F: 3 clusters Score -337587.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -338198.718750 Penalty: 2574.852783
	Iteration 1F: 3 clusters Score -338198.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -338324.000000 Penalty: 2574.852783
	Iteration 2F: 3 clusters Score -338324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -338425.000000 Penalty: 2574.852783
	Iteration 3Q: 3 clusters Score -338425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -338508.875000 Penalty: 2574.852783
	Iteration 4Q: 3 clusters Score -338508.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -338570.281250 Penalty: 2574.852783
	Iteration 5Q: 3 clusters Score -338570.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -338633.625000 Penalty: 2574.852783
	Iteration 6Q: 3 clusters Score -338633.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -338693.000000 Penalty: 2574.852783
	Iteration 7Q: 3 clusters Score -338693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -338751.156250 Penalty: 2574.852783
	Iteration 8Q: 3 clusters Score -338751.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -338800.156250 Penalty: 2574.852783
	Iteration 9Q: 3 clusters Score -338800.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -338840.000000 Penalty: 2574.852783
	Iteration 10Q: 3 clusters Score -338840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -338880.593750 Penalty: 2574.852783
	Iteration 11Q: 3 clusters Score -338880.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -338918.343750 Penalty: 2574.852783
	Iteration 12Q: 3 clusters Score -338918.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -338950.375000 Penalty: 2574.852783
	Iteration 13Q: 3 clusters Score -338950.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -338975.843750 Penalty: 2574.852783
	Iteration 14Q: 3 clusters Score -338975.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -339002.187500 Penalty: 2574.852783
	Iteration 15Q: 3 clusters Score -339002.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -339033.281250 Penalty: 2574.852783
	Iteration 16Q: 3 clusters Score -339033.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -339053.843750 Penalty: 2574.852783
	Iteration 17Q: 3 clusters Score -339053.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -339074.500000 Penalty: 2574.852783
	Iteration 18Q: 3 clusters Score -339074.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -339087.312500 Penalty: 2574.852783
	Iteration 19Q: 3 clusters Score -339087.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -339095.750000 Penalty: 2574.852783
	Iteration 20F: 3 clusters Score -339095.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -339105.875000 Penalty: 2574.852783
	Iteration 21Q: 3 clusters Score -339105.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -339116.312500 Penalty: 2574.852783
	Iteration 22Q: 3 clusters Score -339116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -339122.406250 Penalty: 2574.852783
	Iteration 23Q: 3 clusters Score -339122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -339127.187500 Penalty: 2574.852783
	Iteration 24Q: 3 clusters Score -339127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -339130.250000 Penalty: 2574.852783
	Iteration 25Q: 3 clusters Score -339130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -339136.093750 Penalty: 2574.852783
	Iteration 26Q: 3 clusters Score -339136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -339142.718750 Penalty: 2574.852783
	Iteration 27Q: 3 clusters Score -339142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -339148.093750 Penalty: 2574.852783
	Iteration 28Q: 3 clusters Score -339148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -339151.218750 Penalty: 2574.852783
	Iteration 29Q: 3 clusters Score -339151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -339155.875000 Penalty: 2574.852783
	Iteration 30Q: 3 clusters Score -339155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -339159.750000 Penalty: 2574.852783
	Iteration 31Q: 3 clusters Score -339159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -339159.750000 Penalty: 2574.852783
	Iteration 32F: 3 clusters Score -339159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -9027.887695 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -9027.888 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 144 members 
Entering Unmasked Estep 
Score: -8186.691895 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -8186.692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8318.753906 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -8318.754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8388.092773 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -8388.093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8445.698242 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -8445.698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8466.508789 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -8466.509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8485.778320 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -8485.778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8515.429688 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -8515.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8530.045898 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -8530.046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8540.809570 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -8540.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8549.746094 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -8549.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8549.746094 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -8549.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (84878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Entering Unmasked Estep 
Score: -11501267.000000 Penalty: 1844.207642
	Iteration 0F: 2 clusters Score -1.150127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -11449669.000000 Penalty: 3688.415283
	Iteration 0F: 3 clusters Score -1.144967e+07 nChanged 40510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -11473176.000000 Penalty: 3688.415283
	Iteration 1F: 3 clusters Score -1.147318e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -11474724.000000 Penalty: 3688.415283
	Iteration 2Q: 3 clusters Score -1.147472e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -11477666.000000 Penalty: 3688.415283
	Iteration 3F: 3 clusters Score -1.147767e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -11482115.000000 Penalty: 3688.415283
	Iteration 4F: 3 clusters Score -1.148212e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -11487182.000000 Penalty: 3688.415283
	Iteration 5F: 3 clusters Score -1.148718e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -11491354.000000 Penalty: 3688.415283
	Iteration 6F: 3 clusters Score -1.149135e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -11494108.000000 Penalty: 3688.415283
	Iteration 7F: 3 clusters Score -1.149411e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -11495925.000000 Penalty: 3688.415283
	Iteration 8Q: 3 clusters Score -1.149592e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -11497326.000000 Penalty: 3688.415283
	Iteration 9Q: 3 clusters Score -1.149733e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -11498671.000000 Penalty: 3688.415283
	Iteration 10Q: 3 clusters Score -1.149867e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -11499608.000000 Penalty: 3688.415283
	Iteration 11Q: 3 clusters Score -1.149961e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -11500165.000000 Penalty: 3688.415283
	Iteration 12Q: 3 clusters Score -1.150016e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -11500444.000000 Penalty: 3688.415283
	Iteration 13Q: 3 clusters Score -1.150044e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -11500567.000000 Penalty: 3688.415283
	Iteration 14Q: 3 clusters Score -1.150057e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -11500762.000000 Penalty: 3688.415283
	Iteration 15Q: 3 clusters Score -1.150076e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -11500867.000000 Penalty: 3688.415283
	Iteration 16Q: 3 clusters Score -1.150087e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -11500906.000000 Penalty: 3688.415283
	Iteration 17Q: 3 clusters Score -1.150091e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -11500950.000000 Penalty: 3688.415283
	Iteration 18Q: 3 clusters Score -1.150095e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -11501018.000000 Penalty: 3688.415283
	Iteration 19Q: 3 clusters Score -1.150102e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -11501047.000000 Penalty: 3688.415283
	Iteration 20F: 3 clusters Score -1.150105e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -11501087.000000 Penalty: 3688.415283
	Iteration 21Q: 3 clusters Score -1.150109e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -11501122.000000 Penalty: 3688.415283
	Iteration 22Q: 3 clusters Score -1.150112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -11501103.000000 Penalty: 3688.415283
	Iteration 23Q: 3 clusters Score -1.15011e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -11501104.000000 Penalty: 3688.415283
	Iteration 24Q: 3 clusters Score -1.15011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -11501120.000000 Penalty: 3688.415283
	Iteration 25Q: 3 clusters Score -1.150112e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -11501115.000000 Penalty: 3688.415283
	Iteration 26Q: 3 clusters Score -1.150112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11501118.000000 Penalty: 3688.415283
	Iteration 27Q: 3 clusters Score -1.150112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -11501123.000000 Penalty: 3688.415283
	Iteration 28Q: 3 clusters Score -1.150112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -11501108.000000 Penalty: 3688.415283
	Iteration 29Q: 3 clusters Score -1.150111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -11501109.000000 Penalty: 3688.415283
	Iteration 30Q: 3 clusters Score -1.150111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -11501108.000000 Penalty: 3688.415283
	Iteration 31Q: 3 clusters Score -1.150111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11501131.000000 Penalty: 3688.415283
	Iteration 32Q: 3 clusters Score -1.150113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -11501124.000000 Penalty: 3688.415283
	Iteration 33Q: 3 clusters Score -1.150112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -11501126.000000 Penalty: 3688.415283
	Iteration 34Q: 3 clusters Score -1.150113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -11501134.000000 Penalty: 3688.415283
	Iteration 35Q: 3 clusters Score -1.150113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11501120.000000 Penalty: 3688.415283
	Iteration 36Q: 3 clusters Score -1.150112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -11501119.000000 Penalty: 3688.415283
	Iteration 37Q: 3 clusters Score -1.150112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -11501117.000000 Penalty: 3688.415283
	Iteration 38Q: 3 clusters Score -1.150112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11501119.000000 Penalty: 3688.415283
	Iteration 39Q: 3 clusters Score -1.150112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -11501115.000000 Penalty: 3688.415283
	Iteration 40F: 3 clusters Score -1.150112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11501125.000000 Penalty: 3688.415283
	Iteration 41Q: 3 clusters Score -1.150112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -11501122.000000 Penalty: 3688.415283
	Iteration 42Q: 3 clusters Score -1.150112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -11501119.000000 Penalty: 3688.415283
	Iteration 43Q: 3 clusters Score -1.150112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -11501120.000000 Penalty: 3688.415283
	Iteration 44Q: 3 clusters Score -1.150112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -11501129.000000 Penalty: 3688.415283
	Iteration 45Q: 3 clusters Score -1.150113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11501123.000000 Penalty: 3688.415283
	Iteration 46Q: 3 clusters Score -1.150112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11501126.000000 Penalty: 3688.415283
	Iteration 47Q: 3 clusters Score -1.150113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11501133.000000 Penalty: 3688.415283
	Iteration 48Q: 3 clusters Score -1.150113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11501133.000000 Penalty: 3688.415283
	Iteration 49Q: 3 clusters Score -1.150113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -11501129.000000 Penalty: 3688.415283
	Iteration 50Q: 3 clusters Score -1.150113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -11501134.000000 Penalty: 3688.415283
	Iteration 51Q: 3 clusters Score -1.150113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -11501126.000000 Penalty: 3688.415283
	Iteration 52Q: 3 clusters Score -1.150113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -11501132.000000 Penalty: 3688.415283
	Iteration 53Q: 3 clusters Score -1.150113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -11501131.000000 Penalty: 3688.415283
	Iteration 54Q: 3 clusters Score -1.150113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -11501125.000000 Penalty: 3688.415283
	Iteration 55Q: 3 clusters Score -1.150112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -11501128.000000 Penalty: 3688.415283
	Iteration 56Q: 3 clusters Score -1.150113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -11501136.000000 Penalty: 3688.415283
	Iteration 57Q: 3 clusters Score -1.150114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -11501136.000000 Penalty: 3688.415283
	Iteration 58F: 3 clusters Score -1.150114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -274237.281250 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -274237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272075.093750 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -272075.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272610.687500 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -272610.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -272791.343750 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -272791.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -272893.093750 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -272893.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272972.000000 Penalty: 2485.530518
	Iteration 4Q: 3 clusters Score -272972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -273055.750000 Penalty: 2485.530518
	Iteration 5Q: 3 clusters Score -273055.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -273139.406250 Penalty: 2485.530518
	Iteration 6Q: 3 clusters Score -273139.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -273240.187500 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -273240.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -273340.312500 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -273340.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -273456.031250 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -273456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -273545.343750 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -273545.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -273598.406250 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -273598.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -273629.031250 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -273629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -273649.406250 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -273649.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -273664.468750 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -273664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -273672.656250 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -273672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -273676.375000 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -273676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -273677.000000 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -273677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -273677.875000 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -273677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -273678.000000 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -273678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -273678.625000 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -273678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -143227.328125 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -143227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141646.093750 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -141646.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142154.468750 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -142154.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142370.171875 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -142370.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142515.484375 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -142515.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142629.156250 Penalty: 2325.757324
	Iteration 4F: 3 clusters Score -142629.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142741.484375 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -142741.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142867.437500 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -142867.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142998.296875 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -142998.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143076.859375 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -143076.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143115.125000 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -143115.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -143135.312500 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -143135.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143152.906250 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -143152.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143165.812500 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -143165.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143174.625000 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -143174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143180.687500 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -143180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143184.750000 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -143184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143189.656250 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -143189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143195.734375 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -143195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143198.578125 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -143198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143201.093750 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -143201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143206.781250 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -143206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143213.062500 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -143213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143213.515625 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -143213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143213.515625 Penalty: 2325.757324
	Iteration 23F: 3 clusters Score -143213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -29772.974609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -29772.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29002.908203 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -29002.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29098.326172 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -29098.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29222.236328 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -29222.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29336.392578 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -29336.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29399.451172 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -29399.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -29435.511719 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -29435.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -29451.769531 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -29451.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29462.275391 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -29462.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -29475.388672 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -29475.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -29475.388672 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -29475.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Entering Unmasked Estep 
Score: -10149558.000000 Penalty: 1822.750854
	Iteration 0F: 2 clusters Score -1.014956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -10103782.000000 Penalty: 3645.501709
	Iteration 0F: 3 clusters Score -1.010378e+07 nChanged 35350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10123397.000000 Penalty: 3645.501709
	Iteration 1F: 3 clusters Score -1.01234e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -10123766.000000 Penalty: 3645.501709
	Iteration 2Q: 3 clusters Score -1.012377e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -10124201.000000 Penalty: 3645.501709
	Iteration 3Q: 3 clusters Score -1.01242e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -10124696.000000 Penalty: 3645.501709
	Iteration 4Q: 3 clusters Score -1.01247e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -10125312.000000 Penalty: 3645.501709
	Iteration 5Q: 3 clusters Score -1.012531e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -10126108.000000 Penalty: 3645.501709
	Iteration 6Q: 3 clusters Score -1.012611e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -10127007.000000 Penalty: 3645.501709
	Iteration 7Q: 3 clusters Score -1.012701e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -10128175.000000 Penalty: 3645.501709
	Iteration 8Q: 3 clusters Score -1.012818e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -10129492.000000 Penalty: 3645.501709
	Iteration 9Q: 3 clusters Score -1.012949e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -10131018.000000 Penalty: 3645.501709
	Iteration 10Q: 3 clusters Score -1.013102e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -10132947.000000 Penalty: 3645.501709
	Iteration 11Q: 3 clusters Score -1.013295e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -10135476.000000 Penalty: 3645.501709
	Iteration 12F: 3 clusters Score -1.013548e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -10138000.000000 Penalty: 3645.501709
	Iteration 13F: 3 clusters Score -1.0138e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -10139925.000000 Penalty: 3645.501709
	Iteration 14Q: 3 clusters Score -1.013992e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -10140999.000000 Penalty: 3645.501709
	Iteration 15Q: 3 clusters Score -1.0141e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -10141790.000000 Penalty: 3645.501709
	Iteration 16Q: 3 clusters Score -1.014179e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -10142316.000000 Penalty: 3645.501709
	Iteration 17Q: 3 clusters Score -1.014232e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -10142845.000000 Penalty: 3645.501709
	Iteration 18Q: 3 clusters Score -1.014284e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -10143337.000000 Penalty: 3645.501709
	Iteration 19Q: 3 clusters Score -1.014334e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -10143965.000000 Penalty: 3645.501709
	Iteration 20F: 3 clusters Score -1.014396e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -10144598.000000 Penalty: 3645.501709
	Iteration 21Q: 3 clusters Score -1.01446e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10145292.000000 Penalty: 3645.501709
	Iteration 22Q: 3 clusters Score -1.014529e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -10146065.000000 Penalty: 3645.501709
	Iteration 23Q: 3 clusters Score -1.014606e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -10146798.000000 Penalty: 3645.501709
	Iteration 24Q: 3 clusters Score -1.01468e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -10147425.000000 Penalty: 3645.501709
	Iteration 25Q: 3 clusters Score -1.014742e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -10148080.000000 Penalty: 3645.501709
	Iteration 26Q: 3 clusters Score -1.014808e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -10148533.000000 Penalty: 3645.501709
	Iteration 27Q: 3 clusters Score -1.014853e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -10148939.000000 Penalty: 3645.501709
	Iteration 28Q: 3 clusters Score -1.014894e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -10149160.000000 Penalty: 3645.501709
	Iteration 29Q: 3 clusters Score -1.014916e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -10149296.000000 Penalty: 3645.501709
	Iteration 30Q: 3 clusters Score -1.01493e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -10149423.000000 Penalty: 3645.501709
	Iteration 31Q: 3 clusters Score -1.014942e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -10149507.000000 Penalty: 3645.501709
	Iteration 32Q: 3 clusters Score -1.014951e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -10149611.000000 Penalty: 3645.501709
	Iteration 33Q: 3 clusters Score -1.014961e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -10149696.000000 Penalty: 3645.501709
	Iteration 34Q: 3 clusters Score -1.01497e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -10149760.000000 Penalty: 3645.501709
	Iteration 35Q: 3 clusters Score -1.014976e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -10149815.000000 Penalty: 3645.501709
	Iteration 36Q: 3 clusters Score -1.014982e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -10149898.000000 Penalty: 3645.501709
	Iteration 37Q: 3 clusters Score -1.01499e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -10149868.000000 Penalty: 3645.501709
	Iteration 38Q: 3 clusters Score -1.014987e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -10149878.000000 Penalty: 3645.501709
	Iteration 39Q: 3 clusters Score -1.014988e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -10149932.000000 Penalty: 3645.501709
	Iteration 40F: 3 clusters Score -1.014993e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -10149987.000000 Penalty: 3645.501709
	Iteration 41Q: 3 clusters Score -1.014999e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -10150074.000000 Penalty: 3645.501709
	Iteration 42Q: 3 clusters Score -1.015007e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10150166.000000 Penalty: 3645.501709
	Iteration 43Q: 3 clusters Score -1.015017e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -10150278.000000 Penalty: 3645.501709
	Iteration 44Q: 3 clusters Score -1.015028e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -10150325.000000 Penalty: 3645.501709
	Iteration 45Q: 3 clusters Score -1.015032e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -10150382.000000 Penalty: 3645.501709
	Iteration 46Q: 3 clusters Score -1.015038e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -10150388.000000 Penalty: 3645.501709
	Iteration 47Q: 3 clusters Score -1.015039e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -10150347.000000 Penalty: 3645.501709
	Iteration 48Q: 3 clusters Score -1.015035e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -10150312.000000 Penalty: 3645.501709
	Iteration 49Q: 3 clusters Score -1.015031e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -10150278.000000 Penalty: 3645.501709
	Iteration 50Q: 3 clusters Score -1.015028e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -10150234.000000 Penalty: 3645.501709
	Iteration 51Q: 3 clusters Score -1.015023e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -10150213.000000 Penalty: 3645.501709
	Iteration 52Q: 3 clusters Score -1.015021e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -10150143.000000 Penalty: 3645.501709
	Iteration 53Q: 3 clusters Score -1.015014e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -10150121.000000 Penalty: 3645.501709
	Iteration 54Q: 3 clusters Score -1.015012e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10150070.000000 Penalty: 3645.501709
	Iteration 55Q: 3 clusters Score -1.015007e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -10150059.000000 Penalty: 3645.501709
	Iteration 56Q: 3 clusters Score -1.015006e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -10150059.000000 Penalty: 3645.501709
	Iteration 57Q: 3 clusters Score -1.015006e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -10150035.000000 Penalty: 3645.501709
	Iteration 58Q: 3 clusters Score -1.015004e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10150034.000000 Penalty: 3645.501709
	Iteration 59Q: 3 clusters Score -1.015003e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10150026.000000 Penalty: 3645.501709
	Iteration 60F: 3 clusters Score -1.015003e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -10149971.000000 Penalty: 3645.501709
	Iteration 61Q: 3 clusters Score -1.014997e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -10149920.000000 Penalty: 3645.501709
	Iteration 62Q: 3 clusters Score -1.014992e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -10149920.000000 Penalty: 3645.501709
	Iteration 63Q: 3 clusters Score -1.014992e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -10149921.000000 Penalty: 3645.501709
	Iteration 64Q: 3 clusters Score -1.014992e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -10149908.000000 Penalty: 3645.501709
	Iteration 65Q: 3 clusters Score -1.014991e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -10149884.000000 Penalty: 3645.501709
	Iteration 66Q: 3 clusters Score -1.014988e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -10149840.000000 Penalty: 3645.501709
	Iteration 67Q: 3 clusters Score -1.014984e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -10149809.000000 Penalty: 3645.501709
	Iteration 68Q: 3 clusters Score -1.014981e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10149791.000000 Penalty: 3645.501709
	Iteration 69Q: 3 clusters Score -1.014979e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -10149761.000000 Penalty: 3645.501709
	Iteration 70Q: 3 clusters Score -1.014976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10149771.000000 Penalty: 3645.501709
	Iteration 71Q: 3 clusters Score -1.014977e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -10149746.000000 Penalty: 3645.501709
	Iteration 72Q: 3 clusters Score -1.014975e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10149740.000000 Penalty: 3645.501709
	Iteration 73Q: 3 clusters Score -1.014974e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10149724.000000 Penalty: 3645.501709
	Iteration 74Q: 3 clusters Score -1.014972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10149697.000000 Penalty: 3645.501709
	Iteration 75Q: 3 clusters Score -1.01497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -10149663.000000 Penalty: 3645.501709
	Iteration 76Q: 3 clusters Score -1.014966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -10149656.000000 Penalty: 3645.501709
	Iteration 77Q: 3 clusters Score -1.014966e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10149656.000000 Penalty: 3645.501709
	Iteration 78Q: 3 clusters Score -1.014966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -10149668.000000 Penalty: 3645.501709
	Iteration 79Q: 3 clusters Score -1.014967e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -10149657.000000 Penalty: 3645.501709
	Iteration 80F: 3 clusters Score -1.014966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10149648.000000 Penalty: 3645.501709
	Iteration 81Q: 3 clusters Score -1.014965e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -10149658.000000 Penalty: 3645.501709
	Iteration 82Q: 3 clusters Score -1.014966e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10149628.000000 Penalty: 3645.501709
	Iteration 83Q: 3 clusters Score -1.014963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -10149602.000000 Penalty: 3645.501709
	Iteration 84Q: 3 clusters Score -1.01496e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -10149597.000000 Penalty: 3645.501709
	Iteration 85Q: 3 clusters Score -1.01496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10149602.000000 Penalty: 3645.501709
	Iteration 86Q: 3 clusters Score -1.01496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10149589.000000 Penalty: 3645.501709
	Iteration 87Q: 3 clusters Score -1.014959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10149582.000000 Penalty: 3645.501709
	Iteration 88Q: 3 clusters Score -1.014958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10149584.000000 Penalty: 3645.501709
	Iteration 89Q: 3 clusters Score -1.014958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10149578.000000 Penalty: 3645.501709
	Iteration 90Q: 3 clusters Score -1.014958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10149569.000000 Penalty: 3645.501709
	Iteration 91Q: 3 clusters Score -1.014957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10149560.000000 Penalty: 3645.501709
	Iteration 92Q: 3 clusters Score -1.014956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -10149554.000000 Penalty: 3645.501709
	Iteration 93Q: 3 clusters Score -1.014955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10149557.000000 Penalty: 3645.501709
	Iteration 94Q: 3 clusters Score -1.014956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10149555.000000 Penalty: 3645.501709
	Iteration 95Q: 3 clusters Score -1.014956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10149553.000000 Penalty: 3645.501709
	Iteration 96Q: 3 clusters Score -1.014955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10149548.000000 Penalty: 3645.501709
	Iteration 97Q: 3 clusters Score -1.014955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10149552.000000 Penalty: 3645.501709
	Iteration 98Q: 3 clusters Score -1.014955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10149556.000000 Penalty: 3645.501709
	Iteration 99Q: 3 clusters Score -1.014956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -10149550.000000 Penalty: 3645.501709
	Iteration 100F: 3 clusters Score -1.014955e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10149545.000000 Penalty: 3645.501709
	Iteration 101Q: 3 clusters Score -1.014954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10149542.000000 Penalty: 3645.501709
	Iteration 102Q: 3 clusters Score -1.014954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10149540.000000 Penalty: 3645.501709
	Iteration 103Q: 3 clusters Score -1.014954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10149538.000000 Penalty: 3645.501709
	Iteration 104Q: 3 clusters Score -1.014954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10149529.000000 Penalty: 3645.501709
	Iteration 105Q: 3 clusters Score -1.014953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -10149527.000000 Penalty: 3645.501709
	Iteration 106Q: 3 clusters Score -1.014953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10149529.000000 Penalty: 3645.501709
	Iteration 107Q: 3 clusters Score -1.014953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10149530.000000 Penalty: 3645.501709
	Iteration 108Q: 3 clusters Score -1.014953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10149522.000000 Penalty: 3645.501709
	Iteration 109Q: 3 clusters Score -1.014952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -10149515.000000 Penalty: 3645.501709
	Iteration 110Q: 3 clusters Score -1.014952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -10149504.000000 Penalty: 3645.501709
	Iteration 111Q: 3 clusters Score -1.01495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10149497.000000 Penalty: 3645.501709
	Iteration 112Q: 3 clusters Score -1.01495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10149487.000000 Penalty: 3645.501709
	Iteration 113Q: 3 clusters Score -1.014949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10149496.000000 Penalty: 3645.501709
	Iteration 114Q: 3 clusters Score -1.01495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10149490.000000 Penalty: 3645.501709
	Iteration 115Q: 3 clusters Score -1.014949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10149493.000000 Penalty: 3645.501709
	Iteration 116Q: 3 clusters Score -1.014949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -10149483.000000 Penalty: 3645.501709
	Iteration 117Q: 3 clusters Score -1.014948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10149479.000000 Penalty: 3645.501709
	Iteration 118Q: 3 clusters Score -1.014948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -10149463.000000 Penalty: 3645.501709
	Iteration 119Q: 3 clusters Score -1.014946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -10149463.000000 Penalty: 3645.501709
	Iteration 120F: 3 clusters Score -1.014946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10149466.000000 Penalty: 3645.501709
	Iteration 121Q: 3 clusters Score -1.014947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10149466.000000 Penalty: 3645.501709
	Iteration 122Q: 3 clusters Score -1.014947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10149458.000000 Penalty: 3645.501709
	Iteration 123Q: 3 clusters Score -1.014946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10149456.000000 Penalty: 3645.501709
	Iteration 124Q: 3 clusters Score -1.014946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -10149454.000000 Penalty: 3645.501709
	Iteration 125Q: 3 clusters Score -1.014945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10149456.000000 Penalty: 3645.501709
	Iteration 126Q: 3 clusters Score -1.014946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10149448.000000 Penalty: 3645.501709
	Iteration 127Q: 3 clusters Score -1.014945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10149449.000000 Penalty: 3645.501709
	Iteration 128Q: 3 clusters Score -1.014945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 129Q: 3 clusters Score -1.014945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 130Q: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10149449.000000 Penalty: 3645.501709
	Iteration 131Q: 3 clusters Score -1.014945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 132Q: 3 clusters Score -1.014945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10149451.000000 Penalty: 3645.501709
	Iteration 133Q: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10149451.000000 Penalty: 3645.501709
	Iteration 134Q: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -10149449.000000 Penalty: 3645.501709
	Iteration 135Q: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -10149442.000000 Penalty: 3645.501709
	Iteration 136Q: 3 clusters Score -1.014944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10149448.000000 Penalty: 3645.501709
	Iteration 137Q: 3 clusters Score -1.014945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -10149458.000000 Penalty: 3645.501709
	Iteration 138Q: 3 clusters Score -1.014946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10149445.000000 Penalty: 3645.501709
	Iteration 139Q: 3 clusters Score -1.014944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 140F: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -10149451.000000 Penalty: 3645.501709
	Iteration 141Q: 3 clusters Score -1.014945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 142Q: 3 clusters Score -1.014945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10149449.000000 Penalty: 3645.501709
	Iteration 143Q: 3 clusters Score -1.014945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10149454.000000 Penalty: 3645.501709
	Iteration 144Q: 3 clusters Score -1.014945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10149452.000000 Penalty: 3645.501709
	Iteration 145Q: 3 clusters Score -1.014945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -10149442.000000 Penalty: 3645.501709
	Iteration 146Q: 3 clusters Score -1.014944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10149440.000000 Penalty: 3645.501709
	Iteration 147Q: 3 clusters Score -1.014944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10149440.000000 Penalty: 3645.501709
	Iteration 148Q: 3 clusters Score -1.014944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -10149435.000000 Penalty: 3645.501709
	Iteration 149Q: 3 clusters Score -1.014944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -10149433.000000 Penalty: 3645.501709
	Iteration 150Q: 3 clusters Score -1.014943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10149436.000000 Penalty: 3645.501709
	Iteration 151Q: 3 clusters Score -1.014944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10149432.000000 Penalty: 3645.501709
	Iteration 152Q: 3 clusters Score -1.014943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10149433.000000 Penalty: 3645.501709
	Iteration 153Q: 3 clusters Score -1.014943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10149436.000000 Penalty: 3645.501709
	Iteration 154Q: 3 clusters Score -1.014944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10149437.000000 Penalty: 3645.501709
	Iteration 155Q: 3 clusters Score -1.014944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10149437.000000 Penalty: 3645.501709
	Iteration 156F: 3 clusters Score -1.014944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -114023.132812 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -114023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112682.656250 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -112682.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112895.085938 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -112895.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112949.210938 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -112949.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112977.523438 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -112977.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113004.890625 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -113004.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113025.976562 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -113026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113036.984375 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -113037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113043.875000 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -113043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113048.562500 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -113048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113053.171875 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -113053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113056.179688 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -113056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113058.117188 Penalty: 2206.781494
	Iteration 11Q: 3 clusters Score -113058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113060.609375 Penalty: 2206.781494
	Iteration 12Q: 3 clusters Score -113060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113061.453125 Penalty: 2206.781494
	Iteration 13Q: 3 clusters Score -113061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113062.640625 Penalty: 2206.781494
	Iteration 14Q: 3 clusters Score -113062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113064.742188 Penalty: 2206.781494
	Iteration 15Q: 3 clusters Score -113064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113064.742188 Penalty: 2206.781494
	Iteration 16F: 3 clusters Score -113064.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -42381.265625 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -42381.27 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 185 members 
Entering Unmasked Estep 
Score: -41464.832031 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -41464.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41632.417969 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -41632.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41725.890625 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -41725.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41778.238281 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -41778.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41818.171875 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -41818.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41838.121094 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -41838.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41845.003906 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -41845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41849.035156 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -41849.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41849.035156 Penalty: 1927.979736
	Iteration 8F: 3 clusters Score -41849.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -971946.437500 Penalty: 1447.090698
	Iteration 0F: 2 clusters Score -971946.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -966493.750000 Penalty: 2894.181396
	Iteration 0F: 3 clusters Score -966493.8 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -968343.062500 Penalty: 2894.181396
	Iteration 1F: 3 clusters Score -968343.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -968675.187500 Penalty: 2894.181396
	Iteration 2F: 3 clusters Score -968675.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -968993.937500 Penalty: 2894.181396
	Iteration 3F: 3 clusters Score -968993.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -969343.875000 Penalty: 2894.181396
	Iteration 4F: 3 clusters Score -969343.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -969703.250000 Penalty: 2894.181396
	Iteration 5F: 3 clusters Score -969703.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -970012.250000 Penalty: 2894.181396
	Iteration 6F: 3 clusters Score -970012.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -970259.437500 Penalty: 2894.181396
	Iteration 7Q: 3 clusters Score -970259.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -970408.562500 Penalty: 2894.181396
	Iteration 8Q: 3 clusters Score -970408.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -970500.500000 Penalty: 2894.181396
	Iteration 9Q: 3 clusters Score -970500.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -970559.562500 Penalty: 2894.181396
	Iteration 10Q: 3 clusters Score -970559.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -970611.062500 Penalty: 2894.181396
	Iteration 11Q: 3 clusters Score -970611.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -970649.375000 Penalty: 2894.181396
	Iteration 12Q: 3 clusters Score -970649.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -970682.312500 Penalty: 2894.181396
	Iteration 13Q: 3 clusters Score -970682.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -970705.062500 Penalty: 2894.181396
	Iteration 14Q: 3 clusters Score -970705.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -970724.312500 Penalty: 2894.181396
	Iteration 15Q: 3 clusters Score -970724.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -970738.875000 Penalty: 2894.181396
	Iteration 16Q: 3 clusters Score -970738.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -970758.187500 Penalty: 2894.181396
	Iteration 17Q: 3 clusters Score -970758.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -970778.687500 Penalty: 2894.181396
	Iteration 18Q: 3 clusters Score -970778.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -970791.125000 Penalty: 2894.181396
	Iteration 19Q: 3 clusters Score -970791.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -970808.187500 Penalty: 2894.181396
	Iteration 20F: 3 clusters Score -970808.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -970838.875000 Penalty: 2894.181396
	Iteration 21Q: 3 clusters Score -970838.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -970865.437500 Penalty: 2894.181396
	Iteration 22Q: 3 clusters Score -970865.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -970892.562500 Penalty: 2894.181396
	Iteration 23Q: 3 clusters Score -970892.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -970905.750000 Penalty: 2894.181396
	Iteration 24Q: 3 clusters Score -970905.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -970918.750000 Penalty: 2894.181396
	Iteration 25Q: 3 clusters Score -970918.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -970925.812500 Penalty: 2894.181396
	Iteration 26Q: 3 clusters Score -970925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -970935.500000 Penalty: 2894.181396
	Iteration 27Q: 3 clusters Score -970935.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -970942.312500 Penalty: 2894.181396
	Iteration 28Q: 3 clusters Score -970942.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -970952.937500 Penalty: 2894.181396
	Iteration 29Q: 3 clusters Score -970952.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -970957.687500 Penalty: 2894.181396
	Iteration 30Q: 3 clusters Score -970957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -970963.812500 Penalty: 2894.181396
	Iteration 31Q: 3 clusters Score -970963.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -970971.562500 Penalty: 2894.181396
	Iteration 32Q: 3 clusters Score -970971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -970978.125000 Penalty: 2894.181396
	Iteration 33Q: 3 clusters Score -970978.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -970982.937500 Penalty: 2894.181396
	Iteration 34Q: 3 clusters Score -970982.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -970987.812500 Penalty: 2894.181396
	Iteration 35Q: 3 clusters Score -970987.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -970991.437500 Penalty: 2894.181396
	Iteration 36Q: 3 clusters Score -970991.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -970995.562500 Penalty: 2894.181396
	Iteration 37Q: 3 clusters Score -970995.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -971000.937500 Penalty: 2894.181396
	Iteration 38Q: 3 clusters Score -971000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -971005.625000 Penalty: 2894.181396
	Iteration 39Q: 3 clusters Score -971005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -971009.812500 Penalty: 2894.181396
	Iteration 40F: 3 clusters Score -971009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -971015.187500 Penalty: 2894.181396
	Iteration 41Q: 3 clusters Score -971015.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -971018.437500 Penalty: 2894.181396
	Iteration 42Q: 3 clusters Score -971018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -971025.500000 Penalty: 2894.181396
	Iteration 43Q: 3 clusters Score -971025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -971033.875000 Penalty: 2894.181396
	Iteration 44Q: 3 clusters Score -971033.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -971038.937500 Penalty: 2894.181396
	Iteration 45Q: 3 clusters Score -971038.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -971046.625000 Penalty: 2894.181396
	Iteration 46Q: 3 clusters Score -971046.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -971058.625000 Penalty: 2894.181396
	Iteration 47Q: 3 clusters Score -971058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -971070.500000 Penalty: 2894.181396
	Iteration 48Q: 3 clusters Score -971070.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -971085.312500 Penalty: 2894.181396
	Iteration 49Q: 3 clusters Score -971085.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -971113.187500 Penalty: 2894.181396
	Iteration 50Q: 3 clusters Score -971113.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -971137.187500 Penalty: 2894.181396
	Iteration 51Q: 3 clusters Score -971137.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -971176.562500 Penalty: 2894.181396
	Iteration 52Q: 3 clusters Score -971176.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -971215.812500 Penalty: 2894.181396
	Iteration 53Q: 3 clusters Score -971215.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -971255.437500 Penalty: 2894.181396
	Iteration 54Q: 3 clusters Score -971255.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -971288.625000 Penalty: 2894.181396
	Iteration 55Q: 3 clusters Score -971288.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -971311.625000 Penalty: 2894.181396
	Iteration 56Q: 3 clusters Score -971311.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -971324.812500 Penalty: 2894.181396
	Iteration 57Q: 3 clusters Score -971324.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -971337.500000 Penalty: 2894.181396
	Iteration 58Q: 3 clusters Score -971337.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -971347.000000 Penalty: 2894.181396
	Iteration 59Q: 3 clusters Score -971347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -971354.375000 Penalty: 2894.181396
	Iteration 60F: 3 clusters Score -971354.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -971363.250000 Penalty: 2894.181396
	Iteration 61Q: 3 clusters Score -971363.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -971367.187500 Penalty: 2894.181396
	Iteration 62Q: 3 clusters Score -971367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -971373.562500 Penalty: 2894.181396
	Iteration 63Q: 3 clusters Score -971373.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -971381.000000 Penalty: 2894.181396
	Iteration 64Q: 3 clusters Score -971381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -971384.625000 Penalty: 2894.181396
	Iteration 65Q: 3 clusters Score -971384.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -971389.625000 Penalty: 2894.181396
	Iteration 66Q: 3 clusters Score -971389.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -971390.687500 Penalty: 2894.181396
	Iteration 67Q: 3 clusters Score -971390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -971392.312500 Penalty: 2894.181396
	Iteration 68Q: 3 clusters Score -971392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -971393.687500 Penalty: 2894.181396
	Iteration 69Q: 3 clusters Score -971393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -971398.437500 Penalty: 2894.181396
	Iteration 70Q: 3 clusters Score -971398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -971398.937500 Penalty: 2894.181396
	Iteration 71Q: 3 clusters Score -971398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -971401.687500 Penalty: 2894.181396
	Iteration 72Q: 3 clusters Score -971401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -971402.937500 Penalty: 2894.181396
	Iteration 73Q: 3 clusters Score -971402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -971402.500000 Penalty: 2894.181396
	Iteration 74Q: 3 clusters Score -971402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -971403.437500 Penalty: 2894.181396
	Iteration 75Q: 3 clusters Score -971403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -971405.062500 Penalty: 2894.181396
	Iteration 76Q: 3 clusters Score -971405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -971405.062500 Penalty: 2894.181396
	Iteration 77F: 3 clusters Score -971405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9647.359375 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -9647.359 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 73 members 
Entering Unmasked Estep 
Score: -9060.416992 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -9060.417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9141.168945 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -9141.169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9194.275391 Penalty: 1643.279907
	Iteration 2F: 3 clusters Score -9194.275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9210.385742 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -9210.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9212.855469 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -9212.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9212.855469 Penalty: 1643.279907
	Iteration 5F: 3 clusters Score -9212.855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Entering Unmasked Estep 
Score: -2813727.250000 Penalty: 1618.032471
	Iteration 0F: 2 clusters Score -2813727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2799351.500000 Penalty: 3236.064941
	Iteration 0F: 3 clusters Score -2799352 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2804695.250000 Penalty: 3236.064941
	Iteration 1F: 3 clusters Score -2804695 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2805046.750000 Penalty: 3236.064941
	Iteration 2Q: 3 clusters Score -2805047 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2805425.500000 Penalty: 3236.064941
	Iteration 3Q: 3 clusters Score -2805426 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2805842.250000 Penalty: 3236.064941
	Iteration 4Q: 3 clusters Score -2805842 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2806278.000000 Penalty: 3236.064941
	Iteration 5Q: 3 clusters Score -2806278 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2806714.750000 Penalty: 3236.064941
	Iteration 6Q: 3 clusters Score -2806715 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2807236.500000 Penalty: 3236.064941
	Iteration 7Q: 3 clusters Score -2807236 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2807867.750000 Penalty: 3236.064941
	Iteration 8Q: 3 clusters Score -2807868 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2808536.250000 Penalty: 3236.064941
	Iteration 9Q: 3 clusters Score -2808536 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2809218.250000 Penalty: 3236.064941
	Iteration 10Q: 3 clusters Score -2809218 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2809860.250000 Penalty: 3236.064941
	Iteration 11Q: 3 clusters Score -2809860 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2810387.750000 Penalty: 3236.064941
	Iteration 12Q: 3 clusters Score -2810388 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2810739.750000 Penalty: 3236.064941
	Iteration 13Q: 3 clusters Score -2810740 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2810950.500000 Penalty: 3236.064941
	Iteration 14Q: 3 clusters Score -2810950 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2811160.500000 Penalty: 3236.064941
	Iteration 15Q: 3 clusters Score -2811160 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2811330.500000 Penalty: 3236.064941
	Iteration 16Q: 3 clusters Score -2811330 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2811487.000000 Penalty: 3236.064941
	Iteration 17Q: 3 clusters Score -2811487 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2811626.500000 Penalty: 3236.064941
	Iteration 18Q: 3 clusters Score -2811626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2811729.000000 Penalty: 3236.064941
	Iteration 19Q: 3 clusters Score -2811729 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2811811.500000 Penalty: 3236.064941
	Iteration 20F: 3 clusters Score -2811812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2811904.500000 Penalty: 3236.064941
	Iteration 21Q: 3 clusters Score -2811904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2811980.500000 Penalty: 3236.064941
	Iteration 22Q: 3 clusters Score -2811980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2812049.750000 Penalty: 3236.064941
	Iteration 23Q: 3 clusters Score -2812050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2812091.000000 Penalty: 3236.064941
	Iteration 24Q: 3 clusters Score -2812091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2812149.750000 Penalty: 3236.064941
	Iteration 25Q: 3 clusters Score -2812150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2812188.750000 Penalty: 3236.064941
	Iteration 26Q: 3 clusters Score -2812189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2812218.750000 Penalty: 3236.064941
	Iteration 27Q: 3 clusters Score -2812219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2812234.000000 Penalty: 3236.064941
	Iteration 28Q: 3 clusters Score -2812234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2812254.250000 Penalty: 3236.064941
	Iteration 29Q: 3 clusters Score -2812254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2812265.250000 Penalty: 3236.064941
	Iteration 30Q: 3 clusters Score -2812265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2812265.000000 Penalty: 3236.064941
	Iteration 31Q: 3 clusters Score -2812265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2812267.500000 Penalty: 3236.064941
	Iteration 32Q: 3 clusters Score -2812268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2812267.750000 Penalty: 3236.064941
	Iteration 33Q: 3 clusters Score -2812268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2812269.250000 Penalty: 3236.064941
	Iteration 34Q: 3 clusters Score -2812269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2812270.500000 Penalty: 3236.064941
	Iteration 35Q: 3 clusters Score -2812270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2812270.500000 Penalty: 3236.064941
	Iteration 36F: 3 clusters Score -2812270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -416500.843750 Penalty: 1313.641113
	Iteration 0F: 2 clusters Score -416500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -413668.062500 Penalty: 2627.282227
	Iteration 0F: 3 clusters Score -413668.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -414462.906250 Penalty: 2627.282227
	Iteration 1F: 3 clusters Score -414462.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -414623.187500 Penalty: 2627.282227
	Iteration 2F: 3 clusters Score -414623.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -414744.625000 Penalty: 2627.282227
	Iteration 3F: 3 clusters Score -414744.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -414823.812500 Penalty: 2627.282227
	Iteration 4Q: 3 clusters Score -414823.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -414869.687500 Penalty: 2627.282227
	Iteration 5Q: 3 clusters Score -414869.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -414898.781250 Penalty: 2627.282227
	Iteration 6Q: 3 clusters Score -414898.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -414925.125000 Penalty: 2627.282227
	Iteration 7Q: 3 clusters Score -414925.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -414944.187500 Penalty: 2627.282227
	Iteration 8Q: 3 clusters Score -414944.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -414959.843750 Penalty: 2627.282227
	Iteration 9Q: 3 clusters Score -414959.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -414976.187500 Penalty: 2627.282227
	Iteration 10Q: 3 clusters Score -414976.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414994.625000 Penalty: 2627.282227
	Iteration 11Q: 3 clusters Score -414994.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -415008.562500 Penalty: 2627.282227
	Iteration 12Q: 3 clusters Score -415008.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -415022.687500 Penalty: 2627.282227
	Iteration 13Q: 3 clusters Score -415022.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -415032.312500 Penalty: 2627.282227
	Iteration 14Q: 3 clusters Score -415032.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -415042.687500 Penalty: 2627.282227
	Iteration 15Q: 3 clusters Score -415042.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -415049.781250 Penalty: 2627.282227
	Iteration 16Q: 3 clusters Score -415049.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -415057.156250 Penalty: 2627.282227
	Iteration 17Q: 3 clusters Score -415057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -415063.156250 Penalty: 2627.282227
	Iteration 18Q: 3 clusters Score -415063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -415068.593750 Penalty: 2627.282227
	Iteration 19Q: 3 clusters Score -415068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -415074.781250 Penalty: 2627.282227
	Iteration 20F: 3 clusters Score -415074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -415079.718750 Penalty: 2627.282227
	Iteration 21Q: 3 clusters Score -415079.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415083.406250 Penalty: 2627.282227
	Iteration 22Q: 3 clusters Score -415083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -415088.187500 Penalty: 2627.282227
	Iteration 23Q: 3 clusters Score -415088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415092.656250 Penalty: 2627.282227
	Iteration 24Q: 3 clusters Score -415092.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -415096.156250 Penalty: 2627.282227
	Iteration 25Q: 3 clusters Score -415096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -415097.437500 Penalty: 2627.282227
	Iteration 26Q: 3 clusters Score -415097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415097.562500 Penalty: 2627.282227
	Iteration 27Q: 3 clusters Score -415097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -415097.687500 Penalty: 2627.282227
	Iteration 28Q: 3 clusters Score -415097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -415098.093750 Penalty: 2627.282227
	Iteration 29Q: 3 clusters Score -415098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -415099.406250 Penalty: 2627.282227
	Iteration 30Q: 3 clusters Score -415099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -415098.593750 Penalty: 2627.282227
	Iteration 31Q: 3 clusters Score -415098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -415098.593750 Penalty: 2627.282227
	Iteration 32F: 3 clusters Score -415098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -283805.156250 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -283805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281566.593750 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -281566.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282095.406250 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -282095.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282242.687500 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -282242.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -282374.500000 Penalty: 2500.677734
	Iteration 3F: 3 clusters Score -282374.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282469.843750 Penalty: 2500.677734
	Iteration 4F: 3 clusters Score -282469.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -282559.968750 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -282560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282657.125000 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -282657.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282779.125000 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -282779.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -283023.875000 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -283023.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -283269.000000 Penalty: 2500.677734
	Iteration 9F: 3 clusters Score -283269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283349.375000 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -283349.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283392.437500 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -283392.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283423.625000 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -283423.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283446.843750 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -283446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283463.375000 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -283463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283469.500000 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -283469.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283471.062500 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -283471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283471.437500 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -283471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283471.437500 Penalty: 2500.677734
	Iteration 18F: 3 clusters Score -283471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -47876.500000 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -47876.5 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 209 members 
Entering Unmasked Estep 
Score: -46952.226562 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -46952.23 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47138.816406 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -47138.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47162.058594 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -47162.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47182.476562 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -47182.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47196.550781 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -47196.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47216.632812 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -47216.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47238.640625 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -47238.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47282.058594 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -47282.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47294.199219 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -47294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47309.195312 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -47309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47310.660156 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -47310.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47310.660156 Penalty: 1981.143066
	Iteration 11F: 3 clusters Score -47310.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -209754.937500 Penalty: 1219.105225
	Iteration 0F: 2 clusters Score -209754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207830.265625 Penalty: 2438.210449
	Iteration 0F: 3 clusters Score -207830.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208425.343750 Penalty: 2438.210449
	Iteration 1F: 3 clusters Score -208425.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -208624.843750 Penalty: 2438.210449
	Iteration 2F: 3 clusters Score -208624.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -208763.203125 Penalty: 2438.210449
	Iteration 3F: 3 clusters Score -208763.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208855.828125 Penalty: 2438.210449
	Iteration 4Q: 3 clusters Score -208855.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -208922.078125 Penalty: 2438.210449
	Iteration 5Q: 3 clusters Score -208922.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -208961.703125 Penalty: 2438.210449
	Iteration 6Q: 3 clusters Score -208961.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209003.250000 Penalty: 2438.210449
	Iteration 7Q: 3 clusters Score -209003.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -209026.484375 Penalty: 2438.210449
	Iteration 8Q: 3 clusters Score -209026.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209051.125000 Penalty: 2438.210449
	Iteration 9Q: 3 clusters Score -209051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209072.921875 Penalty: 2438.210449
	Iteration 10Q: 3 clusters Score -209072.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209088.156250 Penalty: 2438.210449
	Iteration 11Q: 3 clusters Score -209088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -209109.375000 Penalty: 2438.210449
	Iteration 12Q: 3 clusters Score -209109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209138.656250 Penalty: 2438.210449
	Iteration 13Q: 3 clusters Score -209138.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209169.046875 Penalty: 2438.210449
	Iteration 14Q: 3 clusters Score -209169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209194.937500 Penalty: 2438.210449
	Iteration 15Q: 3 clusters Score -209194.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209209.296875 Penalty: 2438.210449
	Iteration 16Q: 3 clusters Score -209209.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209225.484375 Penalty: 2438.210449
	Iteration 17Q: 3 clusters Score -209225.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209234.484375 Penalty: 2438.210449
	Iteration 18Q: 3 clusters Score -209234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209236.328125 Penalty: 2438.210449
	Iteration 19Q: 3 clusters Score -209236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209239.140625 Penalty: 2438.210449
	Iteration 20F: 3 clusters Score -209239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209242.203125 Penalty: 2438.210449
	Iteration 21Q: 3 clusters Score -209242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209244.015625 Penalty: 2438.210449
	Iteration 22Q: 3 clusters Score -209244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209251.296875 Penalty: 2438.210449
	Iteration 23Q: 3 clusters Score -209251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209257.906250 Penalty: 2438.210449
	Iteration 24Q: 3 clusters Score -209257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209263.828125 Penalty: 2438.210449
	Iteration 25Q: 3 clusters Score -209263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209268.578125 Penalty: 2438.210449
	Iteration 26Q: 3 clusters Score -209268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209273.546875 Penalty: 2438.210449
	Iteration 27Q: 3 clusters Score -209273.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209278.890625 Penalty: 2438.210449
	Iteration 28Q: 3 clusters Score -209278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209281.531250 Penalty: 2438.210449
	Iteration 29Q: 3 clusters Score -209281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209282.859375 Penalty: 2438.210449
	Iteration 30Q: 3 clusters Score -209282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209283.906250 Penalty: 2438.210449
	Iteration 31Q: 3 clusters Score -209283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209285.765625 Penalty: 2438.210449
	Iteration 32Q: 3 clusters Score -209285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209286.453125 Penalty: 2438.210449
	Iteration 33Q: 3 clusters Score -209286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209287.296875 Penalty: 2438.210449
	Iteration 34Q: 3 clusters Score -209287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209287.468750 Penalty: 2438.210449
	Iteration 35Q: 3 clusters Score -209287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209287.468750 Penalty: 2438.210449
	Iteration 36F: 3 clusters Score -209287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18548.796875 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18548.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18623.677734 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18623.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18635.050781 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -18635.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18636.281250 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18636.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18637.556641 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -18637.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18639.029297 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -18639.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18643.181641 Penalty: 1678.555420
	Iteration 6Q: 3 clusters Score -18643.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18643.181641 Penalty: 1678.555420
	Iteration 7F: 3 clusters Score -18643.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140001.500000 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -140001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138502.078125 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -138502.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138785.640625 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -138785.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138881.093750 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -138881.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138955.531250 Penalty: 2273.028320
	Iteration 3F: 3 clusters Score -138955.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139035.234375 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -139035.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139133.250000 Penalty: 2273.028320
	Iteration 5F: 3 clusters Score -139133.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139192.218750 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -139192.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139234.265625 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -139234.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139263.453125 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -139263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139282.093750 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -139282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139302.218750 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -139302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139314.484375 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -139314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139321.703125 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -139321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139333.625000 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -139333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139347.046875 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -139347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139356.296875 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -139356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139361.578125 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -139361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139362.281250 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -139362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139362.281250 Penalty: 2273.028320
	Iteration 18F: 3 clusters Score -139362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Entering Unmasked Estep 
Score: -2099117.750000 Penalty: 1579.770752
	Iteration 0F: 2 clusters Score -2099118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2087591.375000 Penalty: 3159.541504
	Iteration 0F: 3 clusters Score -2087591 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2091903.375000 Penalty: 3159.541504
	Iteration 1F: 3 clusters Score -2091903 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2092387.125000 Penalty: 3159.541504
	Iteration 2F: 3 clusters Score -2092387 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2092890.875000 Penalty: 3159.541504
	Iteration 3F: 3 clusters Score -2092891 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2093524.125000 Penalty: 3159.541504
	Iteration 4F: 3 clusters Score -2093524 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2094160.375000 Penalty: 3159.541504
	Iteration 5F: 3 clusters Score -2094160 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2094826.250000 Penalty: 3159.541504
	Iteration 6F: 3 clusters Score -2094826 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2095493.750000 Penalty: 3159.541504
	Iteration 7F: 3 clusters Score -2095494 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2096107.500000 Penalty: 3159.541504
	Iteration 8F: 3 clusters Score -2096108 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2096510.125000 Penalty: 3159.541504
	Iteration 9Q: 3 clusters Score -2096510 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2096770.500000 Penalty: 3159.541504
	Iteration 10Q: 3 clusters Score -2096770 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2096961.750000 Penalty: 3159.541504
	Iteration 11Q: 3 clusters Score -2096962 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2097121.000000 Penalty: 3159.541504
	Iteration 12Q: 3 clusters Score -2097121 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2097227.000000 Penalty: 3159.541504
	Iteration 13Q: 3 clusters Score -2097227 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2097288.750000 Penalty: 3159.541504
	Iteration 14Q: 3 clusters Score -2097289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2097339.500000 Penalty: 3159.541504
	Iteration 15Q: 3 clusters Score -2097340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2097391.250000 Penalty: 3159.541504
	Iteration 16Q: 3 clusters Score -2097391 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2097427.500000 Penalty: 3159.541504
	Iteration 17Q: 3 clusters Score -2097428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2097453.500000 Penalty: 3159.541504
	Iteration 18Q: 3 clusters Score -2097454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2097492.250000 Penalty: 3159.541504
	Iteration 19Q: 3 clusters Score -2097492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2097525.750000 Penalty: 3159.541504
	Iteration 20F: 3 clusters Score -2097526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2097553.500000 Penalty: 3159.541504
	Iteration 21Q: 3 clusters Score -2097554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2097582.500000 Penalty: 3159.541504
	Iteration 22Q: 3 clusters Score -2097582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2097606.500000 Penalty: 3159.541504
	Iteration 23Q: 3 clusters Score -2097606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2097628.750000 Penalty: 3159.541504
	Iteration 24Q: 3 clusters Score -2097629 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2097665.000000 Penalty: 3159.541504
	Iteration 25Q: 3 clusters Score -2097665 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2097693.250000 Penalty: 3159.541504
	Iteration 26Q: 3 clusters Score -2097693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2097721.000000 Penalty: 3159.541504
	Iteration 27Q: 3 clusters Score -2097721 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2097745.500000 Penalty: 3159.541504
	Iteration 28Q: 3 clusters Score -2097746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2097767.250000 Penalty: 3159.541504
	Iteration 29Q: 3 clusters Score -2097767 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2097787.000000 Penalty: 3159.541504
	Iteration 30Q: 3 clusters Score -2097787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2097810.250000 Penalty: 3159.541504
	Iteration 31Q: 3 clusters Score -2097810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2097834.250000 Penalty: 3159.541504
	Iteration 32Q: 3 clusters Score -2097834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2097856.000000 Penalty: 3159.541504
	Iteration 33Q: 3 clusters Score -2097856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2097884.500000 Penalty: 3159.541504
	Iteration 34Q: 3 clusters Score -2097884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2097900.750000 Penalty: 3159.541504
	Iteration 35Q: 3 clusters Score -2097901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2097918.250000 Penalty: 3159.541504
	Iteration 36Q: 3 clusters Score -2097918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2097934.500000 Penalty: 3159.541504
	Iteration 37Q: 3 clusters Score -2097934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2097961.000000 Penalty: 3159.541504
	Iteration 38Q: 3 clusters Score -2097961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2097967.250000 Penalty: 3159.541504
	Iteration 39Q: 3 clusters Score -2097967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2097981.750000 Penalty: 3159.541504
	Iteration 40F: 3 clusters Score -2097982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2097999.250000 Penalty: 3159.541504
	Iteration 41Q: 3 clusters Score -2097999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2098019.000000 Penalty: 3159.541504
	Iteration 42Q: 3 clusters Score -2098019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2098026.500000 Penalty: 3159.541504
	Iteration 43Q: 3 clusters Score -2098026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2098043.500000 Penalty: 3159.541504
	Iteration 44Q: 3 clusters Score -2098044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2098045.750000 Penalty: 3159.541504
	Iteration 45Q: 3 clusters Score -2098046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2098062.000000 Penalty: 3159.541504
	Iteration 46Q: 3 clusters Score -2098062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2098073.750000 Penalty: 3159.541504
	Iteration 47Q: 3 clusters Score -2098074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2098089.250000 Penalty: 3159.541504
	Iteration 48Q: 3 clusters Score -2098089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2098097.250000 Penalty: 3159.541504
	Iteration 49Q: 3 clusters Score -2098097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2098113.000000 Penalty: 3159.541504
	Iteration 50Q: 3 clusters Score -2098113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2098119.000000 Penalty: 3159.541504
	Iteration 51Q: 3 clusters Score -2098119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2098137.250000 Penalty: 3159.541504
	Iteration 52Q: 3 clusters Score -2098137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2098147.000000 Penalty: 3159.541504
	Iteration 53Q: 3 clusters Score -2098147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2098158.750000 Penalty: 3159.541504
	Iteration 54Q: 3 clusters Score -2098159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2098178.750000 Penalty: 3159.541504
	Iteration 55Q: 3 clusters Score -2098179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2098208.750000 Penalty: 3159.541504
	Iteration 56Q: 3 clusters Score -2098209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2098247.000000 Penalty: 3159.541504
	Iteration 57Q: 3 clusters Score -2098247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2098288.250000 Penalty: 3159.541504
	Iteration 58Q: 3 clusters Score -2098288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2098330.750000 Penalty: 3159.541504
	Iteration 59Q: 3 clusters Score -2098331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2098361.750000 Penalty: 3159.541504
	Iteration 60F: 3 clusters Score -2098362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2098387.000000 Penalty: 3159.541504
	Iteration 61Q: 3 clusters Score -2098387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2098396.250000 Penalty: 3159.541504
	Iteration 62Q: 3 clusters Score -2098396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2098412.750000 Penalty: 3159.541504
	Iteration 63Q: 3 clusters Score -2098413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2098422.750000 Penalty: 3159.541504
	Iteration 64Q: 3 clusters Score -2098423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2098424.250000 Penalty: 3159.541504
	Iteration 65Q: 3 clusters Score -2098424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2098428.250000 Penalty: 3159.541504
	Iteration 66Q: 3 clusters Score -2098428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2098431.000000 Penalty: 3159.541504
	Iteration 67Q: 3 clusters Score -2098431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2098428.250000 Penalty: 3159.541504
	Iteration 68Q: 3 clusters Score -2098428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2098429.750000 Penalty: 3159.541504
	Iteration 69Q: 3 clusters Score -2098430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2098430.750000 Penalty: 3159.541504
	Iteration 70Q: 3 clusters Score -2098431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2098435.750000 Penalty: 3159.541504
	Iteration 71Q: 3 clusters Score -2098436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2098435.250000 Penalty: 3159.541504
	Iteration 72Q: 3 clusters Score -2098435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2098436.000000 Penalty: 3159.541504
	Iteration 73Q: 3 clusters Score -2098436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2098435.500000 Penalty: 3159.541504
	Iteration 74Q: 3 clusters Score -2098436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2098440.250000 Penalty: 3159.541504
	Iteration 75Q: 3 clusters Score -2098440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2098439.750000 Penalty: 3159.541504
	Iteration 76Q: 3 clusters Score -2098440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2098439.500000 Penalty: 3159.541504
	Iteration 77Q: 3 clusters Score -2098440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2098439.000000 Penalty: 3159.541504
	Iteration 78Q: 3 clusters Score -2098439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2098440.000000 Penalty: 3159.541504
	Iteration 79Q: 3 clusters Score -2098440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2098441.250000 Penalty: 3159.541504
	Iteration 80F: 3 clusters Score -2098441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2098442.500000 Penalty: 3159.541504
	Iteration 81Q: 3 clusters Score -2098442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2098443.500000 Penalty: 3159.541504
	Iteration 82Q: 3 clusters Score -2098444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2098445.500000 Penalty: 3159.541504
	Iteration 83Q: 3 clusters Score -2098446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2098444.250000 Penalty: 3159.541504
	Iteration 84Q: 3 clusters Score -2098444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2098445.250000 Penalty: 3159.541504
	Iteration 85Q: 3 clusters Score -2098445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2098443.250000 Penalty: 3159.541504
	Iteration 86Q: 3 clusters Score -2098443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2098443.250000 Penalty: 3159.541504
	Iteration 87F: 3 clusters Score -2098443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -95987.585938 Penalty: 1071.592163
	Iteration 0F: 2 clusters Score -95987.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94709.945312 Penalty: 2143.184326
	Iteration 0F: 3 clusters Score -94709.95 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94907.218750 Penalty: 2143.184326
	Iteration 1F: 3 clusters Score -94907.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94962.382812 Penalty: 2143.184326
	Iteration 2F: 3 clusters Score -94962.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94997.882812 Penalty: 2143.184326
	Iteration 3Q: 3 clusters Score -94997.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95028.500000 Penalty: 2143.184326
	Iteration 4Q: 3 clusters Score -95028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95053.226562 Penalty: 2143.184326
	Iteration 5Q: 3 clusters Score -95053.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95063.851562 Penalty: 2143.184326
	Iteration 6Q: 3 clusters Score -95063.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95071.203125 Penalty: 2143.184326
	Iteration 7Q: 3 clusters Score -95071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95077.726562 Penalty: 2143.184326
	Iteration 8Q: 3 clusters Score -95077.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95081.070312 Penalty: 2143.184326
	Iteration 9Q: 3 clusters Score -95081.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95084.625000 Penalty: 2143.184326
	Iteration 10Q: 3 clusters Score -95084.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95086.703125 Penalty: 2143.184326
	Iteration 11Q: 3 clusters Score -95086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95087.312500 Penalty: 2143.184326
	Iteration 12Q: 3 clusters Score -95087.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95087.312500 Penalty: 2143.184326
	Iteration 13F: 3 clusters Score -95087.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 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 287 members 
Entering Unmasked Estep 
Score: -67561.984375 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67561.98 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67739.187500 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67739.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67767.015625 Penalty: 2048.945801
	Iteration 2Q: 3 clusters Score -67767.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67783.539062 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67783.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67791.117188 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67791.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67795.304688 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -67795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67799.828125 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -67799.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67799.828125 Penalty: 2048.945801
	Iteration 7F: 3 clusters Score -67799.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -616370.375000 Penalty: 1372.669922
	Iteration 0F: 2 clusters Score -616370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -612583.062500 Penalty: 2745.339844
	Iteration 0F: 3 clusters Score -612583.1 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -613626.937500 Penalty: 2745.339844
	Iteration 1F: 3 clusters Score -613626.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -613793.375000 Penalty: 2745.339844
	Iteration 2F: 3 clusters Score -613793.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -613897.437500 Penalty: 2745.339844
	Iteration 3F: 3 clusters Score -613897.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -613971.000000 Penalty: 2745.339844
	Iteration 4Q: 3 clusters Score -613971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -614047.687500 Penalty: 2745.339844
	Iteration 5Q: 3 clusters Score -614047.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -614114.875000 Penalty: 2745.339844
	Iteration 6Q: 3 clusters Score -614114.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -614170.875000 Penalty: 2745.339844
	Iteration 7Q: 3 clusters Score -614170.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -614239.250000 Penalty: 2745.339844
	Iteration 8Q: 3 clusters Score -614239.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -614296.500000 Penalty: 2745.339844
	Iteration 9Q: 3 clusters Score -614296.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -614358.875000 Penalty: 2745.339844
	Iteration 10Q: 3 clusters Score -614358.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -614426.250000 Penalty: 2745.339844
	Iteration 11Q: 3 clusters Score -614426.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -614497.250000 Penalty: 2745.339844
	Iteration 12Q: 3 clusters Score -614497.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -614561.812500 Penalty: 2745.339844
	Iteration 13Q: 3 clusters Score -614561.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -614632.125000 Penalty: 2745.339844
	Iteration 14Q: 3 clusters Score -614632.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -614685.125000 Penalty: 2745.339844
	Iteration 15Q: 3 clusters Score -614685.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -614742.187500 Penalty: 2745.339844
	Iteration 16Q: 3 clusters Score -614742.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -614797.375000 Penalty: 2745.339844
	Iteration 17Q: 3 clusters Score -614797.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -614844.187500 Penalty: 2745.339844
	Iteration 18Q: 3 clusters Score -614844.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -614888.312500 Penalty: 2745.339844
	Iteration 19Q: 3 clusters Score -614888.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -614909.250000 Penalty: 2745.339844
	Iteration 20F: 3 clusters Score -614909.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -614935.437500 Penalty: 2745.339844
	Iteration 21Q: 3 clusters Score -614935.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -614965.875000 Penalty: 2745.339844
	Iteration 22Q: 3 clusters Score -614965.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -614997.937500 Penalty: 2745.339844
	Iteration 23Q: 3 clusters Score -614997.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -615026.187500 Penalty: 2745.339844
	Iteration 24Q: 3 clusters Score -615026.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -615053.562500 Penalty: 2745.339844
	Iteration 25Q: 3 clusters Score -615053.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -615077.000000 Penalty: 2745.339844
	Iteration 26Q: 3 clusters Score -615077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -615089.750000 Penalty: 2745.339844
	Iteration 27Q: 3 clusters Score -615089.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -615102.562500 Penalty: 2745.339844
	Iteration 28Q: 3 clusters Score -615102.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -615115.187500 Penalty: 2745.339844
	Iteration 29Q: 3 clusters Score -615115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -615123.687500 Penalty: 2745.339844
	Iteration 30Q: 3 clusters Score -615123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -615130.812500 Penalty: 2745.339844
	Iteration 31Q: 3 clusters Score -615130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -615141.187500 Penalty: 2745.339844
	Iteration 32Q: 3 clusters Score -615141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -615151.812500 Penalty: 2745.339844
	Iteration 33Q: 3 clusters Score -615151.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -615164.500000 Penalty: 2745.339844
	Iteration 34Q: 3 clusters Score -615164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -615169.250000 Penalty: 2745.339844
	Iteration 35Q: 3 clusters Score -615169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -615170.875000 Penalty: 2745.339844
	Iteration 36Q: 3 clusters Score -615170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -615175.375000 Penalty: 2745.339844
	Iteration 37Q: 3 clusters Score -615175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -615177.000000 Penalty: 2745.339844
	Iteration 38Q: 3 clusters Score -615177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -615181.937500 Penalty: 2745.339844
	Iteration 39Q: 3 clusters Score -615181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -615183.250000 Penalty: 2745.339844
	Iteration 40F: 3 clusters Score -615183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -603882.125000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603882.1 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -604664.375000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604664.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -604844.812500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -604844.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -604980.937500 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -604980.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -605091.500000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605091.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -605234.562500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605234.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -605390.500000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605390.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -605637.000000 Penalty: 2675.716064
	Iteration 7F: 3 clusters Score -605637 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -605928.312500 Penalty: 2675.716064
	Iteration 8F: 3 clusters Score -605928.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -606151.875000 Penalty: 2675.716064
	Iteration 9F: 3 clusters Score -606151.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -606296.875000 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -606296.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -606408.625000 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -606408.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -606476.437500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -606476.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -606514.750000 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -606514.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -606548.437500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606548.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -606567.062500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606567.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -606582.250000 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606582.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -606592.375000 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606592.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -606599.687500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606599.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606602.812500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -606606.750000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -606608.625000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -606610.625000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -606613.125000 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -606613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -606613.562500 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -606613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -606613.562500 Penalty: 2675.716064
	Iteration 25F: 3 clusters Score -606613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -644694.187500 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -644694.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -640748.000000 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -640748 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -641970.750000 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -641970.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -642204.812500 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -642204.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -642385.875000 Penalty: 2760.990967
	Iteration 3F: 3 clusters Score -642385.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -642576.562500 Penalty: 2760.990967
	Iteration 4F: 3 clusters Score -642576.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -642771.250000 Penalty: 2760.990967
	Iteration 5F: 3 clusters Score -642771.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -642919.625000 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -642919.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -643050.562500 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -643050.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -643211.750000 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -643211.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -643372.000000 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -643372 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -643529.375000 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -643529.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -643671.375000 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -643671.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -643849.000000 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -643849 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -644061.937500 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -644061.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -644231.062500 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -644231.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -644383.500000 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -644383.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -644468.875000 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -644468.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -644533.812500 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -644533.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -644576.312500 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -644576.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -644606.812500 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -644606.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -644626.375000 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -644626.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -644635.562500 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -644635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -644642.062500 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -644642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -644643.687500 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -644643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -644647.250000 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -644647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -644647.250000 Penalty: 2760.990967
	Iteration 25F: 3 clusters Score -644647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53585.054688 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53585.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53715.097656 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53715.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53753.000000 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53766.394531 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53766.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53780.839844 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53780.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53793.078125 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53793.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53798.167969 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53798.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53807.003906 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -53807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53814.472656 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -53814.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53822.992188 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -53822.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53829.976562 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -53829.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53840.500000 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -53840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53841.304688 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -53841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53842.839844 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -53842.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53842.839844 Penalty: 1972.989746
	Iteration 14F: 3 clusters Score -53842.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -22912.074219 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -22912.07 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 226 members 
Entering Unmasked Estep 
Score: -21947.431641 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -21947.43 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22238.703125 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -22238.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22384.113281 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -22384.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22437.859375 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -22437.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22473.783203 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -22473.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22506.851562 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -22506.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22560.337891 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -22560.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22629.421875 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -22629.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22701.410156 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -22701.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22737.806641 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -22737.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22769.267578 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -22769.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22810.648438 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -22810.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22845.759766 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -22845.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22898.796875 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -22898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22940.558594 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -22940.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22946.814453 Penalty: 1971.485229
	Iteration 15Q: 3 clusters Score -22946.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22980.720703 Penalty: 1971.485229
	Iteration 16Q: 3 clusters Score -22980.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22995.623047 Penalty: 1971.485229
	Iteration 17Q: 3 clusters Score -22995.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23003.119141 Penalty: 1971.485229
	Iteration 18Q: 3 clusters Score -23003.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23004.771484 Penalty: 1971.485229
	Iteration 19Q: 3 clusters Score -23004.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23010.748047 Penalty: 1971.485229
	Iteration 20F: 3 clusters Score -23010.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23019.253906 Penalty: 1971.485229
	Iteration 21Q: 3 clusters Score -23019.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23022.265625 Penalty: 1971.485229
	Iteration 22Q: 3 clusters Score -23022.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23022.265625 Penalty: 1971.485229
	Iteration 23F: 3 clusters Score -23022.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14152 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 27582 members 
Mstep: Class 11 contains 56149 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 74522 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 3086 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2759 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84878 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74379 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7370 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 53 contains 214 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1812 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 16675 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4662 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4892 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 217 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1695 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8567 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2842 members 
Mstep: Class 74 contains 1661 members 
Mstep: Class 75 contains 4507 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6665 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11303 members 
Entering Unmasked Estep 
Score: -68991632.000000 Penalty: 171366.265625
Splitting cluster 65 changes total score from -68992648.000000 to -68991632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -78734.750000 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -78734.75 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 304 members 
Entering Unmasked Estep 
Score: -77610.031250 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -77610.03 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77811.281250 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -77811.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77861.453125 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -77861.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77907.476562 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -77907.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77953.671875 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -77953.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77967.453125 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -77967.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77976.898438 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -77976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77985.171875 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -77985.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77997.398438 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -77997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78008.117188 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -78008.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78015.937500 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -78015.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78018.007812 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -78018.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78018.007812 Penalty: 2088.608643
	Iteration 12F: 3 clusters Score -78018.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -200471.156250 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -200471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198592.093750 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -198592.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -199159.062500 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -199159.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -199341.265625 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -199341.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199428.093750 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -199428.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199504.828125 Penalty: 2416.517334
	Iteration 4Q: 3 clusters Score -199504.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199545.359375 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -199545.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199580.031250 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -199580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -199606.328125 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -199606.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -199624.406250 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -199624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -199638.062500 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -199638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -199647.937500 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -199647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -199657.109375 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -199657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -199672.484375 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -199672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -199690.203125 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -199690.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -199711.125000 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -199711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -199728.625000 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -199728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -199747.484375 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -199747.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -199769.718750 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -199769.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -199793.218750 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -199793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -199811.546875 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -199811.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -199827.171875 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -199827.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -199845.203125 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -199845.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -199857.015625 Penalty: 2416.517334
	Iteration 22Q: 3 clusters Score -199857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -199862.125000 Penalty: 2416.517334
	Iteration 23Q: 3 clusters Score -199862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -199865.250000 Penalty: 2416.517334
	Iteration 24Q: 3 clusters Score -199865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -199868.390625 Penalty: 2416.517334
	Iteration 25Q: 3 clusters Score -199868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -199872.437500 Penalty: 2416.517334
	Iteration 26Q: 3 clusters Score -199872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199873.640625 Penalty: 2416.517334
	Iteration 27Q: 3 clusters Score -199873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199874.250000 Penalty: 2416.517334
	Iteration 28Q: 3 clusters Score -199874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -199875.234375 Penalty: 2416.517334
	Iteration 29Q: 3 clusters Score -199875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -199878.234375 Penalty: 2416.517334
	Iteration 30Q: 3 clusters Score -199878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199880.421875 Penalty: 2416.517334
	Iteration 31Q: 3 clusters Score -199880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199880.421875 Penalty: 2416.517334
	Iteration 32F: 3 clusters Score -199880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -102171.710938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -102171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100977.304688 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100977.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101242.625000 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -101242.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101329.687500 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -101329.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -101369.578125 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -101369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101393.750000 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -101393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101409.757812 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -101409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101421.312500 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -101421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101423.984375 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -101424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101427.781250 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -101427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101428.195312 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -101428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101430.710938 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -101430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101433.195312 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -101433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101434.664062 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -101434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101436.625000 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -101436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -101438.773438 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -101438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101439.757812 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -101439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101439.757812 Penalty: 2133.711182
	Iteration 16F: 3 clusters Score -101439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Entering Unmasked Estep 
Score: -1138872.875000 Penalty: 1471.546753
	Iteration 0F: 2 clusters Score -1138873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1132692.500000 Penalty: 2943.093506
	Iteration 0F: 3 clusters Score -1132692 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1134631.000000 Penalty: 2943.093506
	Iteration 1F: 3 clusters Score -1134631 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1134831.500000 Penalty: 2943.093506
	Iteration 2F: 3 clusters Score -1134832 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1134988.750000 Penalty: 2943.093506
	Iteration 3Q: 3 clusters Score -1134989 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1135111.125000 Penalty: 2943.093506
	Iteration 4Q: 3 clusters Score -1135111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1135232.875000 Penalty: 2943.093506
	Iteration 5Q: 3 clusters Score -1135233 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1135342.875000 Penalty: 2943.093506
	Iteration 6Q: 3 clusters Score -1135343 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1135534.000000 Penalty: 2943.093506
	Iteration 7Q: 3 clusters Score -1135534 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1135789.500000 Penalty: 2943.093506
	Iteration 8Q: 3 clusters Score -1135790 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1136134.875000 Penalty: 2943.093506
	Iteration 9F: 3 clusters Score -1136135 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1136607.625000 Penalty: 2943.093506
	Iteration 10F: 3 clusters Score -1136608 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1137104.625000 Penalty: 2943.093506
	Iteration 11F: 3 clusters Score -1137105 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1137538.875000 Penalty: 2943.093506
	Iteration 12F: 3 clusters Score -1137539 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1137800.125000 Penalty: 2943.093506
	Iteration 13Q: 3 clusters Score -1137800 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1137979.625000 Penalty: 2943.093506
	Iteration 14Q: 3 clusters Score -1137980 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1138097.625000 Penalty: 2943.093506
	Iteration 15Q: 3 clusters Score -1138098 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1138179.375000 Penalty: 2943.093506
	Iteration 16Q: 3 clusters Score -1138179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1138255.375000 Penalty: 2943.093506
	Iteration 17Q: 3 clusters Score -1138255 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1138333.000000 Penalty: 2943.093506
	Iteration 18Q: 3 clusters Score -1138333 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1138418.375000 Penalty: 2943.093506
	Iteration 19Q: 3 clusters Score -1138418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1138515.500000 Penalty: 2943.093506
	Iteration 20F: 3 clusters Score -1138516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1138596.625000 Penalty: 2943.093506
	Iteration 21Q: 3 clusters Score -1138597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1138641.750000 Penalty: 2943.093506
	Iteration 22Q: 3 clusters Score -1138642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1138672.000000 Penalty: 2943.093506
	Iteration 23Q: 3 clusters Score -1138672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1138686.500000 Penalty: 2943.093506
	Iteration 24Q: 3 clusters Score -1138686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1138692.125000 Penalty: 2943.093506
	Iteration 25Q: 3 clusters Score -1138692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1138698.625000 Penalty: 2943.093506
	Iteration 26Q: 3 clusters Score -1138699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1138705.125000 Penalty: 2943.093506
	Iteration 27Q: 3 clusters Score -1138705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1138704.125000 Penalty: 2943.093506
	Iteration 28Q: 3 clusters Score -1138704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1138704.375000 Penalty: 2943.093506
	Iteration 29Q: 3 clusters Score -1138704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1138705.250000 Penalty: 2943.093506
	Iteration 30Q: 3 clusters Score -1138705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1138706.000000 Penalty: 2943.093506
	Iteration 31Q: 3 clusters Score -1138706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1138705.125000 Penalty: 2943.093506
	Iteration 32Q: 3 clusters Score -1138705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1138706.750000 Penalty: 2943.093506
	Iteration 33Q: 3 clusters Score -1138707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1138704.750000 Penalty: 2943.093506
	Iteration 34Q: 3 clusters Score -1138705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1138703.250000 Penalty: 2943.093506
	Iteration 35Q: 3 clusters Score -1138703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1138703.375000 Penalty: 2943.093506
	Iteration 36Q: 3 clusters Score -1138703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1138700.750000 Penalty: 2943.093506
	Iteration 37Q: 3 clusters Score -1138701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1138703.250000 Penalty: 2943.093506
	Iteration 38Q: 3 clusters Score -1138703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1138703.250000 Penalty: 2943.093506
	Iteration 39F: 3 clusters Score -1138703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -36721.140625 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -36721.14 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 140 members 
Entering Unmasked Estep 
Score: -35831.027344 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -35831.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35948.593750 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -35948.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35988.761719 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -35988.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36000.972656 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -36000.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36017.011719 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -36017.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36025.386719 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -36025.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36029.011719 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -36029.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36032.171875 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -36032.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36035.035156 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -36035.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36035.707031 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -36035.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36035.707031 Penalty: 1850.463013
	Iteration 10F: 3 clusters Score -36035.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -124268.273438 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -124268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122838.960938 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -122839 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123115.359375 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -123115.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123230.054688 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -123230.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123297.046875 Penalty: 2233.104736
	Iteration 3F: 3 clusters Score -123297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123341.945312 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -123341.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123381.718750 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -123381.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123416.750000 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -123416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123446.304688 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -123446.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123468.875000 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -123468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123480.390625 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -123480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123483.984375 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -123484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123485.546875 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -123485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123486.046875 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -123486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123486.578125 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -123486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123489.367188 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -123489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123489.367188 Penalty: 2233.104736
	Iteration 15F: 3 clusters Score -123489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158492.187500 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158492.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -158710.890625 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158710.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158762.156250 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158762.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158790.031250 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158818.796875 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158818.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158839.828125 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158848.703125 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158857.421875 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -158862.578125 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -158862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158865.203125 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -158865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158866.281250 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -158866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158867.140625 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -158867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158869.375000 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -158869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158873.781250 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -158873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158883.562500 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -158883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -158886.968750 Penalty: 2241.425537
	Iteration 15Q: 3 clusters Score -158887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158891.281250 Penalty: 2241.425537
	Iteration 16Q: 3 clusters Score -158891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -158894.015625 Penalty: 2241.425537
	Iteration 17Q: 3 clusters Score -158894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158897.781250 Penalty: 2241.425537
	Iteration 18Q: 3 clusters Score -158897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158905.296875 Penalty: 2241.425537
	Iteration 19Q: 3 clusters Score -158905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158912.000000 Penalty: 2241.425537
	Iteration 20F: 3 clusters Score -158912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158916.140625 Penalty: 2241.425537
	Iteration 21Q: 3 clusters Score -158916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158917.703125 Penalty: 2241.425537
	Iteration 22Q: 3 clusters Score -158917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158921.125000 Penalty: 2241.425537
	Iteration 23Q: 3 clusters Score -158921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158924.812500 Penalty: 2241.425537
	Iteration 24Q: 3 clusters Score -158924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158924.812500 Penalty: 2241.425537
	Iteration 25F: 3 clusters Score -158924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -362875.656250 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -362875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -360314.343750 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -360314.3 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -360958.968750 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -360959 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -361107.937500 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -361107.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361209.562500 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -361209.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -361300.718750 Penalty: 2584.485596
	Iteration 4Q: 3 clusters Score -361300.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -361356.062500 Penalty: 2584.485596
	Iteration 5Q: 3 clusters Score -361356.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -361408.750000 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -361408.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -361458.781250 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -361458.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -361488.125000 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -361488.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -361514.968750 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -361515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -361545.750000 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -361545.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -361567.312500 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -361567.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -361581.656250 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -361581.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -361594.625000 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -361594.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -361609.125000 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -361609.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -361625.000000 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -361625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -361635.281250 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -361635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -361641.437500 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -361641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -361647.968750 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -361648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -361657.125000 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -361657.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -361667.593750 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -361667.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -361673.812500 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -361673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -361677.125000 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -361677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -361683.562500 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -361683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -361691.156250 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -361691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -361699.843750 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -361699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -361710.718750 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -361710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -361718.125000 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -361718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -361725.406250 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -361725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -361728.343750 Penalty: 2584.485596
	Iteration 29Q: 3 clusters Score -361728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -361730.718750 Penalty: 2584.485596
	Iteration 30Q: 3 clusters Score -361730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -361733.875000 Penalty: 2584.485596
	Iteration 31Q: 3 clusters Score -361733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -361736.812500 Penalty: 2584.485596
	Iteration 32Q: 3 clusters Score -361736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -361737.406250 Penalty: 2584.485596
	Iteration 33Q: 3 clusters Score -361737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -361738.531250 Penalty: 2584.485596
	Iteration 34Q: 3 clusters Score -361738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -361740.281250 Penalty: 2584.485596
	Iteration 35Q: 3 clusters Score -361740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -361742.687500 Penalty: 2584.485596
	Iteration 36Q: 3 clusters Score -361742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -361742.687500 Penalty: 2584.485596
	Iteration 37F: 3 clusters Score -361742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -218254.750000 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -218254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -216388.421875 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -216388.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216833.312500 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -216833.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -216952.000000 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -216952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -217053.593750 Penalty: 2409.931885
	Iteration 3F: 3 clusters Score -217053.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -217151.187500 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -217151.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217241.093750 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -217241.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217346.406250 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -217346.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217417.031250 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -217417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217467.859375 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -217467.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217504.453125 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -217504.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217536.359375 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -217536.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217561.171875 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -217561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217580.671875 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -217580.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -217595.437500 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -217595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -217606.093750 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -217606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -217615.515625 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -217615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217627.875000 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -217627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217644.640625 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -217644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217662.828125 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -217662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -217677.078125 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -217677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -217689.312500 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -217689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -217703.296875 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -217703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -217713.453125 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -217713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -217716.796875 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -217716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217719.578125 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -217719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -217720.859375 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -217720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -217720.859375 Penalty: 2409.931885
	Iteration 26F: 3 clusters Score -217720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -580533.062500 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -580533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -576839.437500 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -576839.4 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -577846.375000 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -577846.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -578057.437500 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -578057.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -578200.187500 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -578200.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -578293.750000 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -578293.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578371.875000 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -578371.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -578442.375000 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -578442.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -578526.375000 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -578526.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -578615.687500 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -578615.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -578714.250000 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -578714.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -578804.437500 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -578804.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -578898.125000 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -578898.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -578984.937500 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -578984.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -579053.312500 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -579053.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -579111.187500 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -579111.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -579158.312500 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -579158.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -579187.875000 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -579187.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -579208.687500 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -579208.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -579226.812500 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -579226.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -579242.500000 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -579242.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -579257.875000 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -579257.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -579271.000000 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -579271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -579285.062500 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -579285.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -579301.000000 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -579301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -579316.312500 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -579316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -579324.937500 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -579324.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -579334.000000 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -579334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -579343.562500 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -579343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -579347.562500 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -579347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -579352.250000 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -579352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -579357.000000 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -579357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -579357.562500 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -579357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -579362.250000 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -579362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -579364.312500 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -579364.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -579367.375000 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -579367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -579370.625000 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -579370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -579374.875000 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -579374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -579379.812500 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -579379.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -579382.937500 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -579382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -579385.312500 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -579385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -579387.875000 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -579387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -579390.375000 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -579390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -579392.812500 Penalty: 2734.350830
	Iteration 42Q: 3 clusters Score -579392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -579392.812500 Penalty: 2734.350830
	Iteration 43Q: 3 clusters Score -579392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -579392.812500 Penalty: 2734.350830
	Iteration 44F: 3 clusters Score -579392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -39058.011719 Penalty: 952.377808
	Iteration 0F: 2 clusters Score -39058.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38161.687500 Penalty: 1904.755615
	Iteration 0F: 3 clusters Score -38161.69 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38303.496094 Penalty: 1904.755615
	Iteration 1F: 3 clusters Score -38303.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38348.437500 Penalty: 1904.755615
	Iteration 2F: 3 clusters Score -38348.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38360.246094 Penalty: 1904.755615
	Iteration 3Q: 3 clusters Score -38360.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38366.910156 Penalty: 1904.755615
	Iteration 4Q: 3 clusters Score -38366.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38379.070312 Penalty: 1904.755615
	Iteration 5Q: 3 clusters Score -38379.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38391.847656 Penalty: 1904.755615
	Iteration 6Q: 3 clusters Score -38391.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38399.632812 Penalty: 1904.755615
	Iteration 7Q: 3 clusters Score -38399.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38422.769531 Penalty: 1904.755615
	Iteration 8Q: 3 clusters Score -38422.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38436.347656 Penalty: 1904.755615
	Iteration 9Q: 3 clusters Score -38436.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38447.640625 Penalty: 1904.755615
	Iteration 10Q: 3 clusters Score -38447.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38456.871094 Penalty: 1904.755615
	Iteration 11Q: 3 clusters Score -38456.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38466.886719 Penalty: 1904.755615
	Iteration 12Q: 3 clusters Score -38466.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38470.261719 Penalty: 1904.755615
	Iteration 13Q: 3 clusters Score -38470.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38483.410156 Penalty: 1904.755615
	Iteration 14Q: 3 clusters Score -38483.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38512.117188 Penalty: 1904.755615
	Iteration 15Q: 3 clusters Score -38512.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38521.828125 Penalty: 1904.755615
	Iteration 16Q: 3 clusters Score -38521.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38537.687500 Penalty: 1904.755615
	Iteration 17Q: 3 clusters Score -38537.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38539.921875 Penalty: 1904.755615
	Iteration 18Q: 3 clusters Score -38539.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38548.191406 Penalty: 1904.755615
	Iteration 19Q: 3 clusters Score -38548.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38571.601562 Penalty: 1904.755615
	Iteration 20F: 3 clusters Score -38571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -20965.828125 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -20965.83 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 147 members 
Entering Unmasked Estep 
Score: -20144.964844 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -20144.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20230.458984 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -20230.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20249.410156 Penalty: 1831.306519
	Iteration 2Q: 3 clusters Score -20249.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20267.587891 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -20267.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20275.382812 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -20275.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20282.509766 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -20282.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20282.509766 Penalty: 1831.306519
	Iteration 6F: 3 clusters Score -20282.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -852921.687500 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -852921.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -847861.000000 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -847861 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -849554.375000 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -849554.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -849835.187500 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -849835.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -850060.437500 Penalty: 2861.503174
	Iteration 3F: 3 clusters Score -850060.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -850246.812500 Penalty: 2861.503174
	Iteration 4Q: 3 clusters Score -850246.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -850410.187500 Penalty: 2861.503174
	Iteration 5Q: 3 clusters Score -850410.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -850557.062500 Penalty: 2861.503174
	Iteration 6Q: 3 clusters Score -850557.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -850697.500000 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -850697.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -850843.812500 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -850843.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -851000.187500 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -851000.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -851178.187500 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -851178.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -851336.125000 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -851336.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -851501.875000 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -851501.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -851638.937500 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -851638.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -851727.812500 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -851727.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -851809.375000 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -851809.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -851872.437500 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -851872.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -851933.125000 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -851933.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -851994.125000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -851994.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -852042.687500 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -852042.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -852073.500000 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -852073.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -852098.750000 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -852098.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -852114.500000 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -852114.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -852127.000000 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -852127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -852137.437500 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -852137.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -852141.187500 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -852141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -852144.062500 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -852144.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -852144.625000 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -852144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -852145.500000 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -852145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -852146.812500 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -852146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -852147.312500 Penalty: 2861.503174
	Iteration 30Q: 3 clusters Score -852147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -852150.562500 Penalty: 2861.503174
	Iteration 31Q: 3 clusters Score -852150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -852151.125000 Penalty: 2861.503174
	Iteration 32Q: 3 clusters Score -852151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -852150.937500 Penalty: 2861.503174
	Iteration 33Q: 3 clusters Score -852150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -852150.500000 Penalty: 2861.503174
	Iteration 34Q: 3 clusters Score -852150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -852154.125000 Penalty: 2861.503174
	Iteration 35Q: 3 clusters Score -852154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -852158.062500 Penalty: 2861.503174
	Iteration 36Q: 3 clusters Score -852158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -852160.125000 Penalty: 2861.503174
	Iteration 37Q: 3 clusters Score -852160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -852164.437500 Penalty: 2861.503174
	Iteration 38Q: 3 clusters Score -852164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -852168.250000 Penalty: 2861.503174
	Iteration 39Q: 3 clusters Score -852168.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -852170.812500 Penalty: 2861.503174
	Iteration 40F: 3 clusters Score -852170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -852175.937500 Penalty: 2861.503174
	Iteration 41Q: 3 clusters Score -852175.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -852180.000000 Penalty: 2861.503174
	Iteration 42Q: 3 clusters Score -852180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -852185.562500 Penalty: 2861.503174
	Iteration 43Q: 3 clusters Score -852185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -852188.437500 Penalty: 2861.503174
	Iteration 44Q: 3 clusters Score -852188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -852191.500000 Penalty: 2861.503174
	Iteration 45Q: 3 clusters Score -852191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -852193.187500 Penalty: 2861.503174
	Iteration 46Q: 3 clusters Score -852193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -852195.500000 Penalty: 2861.503174
	Iteration 47Q: 3 clusters Score -852195.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -852196.750000 Penalty: 2861.503174
	Iteration 48Q: 3 clusters Score -852196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -852197.875000 Penalty: 2861.503174
	Iteration 49Q: 3 clusters Score -852197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -852196.562500 Penalty: 2861.503174
	Iteration 50Q: 3 clusters Score -852196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -852195.687500 Penalty: 2861.503174
	Iteration 51Q: 3 clusters Score -852195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -852197.062500 Penalty: 2861.503174
	Iteration 52Q: 3 clusters Score -852197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -852197.125000 Penalty: 2861.503174
	Iteration 53Q: 3 clusters Score -852197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -852197.125000 Penalty: 2861.503174
	Iteration 54F: 3 clusters Score -852197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -205408.265625 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -205408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -203598.640625 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -203598.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203953.796875 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -203953.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204028.312500 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -204028.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -204073.703125 Penalty: 2384.927490
	Iteration 3Q: 3 clusters Score -204073.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -204110.500000 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -204110.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -204132.859375 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -204132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204150.296875 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -204150.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204162.671875 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -204162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204174.734375 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -204174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204183.718750 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -204183.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -204196.796875 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -204196.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204203.500000 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -204203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -204209.078125 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -204209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204216.437500 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -204216.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204225.000000 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -204225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204227.593750 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -204227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204232.656250 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -204232.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -204238.078125 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -204238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -204243.625000 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -204243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204247.640625 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -204247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -204250.062500 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -204250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -204254.000000 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -204254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -204256.296875 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -204256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204260.187500 Penalty: 2384.927490
	Iteration 23Q: 3 clusters Score -204260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -204262.921875 Penalty: 2384.927490
	Iteration 24Q: 3 clusters Score -204262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -204265.000000 Penalty: 2384.927490
	Iteration 25Q: 3 clusters Score -204265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -204266.265625 Penalty: 2384.927490
	Iteration 26Q: 3 clusters Score -204266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204266.921875 Penalty: 2384.927490
	Iteration 27Q: 3 clusters Score -204266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204267.515625 Penalty: 2384.927490
	Iteration 28Q: 3 clusters Score -204267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -204270.328125 Penalty: 2384.927490
	Iteration 29Q: 3 clusters Score -204270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204272.078125 Penalty: 2384.927490
	Iteration 30Q: 3 clusters Score -204272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204273.390625 Penalty: 2384.927490
	Iteration 31Q: 3 clusters Score -204273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -204273.468750 Penalty: 2384.927490
	Iteration 32Q: 3 clusters Score -204273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -204273.468750 Penalty: 2384.927490
	Iteration 33F: 3 clusters Score -204273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1468532.875000 Penalty: 1516.583862
	Iteration 0F: 2 clusters Score -1468533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1460502.375000 Penalty: 3033.167725
	Iteration 0F: 3 clusters Score -1460502 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1463045.625000 Penalty: 3033.167725
	Iteration 1F: 3 clusters Score -1463046 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1463321.625000 Penalty: 3033.167725
	Iteration 2F: 3 clusters Score -1463322 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1463548.625000 Penalty: 3033.167725
	Iteration 3Q: 3 clusters Score -1463549 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1463801.500000 Penalty: 3033.167725
	Iteration 4Q: 3 clusters Score -1463802 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1464115.000000 Penalty: 3033.167725
	Iteration 5Q: 3 clusters Score -1464115 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1464454.000000 Penalty: 3033.167725
	Iteration 6F: 3 clusters Score -1464454 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1464852.375000 Penalty: 3033.167725
	Iteration 7F: 3 clusters Score -1464852 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1465255.000000 Penalty: 3033.167725
	Iteration 8F: 3 clusters Score -1465255 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1465718.250000 Penalty: 3033.167725
	Iteration 9F: 3 clusters Score -1465718 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1466253.500000 Penalty: 3033.167725
	Iteration 10F: 3 clusters Score -1466254 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1466749.125000 Penalty: 3033.167725
	Iteration 11F: 3 clusters Score -1466749 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1467128.250000 Penalty: 3033.167725
	Iteration 12Q: 3 clusters Score -1467128 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1467349.625000 Penalty: 3033.167725
	Iteration 13Q: 3 clusters Score -1467350 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1467484.000000 Penalty: 3033.167725
	Iteration 14Q: 3 clusters Score -1467484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1467567.500000 Penalty: 3033.167725
	Iteration 15Q: 3 clusters Score -1467568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1467608.750000 Penalty: 3033.167725
	Iteration 16Q: 3 clusters Score -1467609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1467631.250000 Penalty: 3033.167725
	Iteration 17Q: 3 clusters Score -1467631 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1467650.375000 Penalty: 3033.167725
	Iteration 18Q: 3 clusters Score -1467650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1467659.625000 Penalty: 3033.167725
	Iteration 19Q: 3 clusters Score -1467660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1467667.000000 Penalty: 3033.167725
	Iteration 20F: 3 clusters Score -1467667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1467680.875000 Penalty: 3033.167725
	Iteration 21Q: 3 clusters Score -1467681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1467688.125000 Penalty: 3033.167725
	Iteration 22Q: 3 clusters Score -1467688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1467694.250000 Penalty: 3033.167725
	Iteration 23Q: 3 clusters Score -1467694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1467701.500000 Penalty: 3033.167725
	Iteration 24Q: 3 clusters Score -1467702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1467710.375000 Penalty: 3033.167725
	Iteration 25Q: 3 clusters Score -1467710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1467713.375000 Penalty: 3033.167725
	Iteration 26Q: 3 clusters Score -1467713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1467714.250000 Penalty: 3033.167725
	Iteration 27Q: 3 clusters Score -1467714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1467715.500000 Penalty: 3033.167725
	Iteration 28Q: 3 clusters Score -1467716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1467715.875000 Penalty: 3033.167725
	Iteration 29Q: 3 clusters Score -1467716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1467717.500000 Penalty: 3033.167725
	Iteration 30Q: 3 clusters Score -1467718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1467722.000000 Penalty: 3033.167725
	Iteration 31Q: 3 clusters Score -1467722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1467724.750000 Penalty: 3033.167725
	Iteration 32Q: 3 clusters Score -1467725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1467726.625000 Penalty: 3033.167725
	Iteration 33Q: 3 clusters Score -1467727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1467723.375000 Penalty: 3033.167725
	Iteration 34Q: 3 clusters Score -1467723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1467721.500000 Penalty: 3033.167725
	Iteration 35Q: 3 clusters Score -1467722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1467721.500000 Penalty: 3033.167725
	Iteration 36F: 3 clusters Score -1467722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14152 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 27582 members 
Mstep: Class 11 contains 56149 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 74522 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 3086 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2759 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84878 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74379 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7370 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1812 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 16675 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4662 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4892 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1695 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8567 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2842 members 
Mstep: Class 74 contains 1661 members 
Mstep: Class 75 contains 4507 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6665 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992728.000000 Penalty: 169224.187500
Iteration 199Q: 80 clusters Score -6.899273e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 14143 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 27588 members 
Mstep: Class 11 contains 56136 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 74544 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1174 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12061 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2771 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84825 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74300 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7372 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21100 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2196 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1820 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 16599 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4668 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4891 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1708 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8573 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2841 members 
Mstep: Class 74 contains 1667 members 
Mstep: Class 75 contains 4522 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6673 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68992968.000000 Penalty: 169224.187500
Iteration 200F: 80 clusters Score -6.899297e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14132 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 10 contains 27588 members 
Mstep: Class 11 contains 56122 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 74547 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1172 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12043 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 2789 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84766 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1284 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74235 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7375 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21098 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2197 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1834 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 16436 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4673 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4887 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1713 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8599 members 
Mstep: Class 70 contains 297 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2840 members 
Mstep: Class 74 contains 1668 members 
Mstep: Class 75 contains 4532 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6680 members 
Mstep: Class 79 contains 1540 members 
Mstep: Class 80 contains 11465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993376.000000 Penalty: 169224.187500
Iteration 201Q: 80 clusters Score -6.899338e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14111 members 
Mstep: Class 6 contains 5710 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 27593 members 
Mstep: Class 11 contains 56112 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 74556 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 4547 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12021 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 2815 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84705 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74172 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7375 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21089 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1846 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 16324 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4672 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4884 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1718 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8635 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2841 members 
Mstep: Class 74 contains 1669 members 
Mstep: Class 75 contains 4538 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6685 members 
Mstep: Class 79 contains 1540 members 
Mstep: Class 80 contains 11554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993608.000000 Penalty: 169224.187500
Iteration 202Q: 80 clusters Score -6.899361e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14089 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 27590 members 
Mstep: Class 11 contains 56109 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 74529 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 4550 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12011 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2837 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1281 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74135 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7379 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21086 members 
Mstep: Class 51 contains 3244 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1857 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 16214 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4668 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4881 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1722 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8687 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2842 members 
Mstep: Class 74 contains 1669 members 
Mstep: Class 75 contains 4539 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6689 members 
Mstep: Class 79 contains 1539 members 
Mstep: Class 80 contains 11642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993744.000000 Penalty: 169224.187500
Iteration 203Q: 80 clusters Score -6.899374e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14066 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 27586 members 
Mstep: Class 11 contains 56111 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 74495 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 3045 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4552 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 12000 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2851 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84571 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1279 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74127 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7384 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21082 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1869 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 16127 members 
Mstep: Class 59 contains 737 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4673 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4874 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1731 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8725 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2843 members 
Mstep: Class 74 contains 1668 members 
Mstep: Class 75 contains 4539 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6690 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994040.000000 Penalty: 169224.187500
Iteration 204Q: 80 clusters Score -6.899404e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 27585 members 
Mstep: Class 11 contains 56105 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3746 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 74460 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4559 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11983 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 2871 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84499 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1280 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74125 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7387 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21077 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1882 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1084 members 
Mstep: Class 58 contains 16102 members 
Mstep: Class 59 contains 739 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4866 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1738 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8767 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 964 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2844 members 
Mstep: Class 74 contains 1670 members 
Mstep: Class 75 contains 4541 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6689 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 11790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993992.000000 Penalty: 169224.187500
Iteration 205Q: 80 clusters Score -6.899399e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 27583 members 
Mstep: Class 11 contains 56102 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74407 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4566 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11964 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2903 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84431 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1280 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74117 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7388 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21069 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 444 members 
Mstep: Class 55 contains 1894 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1084 members 
Mstep: Class 58 contains 16074 members 
Mstep: Class 59 contains 741 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4863 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1741 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8805 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2844 members 
Mstep: Class 74 contains 1674 members 
Mstep: Class 75 contains 4547 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6695 members 
Mstep: Class 79 contains 1538 members 
Mstep: Class 80 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994240.000000 Penalty: 169224.187500
Iteration 206Q: 80 clusters Score -6.899424e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 14000 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 27584 members 
Mstep: Class 11 contains 56098 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74375 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11955 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2928 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84359 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1281 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74106 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7393 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1905 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 16097 members 
Mstep: Class 59 contains 742 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4861 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1744 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8831 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2842 members 
Mstep: Class 74 contains 1682 members 
Mstep: Class 75 contains 4549 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6696 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 11931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994248.000000 Penalty: 169224.187500
Iteration 207Q: 80 clusters Score -6.899425e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 13982 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 27583 members 
Mstep: Class 11 contains 56094 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3705 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74374 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4579 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11946 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2950 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84286 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74080 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7397 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1912 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1082 members 
Mstep: Class 58 contains 16115 members 
Mstep: Class 59 contains 742 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4661 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4859 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1745 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8858 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2843 members 
Mstep: Class 74 contains 1683 members 
Mstep: Class 75 contains 4553 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6698 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 11985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994288.000000 Penalty: 169224.187500
Iteration 208Q: 80 clusters Score -6.899429e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13973 members 
Mstep: Class 6 contains 6254 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 27585 members 
Mstep: Class 11 contains 56083 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 74375 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 4589 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11939 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2963 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84217 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74053 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7400 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1916 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1081 members 
Mstep: Class 58 contains 16150 members 
Mstep: Class 59 contains 743 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4856 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1745 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8874 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2845 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 4553 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6700 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994456.000000 Penalty: 169224.187500
Iteration 209Q: 80 clusters Score -6.899446e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13962 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 3998 members 
Mstep: Class 10 contains 27593 members 
Mstep: Class 11 contains 56075 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74361 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2983 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 4591 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11932 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2972 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84167 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74053 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21069 members 
Mstep: Class 51 contains 3244 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1922 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16183 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4666 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4851 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1744 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8886 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 4553 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6703 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994536.000000 Penalty: 169224.187500
Iteration 210Q: 80 clusters Score -6.899454e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 56068 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 74332 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2968 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 4600 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11922 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4516 members 
Mstep: Class 39 contains 2988 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84112 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74043 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7406 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21069 members 
Mstep: Class 51 contains 3245 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16236 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4666 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4848 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1745 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8899 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1691 members 
Mstep: Class 75 contains 4554 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6704 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994656.000000 Penalty: 169224.187500
Iteration 211Q: 80 clusters Score -6.899466e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 6 contains 6352 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 27600 members 
Mstep: Class 11 contains 56060 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 74321 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2962 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1166 members 
Mstep: Class 32 contains 4610 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11911 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 3012 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84071 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74035 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7406 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3245 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1928 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16286 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4844 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1747 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8917 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 4556 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6705 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994784.000000 Penalty: 169224.187500
Iteration 212Q: 80 clusters Score -6.899478e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13928 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 56052 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3634 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 74321 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2955 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1166 members 
Mstep: Class 32 contains 4619 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11904 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 84026 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74027 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7408 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21064 members 
Mstep: Class 51 contains 3245 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1931 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1081 members 
Mstep: Class 58 contains 16337 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4841 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1748 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8928 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 4559 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6709 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994800.000000 Penalty: 169224.187500
Iteration 213Q: 80 clusters Score -6.89948e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13925 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 56043 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3629 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 74326 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4627 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11897 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83981 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74017 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21061 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1935 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1081 members 
Mstep: Class 58 contains 16379 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4666 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4839 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1748 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8938 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1700 members 
Mstep: Class 75 contains 4564 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6714 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994864.000000 Penalty: 169224.187500
Iteration 214Q: 80 clusters Score -6.899486e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13920 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 27601 members 
Mstep: Class 11 contains 56028 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74344 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4644 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11887 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83931 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73996 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21058 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1939 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16421 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4665 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4836 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1747 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8938 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 966 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1702 members 
Mstep: Class 75 contains 4565 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6718 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994936.000000 Penalty: 169224.187500
Iteration 215Q: 80 clusters Score -6.899494e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 13915 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 3973 members 
Mstep: Class 10 contains 27611 members 
Mstep: Class 11 contains 56004 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74367 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4658 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11886 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83888 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73963 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21055 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16467 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4835 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1746 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8943 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 967 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1704 members 
Mstep: Class 75 contains 4564 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6719 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995040.000000 Penalty: 169224.187500
Iteration 216Q: 80 clusters Score -6.899504e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55985 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74403 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4669 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11883 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3079 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83851 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1281 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73924 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21053 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1948 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16508 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4661 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4834 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1747 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8951 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 968 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1704 members 
Mstep: Class 75 contains 4564 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6721 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995152.000000 Penalty: 169224.187500
Iteration 217Q: 80 clusters Score -6.899515e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55970 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74433 members 
Mstep: Class 28 contains 1346 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4683 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11876 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4521 members 
Mstep: Class 39 contains 3083 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83815 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1281 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73895 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 374 members 
Mstep: Class 48 contains 7403 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21053 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1949 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16533 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4659 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4833 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1749 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8954 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 969 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4564 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6724 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995160.000000 Penalty: 169224.187500
Iteration 218Q: 80 clusters Score -6.899516e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 27627 members 
Mstep: Class 11 contains 55953 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3617 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74447 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4698 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11871 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4521 members 
Mstep: Class 39 contains 3088 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83786 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73873 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7404 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21057 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16549 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4657 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4834 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1750 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8962 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 970 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4565 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6725 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995152.000000 Penalty: 169224.187500
Iteration 219Q: 80 clusters Score -6.899515e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 13909 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5189 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 27624 members 
Mstep: Class 11 contains 55941 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74458 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4712 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11865 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3097 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83758 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73857 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7406 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3243 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1952 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16569 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4660 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1750 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8967 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4566 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995200.000000 Penalty: 169224.187500
Iteration 220F: 80 clusters Score -6.89952e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 27624 members 
Mstep: Class 11 contains 55927 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 74453 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 2937 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 4729 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11861 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 3107 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83732 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73845 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7405 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21061 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1954 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16585 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4658 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1752 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8971 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4566 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1537 members 
Mstep: Class 80 contains 12142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995288.000000 Penalty: 169224.187500
Iteration 221Q: 80 clusters Score -6.899529e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 27625 members 
Mstep: Class 11 contains 55917 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74448 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 2935 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 4737 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11857 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 3113 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83712 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73843 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7403 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21061 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1957 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16607 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4657 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1757 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8976 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4566 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1536 members 
Mstep: Class 80 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995344.000000 Penalty: 169224.187500
Iteration 222Q: 80 clusters Score -6.899534e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55912 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74438 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4742 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11855 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 3117 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83696 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73851 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7404 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21061 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1957 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16625 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4654 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1759 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8978 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2849 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4567 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1536 members 
Mstep: Class 80 contains 12140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995344.000000 Penalty: 169224.187500
Iteration 223Q: 80 clusters Score -6.899534e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55908 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74419 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4748 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11853 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3117 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83683 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73862 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7406 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1958 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16630 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4650 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1762 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8983 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4567 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1536 members 
Mstep: Class 80 contains 12147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995264.000000 Penalty: 169224.187500
Iteration 224Q: 80 clusters Score -6.899526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6544 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55902 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74398 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2935 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4754 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11852 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83677 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73875 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16621 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4646 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1762 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4568 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1535 members 
Mstep: Class 80 contains 12153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995320.000000 Penalty: 169224.187500
Iteration 225Q: 80 clusters Score -6.899532e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 27627 members 
Mstep: Class 11 contains 55891 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74382 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4761 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11848 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4519 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83674 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73889 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7411 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21065 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16617 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4570 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995312.000000 Penalty: 169224.187500
Iteration 226Q: 80 clusters Score -6.899531e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 27630 members 
Mstep: Class 11 contains 55875 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74358 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4772 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11849 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83673 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73903 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7412 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3242 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16620 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8991 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4573 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995288.000000 Penalty: 169224.187500
Iteration 227Q: 80 clusters Score -6.899529e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 27631 members 
Mstep: Class 11 contains 55868 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74321 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4777 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11849 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83671 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73930 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7414 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16627 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4644 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8991 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4576 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6727 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995312.000000 Penalty: 169224.187500
Iteration 228Q: 80 clusters Score -6.899531e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 27628 members 
Mstep: Class 11 contains 55862 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74311 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4783 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11846 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83668 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73932 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7415 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16629 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4643 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4581 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995336.000000 Penalty: 169224.187500
Iteration 229Q: 80 clusters Score -6.899534e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 27628 members 
Mstep: Class 11 contains 55853 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74299 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4793 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11846 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83668 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73932 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7416 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1958 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16627 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6726 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995288.000000 Penalty: 169224.187500
Iteration 230Q: 80 clusters Score -6.899529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55845 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74284 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11846 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3123 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83664 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73943 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1957 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16632 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4641 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6726 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995256.000000 Penalty: 169224.187500
Iteration 231Q: 80 clusters Score -6.899526e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 6595 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 55837 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74267 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11845 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3123 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83660 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73956 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1958 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16642 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4637 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1763 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4582 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6726 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995272.000000 Penalty: 169224.187500
Iteration 232Q: 80 clusters Score -6.899527e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 27620 members 
Mstep: Class 11 contains 55831 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74255 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11843 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83655 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73966 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16642 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4634 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1762 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4580 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995264.000000 Penalty: 169224.187500
Iteration 233Q: 80 clusters Score -6.899526e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 55825 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74232 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11840 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83653 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73994 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16642 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4632 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1764 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4579 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6729 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995368.000000 Penalty: 169224.187500
Iteration 234Q: 80 clusters Score -6.899537e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 27620 members 
Mstep: Class 11 contains 55822 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74226 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4844 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11837 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83653 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74002 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16642 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4631 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1764 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4578 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6728 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995336.000000 Penalty: 169224.187500
Iteration 235Q: 80 clusters Score -6.899534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 55815 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74227 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4853 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11836 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83653 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74008 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16643 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1765 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4578 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6727 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995408.000000 Penalty: 169224.187500
Iteration 236Q: 80 clusters Score -6.899541e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55811 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74209 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4856 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11833 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83653 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74025 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16645 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1765 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4579 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6729 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995432.000000 Penalty: 169224.187500
Iteration 237Q: 80 clusters Score -6.899543e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55810 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74182 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11832 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3123 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83653 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74050 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16647 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1765 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8988 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4579 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6729 members 
Mstep: Class 79 contains 1534 members 
Mstep: Class 80 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995504.000000 Penalty: 169224.187500
Iteration 238Q: 80 clusters Score -6.89955e+07 nChanged 84
Entering ConstructFrom: 
Score: -68995504.000000 Penalty: 169224.187500
Entering ConstructFrom: 
Trying to split cluster 1 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -1210004.625000 Penalty: 1480.603027
	Iteration 0F: 2 clusters Score -1210005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1203376.375000 Penalty: 2961.206055
	Iteration 0F: 3 clusters Score -1203376 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1205574.875000 Penalty: 2961.206055
	Iteration 1F: 3 clusters Score -1205575 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1205817.750000 Penalty: 2961.206055
	Iteration 2F: 3 clusters Score -1205818 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1206029.250000 Penalty: 2961.206055
	Iteration 3Q: 3 clusters Score -1206029 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1206221.500000 Penalty: 2961.206055
	Iteration 4Q: 3 clusters Score -1206222 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1206411.125000 Penalty: 2961.206055
	Iteration 5Q: 3 clusters Score -1206411 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1206618.875000 Penalty: 2961.206055
	Iteration 6Q: 3 clusters Score -1206619 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1206830.750000 Penalty: 2961.206055
	Iteration 7Q: 3 clusters Score -1206831 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1207066.000000 Penalty: 2961.206055
	Iteration 8Q: 3 clusters Score -1207066 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1207318.125000 Penalty: 2961.206055
	Iteration 9Q: 3 clusters Score -1207318 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1207532.125000 Penalty: 2961.206055
	Iteration 10Q: 3 clusters Score -1207532 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1207709.000000 Penalty: 2961.206055
	Iteration 11Q: 3 clusters Score -1207709 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1207875.625000 Penalty: 2961.206055
	Iteration 12Q: 3 clusters Score -1207876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1208031.500000 Penalty: 2961.206055
	Iteration 13Q: 3 clusters Score -1208032 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1208152.500000 Penalty: 2961.206055
	Iteration 14Q: 3 clusters Score -1208152 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1208267.375000 Penalty: 2961.206055
	Iteration 15Q: 3 clusters Score -1208267 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1208339.000000 Penalty: 2961.206055
	Iteration 16Q: 3 clusters Score -1208339 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1208389.500000 Penalty: 2961.206055
	Iteration 17Q: 3 clusters Score -1208390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1208423.750000 Penalty: 2961.206055
	Iteration 18Q: 3 clusters Score -1208424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1208442.125000 Penalty: 2961.206055
	Iteration 19Q: 3 clusters Score -1208442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1208457.500000 Penalty: 2961.206055
	Iteration 20F: 3 clusters Score -1208458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1208472.375000 Penalty: 2961.206055
	Iteration 21Q: 3 clusters Score -1208472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1208488.750000 Penalty: 2961.206055
	Iteration 22Q: 3 clusters Score -1208489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1208503.250000 Penalty: 2961.206055
	Iteration 23Q: 3 clusters Score -1208503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1208509.750000 Penalty: 2961.206055
	Iteration 24Q: 3 clusters Score -1208510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1208518.625000 Penalty: 2961.206055
	Iteration 25Q: 3 clusters Score -1208519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1208531.000000 Penalty: 2961.206055
	Iteration 26Q: 3 clusters Score -1208531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1208547.625000 Penalty: 2961.206055
	Iteration 27Q: 3 clusters Score -1208548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1208562.875000 Penalty: 2961.206055
	Iteration 28Q: 3 clusters Score -1208563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1208578.875000 Penalty: 2961.206055
	Iteration 29Q: 3 clusters Score -1208579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1208597.625000 Penalty: 2961.206055
	Iteration 30Q: 3 clusters Score -1208598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1208613.000000 Penalty: 2961.206055
	Iteration 31Q: 3 clusters Score -1208613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1208629.375000 Penalty: 2961.206055
	Iteration 32Q: 3 clusters Score -1208629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1208648.625000 Penalty: 2961.206055
	Iteration 33Q: 3 clusters Score -1208649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1208673.875000 Penalty: 2961.206055
	Iteration 34Q: 3 clusters Score -1208674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1208704.625000 Penalty: 2961.206055
	Iteration 35Q: 3 clusters Score -1208705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1208731.750000 Penalty: 2961.206055
	Iteration 36Q: 3 clusters Score -1208732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1208760.375000 Penalty: 2961.206055
	Iteration 37Q: 3 clusters Score -1208760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1208777.875000 Penalty: 2961.206055
	Iteration 38Q: 3 clusters Score -1208778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1208795.125000 Penalty: 2961.206055
	Iteration 39Q: 3 clusters Score -1208795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1208807.875000 Penalty: 2961.206055
	Iteration 40F: 3 clusters Score -1208808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1208826.125000 Penalty: 2961.206055
	Iteration 41Q: 3 clusters Score -1208826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1208854.625000 Penalty: 2961.206055
	Iteration 42Q: 3 clusters Score -1208855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1208882.125000 Penalty: 2961.206055
	Iteration 43Q: 3 clusters Score -1208882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1208892.625000 Penalty: 2961.206055
	Iteration 44Q: 3 clusters Score -1208893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1208906.125000 Penalty: 2961.206055
	Iteration 45Q: 3 clusters Score -1208906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1208914.750000 Penalty: 2961.206055
	Iteration 46Q: 3 clusters Score -1208915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1208915.625000 Penalty: 2961.206055
	Iteration 47Q: 3 clusters Score -1208916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1208916.250000 Penalty: 2961.206055
	Iteration 48Q: 3 clusters Score -1208916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1208916.250000 Penalty: 2961.206055
	Iteration 49F: 3 clusters Score -1208916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -88851.218750 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -88851.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87569.414062 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -87569.41 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87899.992188 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -87899.99 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88188.070312 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -88188.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88395.125000 Penalty: 2169.232422
	Iteration 3F: 3 clusters Score -88395.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88515.539062 Penalty: 2169.232422
	Iteration 4F: 3 clusters Score -88515.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88596.804688 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -88596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88710.554688 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -88710.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88807.359375 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -88807.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88894.960938 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -88894.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88916.304688 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -88916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88920.992188 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -88920.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88924.265625 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -88924.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88926.929688 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -88926.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88927.742188 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -88927.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88927.742188 Penalty: 2169.232422
	Iteration 14F: 3 clusters Score -88927.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55804 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74177 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74051 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 53 contains 331 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16647 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4580 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1533 members 
Mstep: Class 80 contains 12184 members 
Entering Unmasked Estep 
Score: -68994584.000000 Penalty: 171366.265625
Splitting cluster 2 changes total score from -68995504.000000 to -68994584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -53364.433594 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -53364.43 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 200 members 
Entering Unmasked Estep 
Score: -52419.500000 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -52419.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52589.789062 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -52589.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52616.593750 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -52616.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52637.746094 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -52637.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52647.968750 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -52647.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52664.082031 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -52664.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52683.492188 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -52683.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52706.371094 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -52706.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52718.246094 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -52718.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52735.785156 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -52735.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52767.156250 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -52767.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52773.601562 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -52773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52773.601562 Penalty: 1927.116455
	Iteration 12F: 3 clusters Score -52773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -42892.816406 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -42892.82 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 232 members 
Entering Unmasked Estep 
Score: -41929.796875 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -41929.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42165.851562 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -42165.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42266.546875 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -42266.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42330.941406 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -42330.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42375.277344 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -42375.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42401.402344 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -42401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42418.105469 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -42418.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42438.027344 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -42438.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42443.398438 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -42443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42454.675781 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -42454.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42456.601562 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -42456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42461.132812 Penalty: 1984.782349
	Iteration 11Q: 3 clusters Score -42461.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42462.019531 Penalty: 1984.782349
	Iteration 12Q: 3 clusters Score -42462.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42462.019531 Penalty: 1984.782349
	Iteration 13F: 3 clusters Score -42462.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Entering Unmasked Estep 
Score: -1871250.125000 Penalty: 1550.250610
	Iteration 0F: 2 clusters Score -1871250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1861641.875000 Penalty: 3100.501221
	Iteration 0F: 3 clusters Score -1861642 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1864997.250000 Penalty: 3100.501221
	Iteration 1F: 3 clusters Score -1864997 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1865306.500000 Penalty: 3100.501221
	Iteration 2F: 3 clusters Score -1865306 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1865554.875000 Penalty: 3100.501221
	Iteration 3Q: 3 clusters Score -1865555 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1865774.125000 Penalty: 3100.501221
	Iteration 4Q: 3 clusters Score -1865774 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1865979.750000 Penalty: 3100.501221
	Iteration 5Q: 3 clusters Score -1865980 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1866217.750000 Penalty: 3100.501221
	Iteration 6Q: 3 clusters Score -1866218 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1866502.125000 Penalty: 3100.501221
	Iteration 7Q: 3 clusters Score -1866502 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1866812.500000 Penalty: 3100.501221
	Iteration 8Q: 3 clusters Score -1866812 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1867114.500000 Penalty: 3100.501221
	Iteration 9Q: 3 clusters Score -1867114 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1867415.500000 Penalty: 3100.501221
	Iteration 10Q: 3 clusters Score -1867416 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1867697.625000 Penalty: 3100.501221
	Iteration 11Q: 3 clusters Score -1867698 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1867914.250000 Penalty: 3100.501221
	Iteration 12Q: 3 clusters Score -1867914 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1868097.625000 Penalty: 3100.501221
	Iteration 13Q: 3 clusters Score -1868098 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1868234.750000 Penalty: 3100.501221
	Iteration 14Q: 3 clusters Score -1868235 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1868320.625000 Penalty: 3100.501221
	Iteration 15Q: 3 clusters Score -1868321 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1868385.250000 Penalty: 3100.501221
	Iteration 16Q: 3 clusters Score -1868385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1868435.500000 Penalty: 3100.501221
	Iteration 17Q: 3 clusters Score -1868436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1868488.250000 Penalty: 3100.501221
	Iteration 18Q: 3 clusters Score -1868488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1868538.375000 Penalty: 3100.501221
	Iteration 19Q: 3 clusters Score -1868538 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1868580.875000 Penalty: 3100.501221
	Iteration 20F: 3 clusters Score -1868581 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1868637.750000 Penalty: 3100.501221
	Iteration 21Q: 3 clusters Score -1868638 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1868694.750000 Penalty: 3100.501221
	Iteration 22Q: 3 clusters Score -1868695 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1868762.000000 Penalty: 3100.501221
	Iteration 23Q: 3 clusters Score -1868762 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1868846.875000 Penalty: 3100.501221
	Iteration 24Q: 3 clusters Score -1868847 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1868935.875000 Penalty: 3100.501221
	Iteration 25Q: 3 clusters Score -1868936 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1869041.375000 Penalty: 3100.501221
	Iteration 26Q: 3 clusters Score -1869041 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1869148.125000 Penalty: 3100.501221
	Iteration 27Q: 3 clusters Score -1869148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1869247.500000 Penalty: 3100.501221
	Iteration 28Q: 3 clusters Score -1869248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1869344.000000 Penalty: 3100.501221
	Iteration 29Q: 3 clusters Score -1869344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1869445.500000 Penalty: 3100.501221
	Iteration 30Q: 3 clusters Score -1869446 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1869537.625000 Penalty: 3100.501221
	Iteration 31Q: 3 clusters Score -1869538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1869612.625000 Penalty: 3100.501221
	Iteration 32Q: 3 clusters Score -1869613 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1869687.375000 Penalty: 3100.501221
	Iteration 33Q: 3 clusters Score -1869687 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1869748.375000 Penalty: 3100.501221
	Iteration 34Q: 3 clusters Score -1869748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1869802.250000 Penalty: 3100.501221
	Iteration 35Q: 3 clusters Score -1869802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1869873.875000 Penalty: 3100.501221
	Iteration 36Q: 3 clusters Score -1869874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1869906.375000 Penalty: 3100.501221
	Iteration 37Q: 3 clusters Score -1869906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1869949.625000 Penalty: 3100.501221
	Iteration 38Q: 3 clusters Score -1869950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1869976.250000 Penalty: 3100.501221
	Iteration 39Q: 3 clusters Score -1869976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1870006.125000 Penalty: 3100.501221
	Iteration 40F: 3 clusters Score -1870006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1870020.375000 Penalty: 3100.501221
	Iteration 41Q: 3 clusters Score -1870020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1870032.875000 Penalty: 3100.501221
	Iteration 42Q: 3 clusters Score -1870033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1870046.625000 Penalty: 3100.501221
	Iteration 43Q: 3 clusters Score -1870047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1870059.375000 Penalty: 3100.501221
	Iteration 44Q: 3 clusters Score -1870059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1870062.625000 Penalty: 3100.501221
	Iteration 45Q: 3 clusters Score -1870063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1870069.500000 Penalty: 3100.501221
	Iteration 46Q: 3 clusters Score -1870070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1870070.875000 Penalty: 3100.501221
	Iteration 47Q: 3 clusters Score -1870071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1870073.500000 Penalty: 3100.501221
	Iteration 48Q: 3 clusters Score -1870074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1870079.375000 Penalty: 3100.501221
	Iteration 49Q: 3 clusters Score -1870079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1870080.250000 Penalty: 3100.501221
	Iteration 50Q: 3 clusters Score -1870080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1870082.000000 Penalty: 3100.501221
	Iteration 51Q: 3 clusters Score -1870082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1870082.000000 Penalty: 3100.501221
	Iteration 52F: 3 clusters Score -1870082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -861991.125000 Penalty: 1429.331299
	Iteration 0F: 2 clusters Score -861991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -856954.125000 Penalty: 2858.662598
	Iteration 0F: 3 clusters Score -856954.1 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -858507.125000 Penalty: 2858.662598
	Iteration 1F: 3 clusters Score -858507.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -858707.125000 Penalty: 2858.662598
	Iteration 2F: 3 clusters Score -858707.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -858857.937500 Penalty: 2858.662598
	Iteration 3Q: 3 clusters Score -858857.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -858996.500000 Penalty: 2858.662598
	Iteration 4Q: 3 clusters Score -858996.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -859153.562500 Penalty: 2858.662598
	Iteration 5Q: 3 clusters Score -859153.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -859344.500000 Penalty: 2858.662598
	Iteration 6Q: 3 clusters Score -859344.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -859567.562500 Penalty: 2858.662598
	Iteration 7Q: 3 clusters Score -859567.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -859792.687500 Penalty: 2858.662598
	Iteration 8Q: 3 clusters Score -859792.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -860016.625000 Penalty: 2858.662598
	Iteration 9Q: 3 clusters Score -860016.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -860201.812500 Penalty: 2858.662598
	Iteration 10Q: 3 clusters Score -860201.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -860357.437500 Penalty: 2858.662598
	Iteration 11Q: 3 clusters Score -860357.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -860492.812500 Penalty: 2858.662598
	Iteration 12Q: 3 clusters Score -860492.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -860569.312500 Penalty: 2858.662598
	Iteration 13Q: 3 clusters Score -860569.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -860631.937500 Penalty: 2858.662598
	Iteration 14Q: 3 clusters Score -860631.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -860671.687500 Penalty: 2858.662598
	Iteration 15Q: 3 clusters Score -860671.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -860711.812500 Penalty: 2858.662598
	Iteration 16Q: 3 clusters Score -860711.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -860732.375000 Penalty: 2858.662598
	Iteration 17Q: 3 clusters Score -860732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -860747.812500 Penalty: 2858.662598
	Iteration 18Q: 3 clusters Score -860747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -860759.062500 Penalty: 2858.662598
	Iteration 19Q: 3 clusters Score -860759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -860774.687500 Penalty: 2858.662598
	Iteration 20F: 3 clusters Score -860774.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -860788.812500 Penalty: 2858.662598
	Iteration 21Q: 3 clusters Score -860788.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -860802.000000 Penalty: 2858.662598
	Iteration 22Q: 3 clusters Score -860802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -860806.812500 Penalty: 2858.662598
	Iteration 23Q: 3 clusters Score -860806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -860808.250000 Penalty: 2858.662598
	Iteration 24Q: 3 clusters Score -860808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -860809.437500 Penalty: 2858.662598
	Iteration 25Q: 3 clusters Score -860809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -860811.812500 Penalty: 2858.662598
	Iteration 26Q: 3 clusters Score -860811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -860813.812500 Penalty: 2858.662598
	Iteration 27Q: 3 clusters Score -860813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -860814.000000 Penalty: 2858.662598
	Iteration 28Q: 3 clusters Score -860814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -860816.937500 Penalty: 2858.662598
	Iteration 29Q: 3 clusters Score -860816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -860820.875000 Penalty: 2858.662598
	Iteration 30Q: 3 clusters Score -860820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -860824.000000 Penalty: 2858.662598
	Iteration 31Q: 3 clusters Score -860824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -860824.250000 Penalty: 2858.662598
	Iteration 32Q: 3 clusters Score -860824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -860824.000000 Penalty: 2858.662598
	Iteration 33Q: 3 clusters Score -860824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -860824.000000 Penalty: 2858.662598
	Iteration 34F: 3 clusters Score -860824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -251348.453125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -251348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249338.265625 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -249338.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249755.390625 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -249755.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -249846.828125 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -249846.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249897.406250 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -249897.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -249923.531250 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -249923.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -249945.234375 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -249945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249961.078125 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -249961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249978.687500 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -249978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -249988.265625 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -249988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249997.140625 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -249997.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250005.546875 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -250005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -250017.343750 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -250017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -250023.296875 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -250023.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250030.296875 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -250030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250037.750000 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -250037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250043.281250 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -250043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250048.906250 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -250048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250050.609375 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -250050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250050.968750 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -250051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -250052.390625 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -250052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -250053.968750 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -250054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -250055.406250 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -250055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250056.140625 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -250056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -250058.781250 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -250058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -250061.046875 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -250061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -250062.906250 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -250062.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -250065.765625 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -250065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -250068.843750 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -250068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -250069.921875 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -250069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -250072.046875 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -250072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -250072.937500 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -250072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -250073.718750 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -250073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -250076.828125 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -250076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -250078.546875 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -250078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -250081.343750 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -250081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -250087.156250 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -250087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250090.703125 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -250090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -250094.546875 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -250094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250097.890625 Penalty: 2456.178711
	Iteration 38Q: 3 clusters Score -250097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250100.531250 Penalty: 2456.178711
	Iteration 39Q: 3 clusters Score -250100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250104.000000 Penalty: 2456.178711
	Iteration 40F: 3 clusters Score -250104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -250109.390625 Penalty: 2456.178711
	Iteration 41Q: 3 clusters Score -250109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250117.906250 Penalty: 2456.178711
	Iteration 42Q: 3 clusters Score -250117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -250124.421875 Penalty: 2456.178711
	Iteration 43Q: 3 clusters Score -250124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -250130.406250 Penalty: 2456.178711
	Iteration 44Q: 3 clusters Score -250130.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -250135.281250 Penalty: 2456.178711
	Iteration 45Q: 3 clusters Score -250135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250138.140625 Penalty: 2456.178711
	Iteration 46Q: 3 clusters Score -250138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250143.671875 Penalty: 2456.178711
	Iteration 47Q: 3 clusters Score -250143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -250147.000000 Penalty: 2456.178711
	Iteration 48Q: 3 clusters Score -250147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250152.281250 Penalty: 2456.178711
	Iteration 49Q: 3 clusters Score -250152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250162.703125 Penalty: 2456.178711
	Iteration 50Q: 3 clusters Score -250162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -250170.875000 Penalty: 2456.178711
	Iteration 51Q: 3 clusters Score -250170.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -250180.218750 Penalty: 2456.178711
	Iteration 52Q: 3 clusters Score -250180.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250189.562500 Penalty: 2456.178711
	Iteration 53Q: 3 clusters Score -250189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -250197.203125 Penalty: 2456.178711
	Iteration 54Q: 3 clusters Score -250197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -250204.203125 Penalty: 2456.178711
	Iteration 55Q: 3 clusters Score -250204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -250208.375000 Penalty: 2456.178711
	Iteration 56Q: 3 clusters Score -250208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -250212.593750 Penalty: 2456.178711
	Iteration 57Q: 3 clusters Score -250212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -250216.734375 Penalty: 2456.178711
	Iteration 58Q: 3 clusters Score -250216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -250218.125000 Penalty: 2456.178711
	Iteration 59Q: 3 clusters Score -250218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -250219.671875 Penalty: 2456.178711
	Iteration 60F: 3 clusters Score -250219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -250220.906250 Penalty: 2456.178711
	Iteration 61Q: 3 clusters Score -250220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -250220.906250 Penalty: 2456.178711
	Iteration 62Q: 3 clusters Score -250220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -250221.781250 Penalty: 2456.178711
	Iteration 63Q: 3 clusters Score -250221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -250221.781250 Penalty: 2456.178711
	Iteration 64F: 3 clusters Score -250221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -684346.375000 Penalty: 1389.696899
	Iteration 0F: 2 clusters Score -684346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -680275.812500 Penalty: 2779.393799
	Iteration 0F: 3 clusters Score -680275.8 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -681393.562500 Penalty: 2779.393799
	Iteration 1F: 3 clusters Score -681393.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -681608.937500 Penalty: 2779.393799
	Iteration 2F: 3 clusters Score -681608.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -681748.000000 Penalty: 2779.393799
	Iteration 3F: 3 clusters Score -681748 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -681861.875000 Penalty: 2779.393799
	Iteration 4Q: 3 clusters Score -681861.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -681958.187500 Penalty: 2779.393799
	Iteration 5Q: 3 clusters Score -681958.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -682040.625000 Penalty: 2779.393799
	Iteration 6Q: 3 clusters Score -682040.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -682128.187500 Penalty: 2779.393799
	Iteration 7Q: 3 clusters Score -682128.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -682205.187500 Penalty: 2779.393799
	Iteration 8Q: 3 clusters Score -682205.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -682278.750000 Penalty: 2779.393799
	Iteration 9Q: 3 clusters Score -682278.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -682344.562500 Penalty: 2779.393799
	Iteration 10Q: 3 clusters Score -682344.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -682410.625000 Penalty: 2779.393799
	Iteration 11Q: 3 clusters Score -682410.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -682473.500000 Penalty: 2779.393799
	Iteration 12Q: 3 clusters Score -682473.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -682525.312500 Penalty: 2779.393799
	Iteration 13Q: 3 clusters Score -682525.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -682567.125000 Penalty: 2779.393799
	Iteration 14Q: 3 clusters Score -682567.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -682600.125000 Penalty: 2779.393799
	Iteration 15Q: 3 clusters Score -682600.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -682630.687500 Penalty: 2779.393799
	Iteration 16Q: 3 clusters Score -682630.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -682658.062500 Penalty: 2779.393799
	Iteration 17Q: 3 clusters Score -682658.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -682674.437500 Penalty: 2779.393799
	Iteration 18Q: 3 clusters Score -682674.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -682689.937500 Penalty: 2779.393799
	Iteration 19Q: 3 clusters Score -682689.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -682699.937500 Penalty: 2779.393799
	Iteration 20F: 3 clusters Score -682699.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -682709.937500 Penalty: 2779.393799
	Iteration 21Q: 3 clusters Score -682709.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -682717.000000 Penalty: 2779.393799
	Iteration 22Q: 3 clusters Score -682717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -682727.250000 Penalty: 2779.393799
	Iteration 23Q: 3 clusters Score -682727.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -682732.937500 Penalty: 2779.393799
	Iteration 24Q: 3 clusters Score -682732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -682737.062500 Penalty: 2779.393799
	Iteration 25Q: 3 clusters Score -682737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -682740.625000 Penalty: 2779.393799
	Iteration 26Q: 3 clusters Score -682740.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -682743.125000 Penalty: 2779.393799
	Iteration 27Q: 3 clusters Score -682743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -682743.000000 Penalty: 2779.393799
	Iteration 28Q: 3 clusters Score -682743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -682743.562500 Penalty: 2779.393799
	Iteration 29Q: 3 clusters Score -682743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -682744.125000 Penalty: 2779.393799
	Iteration 30Q: 3 clusters Score -682744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -682745.000000 Penalty: 2779.393799
	Iteration 31Q: 3 clusters Score -682745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -682745.125000 Penalty: 2779.393799
	Iteration 32Q: 3 clusters Score -682745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -682745.000000 Penalty: 2779.393799
	Iteration 33Q: 3 clusters Score -682745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -682745.000000 Penalty: 2779.393799
	Iteration 34F: 3 clusters Score -682745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -524626.250000 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -524626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -521320.375000 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -521320.4 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -522207.875000 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -522207.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -522385.843750 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -522385.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -522507.781250 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -522507.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -522602.062500 Penalty: 2691.724854
	Iteration 4Q: 3 clusters Score -522602.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -522672.781250 Penalty: 2691.724854
	Iteration 5Q: 3 clusters Score -522672.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -522745.750000 Penalty: 2691.724854
	Iteration 6Q: 3 clusters Score -522745.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -522806.375000 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -522806.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -522854.125000 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -522854.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -522897.312500 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -522897.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -522934.187500 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -522934.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -522969.000000 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -522969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -523008.468750 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -523008.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -523040.781250 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -523040.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -523072.781250 Penalty: 2691.724854
	Iteration 14Q: 3 clusters Score -523072.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -523119.187500 Penalty: 2691.724854
	Iteration 15Q: 3 clusters Score -523119.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -523166.593750 Penalty: 2691.724854
	Iteration 16Q: 3 clusters Score -523166.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -523216.062500 Penalty: 2691.724854
	Iteration 17Q: 3 clusters Score -523216.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -523276.218750 Penalty: 2691.724854
	Iteration 18Q: 3 clusters Score -523276.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -523340.718750 Penalty: 2691.724854
	Iteration 19Q: 3 clusters Score -523340.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -523416.812500 Penalty: 2691.724854
	Iteration 20F: 3 clusters Score -523416.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -523494.250000 Penalty: 2691.724854
	Iteration 21Q: 3 clusters Score -523494.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -523580.843750 Penalty: 2691.724854
	Iteration 22Q: 3 clusters Score -523580.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -523660.468750 Penalty: 2691.724854
	Iteration 23Q: 3 clusters Score -523660.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -523716.343750 Penalty: 2691.724854
	Iteration 24Q: 3 clusters Score -523716.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -523783.125000 Penalty: 2691.724854
	Iteration 25Q: 3 clusters Score -523783.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -523822.125000 Penalty: 2691.724854
	Iteration 26Q: 3 clusters Score -523822.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -523844.875000 Penalty: 2691.724854
	Iteration 27Q: 3 clusters Score -523844.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -523863.281250 Penalty: 2691.724854
	Iteration 28Q: 3 clusters Score -523863.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -523875.250000 Penalty: 2691.724854
	Iteration 29Q: 3 clusters Score -523875.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -523882.093750 Penalty: 2691.724854
	Iteration 30Q: 3 clusters Score -523882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -523883.625000 Penalty: 2691.724854
	Iteration 31Q: 3 clusters Score -523883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -523887.625000 Penalty: 2691.724854
	Iteration 32Q: 3 clusters Score -523887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -523888.156250 Penalty: 2691.724854
	Iteration 33Q: 3 clusters Score -523888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -523889.468750 Penalty: 2691.724854
	Iteration 34Q: 3 clusters Score -523889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -523889.750000 Penalty: 2691.724854
	Iteration 35Q: 3 clusters Score -523889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -523891.281250 Penalty: 2691.724854
	Iteration 36Q: 3 clusters Score -523891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -523891.093750 Penalty: 2691.724854
	Iteration 37Q: 3 clusters Score -523891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -523891.093750 Penalty: 2691.724854
	Iteration 38F: 3 clusters Score -523891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Entering Unmasked Estep 
Score: -3692144.000000 Penalty: 1661.767090
	Iteration 0F: 2 clusters Score -3692144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3673548.750000 Penalty: 3323.534180
	Iteration 0F: 3 clusters Score -3673549 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3680446.500000 Penalty: 3323.534180
	Iteration 1F: 3 clusters Score -3680446 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3680835.500000 Penalty: 3323.534180
	Iteration 2Q: 3 clusters Score -3680836 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3681152.500000 Penalty: 3323.534180
	Iteration 3Q: 3 clusters Score -3681152 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3681481.750000 Penalty: 3323.534180
	Iteration 4Q: 3 clusters Score -3681482 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3681770.500000 Penalty: 3323.534180
	Iteration 5Q: 3 clusters Score -3681770 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3682054.000000 Penalty: 3323.534180
	Iteration 6Q: 3 clusters Score -3682054 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3682366.000000 Penalty: 3323.534180
	Iteration 7Q: 3 clusters Score -3682366 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3682682.750000 Penalty: 3323.534180
	Iteration 8Q: 3 clusters Score -3682683 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3683003.500000 Penalty: 3323.534180
	Iteration 9Q: 3 clusters Score -3683004 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3683277.750000 Penalty: 3323.534180
	Iteration 10Q: 3 clusters Score -3683278 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3683602.250000 Penalty: 3323.534180
	Iteration 11Q: 3 clusters Score -3683602 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3684052.500000 Penalty: 3323.534180
	Iteration 12Q: 3 clusters Score -3684052 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3684621.000000 Penalty: 3323.534180
	Iteration 13Q: 3 clusters Score -3684621 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3685395.750000 Penalty: 3323.534180
	Iteration 14Q: 3 clusters Score -3685396 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3686332.000000 Penalty: 3323.534180
	Iteration 15F: 3 clusters Score -3686332 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3687392.000000 Penalty: 3323.534180
	Iteration 16F: 3 clusters Score -3687392 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3688549.500000 Penalty: 3323.534180
	Iteration 17Q: 3 clusters Score -3688550 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3689497.250000 Penalty: 3323.534180
	Iteration 18Q: 3 clusters Score -3689497 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3690052.750000 Penalty: 3323.534180
	Iteration 19Q: 3 clusters Score -3690053 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3690369.000000 Penalty: 3323.534180
	Iteration 20F: 3 clusters Score -3690369 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3690517.500000 Penalty: 3323.534180
	Iteration 21Q: 3 clusters Score -3690518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3690586.500000 Penalty: 3323.534180
	Iteration 22Q: 3 clusters Score -3690586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3690617.000000 Penalty: 3323.534180
	Iteration 23Q: 3 clusters Score -3690617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3690642.500000 Penalty: 3323.534180
	Iteration 24Q: 3 clusters Score -3690642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3690657.500000 Penalty: 3323.534180
	Iteration 25Q: 3 clusters Score -3690658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3690667.000000 Penalty: 3323.534180
	Iteration 26Q: 3 clusters Score -3690667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3690674.250000 Penalty: 3323.534180
	Iteration 27Q: 3 clusters Score -3690674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3690673.250000 Penalty: 3323.534180
	Iteration 28Q: 3 clusters Score -3690673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3690675.000000 Penalty: 3323.534180
	Iteration 29Q: 3 clusters Score -3690675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3690675.750000 Penalty: 3323.534180
	Iteration 30Q: 3 clusters Score -3690676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3690678.000000 Penalty: 3323.534180
	Iteration 31Q: 3 clusters Score -3690678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3690678.000000 Penalty: 3323.534180
	Iteration 32F: 3 clusters Score -3690678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Entering Unmasked Estep 
Score: -7412036.500000 Penalty: 1776.060059
	Iteration 0F: 2 clusters Score -7412036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7374825.500000 Penalty: 3552.120117
	Iteration 0F: 3 clusters Score -7374826 nChanged 26232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -7389727.500000 Penalty: 3552.120117
	Iteration 1F: 3 clusters Score -7389728 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7390425.000000 Penalty: 3552.120117
	Iteration 2Q: 3 clusters Score -7390425 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -7391043.500000 Penalty: 3552.120117
	Iteration 3Q: 3 clusters Score -7391044 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7391790.500000 Penalty: 3552.120117
	Iteration 4Q: 3 clusters Score -7391790 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7392799.000000 Penalty: 3552.120117
	Iteration 5Q: 3 clusters Score -7392799 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7394166.500000 Penalty: 3552.120117
	Iteration 6F: 3 clusters Score -7394166 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -7396028.500000 Penalty: 3552.120117
	Iteration 7F: 3 clusters Score -7396028 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -7398648.000000 Penalty: 3552.120117
	Iteration 8F: 3 clusters Score -7398648 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7401773.500000 Penalty: 3552.120117
	Iteration 9F: 3 clusters Score -7401774 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -7404928.500000 Penalty: 3552.120117
	Iteration 10F: 3 clusters Score -7404928 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7407336.500000 Penalty: 3552.120117
	Iteration 11Q: 3 clusters Score -7407336 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7408916.500000 Penalty: 3552.120117
	Iteration 12Q: 3 clusters Score -7408916 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7409762.500000 Penalty: 3552.120117
	Iteration 13Q: 3 clusters Score -7409762 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7410136.500000 Penalty: 3552.120117
	Iteration 14Q: 3 clusters Score -7410136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7410256.000000 Penalty: 3552.120117
	Iteration 15Q: 3 clusters Score -7410256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7410318.500000 Penalty: 3552.120117
	Iteration 16Q: 3 clusters Score -7410318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7410351.000000 Penalty: 3552.120117
	Iteration 17Q: 3 clusters Score -7410351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7410377.000000 Penalty: 3552.120117
	Iteration 18Q: 3 clusters Score -7410377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7410393.500000 Penalty: 3552.120117
	Iteration 19Q: 3 clusters Score -7410394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7410408.000000 Penalty: 3552.120117
	Iteration 20F: 3 clusters Score -7410408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7410426.000000 Penalty: 3552.120117
	Iteration 21Q: 3 clusters Score -7410426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7410433.000000 Penalty: 3552.120117
	Iteration 22Q: 3 clusters Score -7410433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7410446.500000 Penalty: 3552.120117
	Iteration 23Q: 3 clusters Score -7410446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7410450.000000 Penalty: 3552.120117
	Iteration 24Q: 3 clusters Score -7410450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7410447.500000 Penalty: 3552.120117
	Iteration 25Q: 3 clusters Score -7410448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7410453.000000 Penalty: 3552.120117
	Iteration 26Q: 3 clusters Score -7410453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7410463.000000 Penalty: 3552.120117
	Iteration 27Q: 3 clusters Score -7410463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7410465.000000 Penalty: 3552.120117
	Iteration 28Q: 3 clusters Score -7410465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7410465.000000 Penalty: 3552.120117
	Iteration 29Q: 3 clusters Score -7410465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7410465.000000 Penalty: 3552.120117
	Iteration 30F: 3 clusters Score -7410465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -34712.539062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -34712.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33852.355469 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -33852.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33977.398438 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -33977.4 nChanged 7
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: -33996.199219 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -33996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34003.492188 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -34003.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34003.492188 Penalty: 1821.885620
	Iteration 4F: 3 clusters Score -34003.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -234652.734375 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -234652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232656.796875 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -232656.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233082.531250 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -233082.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -233173.171875 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -233173.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -233245.609375 Penalty: 2433.877197
	Iteration 3Q: 3 clusters Score -233245.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -233306.875000 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -233306.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233375.843750 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -233375.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -233463.062500 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -233463.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -233577.734375 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -233577.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -233756.765625 Penalty: 2433.877197
	Iteration 8F: 3 clusters Score -233756.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234005.593750 Penalty: 2433.877197
	Iteration 9F: 3 clusters Score -234005.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234225.250000 Penalty: 2433.877197
	Iteration 10F: 3 clusters Score -234225.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234363.281250 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -234363.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -234442.109375 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -234442.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234468.343750 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -234468.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -234488.859375 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -234488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234502.515625 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -234502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234512.125000 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -234512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234521.109375 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -234521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -234529.953125 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -234530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -234541.171875 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -234541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -234547.187500 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -234547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234552.281250 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -234552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -234555.640625 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -234555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234559.546875 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -234559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -234565.750000 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -234565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -234568.968750 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -234569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -234573.000000 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -234573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -234577.812500 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -234577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -234580.765625 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -234580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234582.359375 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -234582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -234582.765625 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -234582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234583.390625 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -234583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234583.937500 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -234583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234584.171875 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -234584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234584.171875 Penalty: 2433.877197
	Iteration 34F: 3 clusters Score -234584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6341.283691 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -6341.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5721.344727 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -5721.345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5794.782715 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -5794.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5797.771484 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -5797.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5797.771484 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -5797.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -215592.218750 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -215592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -213736.500000 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -213736.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -214132.750000 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -214132.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -214260.265625 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -214260.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -214338.796875 Penalty: 2415.172363
	Iteration 3F: 3 clusters Score -214338.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -214405.234375 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -214405.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214466.859375 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -214466.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -214527.437500 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -214527.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -214571.046875 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -214571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -214605.125000 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -214605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -214633.062500 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -214633.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -214663.828125 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -214663.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -214691.218750 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -214691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -214706.500000 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -214706.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -214723.421875 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -214723.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -214737.703125 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -214737.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -214751.718750 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -214751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -214760.328125 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -214760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -214763.015625 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -214763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -214764.421875 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -214764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -214767.703125 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -214767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -214770.359375 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -214770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -214771.640625 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -214771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -214771.640625 Penalty: 2415.172363
	Iteration 22F: 3 clusters Score -214771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -354347.468750 Penalty: 1287.426392
	Iteration 0F: 2 clusters Score -354347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -351815.531250 Penalty: 2574.852783
	Iteration 0F: 3 clusters Score -351815.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -352395.593750 Penalty: 2574.852783
	Iteration 1F: 3 clusters Score -352395.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -352516.781250 Penalty: 2574.852783
	Iteration 2F: 3 clusters Score -352516.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -352585.781250 Penalty: 2574.852783
	Iteration 3Q: 3 clusters Score -352585.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352633.968750 Penalty: 2574.852783
	Iteration 4Q: 3 clusters Score -352634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352666.562500 Penalty: 2574.852783
	Iteration 5Q: 3 clusters Score -352666.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -352689.968750 Penalty: 2574.852783
	Iteration 6Q: 3 clusters Score -352690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -352708.875000 Penalty: 2574.852783
	Iteration 7Q: 3 clusters Score -352708.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -352731.031250 Penalty: 2574.852783
	Iteration 8Q: 3 clusters Score -352731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352750.656250 Penalty: 2574.852783
	Iteration 9Q: 3 clusters Score -352750.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -352766.250000 Penalty: 2574.852783
	Iteration 10Q: 3 clusters Score -352766.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -352779.906250 Penalty: 2574.852783
	Iteration 11Q: 3 clusters Score -352779.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -352793.312500 Penalty: 2574.852783
	Iteration 12Q: 3 clusters Score -352793.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -352812.343750 Penalty: 2574.852783
	Iteration 13Q: 3 clusters Score -352812.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -352822.656250 Penalty: 2574.852783
	Iteration 14Q: 3 clusters Score -352822.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -352834.625000 Penalty: 2574.852783
	Iteration 15Q: 3 clusters Score -352834.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352854.343750 Penalty: 2574.852783
	Iteration 16Q: 3 clusters Score -352854.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -352866.718750 Penalty: 2574.852783
	Iteration 17Q: 3 clusters Score -352866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -352877.187500 Penalty: 2574.852783
	Iteration 18Q: 3 clusters Score -352877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -352884.218750 Penalty: 2574.852783
	Iteration 19Q: 3 clusters Score -352884.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -352897.281250 Penalty: 2574.852783
	Iteration 20F: 3 clusters Score -352897.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -352915.593750 Penalty: 2574.852783
	Iteration 21Q: 3 clusters Score -352915.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352934.656250 Penalty: 2574.852783
	Iteration 22Q: 3 clusters Score -352934.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -352955.031250 Penalty: 2574.852783
	Iteration 23Q: 3 clusters Score -352955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -352981.468750 Penalty: 2574.852783
	Iteration 24Q: 3 clusters Score -352981.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -353009.468750 Penalty: 2574.852783
	Iteration 25Q: 3 clusters Score -353009.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -353038.531250 Penalty: 2574.852783
	Iteration 26Q: 3 clusters Score -353038.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -353061.281250 Penalty: 2574.852783
	Iteration 27Q: 3 clusters Score -353061.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -353077.062500 Penalty: 2574.852783
	Iteration 28Q: 3 clusters Score -353077.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -353095.843750 Penalty: 2574.852783
	Iteration 29Q: 3 clusters Score -353095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -353113.093750 Penalty: 2574.852783
	Iteration 30Q: 3 clusters Score -353113.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -353123.562500 Penalty: 2574.852783
	Iteration 31Q: 3 clusters Score -353123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -353130.750000 Penalty: 2574.852783
	Iteration 32Q: 3 clusters Score -353130.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -353139.250000 Penalty: 2574.852783
	Iteration 33Q: 3 clusters Score -353139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -353144.812500 Penalty: 2574.852783
	Iteration 34Q: 3 clusters Score -353144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -353148.968750 Penalty: 2574.852783
	Iteration 35Q: 3 clusters Score -353149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -353150.125000 Penalty: 2574.852783
	Iteration 36Q: 3 clusters Score -353150.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -353154.093750 Penalty: 2574.852783
	Iteration 37Q: 3 clusters Score -353154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -353159.437500 Penalty: 2574.852783
	Iteration 38Q: 3 clusters Score -353159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -353163.437500 Penalty: 2574.852783
	Iteration 39Q: 3 clusters Score -353163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -353166.562500 Penalty: 2574.852783
	Iteration 40F: 3 clusters Score -353166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -353170.406250 Penalty: 2574.852783
	Iteration 41Q: 3 clusters Score -353170.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -353177.000000 Penalty: 2574.852783
	Iteration 42Q: 3 clusters Score -353177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -353181.218750 Penalty: 2574.852783
	Iteration 43Q: 3 clusters Score -353181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -353185.781250 Penalty: 2574.852783
	Iteration 44Q: 3 clusters Score -353185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -353189.062500 Penalty: 2574.852783
	Iteration 45Q: 3 clusters Score -353189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -353190.562500 Penalty: 2574.852783
	Iteration 46Q: 3 clusters Score -353190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -353191.687500 Penalty: 2574.852783
	Iteration 47Q: 3 clusters Score -353191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -353194.000000 Penalty: 2574.852783
	Iteration 48Q: 3 clusters Score -353194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -353196.656250 Penalty: 2574.852783
	Iteration 49Q: 3 clusters Score -353196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -353197.656250 Penalty: 2574.852783
	Iteration 50Q: 3 clusters Score -353197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -353198.750000 Penalty: 2574.852783
	Iteration 51Q: 3 clusters Score -353198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -353199.718750 Penalty: 2574.852783
	Iteration 52Q: 3 clusters Score -353199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -353199.718750 Penalty: 2574.852783
	Iteration 53F: 3 clusters Score -353199.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161491.937500 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161491.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161772.078125 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161772.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161878.218750 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161878.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161951.781250 Penalty: 2263.036865
	Iteration 3Q: 3 clusters Score -161951.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161999.328125 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -161999.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162049.890625 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -162049.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162081.578125 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -162081.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162109.437500 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -162149.718750 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162149.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162191.250000 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162230.421875 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162230.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162273.125000 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162273.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162325.812500 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162325.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162370.140625 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162370.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -162397.875000 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -162422.078125 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162443.125000 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162459.109375 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -162467.671875 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -162469.062500 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -162469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -162471.921875 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -162471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -162475.546875 Penalty: 2263.036865
	Iteration 21Q: 3 clusters Score -162475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162477.531250 Penalty: 2263.036865
	Iteration 22Q: 3 clusters Score -162477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -162483.156250 Penalty: 2263.036865
	Iteration 23Q: 3 clusters Score -162483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162486.609375 Penalty: 2263.036865
	Iteration 24Q: 3 clusters Score -162486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162491.171875 Penalty: 2263.036865
	Iteration 25Q: 3 clusters Score -162491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162493.281250 Penalty: 2263.036865
	Iteration 26Q: 3 clusters Score -162493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -162494.453125 Penalty: 2263.036865
	Iteration 27Q: 3 clusters Score -162494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -162495.000000 Penalty: 2263.036865
	Iteration 28Q: 3 clusters Score -162495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -162495.000000 Penalty: 2263.036865
	Iteration 29F: 3 clusters Score -162495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -463632.031250 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -463632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -460586.468750 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -460586.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -461411.468750 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -461411.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -461619.937500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -461619.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -461860.437500 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -461860.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -462076.000000 Penalty: 2662.585449
	Iteration 4F: 3 clusters Score -462076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -462248.500000 Penalty: 2662.585449
	Iteration 5F: 3 clusters Score -462248.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -462404.031250 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -462404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -462570.125000 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -462570.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -462719.843750 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -462719.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -462836.500000 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -462836.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -462929.031250 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -462929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -462981.437500 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -462981.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -463031.781250 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -463031.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -463073.343750 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -463073.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -463091.593750 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -463091.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -463102.093750 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -463102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -463114.406250 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -463114.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -463121.500000 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -463121.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -463125.750000 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -463125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -463128.156250 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -463128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -463131.750000 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -463131.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463138.593750 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -463138.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -463147.218750 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -463147.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -463153.031250 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -463153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -463161.218750 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -463161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -463168.281250 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -463168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -463171.843750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -463171.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -463178.343750 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -463178.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -463180.875000 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -463180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -463184.125000 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -463184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -463189.437500 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -463189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -463192.562500 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -463192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -463194.937500 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -463194.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -463198.531250 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -463198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -463202.187500 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -463202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -463205.593750 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -463205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -463209.500000 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -463209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -463211.843750 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -463211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -463214.500000 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -463214.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -463218.343750 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -463218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -463222.437500 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -463222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -463225.531250 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -463225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -463227.562500 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -463227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -463230.781250 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -463230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -463233.531250 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -463233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -463235.000000 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -463235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -463236.187500 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -463236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -463236.937500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -463236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -463237.875000 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -463237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -463238.500000 Penalty: 2662.585449
	Iteration 49Q: 3 clusters Score -463238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -463239.000000 Penalty: 2662.585449
	Iteration 50Q: 3 clusters Score -463239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -463239.625000 Penalty: 2662.585449
	Iteration 51Q: 3 clusters Score -463239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -463239.625000 Penalty: 2662.585449
	Iteration 52F: 3 clusters Score -463239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -169076.109375 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -169076.1 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 685 members 
Entering Unmasked Estep 
Score: -167414.953125 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -167415 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167806.187500 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -167806.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -167985.578125 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -167985.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168090.500000 Penalty: 2344.235352
	Iteration 3F: 3 clusters Score -168090.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168172.234375 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -168172.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -168249.796875 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -168249.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -168311.140625 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -168311.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168386.109375 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -168386.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168472.093750 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -168472.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168584.703125 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -168584.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168687.265625 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -168687.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168735.343750 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -168735.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168756.500000 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -168756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168770.671875 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -168770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168784.171875 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -168784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168786.984375 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -168787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168791.593750 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -168791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168791.593750 Penalty: 2344.235352
	Iteration 17F: 3 clusters Score -168791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -20245.320312 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -20245.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19663.113281 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19663.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19788.433594 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19788.43 nChanged 11
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: -19884.255859 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -19884.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19923.378906 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -19923.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -19938.583984 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -19938.58 nChanged 2
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: -19948.517578 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -19948.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -19955.853516 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -19955.85 nChanged 1
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: -19958.853516 Penalty: 1725.187012
	Iteration 7Q: 3 clusters Score -19958.85 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: -19958.853516 Penalty: 1725.187012
	Iteration 8F: 3 clusters Score -19958.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -52082.207031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -52082.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51082.187500 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -51082.19 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51222.285156 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -51222.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51286.867188 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -51286.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51305.218750 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -51305.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51329.460938 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -51329.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51346.542969 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -51346.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51350.523438 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -51350.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51351.273438 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -51351.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51351.273438 Penalty: 1962.307983
	Iteration 8F: 3 clusters Score -51351.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -65311.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64247.812500 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -64247.81 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64407.753906 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -64407.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64486.566406 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -64486.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64543.632812 Penalty: 2039.297729
	Iteration 3F: 3 clusters Score -64543.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64625.082031 Penalty: 2039.297729
	Iteration 4F: 3 clusters Score -64625.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64680.320312 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -64680.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64760.015625 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -64760.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64811.171875 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -64811.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64868.554688 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -64868.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64926.230469 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -64926.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64957.625000 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -64957.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64989.214844 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -64989.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65013.796875 Penalty: 2039.297729
	Iteration 12Q: 3 clusters Score -65013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65025.500000 Penalty: 2039.297729
	Iteration 13Q: 3 clusters Score -65025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65027.867188 Penalty: 2039.297729
	Iteration 14Q: 3 clusters Score -65027.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65034.492188 Penalty: 2039.297729
	Iteration 15Q: 3 clusters Score -65034.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65048.046875 Penalty: 2039.297729
	Iteration 16Q: 3 clusters Score -65048.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65048.363281 Penalty: 2039.297729
	Iteration 17Q: 3 clusters Score -65048.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65048.363281 Penalty: 2039.297729
	Iteration 18F: 3 clusters Score -65048.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -141264.187500 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -141264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139777.343750 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -139777.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140113.125000 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -140113.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140280.406250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -140280.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -140406.765625 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -140406.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -140515.781250 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -140515.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -140578.265625 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -140578.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -140615.421875 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -140615.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -140645.828125 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -140645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140665.125000 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -140665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140678.078125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -140678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140684.609375 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -140684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -140693.796875 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -140693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -140703.359375 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -140703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -140710.656250 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -140710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -140713.796875 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -140713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140714.031250 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -140714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -140714.765625 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -140714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -140714.984375 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -140715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -140714.984375 Penalty: 2276.586670
	Iteration 18F: 3 clusters Score -140715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -63511.707031 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -63511.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62550.691406 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -62550.69 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62824.789062 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -62824.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62903.972656 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -62903.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62930.421875 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -62930.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62941.105469 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -62941.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62949.000000 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -62949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62957.101562 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -62957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62962.050781 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -62962.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62967.843750 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -62967.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62967.843750 Penalty: 2011.185791
	Iteration 9F: 3 clusters Score -62967.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -7795.812012 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -7795.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7288.148926 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -7288.149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7368.865234 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -7368.865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7385.587891 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -7385.588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7410.851562 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -7410.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7415.183105 Penalty: 1536.401123
	Iteration 4Q: 3 clusters Score -7415.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7438.664551 Penalty: 1536.401123
	Iteration 5Q: 3 clusters Score -7438.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7440.609375 Penalty: 1536.401123
	Iteration 6Q: 3 clusters Score -7440.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7440.609375 Penalty: 1536.401123
	Iteration 7F: 3 clusters Score -7440.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -259301.671875 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -259301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257217.390625 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -257217.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257694.234375 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -257694.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257891.671875 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -257891.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -258056.796875 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -258056.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258175.171875 Penalty: 2464.389893
	Iteration 4F: 3 clusters Score -258175.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -258246.078125 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -258246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258285.421875 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -258285.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -258313.343750 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -258313.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258343.781250 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -258343.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -258363.609375 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -258363.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258377.750000 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -258377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258386.046875 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -258386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -258388.437500 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -258388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -258391.984375 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -258392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258393.468750 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -258393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258393.468750 Penalty: 2464.389893
	Iteration 15F: 3 clusters Score -258393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Entering Unmasked Estep 
Score: -10079664.000000 Penalty: 1822.309082
	Iteration 0F: 2 clusters Score -1.007966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -10033126.000000 Penalty: 3644.618164
	Iteration 0F: 3 clusters Score -1.003313e+07 nChanged 35231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -10053964.000000 Penalty: 3644.618164
	Iteration 1F: 3 clusters Score -1.005396e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -10055033.000000 Penalty: 3644.618164
	Iteration 2Q: 3 clusters Score -1.005503e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -10056444.000000 Penalty: 3644.618164
	Iteration 3Q: 3 clusters Score -1.005644e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -10058441.000000 Penalty: 3644.618164
	Iteration 4Q: 3 clusters Score -1.005844e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -10061472.000000 Penalty: 3644.618164
	Iteration 5F: 3 clusters Score -1.006147e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -10065788.000000 Penalty: 3644.618164
	Iteration 6F: 3 clusters Score -1.006579e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -10070757.000000 Penalty: 3644.618164
	Iteration 7F: 3 clusters Score -1.007076e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -10074629.000000 Penalty: 3644.618164
	Iteration 8F: 3 clusters Score -1.007463e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -10076756.000000 Penalty: 3644.618164
	Iteration 9Q: 3 clusters Score -1.007676e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -10077725.000000 Penalty: 3644.618164
	Iteration 10Q: 3 clusters Score -1.007772e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -10078332.000000 Penalty: 3644.618164
	Iteration 11Q: 3 clusters Score -1.007833e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -10078707.000000 Penalty: 3644.618164
	Iteration 12Q: 3 clusters Score -1.007871e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -10078894.000000 Penalty: 3644.618164
	Iteration 13Q: 3 clusters Score -1.007889e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -10079145.000000 Penalty: 3644.618164
	Iteration 14Q: 3 clusters Score -1.007914e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -10079263.000000 Penalty: 3644.618164
	Iteration 15Q: 3 clusters Score -1.007926e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -10079434.000000 Penalty: 3644.618164
	Iteration 16Q: 3 clusters Score -1.007943e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -10079571.000000 Penalty: 3644.618164
	Iteration 17Q: 3 clusters Score -1.007957e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -10079708.000000 Penalty: 3644.618164
	Iteration 18Q: 3 clusters Score -1.007971e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -10079823.000000 Penalty: 3644.618164
	Iteration 19Q: 3 clusters Score -1.007982e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -10079944.000000 Penalty: 3644.618164
	Iteration 20F: 3 clusters Score -1.007994e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -10079988.000000 Penalty: 3644.618164
	Iteration 21Q: 3 clusters Score -1.007999e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -10080061.000000 Penalty: 3644.618164
	Iteration 22Q: 3 clusters Score -1.008006e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -10080133.000000 Penalty: 3644.618164
	Iteration 23Q: 3 clusters Score -1.008013e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -10080134.000000 Penalty: 3644.618164
	Iteration 24Q: 3 clusters Score -1.008013e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -10080099.000000 Penalty: 3644.618164
	Iteration 25Q: 3 clusters Score -1.00801e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -10080073.000000 Penalty: 3644.618164
	Iteration 26Q: 3 clusters Score -1.008007e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -10080077.000000 Penalty: 3644.618164
	Iteration 27Q: 3 clusters Score -1.008008e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -10080060.000000 Penalty: 3644.618164
	Iteration 28Q: 3 clusters Score -1.008006e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -10080044.000000 Penalty: 3644.618164
	Iteration 29Q: 3 clusters Score -1.008004e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -10080049.000000 Penalty: 3644.618164
	Iteration 30Q: 3 clusters Score -1.008005e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -10080075.000000 Penalty: 3644.618164
	Iteration 31Q: 3 clusters Score -1.008008e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -10080077.000000 Penalty: 3644.618164
	Iteration 32Q: 3 clusters Score -1.008008e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -10080057.000000 Penalty: 3644.618164
	Iteration 33Q: 3 clusters Score -1.008006e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -10079995.000000 Penalty: 3644.618164
	Iteration 34Q: 3 clusters Score -1.008e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -10079962.000000 Penalty: 3644.618164
	Iteration 35Q: 3 clusters Score -1.007996e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -10079913.000000 Penalty: 3644.618164
	Iteration 36Q: 3 clusters Score -1.007991e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -10079913.000000 Penalty: 3644.618164
	Iteration 37Q: 3 clusters Score -1.007991e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -10079953.000000 Penalty: 3644.618164
	Iteration 38Q: 3 clusters Score -1.007995e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -10079945.000000 Penalty: 3644.618164
	Iteration 39Q: 3 clusters Score -1.007994e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -10079956.000000 Penalty: 3644.618164
	Iteration 40F: 3 clusters Score -1.007996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -10079910.000000 Penalty: 3644.618164
	Iteration 41Q: 3 clusters Score -1.007991e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -10079888.000000 Penalty: 3644.618164
	Iteration 42Q: 3 clusters Score -1.007989e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -10079882.000000 Penalty: 3644.618164
	Iteration 43Q: 3 clusters Score -1.007988e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -10079850.000000 Penalty: 3644.618164
	Iteration 44Q: 3 clusters Score -1.007985e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -10079810.000000 Penalty: 3644.618164
	Iteration 45Q: 3 clusters Score -1.007981e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -10079761.000000 Penalty: 3644.618164
	Iteration 46Q: 3 clusters Score -1.007976e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -10079772.000000 Penalty: 3644.618164
	Iteration 47Q: 3 clusters Score -1.007977e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -10079734.000000 Penalty: 3644.618164
	Iteration 48Q: 3 clusters Score -1.007973e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -10079717.000000 Penalty: 3644.618164
	Iteration 49Q: 3 clusters Score -1.007972e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -10079683.000000 Penalty: 3644.618164
	Iteration 50Q: 3 clusters Score -1.007968e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -10079675.000000 Penalty: 3644.618164
	Iteration 51Q: 3 clusters Score -1.007968e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -10079661.000000 Penalty: 3644.618164
	Iteration 52Q: 3 clusters Score -1.007966e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -10079668.000000 Penalty: 3644.618164
	Iteration 53Q: 3 clusters Score -1.007967e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -10079625.000000 Penalty: 3644.618164
	Iteration 54Q: 3 clusters Score -1.007962e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -10079602.000000 Penalty: 3644.618164
	Iteration 55Q: 3 clusters Score -1.00796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -10079595.000000 Penalty: 3644.618164
	Iteration 56Q: 3 clusters Score -1.00796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -10079604.000000 Penalty: 3644.618164
	Iteration 57Q: 3 clusters Score -1.00796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -10079583.000000 Penalty: 3644.618164
	Iteration 58Q: 3 clusters Score -1.007958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -10079575.000000 Penalty: 3644.618164
	Iteration 59Q: 3 clusters Score -1.007958e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -10079584.000000 Penalty: 3644.618164
	Iteration 60F: 3 clusters Score -1.007958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -10079579.000000 Penalty: 3644.618164
	Iteration 61Q: 3 clusters Score -1.007958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -10079561.000000 Penalty: 3644.618164
	Iteration 62Q: 3 clusters Score -1.007956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -10079537.000000 Penalty: 3644.618164
	Iteration 63Q: 3 clusters Score -1.007954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -10079530.000000 Penalty: 3644.618164
	Iteration 64Q: 3 clusters Score -1.007953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -10079523.000000 Penalty: 3644.618164
	Iteration 65Q: 3 clusters Score -1.007952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -10079521.000000 Penalty: 3644.618164
	Iteration 66Q: 3 clusters Score -1.007952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -10079507.000000 Penalty: 3644.618164
	Iteration 67Q: 3 clusters Score -1.007951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -10079493.000000 Penalty: 3644.618164
	Iteration 68Q: 3 clusters Score -1.007949e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -10079502.000000 Penalty: 3644.618164
	Iteration 69Q: 3 clusters Score -1.00795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -10079500.000000 Penalty: 3644.618164
	Iteration 70Q: 3 clusters Score -1.00795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -10079515.000000 Penalty: 3644.618164
	Iteration 71Q: 3 clusters Score -1.007952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -10079509.000000 Penalty: 3644.618164
	Iteration 72Q: 3 clusters Score -1.007951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -10079513.000000 Penalty: 3644.618164
	Iteration 73Q: 3 clusters Score -1.007951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -10079506.000000 Penalty: 3644.618164
	Iteration 74Q: 3 clusters Score -1.007951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -10079516.000000 Penalty: 3644.618164
	Iteration 75Q: 3 clusters Score -1.007952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -10079508.000000 Penalty: 3644.618164
	Iteration 76Q: 3 clusters Score -1.007951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -10079508.000000 Penalty: 3644.618164
	Iteration 77Q: 3 clusters Score -1.007951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -10079491.000000 Penalty: 3644.618164
	Iteration 78Q: 3 clusters Score -1.007949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -10079500.000000 Penalty: 3644.618164
	Iteration 79Q: 3 clusters Score -1.00795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -10079488.000000 Penalty: 3644.618164
	Iteration 80F: 3 clusters Score -1.007949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -10079491.000000 Penalty: 3644.618164
	Iteration 81Q: 3 clusters Score -1.007949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -10079487.000000 Penalty: 3644.618164
	Iteration 82Q: 3 clusters Score -1.007949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -10079489.000000 Penalty: 3644.618164
	Iteration 83Q: 3 clusters Score -1.007949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -10079489.000000 Penalty: 3644.618164
	Iteration 84F: 3 clusters Score -1.007949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -172702.500000 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -172702.5 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 671 members 
Entering Unmasked Estep 
Score: -171025.359375 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -171025.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171412.031250 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -171412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171532.015625 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -171532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -171611.578125 Penalty: 2341.831299
	Iteration 3F: 3 clusters Score -171611.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171693.953125 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -171694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171767.890625 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -171767.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171838.093750 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -171838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -171883.921875 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -171883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171917.750000 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -171917.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -171946.281250 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -171946.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -171977.359375 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -171977.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172004.375000 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -172004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -172017.171875 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -172017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172023.843750 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -172023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172028.656250 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -172028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172031.328125 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -172031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172031.625000 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -172031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172031.625000 Penalty: 2341.831299
	Iteration 17F: 3 clusters Score -172031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -380645.875000 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -380645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -377929.218750 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -377929.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -378572.312500 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -378572.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -378697.187500 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -378697.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -378784.625000 Penalty: 2594.507080
	Iteration 3Q: 3 clusters Score -378784.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -378836.062500 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -378836.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -378871.937500 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -378871.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -378887.500000 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -378887.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -378899.875000 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -378899.9 nChanged 29
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: -378911.562500 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -378911.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -378923.625000 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -378923.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -378934.687500 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -378934.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378942.406250 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -378942.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -378951.125000 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -378951.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378955.531250 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -378955.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -378959.343750 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -378959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -378964.031250 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -378964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -378965.843750 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -378965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -378966.781250 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -378966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378967.343750 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -378967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -378968.156250 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -378968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -378969.125000 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -378969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -378969.437500 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -378969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -378970.156250 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -378970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -378970.156250 Penalty: 2594.507080
	Iteration 23F: 3 clusters Score -378970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -372991.937500 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -372991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -370444.656250 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -370444.7 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -371199.375000 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -371199.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371514.875000 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -371514.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -371754.437500 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -371754.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -371915.656250 Penalty: 2585.399170
	Iteration 4F: 3 clusters Score -371915.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -372041.218750 Penalty: 2585.399170
	Iteration 5F: 3 clusters Score -372041.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372137.156250 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -372137.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -372204.250000 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -372204.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -372231.437500 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -372231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -372240.687500 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -372240.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -372248.343750 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -372248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -372254.656250 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -372254.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -372257.625000 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -372257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -372259.406250 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -372259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -372259.625000 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -372259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -372259.625000 Penalty: 2585.399170
	Iteration 15F: 3 clusters Score -372259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -152829.265625 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -152829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -151310.109375 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151310.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151669.140625 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151669.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151757.953125 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -151758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151803.671875 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -151803.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151834.140625 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -151834.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -151862.750000 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -151862.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151888.359375 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -151888.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151920.078125 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -151920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -151961.156250 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -151961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -151987.468750 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -151987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152011.531250 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -152011.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -152027.843750 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -152027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152040.062500 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -152040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152046.218750 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -152046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152057.281250 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -152057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152070.171875 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -152070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152079.031250 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -152079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152096.468750 Penalty: 2294.096436
	Iteration 17Q: 3 clusters Score -152096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152108.140625 Penalty: 2294.096436
	Iteration 18Q: 3 clusters Score -152108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152121.812500 Penalty: 2294.096436
	Iteration 19Q: 3 clusters Score -152121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152130.687500 Penalty: 2294.096436
	Iteration 20F: 3 clusters Score -152130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -152139.375000 Penalty: 2294.096436
	Iteration 21Q: 3 clusters Score -152139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -152152.765625 Penalty: 2294.096436
	Iteration 22Q: 3 clusters Score -152152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152165.109375 Penalty: 2294.096436
	Iteration 23Q: 3 clusters Score -152165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152171.593750 Penalty: 2294.096436
	Iteration 24Q: 3 clusters Score -152171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -152179.203125 Penalty: 2294.096436
	Iteration 25Q: 3 clusters Score -152179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152183.375000 Penalty: 2294.096436
	Iteration 26Q: 3 clusters Score -152183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152186.687500 Penalty: 2294.096436
	Iteration 27Q: 3 clusters Score -152186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152188.921875 Penalty: 2294.096436
	Iteration 28Q: 3 clusters Score -152188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -152191.062500 Penalty: 2294.096436
	Iteration 29Q: 3 clusters Score -152191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -152194.000000 Penalty: 2294.096436
	Iteration 30Q: 3 clusters Score -152194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152197.765625 Penalty: 2294.096436
	Iteration 31Q: 3 clusters Score -152197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152197.984375 Penalty: 2294.096436
	Iteration 32Q: 3 clusters Score -152198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152197.984375 Penalty: 2294.096436
	Iteration 33F: 3 clusters Score -152198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -658154.937500 Penalty: 1379.495850
	Iteration 0F: 2 clusters Score -658154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -654249.750000 Penalty: 2758.991699
	Iteration 0F: 3 clusters Score -654249.8 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -655249.187500 Penalty: 2758.991699
	Iteration 1F: 3 clusters Score -655249.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -655410.312500 Penalty: 2758.991699
	Iteration 2F: 3 clusters Score -655410.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -655528.687500 Penalty: 2758.991699
	Iteration 3F: 3 clusters Score -655528.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -655631.187500 Penalty: 2758.991699
	Iteration 4Q: 3 clusters Score -655631.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -655710.625000 Penalty: 2758.991699
	Iteration 5Q: 3 clusters Score -655710.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -655780.875000 Penalty: 2758.991699
	Iteration 6Q: 3 clusters Score -655780.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -655857.125000 Penalty: 2758.991699
	Iteration 7Q: 3 clusters Score -655857.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -655944.937500 Penalty: 2758.991699
	Iteration 8Q: 3 clusters Score -655944.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -656041.750000 Penalty: 2758.991699
	Iteration 9Q: 3 clusters Score -656041.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -656150.125000 Penalty: 2758.991699
	Iteration 10Q: 3 clusters Score -656150.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -656257.312500 Penalty: 2758.991699
	Iteration 11Q: 3 clusters Score -656257.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -656365.875000 Penalty: 2758.991699
	Iteration 12Q: 3 clusters Score -656365.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -656460.500000 Penalty: 2758.991699
	Iteration 13Q: 3 clusters Score -656460.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -656528.687500 Penalty: 2758.991699
	Iteration 14Q: 3 clusters Score -656528.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -656606.937500 Penalty: 2758.991699
	Iteration 15Q: 3 clusters Score -656606.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -656692.562500 Penalty: 2758.991699
	Iteration 16Q: 3 clusters Score -656692.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -656745.687500 Penalty: 2758.991699
	Iteration 17Q: 3 clusters Score -656745.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -656789.875000 Penalty: 2758.991699
	Iteration 18Q: 3 clusters Score -656789.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -656814.562500 Penalty: 2758.991699
	Iteration 19Q: 3 clusters Score -656814.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -656827.625000 Penalty: 2758.991699
	Iteration 20F: 3 clusters Score -656827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -656836.812500 Penalty: 2758.991699
	Iteration 21Q: 3 clusters Score -656836.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -656849.187500 Penalty: 2758.991699
	Iteration 22Q: 3 clusters Score -656849.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -656863.375000 Penalty: 2758.991699
	Iteration 23Q: 3 clusters Score -656863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -656869.875000 Penalty: 2758.991699
	Iteration 24Q: 3 clusters Score -656869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -656873.875000 Penalty: 2758.991699
	Iteration 25Q: 3 clusters Score -656873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -656877.125000 Penalty: 2758.991699
	Iteration 26Q: 3 clusters Score -656877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -656880.000000 Penalty: 2758.991699
	Iteration 27Q: 3 clusters Score -656880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -656883.437500 Penalty: 2758.991699
	Iteration 28Q: 3 clusters Score -656883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -656886.937500 Penalty: 2758.991699
	Iteration 29Q: 3 clusters Score -656886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -656889.062500 Penalty: 2758.991699
	Iteration 30Q: 3 clusters Score -656889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -656891.812500 Penalty: 2758.991699
	Iteration 31Q: 3 clusters Score -656891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -656892.500000 Penalty: 2758.991699
	Iteration 32Q: 3 clusters Score -656892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -656891.625000 Penalty: 2758.991699
	Iteration 33Q: 3 clusters Score -656891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -656891.625000 Penalty: 2758.991699
	Iteration 34F: 3 clusters Score -656891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186779.546875 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186779.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -187174.234375 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187174.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187285.937500 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187285.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187369.843750 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -187369.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187433.140625 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -187433.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -187481.937500 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187481.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -187526.000000 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -187552.109375 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187552.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -187586.328125 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187586.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187618.812500 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -187646.437500 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187646.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -187670.015625 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -187695.828125 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -187718.515625 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187718.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -187728.687500 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187736.953125 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187741.843750 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -187746.390625 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -187749.281250 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -187752.093750 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -187752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -187752.718750 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -187752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187754.468750 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -187754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187754.468750 Penalty: 2367.789795
	Iteration 22F: 3 clusters Score -187754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -195251.140625 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -195251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193512.515625 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -193512.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193843.093750 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -193843.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -193941.484375 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -193941.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -193985.312500 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -193985.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194003.296875 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -194003.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194015.062500 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -194015.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194031.187500 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -194031.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194041.640625 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -194041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194047.953125 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -194048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194051.859375 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -194051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -194056.671875 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -194056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194059.093750 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -194059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194064.046875 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -194064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194068.515625 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -194068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194071.218750 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -194071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194071.328125 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -194071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194072.218750 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -194072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194073.515625 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -194073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194074.531250 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -194074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194075.140625 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -194075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194075.140625 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -194075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32209.363281 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -32209.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31401.347656 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -31401.35 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31539.109375 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -31539.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31637.886719 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -31637.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31681.882812 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -31681.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31732.052734 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -31732.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31756.792969 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -31756.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31765.126953 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -31765.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31767.888672 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -31767.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31767.888672 Penalty: 1870.616211
	Iteration 8F: 3 clusters Score -31767.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Entering Unmasked Estep 
Score: -1487528.625000 Penalty: 1524.002686
	Iteration 0F: 2 clusters Score -1487529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1479123.375000 Penalty: 3048.005371
	Iteration 0F: 3 clusters Score -1479123 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1482178.375000 Penalty: 3048.005371
	Iteration 1F: 3 clusters Score -1482178 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1482849.250000 Penalty: 3048.005371
	Iteration 2F: 3 clusters Score -1482849 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1483530.500000 Penalty: 3048.005371
	Iteration 3F: 3 clusters Score -1483530 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1484219.125000 Penalty: 3048.005371
	Iteration 4F: 3 clusters Score -1484219 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1484893.875000 Penalty: 3048.005371
	Iteration 5F: 3 clusters Score -1484894 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1485450.750000 Penalty: 3048.005371
	Iteration 6F: 3 clusters Score -1485451 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1485852.750000 Penalty: 3048.005371
	Iteration 7Q: 3 clusters Score -1485853 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1486116.500000 Penalty: 3048.005371
	Iteration 8Q: 3 clusters Score -1486116 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1486248.375000 Penalty: 3048.005371
	Iteration 9Q: 3 clusters Score -1486248 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1486309.375000 Penalty: 3048.005371
	Iteration 10Q: 3 clusters Score -1486309 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1486357.625000 Penalty: 3048.005371
	Iteration 11Q: 3 clusters Score -1486358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1486396.000000 Penalty: 3048.005371
	Iteration 12Q: 3 clusters Score -1486396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1486425.250000 Penalty: 3048.005371
	Iteration 13Q: 3 clusters Score -1486425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1486444.500000 Penalty: 3048.005371
	Iteration 14Q: 3 clusters Score -1486444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1486462.250000 Penalty: 3048.005371
	Iteration 15Q: 3 clusters Score -1486462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1486474.250000 Penalty: 3048.005371
	Iteration 16Q: 3 clusters Score -1486474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1486477.500000 Penalty: 3048.005371
	Iteration 17Q: 3 clusters Score -1486478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1486479.750000 Penalty: 3048.005371
	Iteration 18Q: 3 clusters Score -1486480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1486481.750000 Penalty: 3048.005371
	Iteration 19Q: 3 clusters Score -1486482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1486487.875000 Penalty: 3048.005371
	Iteration 20F: 3 clusters Score -1486488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1486489.250000 Penalty: 3048.005371
	Iteration 21Q: 3 clusters Score -1486489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1486490.750000 Penalty: 3048.005371
	Iteration 22Q: 3 clusters Score -1486491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1486494.125000 Penalty: 3048.005371
	Iteration 23Q: 3 clusters Score -1486494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1486496.375000 Penalty: 3048.005371
	Iteration 24Q: 3 clusters Score -1486496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1486499.125000 Penalty: 3048.005371
	Iteration 25Q: 3 clusters Score -1486499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1486499.250000 Penalty: 3048.005371
	Iteration 26Q: 3 clusters Score -1486499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1486501.875000 Penalty: 3048.005371
	Iteration 27Q: 3 clusters Score -1486502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1486500.750000 Penalty: 3048.005371
	Iteration 28Q: 3 clusters Score -1486501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1486499.625000 Penalty: 3048.005371
	Iteration 29Q: 3 clusters Score -1486500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1486505.375000 Penalty: 3048.005371
	Iteration 30Q: 3 clusters Score -1486505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1486501.500000 Penalty: 3048.005371
	Iteration 31Q: 3 clusters Score -1486502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1486502.125000 Penalty: 3048.005371
	Iteration 32Q: 3 clusters Score -1486502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1486503.375000 Penalty: 3048.005371
	Iteration 33Q: 3 clusters Score -1486503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1486504.250000 Penalty: 3048.005371
	Iteration 34Q: 3 clusters Score -1486504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1486503.875000 Penalty: 3048.005371
	Iteration 35Q: 3 clusters Score -1486504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1486504.750000 Penalty: 3048.005371
	Iteration 36Q: 3 clusters Score -1486505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1486504.750000 Penalty: 3048.005371
	Iteration 37F: 3 clusters Score -1486505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 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 135 members 
Entering Unmasked Estep 
Score: -51295.699219 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51295.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51378.828125 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51378.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51411.503906 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -51411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51429.414062 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51429.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51450.523438 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51450.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51463.925781 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51463.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51479.753906 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -51479.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51488.734375 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -51488.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51495.648438 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -51495.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51499.847656 Penalty: 1838.197388
	Iteration 9Q: 3 clusters Score -51499.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51501.695312 Penalty: 1838.197388
	Iteration 10Q: 3 clusters Score -51501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51501.695312 Penalty: 1838.197388
	Iteration 11F: 3 clusters Score -51501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -611096.187500 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -611096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -607399.875000 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -607399.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -608434.125000 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -608434.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -608573.562500 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -608573.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -608647.437500 Penalty: 2735.071289
	Iteration 3Q: 3 clusters Score -608647.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -608704.312500 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -608704.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -608743.125000 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -608743.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -608778.375000 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -608778.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -608816.312500 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -608816.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -608839.312500 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -608839.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -608858.250000 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -608858.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -608869.812500 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -608869.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -608876.062500 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -608876.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -608880.062500 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -608880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -608884.312500 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -608884.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -608887.375000 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -608887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -608889.937500 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -608889.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -608892.125000 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -608892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -608897.000000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -608897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -608902.125000 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -608902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608910.500000 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -608910.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -608917.437500 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -608917.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -608926.687500 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -608926.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -608934.375000 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -608934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -608941.625000 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -608941.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -608948.250000 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -608948.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -608956.375000 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -608956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -608965.375000 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -608965.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -608974.812500 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -608974.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -608983.000000 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -608983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -608989.812500 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -608989.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -608998.812500 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -608998.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -609007.937500 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -609007.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -609015.687500 Penalty: 2735.071289
	Iteration 32Q: 3 clusters Score -609015.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -609023.937500 Penalty: 2735.071289
	Iteration 33Q: 3 clusters Score -609023.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -609033.375000 Penalty: 2735.071289
	Iteration 34Q: 3 clusters Score -609033.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -609045.687500 Penalty: 2735.071289
	Iteration 35Q: 3 clusters Score -609045.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -609068.062500 Penalty: 2735.071289
	Iteration 36Q: 3 clusters Score -609068.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -609097.375000 Penalty: 2735.071289
	Iteration 37Q: 3 clusters Score -609097.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -609133.375000 Penalty: 2735.071289
	Iteration 38Q: 3 clusters Score -609133.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -609164.562500 Penalty: 2735.071289
	Iteration 39Q: 3 clusters Score -609164.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -609191.375000 Penalty: 2735.071289
	Iteration 40F: 3 clusters Score -609191.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -609222.687500 Penalty: 2735.071289
	Iteration 41Q: 3 clusters Score -609222.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -609257.562500 Penalty: 2735.071289
	Iteration 42Q: 3 clusters Score -609257.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -609303.187500 Penalty: 2735.071289
	Iteration 43Q: 3 clusters Score -609303.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -609358.500000 Penalty: 2735.071289
	Iteration 44Q: 3 clusters Score -609358.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -609426.000000 Penalty: 2735.071289
	Iteration 45Q: 3 clusters Score -609426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -609484.062500 Penalty: 2735.071289
	Iteration 46Q: 3 clusters Score -609484.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -609549.125000 Penalty: 2735.071289
	Iteration 47Q: 3 clusters Score -609549.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -609606.625000 Penalty: 2735.071289
	Iteration 48Q: 3 clusters Score -609606.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -609653.687500 Penalty: 2735.071289
	Iteration 49Q: 3 clusters Score -609653.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -609703.000000 Penalty: 2735.071289
	Iteration 50Q: 3 clusters Score -609703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -609743.750000 Penalty: 2735.071289
	Iteration 51Q: 3 clusters Score -609743.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -609775.062500 Penalty: 2735.071289
	Iteration 52Q: 3 clusters Score -609775.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -609799.062500 Penalty: 2735.071289
	Iteration 53Q: 3 clusters Score -609799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -609818.500000 Penalty: 2735.071289
	Iteration 54Q: 3 clusters Score -609818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -609835.312500 Penalty: 2735.071289
	Iteration 55Q: 3 clusters Score -609835.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -609851.437500 Penalty: 2735.071289
	Iteration 56Q: 3 clusters Score -609851.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -609865.062500 Penalty: 2735.071289
	Iteration 57Q: 3 clusters Score -609865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -609876.812500 Penalty: 2735.071289
	Iteration 58Q: 3 clusters Score -609876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -609889.375000 Penalty: 2735.071289
	Iteration 59Q: 3 clusters Score -609889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -609899.125000 Penalty: 2735.071289
	Iteration 60F: 3 clusters Score -609899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -609906.750000 Penalty: 2735.071289
	Iteration 61Q: 3 clusters Score -609906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -609913.750000 Penalty: 2735.071289
	Iteration 62Q: 3 clusters Score -609913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -609915.437500 Penalty: 2735.071289
	Iteration 63Q: 3 clusters Score -609915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -609915.187500 Penalty: 2735.071289
	Iteration 64Q: 3 clusters Score -609915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -609918.812500 Penalty: 2735.071289
	Iteration 65Q: 3 clusters Score -609918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -609923.000000 Penalty: 2735.071289
	Iteration 66Q: 3 clusters Score -609923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -609925.500000 Penalty: 2735.071289
	Iteration 67Q: 3 clusters Score -609925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -609925.500000 Penalty: 2735.071289
	Iteration 68F: 3 clusters Score -609925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -384333.343750 Penalty: 1307.616211
	Iteration 0F: 2 clusters Score -384333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381553.500000 Penalty: 2615.232422
	Iteration 0F: 3 clusters Score -381553.5 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -382345.500000 Penalty: 2615.232422
	Iteration 1F: 3 clusters Score -382345.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -382544.375000 Penalty: 2615.232422
	Iteration 2F: 3 clusters Score -382544.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -382659.000000 Penalty: 2615.232422
	Iteration 3F: 3 clusters Score -382659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -382733.906250 Penalty: 2615.232422
	Iteration 4Q: 3 clusters Score -382733.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -382785.468750 Penalty: 2615.232422
	Iteration 5Q: 3 clusters Score -382785.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -382833.968750 Penalty: 2615.232422
	Iteration 6Q: 3 clusters Score -382834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -382878.437500 Penalty: 2615.232422
	Iteration 7Q: 3 clusters Score -382878.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382922.750000 Penalty: 2615.232422
	Iteration 8Q: 3 clusters Score -382922.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -382967.156250 Penalty: 2615.232422
	Iteration 9Q: 3 clusters Score -382967.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -383018.687500 Penalty: 2615.232422
	Iteration 10Q: 3 clusters Score -383018.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383066.312500 Penalty: 2615.232422
	Iteration 11Q: 3 clusters Score -383066.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -383102.281250 Penalty: 2615.232422
	Iteration 12Q: 3 clusters Score -383102.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -383130.062500 Penalty: 2615.232422
	Iteration 13Q: 3 clusters Score -383130.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -383152.593750 Penalty: 2615.232422
	Iteration 14Q: 3 clusters Score -383152.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -383178.375000 Penalty: 2615.232422
	Iteration 15Q: 3 clusters Score -383178.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -383204.718750 Penalty: 2615.232422
	Iteration 16Q: 3 clusters Score -383204.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -383228.687500 Penalty: 2615.232422
	Iteration 17Q: 3 clusters Score -383228.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -383245.625000 Penalty: 2615.232422
	Iteration 18Q: 3 clusters Score -383245.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -383263.562500 Penalty: 2615.232422
	Iteration 19Q: 3 clusters Score -383263.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -383279.531250 Penalty: 2615.232422
	Iteration 20F: 3 clusters Score -383279.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -383287.312500 Penalty: 2615.232422
	Iteration 21Q: 3 clusters Score -383287.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -383296.968750 Penalty: 2615.232422
	Iteration 22Q: 3 clusters Score -383297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -383304.718750 Penalty: 2615.232422
	Iteration 23Q: 3 clusters Score -383304.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -383312.343750 Penalty: 2615.232422
	Iteration 24Q: 3 clusters Score -383312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -383320.093750 Penalty: 2615.232422
	Iteration 25Q: 3 clusters Score -383320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -383326.750000 Penalty: 2615.232422
	Iteration 26Q: 3 clusters Score -383326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -383333.593750 Penalty: 2615.232422
	Iteration 27Q: 3 clusters Score -383333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -383338.687500 Penalty: 2615.232422
	Iteration 28Q: 3 clusters Score -383338.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -383342.500000 Penalty: 2615.232422
	Iteration 29Q: 3 clusters Score -383342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -383345.125000 Penalty: 2615.232422
	Iteration 30Q: 3 clusters Score -383345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -383346.906250 Penalty: 2615.232422
	Iteration 31Q: 3 clusters Score -383346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -383348.968750 Penalty: 2615.232422
	Iteration 32Q: 3 clusters Score -383349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -383350.687500 Penalty: 2615.232422
	Iteration 33Q: 3 clusters Score -383350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -383352.375000 Penalty: 2615.232422
	Iteration 34Q: 3 clusters Score -383352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -383356.218750 Penalty: 2615.232422
	Iteration 35Q: 3 clusters Score -383356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -383358.312500 Penalty: 2615.232422
	Iteration 36Q: 3 clusters Score -383358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -383359.562500 Penalty: 2615.232422
	Iteration 37Q: 3 clusters Score -383359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -383363.000000 Penalty: 2615.232422
	Iteration 38Q: 3 clusters Score -383363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -383367.562500 Penalty: 2615.232422
	Iteration 39Q: 3 clusters Score -383367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -383372.031250 Penalty: 2615.232422
	Iteration 40F: 3 clusters Score -383372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -383376.281250 Penalty: 2615.232422
	Iteration 41Q: 3 clusters Score -383376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -383379.250000 Penalty: 2615.232422
	Iteration 42Q: 3 clusters Score -383379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383380.343750 Penalty: 2615.232422
	Iteration 43Q: 3 clusters Score -383380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -383381.093750 Penalty: 2615.232422
	Iteration 44Q: 3 clusters Score -383381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -383381.906250 Penalty: 2615.232422
	Iteration 45Q: 3 clusters Score -383381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383382.093750 Penalty: 2615.232422
	Iteration 46Q: 3 clusters Score -383382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383382.093750 Penalty: 2615.232422
	Iteration 47F: 3 clusters Score -383382.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -9027.887695 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -9027.888 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 159 members 
Entering Unmasked Estep 
Score: -8191.988281 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -8191.988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8356.924805 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -8356.925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8436.337891 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -8436.338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8458.877930 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -8458.878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8461.523438 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -8461.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8462.836914 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -8462.837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8467.178711 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -8467.179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8467.178711 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -8467.179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Entering Unmasked Estep 
Score: -11344771.000000 Penalty: 1841.843262
	Iteration 0F: 2 clusters Score -1.134477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -11293769.000000 Penalty: 3683.686523
	Iteration 0F: 3 clusters Score -1.129377e+07 nChanged 39740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -11316425.000000 Penalty: 3683.686523
	Iteration 1F: 3 clusters Score -1.131642e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -11317166.000000 Penalty: 3683.686523
	Iteration 2Q: 3 clusters Score -1.131717e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -11318174.000000 Penalty: 3683.686523
	Iteration 3Q: 3 clusters Score -1.131817e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -11319515.000000 Penalty: 3683.686523
	Iteration 4Q: 3 clusters Score -1.131952e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -11321546.000000 Penalty: 3683.686523
	Iteration 5Q: 3 clusters Score -1.132155e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -11324188.000000 Penalty: 3683.686523
	Iteration 6F: 3 clusters Score -1.132419e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -11327434.000000 Penalty: 3683.686523
	Iteration 7F: 3 clusters Score -1.132743e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -11330666.000000 Penalty: 3683.686523
	Iteration 8F: 3 clusters Score -1.133067e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -11333661.000000 Penalty: 3683.686523
	Iteration 9F: 3 clusters Score -1.133366e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -11336244.000000 Penalty: 3683.686523
	Iteration 10Q: 3 clusters Score -1.133624e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -11338342.000000 Penalty: 3683.686523
	Iteration 11Q: 3 clusters Score -1.133834e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -11340174.000000 Penalty: 3683.686523
	Iteration 12Q: 3 clusters Score -1.134017e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -11341369.000000 Penalty: 3683.686523
	Iteration 13Q: 3 clusters Score -1.134137e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -11342210.000000 Penalty: 3683.686523
	Iteration 14Q: 3 clusters Score -1.134221e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -11342734.000000 Penalty: 3683.686523
	Iteration 15Q: 3 clusters Score -1.134273e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -11343090.000000 Penalty: 3683.686523
	Iteration 16Q: 3 clusters Score -1.134309e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -11343329.000000 Penalty: 3683.686523
	Iteration 17Q: 3 clusters Score -1.134333e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -11343425.000000 Penalty: 3683.686523
	Iteration 18Q: 3 clusters Score -1.134342e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -11343489.000000 Penalty: 3683.686523
	Iteration 19Q: 3 clusters Score -1.134349e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -11343546.000000 Penalty: 3683.686523
	Iteration 20F: 3 clusters Score -1.134355e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -11343579.000000 Penalty: 3683.686523
	Iteration 21Q: 3 clusters Score -1.134358e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11343616.000000 Penalty: 3683.686523
	Iteration 22Q: 3 clusters Score -1.134362e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11343588.000000 Penalty: 3683.686523
	Iteration 23Q: 3 clusters Score -1.134359e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11343630.000000 Penalty: 3683.686523
	Iteration 24Q: 3 clusters Score -1.134363e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11343641.000000 Penalty: 3683.686523
	Iteration 25Q: 3 clusters Score -1.134364e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11343681.000000 Penalty: 3683.686523
	Iteration 26Q: 3 clusters Score -1.134368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11343676.000000 Penalty: 3683.686523
	Iteration 27Q: 3 clusters Score -1.134368e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11343680.000000 Penalty: 3683.686523
	Iteration 28Q: 3 clusters Score -1.134368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11343663.000000 Penalty: 3683.686523
	Iteration 29Q: 3 clusters Score -1.134366e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11343658.000000 Penalty: 3683.686523
	Iteration 30Q: 3 clusters Score -1.134366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11343665.000000 Penalty: 3683.686523
	Iteration 31Q: 3 clusters Score -1.134366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11343663.000000 Penalty: 3683.686523
	Iteration 32Q: 3 clusters Score -1.134366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11343677.000000 Penalty: 3683.686523
	Iteration 33Q: 3 clusters Score -1.134368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11343690.000000 Penalty: 3683.686523
	Iteration 34Q: 3 clusters Score -1.134369e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11343708.000000 Penalty: 3683.686523
	Iteration 35Q: 3 clusters Score -1.134371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11343711.000000 Penalty: 3683.686523
	Iteration 36Q: 3 clusters Score -1.134371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11343731.000000 Penalty: 3683.686523
	Iteration 37Q: 3 clusters Score -1.134373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11343721.000000 Penalty: 3683.686523
	Iteration 38Q: 3 clusters Score -1.134372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11343737.000000 Penalty: 3683.686523
	Iteration 39Q: 3 clusters Score -1.134374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11343732.000000 Penalty: 3683.686523
	Iteration 40F: 3 clusters Score -1.134373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11343732.000000 Penalty: 3683.686523
	Iteration 41Q: 3 clusters Score -1.134373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11343734.000000 Penalty: 3683.686523
	Iteration 42Q: 3 clusters Score -1.134373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11343744.000000 Penalty: 3683.686523
	Iteration 43Q: 3 clusters Score -1.134374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11343753.000000 Penalty: 3683.686523
	Iteration 44Q: 3 clusters Score -1.134375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11343749.000000 Penalty: 3683.686523
	Iteration 45Q: 3 clusters Score -1.134375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11343746.000000 Penalty: 3683.686523
	Iteration 46Q: 3 clusters Score -1.134375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11343753.000000 Penalty: 3683.686523
	Iteration 47Q: 3 clusters Score -1.134375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11343731.000000 Penalty: 3683.686523
	Iteration 48Q: 3 clusters Score -1.134373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11343730.000000 Penalty: 3683.686523
	Iteration 49Q: 3 clusters Score -1.134373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11343728.000000 Penalty: 3683.686523
	Iteration 50Q: 3 clusters Score -1.134373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11343729.000000 Penalty: 3683.686523
	Iteration 51Q: 3 clusters Score -1.134373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11343732.000000 Penalty: 3683.686523
	Iteration 52Q: 3 clusters Score -1.134373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11343741.000000 Penalty: 3683.686523
	Iteration 53Q: 3 clusters Score -1.134374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11343744.000000 Penalty: 3683.686523
	Iteration 54Q: 3 clusters Score -1.134374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11343744.000000 Penalty: 3683.686523
	Iteration 55F: 3 clusters Score -1.134374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -274237.281250 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -274237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -272118.437500 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -272118.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272546.500000 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -272546.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -272670.250000 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -272670.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -272772.937500 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -272772.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -272876.156250 Penalty: 2485.530518
	Iteration 4F: 3 clusters Score -272876.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -273009.156250 Penalty: 2485.530518
	Iteration 5F: 3 clusters Score -273009.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -273134.281250 Penalty: 2485.530518
	Iteration 6F: 3 clusters Score -273134.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -273248.468750 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -273248.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -273320.218750 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -273320.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -273371.468750 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -273371.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -273404.156250 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -273404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -273435.500000 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -273435.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -273466.812500 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -273466.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -273499.562500 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -273499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -273519.187500 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -273519.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -273528.593750 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -273528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -273537.250000 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -273537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -273544.687500 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -273544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -273547.406250 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -273547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -273553.812500 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -273553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -273571.562500 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -273571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -273596.437500 Penalty: 2485.530518
	Iteration 21Q: 3 clusters Score -273596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -273621.593750 Penalty: 2485.530518
	Iteration 22Q: 3 clusters Score -273621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -273639.687500 Penalty: 2485.530518
	Iteration 23Q: 3 clusters Score -273639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -273649.406250 Penalty: 2485.530518
	Iteration 24Q: 3 clusters Score -273649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -273656.500000 Penalty: 2485.530518
	Iteration 25Q: 3 clusters Score -273656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -273661.281250 Penalty: 2485.530518
	Iteration 26Q: 3 clusters Score -273661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -273663.218750 Penalty: 2485.530518
	Iteration 27Q: 3 clusters Score -273663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -273664.000000 Penalty: 2485.530518
	Iteration 28Q: 3 clusters Score -273664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -273664.000000 Penalty: 2485.530518
	Iteration 29F: 3 clusters Score -273664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -143362.093750 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -143362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141814.093750 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -141814.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142231.031250 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -142231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142417.453125 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -142417.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142545.359375 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -142545.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142637.375000 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -142637.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142719.656250 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -142719.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142790.953125 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -142791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142836.125000 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -142836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142873.359375 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -142873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142889.937500 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -142889.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142899.343750 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -142899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142906.125000 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -142906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142910.296875 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -142910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142910.484375 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -142910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142911.343750 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -142911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142911.671875 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -142911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142912.687500 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -142912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142912.843750 Penalty: 2326.010742
	Iteration 17Q: 3 clusters Score -142912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142912.843750 Penalty: 2326.010742
	Iteration 18F: 3 clusters Score -142912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -29772.974609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -29772.97 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 120 members 
Entering Unmasked Estep 
Score: -28993.195312 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28993.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29131.078125 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -29131.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29192.894531 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -29192.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29228.033203 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -29228.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29244.316406 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -29244.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29259.021484 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -29259.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29297.716797 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -29297.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29327.283203 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -29327.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29340.199219 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -29340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29343.958984 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -29343.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29348.312500 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -29348.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29348.312500 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -29348.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Entering Unmasked Estep 
Score: -10106873.000000 Penalty: 1822.032715
	Iteration 0F: 2 clusters Score -1.010687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -10061406.000000 Penalty: 3644.065430
	Iteration 0F: 3 clusters Score -1.006141e+07 nChanged 35314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -10081189.000000 Penalty: 3644.065430
	Iteration 1F: 3 clusters Score -1.008119e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -10081825.000000 Penalty: 3644.065430
	Iteration 2Q: 3 clusters Score -1.008182e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10082737.000000 Penalty: 3644.065430
	Iteration 3Q: 3 clusters Score -1.008274e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -10084109.000000 Penalty: 3644.065430
	Iteration 4Q: 3 clusters Score -1.008411e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -10086370.000000 Penalty: 3644.065430
	Iteration 5F: 3 clusters Score -1.008637e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -10089768.000000 Penalty: 3644.065430
	Iteration 6F: 3 clusters Score -1.008977e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -10094618.000000 Penalty: 3644.065430
	Iteration 7F: 3 clusters Score -1.009462e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -10099793.000000 Penalty: 3644.065430
	Iteration 8F: 3 clusters Score -1.009979e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -10103096.000000 Penalty: 3644.065430
	Iteration 9F: 3 clusters Score -1.01031e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -10104508.000000 Penalty: 3644.065430
	Iteration 10Q: 3 clusters Score -1.010451e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -10105263.000000 Penalty: 3644.065430
	Iteration 11Q: 3 clusters Score -1.010526e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -10105747.000000 Penalty: 3644.065430
	Iteration 12Q: 3 clusters Score -1.010575e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -10106091.000000 Penalty: 3644.065430
	Iteration 13Q: 3 clusters Score -1.010609e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -10106455.000000 Penalty: 3644.065430
	Iteration 14Q: 3 clusters Score -1.010646e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -10106693.000000 Penalty: 3644.065430
	Iteration 15Q: 3 clusters Score -1.010669e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -10106882.000000 Penalty: 3644.065430
	Iteration 16Q: 3 clusters Score -1.010688e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -10107031.000000 Penalty: 3644.065430
	Iteration 17Q: 3 clusters Score -1.010703e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -10107096.000000 Penalty: 3644.065430
	Iteration 18Q: 3 clusters Score -1.01071e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -10107205.000000 Penalty: 3644.065430
	Iteration 19Q: 3 clusters Score -1.01072e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -10107398.000000 Penalty: 3644.065430
	Iteration 20F: 3 clusters Score -1.01074e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -10107536.000000 Penalty: 3644.065430
	Iteration 21Q: 3 clusters Score -1.010754e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10107636.000000 Penalty: 3644.065430
	Iteration 22Q: 3 clusters Score -1.010764e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -10107698.000000 Penalty: 3644.065430
	Iteration 23Q: 3 clusters Score -1.01077e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -10107696.000000 Penalty: 3644.065430
	Iteration 24Q: 3 clusters Score -1.01077e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -10107710.000000 Penalty: 3644.065430
	Iteration 25Q: 3 clusters Score -1.010771e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10107711.000000 Penalty: 3644.065430
	Iteration 26Q: 3 clusters Score -1.010771e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -10107690.000000 Penalty: 3644.065430
	Iteration 27Q: 3 clusters Score -1.010769e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -10107657.000000 Penalty: 3644.065430
	Iteration 28Q: 3 clusters Score -1.010766e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -10107618.000000 Penalty: 3644.065430
	Iteration 29Q: 3 clusters Score -1.010762e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -10107584.000000 Penalty: 3644.065430
	Iteration 30Q: 3 clusters Score -1.010758e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -10107581.000000 Penalty: 3644.065430
	Iteration 31Q: 3 clusters Score -1.010758e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -10107516.000000 Penalty: 3644.065430
	Iteration 32Q: 3 clusters Score -1.010752e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -10107506.000000 Penalty: 3644.065430
	Iteration 33Q: 3 clusters Score -1.010751e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -10107464.000000 Penalty: 3644.065430
	Iteration 34Q: 3 clusters Score -1.010746e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -10107420.000000 Penalty: 3644.065430
	Iteration 35Q: 3 clusters Score -1.010742e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10107385.000000 Penalty: 3644.065430
	Iteration 36Q: 3 clusters Score -1.010738e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10107357.000000 Penalty: 3644.065430
	Iteration 37Q: 3 clusters Score -1.010736e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -10107319.000000 Penalty: 3644.065430
	Iteration 38Q: 3 clusters Score -1.010732e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -10107301.000000 Penalty: 3644.065430
	Iteration 39Q: 3 clusters Score -1.01073e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -10107303.000000 Penalty: 3644.065430
	Iteration 40F: 3 clusters Score -1.01073e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -10107288.000000 Penalty: 3644.065430
	Iteration 41Q: 3 clusters Score -1.010729e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -10107269.000000 Penalty: 3644.065430
	Iteration 42Q: 3 clusters Score -1.010727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -10107261.000000 Penalty: 3644.065430
	Iteration 43Q: 3 clusters Score -1.010726e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -10107253.000000 Penalty: 3644.065430
	Iteration 44Q: 3 clusters Score -1.010725e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -10107230.000000 Penalty: 3644.065430
	Iteration 45Q: 3 clusters Score -1.010723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -10107210.000000 Penalty: 3644.065430
	Iteration 46Q: 3 clusters Score -1.010721e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10107209.000000 Penalty: 3644.065430
	Iteration 47Q: 3 clusters Score -1.010721e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -10107197.000000 Penalty: 3644.065430
	Iteration 48Q: 3 clusters Score -1.01072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -10107197.000000 Penalty: 3644.065430
	Iteration 49Q: 3 clusters Score -1.01072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -10107196.000000 Penalty: 3644.065430
	Iteration 50Q: 3 clusters Score -1.01072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -10107198.000000 Penalty: 3644.065430
	Iteration 51Q: 3 clusters Score -1.01072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -10107182.000000 Penalty: 3644.065430
	Iteration 52Q: 3 clusters Score -1.010718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -10107184.000000 Penalty: 3644.065430
	Iteration 53Q: 3 clusters Score -1.010718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -10107179.000000 Penalty: 3644.065430
	Iteration 54Q: 3 clusters Score -1.010718e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10107154.000000 Penalty: 3644.065430
	Iteration 55Q: 3 clusters Score -1.010715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -10107158.000000 Penalty: 3644.065430
	Iteration 56Q: 3 clusters Score -1.010716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -10107158.000000 Penalty: 3644.065430
	Iteration 57Q: 3 clusters Score -1.010716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -10107157.000000 Penalty: 3644.065430
	Iteration 58Q: 3 clusters Score -1.010716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10107135.000000 Penalty: 3644.065430
	Iteration 59Q: 3 clusters Score -1.010714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10107118.000000 Penalty: 3644.065430
	Iteration 60F: 3 clusters Score -1.010712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -10107108.000000 Penalty: 3644.065430
	Iteration 61Q: 3 clusters Score -1.010711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10107107.000000 Penalty: 3644.065430
	Iteration 62Q: 3 clusters Score -1.010711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -10107126.000000 Penalty: 3644.065430
	Iteration 63Q: 3 clusters Score -1.010713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10107112.000000 Penalty: 3644.065430
	Iteration 64Q: 3 clusters Score -1.010711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -10107103.000000 Penalty: 3644.065430
	Iteration 65Q: 3 clusters Score -1.01071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10107096.000000 Penalty: 3644.065430
	Iteration 66Q: 3 clusters Score -1.01071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -10107098.000000 Penalty: 3644.065430
	Iteration 67Q: 3 clusters Score -1.01071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10107098.000000 Penalty: 3644.065430
	Iteration 68Q: 3 clusters Score -1.01071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10107082.000000 Penalty: 3644.065430
	Iteration 69Q: 3 clusters Score -1.010708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -10107088.000000 Penalty: 3644.065430
	Iteration 70Q: 3 clusters Score -1.010709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10107068.000000 Penalty: 3644.065430
	Iteration 71Q: 3 clusters Score -1.010707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10107067.000000 Penalty: 3644.065430
	Iteration 72Q: 3 clusters Score -1.010707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -10107061.000000 Penalty: 3644.065430
	Iteration 73Q: 3 clusters Score -1.010706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -10107062.000000 Penalty: 3644.065430
	Iteration 74Q: 3 clusters Score -1.010706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10107056.000000 Penalty: 3644.065430
	Iteration 75Q: 3 clusters Score -1.010706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10107053.000000 Penalty: 3644.065430
	Iteration 76Q: 3 clusters Score -1.010705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10107055.000000 Penalty: 3644.065430
	Iteration 77Q: 3 clusters Score -1.010706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10107053.000000 Penalty: 3644.065430
	Iteration 78Q: 3 clusters Score -1.010705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10107059.000000 Penalty: 3644.065430
	Iteration 79Q: 3 clusters Score -1.010706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10107060.000000 Penalty: 3644.065430
	Iteration 80F: 3 clusters Score -1.010706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10107041.000000 Penalty: 3644.065430
	Iteration 81Q: 3 clusters Score -1.010704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10107047.000000 Penalty: 3644.065430
	Iteration 82Q: 3 clusters Score -1.010705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10107046.000000 Penalty: 3644.065430
	Iteration 83Q: 3 clusters Score -1.010705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -10107036.000000 Penalty: 3644.065430
	Iteration 84Q: 3 clusters Score -1.010704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10107039.000000 Penalty: 3644.065430
	Iteration 85Q: 3 clusters Score -1.010704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10107032.000000 Penalty: 3644.065430
	Iteration 86Q: 3 clusters Score -1.010703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -10107031.000000 Penalty: 3644.065430
	Iteration 87Q: 3 clusters Score -1.010703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10107023.000000 Penalty: 3644.065430
	Iteration 88Q: 3 clusters Score -1.010702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10107017.000000 Penalty: 3644.065430
	Iteration 89Q: 3 clusters Score -1.010702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -10107015.000000 Penalty: 3644.065430
	Iteration 90Q: 3 clusters Score -1.010702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10107007.000000 Penalty: 3644.065430
	Iteration 91Q: 3 clusters Score -1.010701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -10106999.000000 Penalty: 3644.065430
	Iteration 92Q: 3 clusters Score -1.0107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10107000.000000 Penalty: 3644.065430
	Iteration 93Q: 3 clusters Score -1.0107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -10107006.000000 Penalty: 3644.065430
	Iteration 94Q: 3 clusters Score -1.010701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71166 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -10107004.000000 Penalty: 3644.065430
	Iteration 95Q: 3 clusters Score -1.0107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -10107003.000000 Penalty: 3644.065430
	Iteration 96Q: 3 clusters Score -1.0107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10107005.000000 Penalty: 3644.065430
	Iteration 97Q: 3 clusters Score -1.0107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10107005.000000 Penalty: 3644.065430
	Iteration 98F: 3 clusters Score -1.0107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55804 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74177 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71172 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 53 contains 2879 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16647 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4580 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1533 members 
Mstep: Class 80 contains 12184 members 
Entering Unmasked Estep 
Score: -68995432.000000 Penalty: 171366.265625
Splitting cluster 45 changes total score from -68995504.000000 to -68995432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -114023.132812 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -114023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112666.648438 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -112666.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112905.976562 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -112906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112958.070312 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -112958.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113005.382812 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -113005.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113037.101562 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -113037.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113053.054688 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -113053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113060.734375 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -113060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113065.609375 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -113065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113070.007812 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -113070 nChanged 5
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: -113072.890625 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -113072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113073.812500 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -113073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113073.812500 Penalty: 2206.781494
	Iteration 11F: 3 clusters Score -113073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -41775.039062 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -41775.04 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 180 members 
Entering Unmasked Estep 
Score: -40843.574219 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -40843.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41024.496094 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -41024.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41093.003906 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -41093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41156.796875 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -41156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41176.433594 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -41176.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41190.976562 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -41190.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41200.007812 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -41200.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41213.972656 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -41213.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41248.433594 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -41248.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41259.117188 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -41259.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41260.609375 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -41260.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41261.339844 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -41261.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41267.398438 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -41267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41269.277344 Penalty: 1923.640503
	Iteration 13Q: 3 clusters Score -41269.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41271.773438 Penalty: 1923.640503
	Iteration 14Q: 3 clusters Score -41271.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41272.613281 Penalty: 1923.640503
	Iteration 15Q: 3 clusters Score -41272.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41272.613281 Penalty: 1923.640503
	Iteration 16F: 3 clusters Score -41272.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -978430.500000 Penalty: 1448.189209
	Iteration 0F: 2 clusters Score -978430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -972846.875000 Penalty: 2896.378418
	Iteration 0F: 3 clusters Score -972846.9 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -974794.750000 Penalty: 2896.378418
	Iteration 1F: 3 clusters Score -974794.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -975273.187500 Penalty: 2896.378418
	Iteration 2F: 3 clusters Score -975273.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -975787.125000 Penalty: 2896.378418
	Iteration 3F: 3 clusters Score -975787.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -976193.937500 Penalty: 2896.378418
	Iteration 4F: 3 clusters Score -976193.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -976500.062500 Penalty: 2896.378418
	Iteration 5F: 3 clusters Score -976500.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -976738.625000 Penalty: 2896.378418
	Iteration 6Q: 3 clusters Score -976738.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -976918.312500 Penalty: 2896.378418
	Iteration 7Q: 3 clusters Score -976918.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -977033.875000 Penalty: 2896.378418
	Iteration 8Q: 3 clusters Score -977033.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -977108.562500 Penalty: 2896.378418
	Iteration 9Q: 3 clusters Score -977108.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -977173.750000 Penalty: 2896.378418
	Iteration 10Q: 3 clusters Score -977173.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -977223.312500 Penalty: 2896.378418
	Iteration 11Q: 3 clusters Score -977223.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -977264.937500 Penalty: 2896.378418
	Iteration 12Q: 3 clusters Score -977264.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -977303.187500 Penalty: 2896.378418
	Iteration 13Q: 3 clusters Score -977303.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -977342.500000 Penalty: 2896.378418
	Iteration 14Q: 3 clusters Score -977342.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -977380.312500 Penalty: 2896.378418
	Iteration 15Q: 3 clusters Score -977380.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -977423.000000 Penalty: 2896.378418
	Iteration 16Q: 3 clusters Score -977423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -977454.437500 Penalty: 2896.378418
	Iteration 17Q: 3 clusters Score -977454.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -977484.000000 Penalty: 2896.378418
	Iteration 18Q: 3 clusters Score -977484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -977527.187500 Penalty: 2896.378418
	Iteration 19Q: 3 clusters Score -977527.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -977556.437500 Penalty: 2896.378418
	Iteration 20F: 3 clusters Score -977556.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -977594.000000 Penalty: 2896.378418
	Iteration 21Q: 3 clusters Score -977594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -977615.062500 Penalty: 2896.378418
	Iteration 22Q: 3 clusters Score -977615.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -977634.187500 Penalty: 2896.378418
	Iteration 23Q: 3 clusters Score -977634.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -977642.562500 Penalty: 2896.378418
	Iteration 24Q: 3 clusters Score -977642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -977650.812500 Penalty: 2896.378418
	Iteration 25Q: 3 clusters Score -977650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -977650.687500 Penalty: 2896.378418
	Iteration 26Q: 3 clusters Score -977650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -977657.375000 Penalty: 2896.378418
	Iteration 27Q: 3 clusters Score -977657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -977660.125000 Penalty: 2896.378418
	Iteration 28Q: 3 clusters Score -977660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -977664.375000 Penalty: 2896.378418
	Iteration 29Q: 3 clusters Score -977664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -977665.562500 Penalty: 2896.378418
	Iteration 30Q: 3 clusters Score -977665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -977665.750000 Penalty: 2896.378418
	Iteration 31Q: 3 clusters Score -977665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -977668.062500 Penalty: 2896.378418
	Iteration 32Q: 3 clusters Score -977668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -977668.750000 Penalty: 2896.378418
	Iteration 33Q: 3 clusters Score -977668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -977671.500000 Penalty: 2896.378418
	Iteration 34Q: 3 clusters Score -977671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -977674.375000 Penalty: 2896.378418
	Iteration 35Q: 3 clusters Score -977674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -977676.625000 Penalty: 2896.378418
	Iteration 36Q: 3 clusters Score -977676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -977676.125000 Penalty: 2896.378418
	Iteration 37Q: 3 clusters Score -977676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -977676.125000 Penalty: 2896.378418
	Iteration 38F: 3 clusters Score -977676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9647.359375 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -9647.359 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 66 members 
Entering Unmasked Estep 
Score: -9033.965820 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -9033.966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9146.493164 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -9146.493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9190.045898 Penalty: 1643.279907
	Iteration 2F: 3 clusters Score -9190.046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9210.921875 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -9210.922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9217.671875 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -9217.672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9222.581055 Penalty: 1643.279907
	Iteration 5Q: 3 clusters Score -9222.581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9230.291992 Penalty: 1643.279907
	Iteration 6Q: 3 clusters Score -9230.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9244.619141 Penalty: 1643.279907
	Iteration 7Q: 3 clusters Score -9244.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9256.954102 Penalty: 1643.279907
	Iteration 8Q: 3 clusters Score -9256.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9265.964844 Penalty: 1643.279907
	Iteration 9Q: 3 clusters Score -9265.965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9265.964844 Penalty: 1643.279907
	Iteration 10F: 3 clusters Score -9265.965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Entering Unmasked Estep 
Score: -2809376.500000 Penalty: 1617.770386
	Iteration 0F: 2 clusters Score -2809376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2794916.500000 Penalty: 3235.540771
	Iteration 0F: 3 clusters Score -2794916 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2800215.500000 Penalty: 3235.540771
	Iteration 1F: 3 clusters Score -2800216 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2800560.500000 Penalty: 3235.540771
	Iteration 2Q: 3 clusters Score -2800560 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2800916.500000 Penalty: 3235.540771
	Iteration 3Q: 3 clusters Score -2800916 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2801289.750000 Penalty: 3235.540771
	Iteration 4Q: 3 clusters Score -2801290 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2801745.250000 Penalty: 3235.540771
	Iteration 5Q: 3 clusters Score -2801745 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2802300.750000 Penalty: 3235.540771
	Iteration 6Q: 3 clusters Score -2802301 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2803114.000000 Penalty: 3235.540771
	Iteration 7F: 3 clusters Score -2803114 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2804058.000000 Penalty: 3235.540771
	Iteration 8F: 3 clusters Score -2804058 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2805050.750000 Penalty: 3235.540771
	Iteration 9F: 3 clusters Score -2805051 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2805915.000000 Penalty: 3235.540771
	Iteration 10F: 3 clusters Score -2805915 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2806656.000000 Penalty: 3235.540771
	Iteration 11Q: 3 clusters Score -2806656 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2807214.500000 Penalty: 3235.540771
	Iteration 12Q: 3 clusters Score -2807214 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2807546.000000 Penalty: 3235.540771
	Iteration 13Q: 3 clusters Score -2807546 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2807726.500000 Penalty: 3235.540771
	Iteration 14Q: 3 clusters Score -2807726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2807826.250000 Penalty: 3235.540771
	Iteration 15Q: 3 clusters Score -2807826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2807883.500000 Penalty: 3235.540771
	Iteration 16Q: 3 clusters Score -2807884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2807922.750000 Penalty: 3235.540771
	Iteration 17Q: 3 clusters Score -2807923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2807944.750000 Penalty: 3235.540771
	Iteration 18Q: 3 clusters Score -2807945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2807957.250000 Penalty: 3235.540771
	Iteration 19Q: 3 clusters Score -2807957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2807965.000000 Penalty: 3235.540771
	Iteration 20F: 3 clusters Score -2807965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2807973.250000 Penalty: 3235.540771
	Iteration 21Q: 3 clusters Score -2807973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2807973.000000 Penalty: 3235.540771
	Iteration 22Q: 3 clusters Score -2807973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2807974.750000 Penalty: 3235.540771
	Iteration 23Q: 3 clusters Score -2807975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2807980.500000 Penalty: 3235.540771
	Iteration 24Q: 3 clusters Score -2807980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2807987.750000 Penalty: 3235.540771
	Iteration 25Q: 3 clusters Score -2807988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2807998.500000 Penalty: 3235.540771
	Iteration 26Q: 3 clusters Score -2807998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2808004.500000 Penalty: 3235.540771
	Iteration 27Q: 3 clusters Score -2808004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2808004.250000 Penalty: 3235.540771
	Iteration 28Q: 3 clusters Score -2808004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2808008.000000 Penalty: 3235.540771
	Iteration 29Q: 3 clusters Score -2808008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2808008.000000 Penalty: 3235.540771
	Iteration 30F: 3 clusters Score -2808008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -416138.937500 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -416138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -413256.562500 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -413256.6 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -413980.781250 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -413980.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -414122.750000 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -414122.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -414216.906250 Penalty: 2626.981689
	Iteration 3F: 3 clusters Score -414216.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -414279.218750 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -414279.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -414321.718750 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -414321.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -414365.468750 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -414365.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414406.812500 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -414406.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -414446.187500 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -414446.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -414478.687500 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -414478.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -414525.031250 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -414525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -414564.562500 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -414564.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -414596.937500 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -414596.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -414617.437500 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -414617.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -414637.281250 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -414637.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -414659.875000 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -414659.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -414680.531250 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -414680.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -414702.312500 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -414702.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -414722.562500 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -414722.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -414747.468750 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -414747.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -414771.875000 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -414771.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -414798.718750 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -414798.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -414826.937500 Penalty: 2626.981689
	Iteration 22Q: 3 clusters Score -414826.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -414847.968750 Penalty: 2626.981689
	Iteration 23Q: 3 clusters Score -414848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -414870.437500 Penalty: 2626.981689
	Iteration 24Q: 3 clusters Score -414870.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -414894.906250 Penalty: 2626.981689
	Iteration 25Q: 3 clusters Score -414894.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -414911.281250 Penalty: 2626.981689
	Iteration 26Q: 3 clusters Score -414911.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -414923.250000 Penalty: 2626.981689
	Iteration 27Q: 3 clusters Score -414923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -414931.718750 Penalty: 2626.981689
	Iteration 28Q: 3 clusters Score -414931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -414937.218750 Penalty: 2626.981689
	Iteration 29Q: 3 clusters Score -414937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -414941.406250 Penalty: 2626.981689
	Iteration 30Q: 3 clusters Score -414941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -414947.375000 Penalty: 2626.981689
	Iteration 31Q: 3 clusters Score -414947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -414952.125000 Penalty: 2626.981689
	Iteration 32Q: 3 clusters Score -414952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -414955.875000 Penalty: 2626.981689
	Iteration 33Q: 3 clusters Score -414955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -414957.812500 Penalty: 2626.981689
	Iteration 34Q: 3 clusters Score -414957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -414962.593750 Penalty: 2626.981689
	Iteration 35Q: 3 clusters Score -414962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -414969.593750 Penalty: 2626.981689
	Iteration 36Q: 3 clusters Score -414969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -414974.062500 Penalty: 2626.981689
	Iteration 37Q: 3 clusters Score -414974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -414978.531250 Penalty: 2626.981689
	Iteration 38Q: 3 clusters Score -414978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -414980.906250 Penalty: 2626.981689
	Iteration 39Q: 3 clusters Score -414980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -414983.125000 Penalty: 2626.981689
	Iteration 40F: 3 clusters Score -414983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -414984.562500 Penalty: 2626.981689
	Iteration 41Q: 3 clusters Score -414984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -414984.812500 Penalty: 2626.981689
	Iteration 42Q: 3 clusters Score -414984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -414984.812500 Penalty: 2626.981689
	Iteration 43F: 3 clusters Score -414984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -284072.562500 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -284072.6 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 1051 members 
Entering Unmasked Estep 
Score: -281866.656250 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -281866.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -282344.218750 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -282344.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282444.781250 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -282444.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282502.406250 Penalty: 2500.973389
	Iteration 3Q: 3 clusters Score -282502.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282547.343750 Penalty: 2500.973389
	Iteration 4Q: 3 clusters Score -282547.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282590.312500 Penalty: 2500.973389
	Iteration 5Q: 3 clusters Score -282590.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282640.093750 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -282640.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282690.218750 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -282690.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282741.187500 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -282741.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282812.218750 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -282812.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -282898.343750 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -282898.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -282998.562500 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -282998.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283144.406250 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -283144.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -283274.937500 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -283274.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283369.687500 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -283369.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283416.156250 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -283416.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283446.906250 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -283446.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283475.312500 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -283475.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283494.625000 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -283494.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283505.968750 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -283506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283510.281250 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -283510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283514.968750 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -283515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283523.937500 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -283523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -283527.531250 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -283527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283529.531250 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -283529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283531.468750 Penalty: 2500.973389
	Iteration 25Q: 3 clusters Score -283531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283533.437500 Penalty: 2500.973389
	Iteration 26Q: 3 clusters Score -283533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -283535.593750 Penalty: 2500.973389
	Iteration 27Q: 3 clusters Score -283535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -283536.593750 Penalty: 2500.973389
	Iteration 28Q: 3 clusters Score -283536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -283538.812500 Penalty: 2500.973389
	Iteration 29Q: 3 clusters Score -283538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283540.937500 Penalty: 2500.973389
	Iteration 30Q: 3 clusters Score -283540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283543.031250 Penalty: 2500.973389
	Iteration 31Q: 3 clusters Score -283543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283547.125000 Penalty: 2500.973389
	Iteration 32Q: 3 clusters Score -283547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -283548.375000 Penalty: 2500.973389
	Iteration 33Q: 3 clusters Score -283548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283548.531250 Penalty: 2500.973389
	Iteration 34Q: 3 clusters Score -283548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283549.187500 Penalty: 2500.973389
	Iteration 35Q: 3 clusters Score -283549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283549.187500 Penalty: 2500.973389
	Iteration 36F: 3 clusters Score -283549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47983.312500 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -47983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47017.394531 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -47017.39 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47231.230469 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -47231.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47320.664062 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -47320.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47393.093750 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -47393.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47411.140625 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -47411.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47429.695312 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -47429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47432.792969 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -47432.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47435.718750 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -47435.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47437.121094 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -47437.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47437.988281 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -47437.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47438.582031 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -47438.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47439.613281 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -47439.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47439.984375 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -47439.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47439.984375 Penalty: 1981.874146
	Iteration 13F: 3 clusters Score -47439.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -227567.812500 Penalty: 1232.029419
	Iteration 0F: 2 clusters Score -227567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -225596.109375 Penalty: 2464.058838
	Iteration 0F: 3 clusters Score -225596.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -226231.578125 Penalty: 2464.058838
	Iteration 1F: 3 clusters Score -226231.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226392.500000 Penalty: 2464.058838
	Iteration 2F: 3 clusters Score -226392.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226480.921875 Penalty: 2464.058838
	Iteration 3Q: 3 clusters Score -226480.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226527.968750 Penalty: 2464.058838
	Iteration 4Q: 3 clusters Score -226528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -226563.000000 Penalty: 2464.058838
	Iteration 5Q: 3 clusters Score -226563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -226581.906250 Penalty: 2464.058838
	Iteration 6Q: 3 clusters Score -226581.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -226595.187500 Penalty: 2464.058838
	Iteration 7Q: 3 clusters Score -226595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226602.859375 Penalty: 2464.058838
	Iteration 8Q: 3 clusters Score -226602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226608.312500 Penalty: 2464.058838
	Iteration 9Q: 3 clusters Score -226608.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -226616.421875 Penalty: 2464.058838
	Iteration 10Q: 3 clusters Score -226616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226621.781250 Penalty: 2464.058838
	Iteration 11Q: 3 clusters Score -226621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -226624.984375 Penalty: 2464.058838
	Iteration 12Q: 3 clusters Score -226625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226626.953125 Penalty: 2464.058838
	Iteration 13Q: 3 clusters Score -226627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226628.156250 Penalty: 2464.058838
	Iteration 14Q: 3 clusters Score -226628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226630.125000 Penalty: 2464.058838
	Iteration 15Q: 3 clusters Score -226630.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -226631.500000 Penalty: 2464.058838
	Iteration 16Q: 3 clusters Score -226631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -226632.093750 Penalty: 2464.058838
	Iteration 17Q: 3 clusters Score -226632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -226634.843750 Penalty: 2464.058838
	Iteration 18Q: 3 clusters Score -226634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226635.031250 Penalty: 2464.058838
	Iteration 19Q: 3 clusters Score -226635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226636.125000 Penalty: 2464.058838
	Iteration 20F: 3 clusters Score -226636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226636.609375 Penalty: 2464.058838
	Iteration 21Q: 3 clusters Score -226636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226636.609375 Penalty: 2464.058838
	Iteration 22F: 3 clusters Score -226636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 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 88 members 
Entering Unmasked Estep 
Score: -18558.417969 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18558.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18685.064453 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18685.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18699.218750 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -18699.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18714.269531 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18714.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18714.269531 Penalty: 1678.555420
	Iteration 4F: 3 clusters Score -18714.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -138766.281250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -138766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137252.671875 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -137252.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137582.718750 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -137582.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137724.906250 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -137724.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137864.593750 Penalty: 2270.032715
	Iteration 3F: 3 clusters Score -137864.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137966.015625 Penalty: 2270.032715
	Iteration 4F: 3 clusters Score -137966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138024.671875 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -138024.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138052.765625 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -138052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138065.281250 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -138065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138086.531250 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -138086.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138109.375000 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -138109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138120.296875 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -138120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138124.156250 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -138124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138124.750000 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -138124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138125.437500 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -138125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138125.437500 Penalty: 2270.032715
	Iteration 14F: 3 clusters Score -138125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Entering Unmasked Estep 
Score: -2109251.500000 Penalty: 1579.497559
	Iteration 0F: 2 clusters Score -2109252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2097805.500000 Penalty: 3158.995117
	Iteration 0F: 3 clusters Score -2097806 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2102004.000000 Penalty: 3158.995117
	Iteration 1F: 3 clusters Score -2102004 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2102614.000000 Penalty: 3158.995117
	Iteration 2F: 3 clusters Score -2102614 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2103330.000000 Penalty: 3158.995117
	Iteration 3F: 3 clusters Score -2103330 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2104140.250000 Penalty: 3158.995117
	Iteration 4F: 3 clusters Score -2104140 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2105008.750000 Penalty: 3158.995117
	Iteration 5F: 3 clusters Score -2105009 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2105807.750000 Penalty: 3158.995117
	Iteration 6F: 3 clusters Score -2105808 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2106482.750000 Penalty: 3158.995117
	Iteration 7F: 3 clusters Score -2106483 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2107056.500000 Penalty: 3158.995117
	Iteration 8Q: 3 clusters Score -2107056 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2107455.000000 Penalty: 3158.995117
	Iteration 9Q: 3 clusters Score -2107455 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2107718.500000 Penalty: 3158.995117
	Iteration 10Q: 3 clusters Score -2107718 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2107896.000000 Penalty: 3158.995117
	Iteration 11Q: 3 clusters Score -2107896 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2108036.500000 Penalty: 3158.995117
	Iteration 12Q: 3 clusters Score -2108036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2108139.750000 Penalty: 3158.995117
	Iteration 13Q: 3 clusters Score -2108140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2108236.250000 Penalty: 3158.995117
	Iteration 14Q: 3 clusters Score -2108236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2108281.000000 Penalty: 3158.995117
	Iteration 15Q: 3 clusters Score -2108281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2108318.500000 Penalty: 3158.995117
	Iteration 16Q: 3 clusters Score -2108318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2108342.000000 Penalty: 3158.995117
	Iteration 17Q: 3 clusters Score -2108342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2108370.250000 Penalty: 3158.995117
	Iteration 18Q: 3 clusters Score -2108370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2108385.000000 Penalty: 3158.995117
	Iteration 19Q: 3 clusters Score -2108385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2108398.250000 Penalty: 3158.995117
	Iteration 20F: 3 clusters Score -2108398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2108412.250000 Penalty: 3158.995117
	Iteration 21Q: 3 clusters Score -2108412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2108425.250000 Penalty: 3158.995117
	Iteration 22Q: 3 clusters Score -2108425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2108429.500000 Penalty: 3158.995117
	Iteration 23Q: 3 clusters Score -2108430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2108430.000000 Penalty: 3158.995117
	Iteration 24Q: 3 clusters Score -2108430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2108433.250000 Penalty: 3158.995117
	Iteration 25Q: 3 clusters Score -2108433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2108434.250000 Penalty: 3158.995117
	Iteration 26Q: 3 clusters Score -2108434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2108434.500000 Penalty: 3158.995117
	Iteration 27Q: 3 clusters Score -2108434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2108437.000000 Penalty: 3158.995117
	Iteration 28Q: 3 clusters Score -2108437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2108437.750000 Penalty: 3158.995117
	Iteration 29Q: 3 clusters Score -2108438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2108445.000000 Penalty: 3158.995117
	Iteration 30Q: 3 clusters Score -2108445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2108454.000000 Penalty: 3158.995117
	Iteration 31Q: 3 clusters Score -2108454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2108468.250000 Penalty: 3158.995117
	Iteration 32Q: 3 clusters Score -2108468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2108479.000000 Penalty: 3158.995117
	Iteration 33Q: 3 clusters Score -2108479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2108489.250000 Penalty: 3158.995117
	Iteration 34Q: 3 clusters Score -2108489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2108490.500000 Penalty: 3158.995117
	Iteration 35Q: 3 clusters Score -2108490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2108495.500000 Penalty: 3158.995117
	Iteration 36Q: 3 clusters Score -2108496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2108503.750000 Penalty: 3158.995117
	Iteration 37Q: 3 clusters Score -2108504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2108516.500000 Penalty: 3158.995117
	Iteration 38Q: 3 clusters Score -2108516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2108520.750000 Penalty: 3158.995117
	Iteration 39Q: 3 clusters Score -2108521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2108525.000000 Penalty: 3158.995117
	Iteration 40F: 3 clusters Score -2108525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2108526.500000 Penalty: 3158.995117
	Iteration 41Q: 3 clusters Score -2108526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2108531.500000 Penalty: 3158.995117
	Iteration 42Q: 3 clusters Score -2108532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2108542.500000 Penalty: 3158.995117
	Iteration 43Q: 3 clusters Score -2108542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2108543.250000 Penalty: 3158.995117
	Iteration 44Q: 3 clusters Score -2108543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2108547.000000 Penalty: 3158.995117
	Iteration 45Q: 3 clusters Score -2108547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2108547.250000 Penalty: 3158.995117
	Iteration 46Q: 3 clusters Score -2108547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2108548.500000 Penalty: 3158.995117
	Iteration 47Q: 3 clusters Score -2108548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2108554.250000 Penalty: 3158.995117
	Iteration 48Q: 3 clusters Score -2108554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2108560.250000 Penalty: 3158.995117
	Iteration 49Q: 3 clusters Score -2108560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2108562.000000 Penalty: 3158.995117
	Iteration 50Q: 3 clusters Score -2108562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2108568.250000 Penalty: 3158.995117
	Iteration 51Q: 3 clusters Score -2108568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2108574.000000 Penalty: 3158.995117
	Iteration 52Q: 3 clusters Score -2108574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2108575.250000 Penalty: 3158.995117
	Iteration 53Q: 3 clusters Score -2108575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2108577.750000 Penalty: 3158.995117
	Iteration 54Q: 3 clusters Score -2108578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2108581.250000 Penalty: 3158.995117
	Iteration 55Q: 3 clusters Score -2108581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2108580.500000 Penalty: 3158.995117
	Iteration 56Q: 3 clusters Score -2108580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2108580.500000 Penalty: 3158.995117
	Iteration 57F: 3 clusters Score -2108580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -97651.507812 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -97651.51 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 355 members 
Entering Unmasked Estep 
Score: -96384.585938 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -96384.59 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96569.367188 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -96569.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96614.062500 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -96614.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96633.921875 Penalty: 2148.913330
	Iteration 3Q: 3 clusters Score -96633.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96645.226562 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -96645.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96647.984375 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -96647.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96647.984375 Penalty: 2148.913330
	Iteration 6F: 3 clusters Score -96647.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 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 279 members 
Entering Unmasked Estep 
Score: -67559.468750 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67559.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67734.523438 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67734.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67770.101562 Penalty: 2048.945801
	Iteration 2Q: 3 clusters Score -67770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67791.132812 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67791.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67817.289062 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67817.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67835.976562 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -67835.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67852.562500 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -67852.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67865.906250 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -67865.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67868.851562 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -67868.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67872.000000 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -67872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67876.820312 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -67876.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67882.476562 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -67882.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67889.539062 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -67889.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67892.953125 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -67892.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67895.375000 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -67895.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67897.367188 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -67897.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67901.882812 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -67901.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67906.023438 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -67906.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67914.023438 Penalty: 2048.945801
	Iteration 18Q: 3 clusters Score -67914.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67917.914062 Penalty: 2048.945801
	Iteration 19Q: 3 clusters Score -67917.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67922.015625 Penalty: 2048.945801
	Iteration 20F: 3 clusters Score -67922.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67925.132812 Penalty: 2048.945801
	Iteration 21Q: 3 clusters Score -67925.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67928.875000 Penalty: 2048.945801
	Iteration 22Q: 3 clusters Score -67928.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67931.750000 Penalty: 2048.945801
	Iteration 23Q: 3 clusters Score -67931.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67931.750000 Penalty: 2048.945801
	Iteration 24F: 3 clusters Score -67931.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -612196.937500 Penalty: 1371.550781
	Iteration 0F: 2 clusters Score -612196.9 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 2288 members 
Entering Unmasked Estep 
Score: -608401.000000 Penalty: 2743.101562
	Iteration 0F: 3 clusters Score -608401 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -609465.062500 Penalty: 2743.101562
	Iteration 1F: 3 clusters Score -609465.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -609623.375000 Penalty: 2743.101562
	Iteration 2F: 3 clusters Score -609623.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -609718.250000 Penalty: 2743.101562
	Iteration 3Q: 3 clusters Score -609718.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -609807.812500 Penalty: 2743.101562
	Iteration 4Q: 3 clusters Score -609807.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -609892.625000 Penalty: 2743.101562
	Iteration 5Q: 3 clusters Score -609892.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -609960.125000 Penalty: 2743.101562
	Iteration 6Q: 3 clusters Score -609960.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -610022.000000 Penalty: 2743.101562
	Iteration 7Q: 3 clusters Score -610022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -610079.000000 Penalty: 2743.101562
	Iteration 8Q: 3 clusters Score -610079 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -610144.500000 Penalty: 2743.101562
	Iteration 9Q: 3 clusters Score -610144.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -610212.812500 Penalty: 2743.101562
	Iteration 10Q: 3 clusters Score -610212.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -610273.750000 Penalty: 2743.101562
	Iteration 11Q: 3 clusters Score -610273.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -610345.250000 Penalty: 2743.101562
	Iteration 12Q: 3 clusters Score -610345.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -610406.437500 Penalty: 2743.101562
	Iteration 13Q: 3 clusters Score -610406.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -610470.875000 Penalty: 2743.101562
	Iteration 14Q: 3 clusters Score -610470.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -610537.625000 Penalty: 2743.101562
	Iteration 15Q: 3 clusters Score -610537.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -610584.937500 Penalty: 2743.101562
	Iteration 16Q: 3 clusters Score -610584.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -610617.062500 Penalty: 2743.101562
	Iteration 17Q: 3 clusters Score -610617.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -610649.625000 Penalty: 2743.101562
	Iteration 18Q: 3 clusters Score -610649.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -610685.937500 Penalty: 2743.101562
	Iteration 19Q: 3 clusters Score -610685.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -610717.812500 Penalty: 2743.101562
	Iteration 20F: 3 clusters Score -610717.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -610749.312500 Penalty: 2743.101562
	Iteration 21Q: 3 clusters Score -610749.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -610774.437500 Penalty: 2743.101562
	Iteration 22Q: 3 clusters Score -610774.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -610794.875000 Penalty: 2743.101562
	Iteration 23Q: 3 clusters Score -610794.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -610806.437500 Penalty: 2743.101562
	Iteration 24Q: 3 clusters Score -610806.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -610825.062500 Penalty: 2743.101562
	Iteration 25Q: 3 clusters Score -610825.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -610841.625000 Penalty: 2743.101562
	Iteration 26Q: 3 clusters Score -610841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -610858.437500 Penalty: 2743.101562
	Iteration 27Q: 3 clusters Score -610858.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -610872.437500 Penalty: 2743.101562
	Iteration 28Q: 3 clusters Score -610872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -610888.187500 Penalty: 2743.101562
	Iteration 29Q: 3 clusters Score -610888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -610904.375000 Penalty: 2743.101562
	Iteration 30Q: 3 clusters Score -610904.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -610911.250000 Penalty: 2743.101562
	Iteration 31Q: 3 clusters Score -610911.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -610922.437500 Penalty: 2743.101562
	Iteration 32Q: 3 clusters Score -610922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -610933.250000 Penalty: 2743.101562
	Iteration 33Q: 3 clusters Score -610933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -610938.687500 Penalty: 2743.101562
	Iteration 34Q: 3 clusters Score -610938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -610946.562500 Penalty: 2743.101562
	Iteration 35Q: 3 clusters Score -610946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -610952.250000 Penalty: 2743.101562
	Iteration 36Q: 3 clusters Score -610952.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -610960.625000 Penalty: 2743.101562
	Iteration 37Q: 3 clusters Score -610960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -610965.812500 Penalty: 2743.101562
	Iteration 38Q: 3 clusters Score -610965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -610971.062500 Penalty: 2743.101562
	Iteration 39Q: 3 clusters Score -610971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -610975.312500 Penalty: 2743.101562
	Iteration 40F: 3 clusters Score -610975.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -610984.062500 Penalty: 2743.101562
	Iteration 41Q: 3 clusters Score -610984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -610987.750000 Penalty: 2743.101562
	Iteration 42Q: 3 clusters Score -610987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -610992.250000 Penalty: 2743.101562
	Iteration 43Q: 3 clusters Score -610992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -610998.312500 Penalty: 2743.101562
	Iteration 44Q: 3 clusters Score -610998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -611002.625000 Penalty: 2743.101562
	Iteration 45Q: 3 clusters Score -611002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -611009.000000 Penalty: 2743.101562
	Iteration 46Q: 3 clusters Score -611009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -611013.375000 Penalty: 2743.101562
	Iteration 47Q: 3 clusters Score -611013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -611017.437500 Penalty: 2743.101562
	Iteration 48Q: 3 clusters Score -611017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -611021.375000 Penalty: 2743.101562
	Iteration 49Q: 3 clusters Score -611021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -611025.000000 Penalty: 2743.101562
	Iteration 50Q: 3 clusters Score -611025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -611027.375000 Penalty: 2743.101562
	Iteration 51Q: 3 clusters Score -611027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -611031.000000 Penalty: 2743.101562
	Iteration 52Q: 3 clusters Score -611031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -611032.875000 Penalty: 2743.101562
	Iteration 53Q: 3 clusters Score -611032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -611035.812500 Penalty: 2743.101562
	Iteration 54Q: 3 clusters Score -611035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -611039.937500 Penalty: 2743.101562
	Iteration 55Q: 3 clusters Score -611039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -611043.062500 Penalty: 2743.101562
	Iteration 56Q: 3 clusters Score -611043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -611046.000000 Penalty: 2743.101562
	Iteration 57Q: 3 clusters Score -611046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -611046.500000 Penalty: 2743.101562
	Iteration 58Q: 3 clusters Score -611046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -611046.687500 Penalty: 2743.101562
	Iteration 59Q: 3 clusters Score -611046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -611046.687500 Penalty: 2743.101562
	Iteration 60F: 3 clusters Score -611046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603857.875000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603857.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -604769.250000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604769.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -604935.062500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -604935.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -605043.437500 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -605043.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -605169.750000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605169.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -605291.875000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605291.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -605399.375000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605399.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -605482.500000 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -605482.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605561.875000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -605561.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -605633.000000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -605633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -605696.437500 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -605696.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -605757.187500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -605757.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -605835.250000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -605835.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -605930.687500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -605930.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -606040.000000 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606040 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -606159.187500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606159.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -606245.937500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606245.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -606328.062500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606328.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -606395.312500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606395.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -606447.812500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606447.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -606484.750000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606484.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -606507.875000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606507.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -606522.875000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606522.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -606535.812500 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -606535.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -606543.750000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -606543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -606550.000000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -606550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -606554.625000 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -606554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -606560.375000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -606560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -606563.125000 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -606563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -606566.375000 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -606566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -606568.937500 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -606568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -606574.125000 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -606574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -606579.000000 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -606579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -606582.875000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -606582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -606585.875000 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -606585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -606589.000000 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -606589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -606594.812500 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -606594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -606596.625000 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -606596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -606598.437500 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -606598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -606598.687500 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -606598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -606598.687500 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -606598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -636530.875000 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -636530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -632730.062500 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -632730.1 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -633825.812500 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -633825.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -634095.375000 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -634095.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -634312.187500 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -634312.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -634516.312500 Penalty: 2756.778076
	Iteration 4F: 3 clusters Score -634516.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -634693.500000 Penalty: 2756.778076
	Iteration 5Q: 3 clusters Score -634693.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -634899.312500 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -634899.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -635081.125000 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -635081.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -635233.937500 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -635233.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -635321.187500 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -635321.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -635401.437500 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -635401.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -635455.750000 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -635455.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -635500.062500 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -635500.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -635534.500000 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -635534.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -635561.312500 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -635561.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -635589.375000 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -635589.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -635616.312500 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -635616.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -635633.812500 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -635633.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -635640.312500 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -635640.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635646.250000 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -635646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -635648.000000 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -635648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -635653.125000 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -635653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -635653.875000 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -635653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -635656.500000 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -635656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -635659.687500 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -635659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -635662.500000 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -635662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -635665.187500 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -635665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -635667.500000 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -635667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -635667.937500 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -635667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -635668.125000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -635668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -635668.625000 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -635668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -635669.187500 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -635669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -635671.125000 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -635671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -635672.312500 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -635672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -635673.750000 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -635673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -635673.937500 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -635673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -635675.062500 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -635675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -635674.937500 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -635674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -635675.562500 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -635675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -635676.937500 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -635676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -635677.937500 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -635677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -635678.000000 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -635678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -635680.187500 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -635680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -635679.437500 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -635679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -635681.000000 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -635681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -635681.562500 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -635681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -635682.000000 Penalty: 2756.778076
	Iteration 46Q: 3 clusters Score -635682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -635681.125000 Penalty: 2756.778076
	Iteration 47Q: 3 clusters Score -635681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -635684.500000 Penalty: 2756.778076
	Iteration 48Q: 3 clusters Score -635684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -635684.125000 Penalty: 2756.778076
	Iteration 49Q: 3 clusters Score -635684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -635684.687500 Penalty: 2756.778076
	Iteration 50Q: 3 clusters Score -635684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -635684.687500 Penalty: 2756.778076
	Iteration 51F: 3 clusters Score -635684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53558.601562 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53558.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53727.648438 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53727.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53767.074219 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53767.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53807.363281 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53807.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53813.695312 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53815.554688 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53815.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53815.554688 Penalty: 1972.989746
	Iteration 6F: 3 clusters Score -53815.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -22912.074219 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -22912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21974.929688 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -21974.93 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22275.068359 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -22275.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22380.966797 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -22380.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22445.943359 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -22445.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22468.056641 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -22468.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22474.503906 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -22474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22483.523438 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -22483.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22483.523438 Penalty: 1971.485229
	Iteration 7F: 3 clusters Score -22483.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -78734.750000 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -78734.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77584.734375 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -77584.73 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77791.734375 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -77791.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77880.406250 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -77880.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77917.390625 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -77917.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77927.093750 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -77927.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77933.898438 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -77933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77940.148438 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -77940.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77944.312500 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -77944.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77946.437500 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -77946.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77946.437500 Penalty: 2088.608643
	Iteration 9F: 3 clusters Score -77946.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -209195.046875 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -209195 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 924 members 
Entering Unmasked Estep 
Score: -207304.500000 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -207304.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208049.078125 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -208049.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208262.765625 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -208262.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -208372.421875 Penalty: 2429.853516
	Iteration 3F: 3 clusters Score -208372.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208449.250000 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -208449.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208495.453125 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -208495.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -208534.906250 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -208534.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -208573.781250 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -208573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -208591.625000 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -208591.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -208616.765625 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -208616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208635.734375 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -208635.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208645.062500 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -208645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208651.156250 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -208651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208654.953125 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -208655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208657.500000 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -208657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208664.515625 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -208664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208669.625000 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -208669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208675.937500 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -208675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208679.312500 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -208679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208687.796875 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -208687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208695.625000 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -208695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -208704.531250 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -208704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208727.546875 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -208727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -208748.609375 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -208748.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -208784.656250 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -208784.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -208806.828125 Penalty: 2429.853516
	Iteration 25Q: 3 clusters Score -208806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208820.765625 Penalty: 2429.853516
	Iteration 26Q: 3 clusters Score -208820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -208829.187500 Penalty: 2429.853516
	Iteration 27Q: 3 clusters Score -208829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -208831.281250 Penalty: 2429.853516
	Iteration 28Q: 3 clusters Score -208831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -208832.500000 Penalty: 2429.853516
	Iteration 29Q: 3 clusters Score -208832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -208837.718750 Penalty: 2429.853516
	Iteration 30Q: 3 clusters Score -208837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208842.031250 Penalty: 2429.853516
	Iteration 31Q: 3 clusters Score -208842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -208848.656250 Penalty: 2429.853516
	Iteration 32Q: 3 clusters Score -208848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -208853.312500 Penalty: 2429.853516
	Iteration 33Q: 3 clusters Score -208853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -208858.640625 Penalty: 2429.853516
	Iteration 34Q: 3 clusters Score -208858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208860.406250 Penalty: 2429.853516
	Iteration 35Q: 3 clusters Score -208860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208861.750000 Penalty: 2429.853516
	Iteration 36Q: 3 clusters Score -208861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208862.640625 Penalty: 2429.853516
	Iteration 37Q: 3 clusters Score -208862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -208863.625000 Penalty: 2429.853516
	Iteration 38Q: 3 clusters Score -208863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -208866.031250 Penalty: 2429.853516
	Iteration 39Q: 3 clusters Score -208866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208870.375000 Penalty: 2429.853516
	Iteration 40F: 3 clusters Score -208870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -208874.375000 Penalty: 2429.853516
	Iteration 41Q: 3 clusters Score -208874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208879.671875 Penalty: 2429.853516
	Iteration 42Q: 3 clusters Score -208879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208880.687500 Penalty: 2429.853516
	Iteration 43Q: 3 clusters Score -208880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -208882.265625 Penalty: 2429.853516
	Iteration 44Q: 3 clusters Score -208882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -208887.187500 Penalty: 2429.853516
	Iteration 45Q: 3 clusters Score -208887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208891.390625 Penalty: 2429.853516
	Iteration 46Q: 3 clusters Score -208891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -208893.828125 Penalty: 2429.853516
	Iteration 47Q: 3 clusters Score -208893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -208894.890625 Penalty: 2429.853516
	Iteration 48Q: 3 clusters Score -208894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -208896.515625 Penalty: 2429.853516
	Iteration 49Q: 3 clusters Score -208896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208897.156250 Penalty: 2429.853516
	Iteration 50Q: 3 clusters Score -208897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208897.156250 Penalty: 2429.853516
	Iteration 51F: 3 clusters Score -208897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -102171.710938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -102171.7 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 361 members 
Entering Unmasked Estep 
Score: -100986.664062 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100986.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101208.484375 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -101208.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101287.375000 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -101287.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101334.953125 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -101335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101370.179688 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -101370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101395.500000 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -101395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101407.609375 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -101407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101413.820312 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -101413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101419.335938 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -101419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101432.890625 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -101432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101437.351562 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -101437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101438.898438 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -101438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101442.187500 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -101442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101442.187500 Penalty: 2133.711182
	Iteration 13F: 3 clusters Score -101442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Entering Unmasked Estep 
Score: -1190923.000000 Penalty: 1479.324341
	Iteration 0F: 2 clusters Score -1190923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1184427.250000 Penalty: 2958.648682
	Iteration 0F: 3 clusters Score -1184427 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1186544.000000 Penalty: 2958.648682
	Iteration 1F: 3 clusters Score -1186544 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1186807.750000 Penalty: 2958.648682
	Iteration 2F: 3 clusters Score -1186808 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1187047.750000 Penalty: 2958.648682
	Iteration 3F: 3 clusters Score -1187048 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1187277.250000 Penalty: 2958.648682
	Iteration 4Q: 3 clusters Score -1187277 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1187493.625000 Penalty: 2958.648682
	Iteration 5Q: 3 clusters Score -1187494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1187716.875000 Penalty: 2958.648682
	Iteration 6Q: 3 clusters Score -1187717 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1187956.500000 Penalty: 2958.648682
	Iteration 7Q: 3 clusters Score -1187956 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1188208.625000 Penalty: 2958.648682
	Iteration 8Q: 3 clusters Score -1188209 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1188483.750000 Penalty: 2958.648682
	Iteration 9Q: 3 clusters Score -1188484 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1188793.125000 Penalty: 2958.648682
	Iteration 10Q: 3 clusters Score -1188793 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1189194.500000 Penalty: 2958.648682
	Iteration 11Q: 3 clusters Score -1189194 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1189701.625000 Penalty: 2958.648682
	Iteration 12Q: 3 clusters Score -1189702 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1190098.000000 Penalty: 2958.648682
	Iteration 13Q: 3 clusters Score -1190098 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1190297.875000 Penalty: 2958.648682
	Iteration 14Q: 3 clusters Score -1190298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1190388.000000 Penalty: 2958.648682
	Iteration 15Q: 3 clusters Score -1190388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1190437.875000 Penalty: 2958.648682
	Iteration 16Q: 3 clusters Score -1190438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1190466.875000 Penalty: 2958.648682
	Iteration 17Q: 3 clusters Score -1190467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1190481.125000 Penalty: 2958.648682
	Iteration 18Q: 3 clusters Score -1190481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1190485.500000 Penalty: 2958.648682
	Iteration 19Q: 3 clusters Score -1190486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1190490.125000 Penalty: 2958.648682
	Iteration 20F: 3 clusters Score -1190490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1190498.875000 Penalty: 2958.648682
	Iteration 21Q: 3 clusters Score -1190499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1190503.875000 Penalty: 2958.648682
	Iteration 22Q: 3 clusters Score -1190504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1190509.625000 Penalty: 2958.648682
	Iteration 23Q: 3 clusters Score -1190510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1190513.375000 Penalty: 2958.648682
	Iteration 24Q: 3 clusters Score -1190513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1190520.250000 Penalty: 2958.648682
	Iteration 25Q: 3 clusters Score -1190520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1190526.500000 Penalty: 2958.648682
	Iteration 26Q: 3 clusters Score -1190526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1190535.750000 Penalty: 2958.648682
	Iteration 27Q: 3 clusters Score -1190536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1190540.375000 Penalty: 2958.648682
	Iteration 28Q: 3 clusters Score -1190540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1190542.875000 Penalty: 2958.648682
	Iteration 29Q: 3 clusters Score -1190543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1190547.125000 Penalty: 2958.648682
	Iteration 30Q: 3 clusters Score -1190547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1190549.375000 Penalty: 2958.648682
	Iteration 31Q: 3 clusters Score -1190549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1190548.875000 Penalty: 2958.648682
	Iteration 32Q: 3 clusters Score -1190549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1190550.250000 Penalty: 2958.648682
	Iteration 33Q: 3 clusters Score -1190550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1190550.125000 Penalty: 2958.648682
	Iteration 34Q: 3 clusters Score -1190550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1190554.625000 Penalty: 2958.648682
	Iteration 35Q: 3 clusters Score -1190555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1190555.000000 Penalty: 2958.648682
	Iteration 36Q: 3 clusters Score -1190555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1190555.875000 Penalty: 2958.648682
	Iteration 37Q: 3 clusters Score -1190556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1190555.875000 Penalty: 2958.648682
	Iteration 38F: 3 clusters Score -1190556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -36595.726562 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -36595.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35746.148438 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -35746.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35835.921875 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -35835.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35865.722656 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -35865.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35880.718750 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -35880.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35885.890625 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -35885.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35887.742188 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -35887.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35889.230469 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -35889.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35890.179688 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -35890.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35890.179688 Penalty: 1849.366821
	Iteration 8F: 3 clusters Score -35890.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -125114.898438 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -125114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123728.726562 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -123728.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123995.359375 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -123995.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124064.367188 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -124064.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124131.906250 Penalty: 2235.456055
	Iteration 3F: 3 clusters Score -124131.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124171.445312 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -124171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -124194.953125 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -124195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124214.515625 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -124214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -124228.601562 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -124228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124244.984375 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -124245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124268.757812 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -124268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124296.070312 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -124296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -124307.039062 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -124307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124308.828125 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -124308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124312.109375 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -124312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -124316.718750 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -124316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124320.093750 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -124320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124325.390625 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -124325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124332.625000 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -124332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124336.664062 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -124336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124340.257812 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -124340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124340.812500 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -124340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124343.992188 Penalty: 2235.456055
	Iteration 21Q: 3 clusters Score -124344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124347.367188 Penalty: 2235.456055
	Iteration 22Q: 3 clusters Score -124347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124348.289062 Penalty: 2235.456055
	Iteration 23Q: 3 clusters Score -124348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -124351.250000 Penalty: 2235.456055
	Iteration 24Q: 3 clusters Score -124351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124358.210938 Penalty: 2235.456055
	Iteration 25Q: 3 clusters Score -124358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124361.984375 Penalty: 2235.456055
	Iteration 26Q: 3 clusters Score -124362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124362.726562 Penalty: 2235.456055
	Iteration 27Q: 3 clusters Score -124362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124362.726562 Penalty: 2235.456055
	Iteration 28F: 3 clusters Score -124362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -158525.359375 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158525.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158750.125000 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158750.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -158813.765625 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -158841.171875 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158841.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -158854.812500 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158858.156250 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158859.156250 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158860.187500 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158860.187500 Penalty: 2241.425537
	Iteration 8F: 3 clusters Score -158860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -363667.687500 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -363667.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361038.656250 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -361038.7 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361618.812500 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -361618.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -361764.562500 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -361764.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -361880.187500 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -361880.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -361980.750000 Penalty: 2585.171143
	Iteration 4F: 3 clusters Score -361980.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -362071.218750 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -362071.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -362137.531250 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -362137.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -362183.062500 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -362183.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -362214.312500 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -362214.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362245.593750 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -362245.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -362268.750000 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -362268.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -362295.593750 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -362295.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -362316.093750 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -362316.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -362334.000000 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -362334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -362346.687500 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -362346.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -362358.687500 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -362358.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -362375.031250 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -362375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -362385.406250 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -362385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -362393.843750 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -362393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -362403.531250 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -362403.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -362409.968750 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -362410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -362414.968750 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -362415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -362418.593750 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -362418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -362423.406250 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -362423.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -362429.468750 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -362429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -362433.812500 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -362433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -362439.406250 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -362439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -362444.125000 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -362444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362449.937500 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -362449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -362455.312500 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -362455.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -362459.062500 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -362459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -362461.187500 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -362461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -362462.406250 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -362462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -362464.375000 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -362464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362467.375000 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -362467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362469.031250 Penalty: 2585.171143
	Iteration 35Q: 3 clusters Score -362469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362471.156250 Penalty: 2585.171143
	Iteration 36Q: 3 clusters Score -362471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -362473.781250 Penalty: 2585.171143
	Iteration 37Q: 3 clusters Score -362473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362475.750000 Penalty: 2585.171143
	Iteration 38Q: 3 clusters Score -362475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362477.218750 Penalty: 2585.171143
	Iteration 39Q: 3 clusters Score -362477.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362478.062500 Penalty: 2585.171143
	Iteration 40F: 3 clusters Score -362478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -362479.656250 Penalty: 2585.171143
	Iteration 41Q: 3 clusters Score -362479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -362479.750000 Penalty: 2585.171143
	Iteration 42Q: 3 clusters Score -362479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -362479.750000 Penalty: 2585.171143
	Iteration 43F: 3 clusters Score -362479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -224243.156250 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -224243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -222353.500000 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -222353.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -222767.921875 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -222767.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222874.359375 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -222874.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -222944.109375 Penalty: 2419.000488
	Iteration 3F: 3 clusters Score -222944.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222996.890625 Penalty: 2419.000488
	Iteration 4Q: 3 clusters Score -222996.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -223049.593750 Penalty: 2419.000488
	Iteration 5Q: 3 clusters Score -223049.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -223099.578125 Penalty: 2419.000488
	Iteration 6Q: 3 clusters Score -223099.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -223152.812500 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -223152.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -223202.531250 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -223202.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223229.937500 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -223229.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223258.703125 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -223258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223303.312500 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -223303.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223338.312500 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -223338.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223374.796875 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -223374.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223422.281250 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -223422.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223441.828125 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -223441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223448.156250 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -223448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -223453.937500 Penalty: 2419.000488
	Iteration 17Q: 3 clusters Score -223453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -223465.234375 Penalty: 2419.000488
	Iteration 18Q: 3 clusters Score -223465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -223480.656250 Penalty: 2419.000488
	Iteration 19Q: 3 clusters Score -223480.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -223492.875000 Penalty: 2419.000488
	Iteration 20F: 3 clusters Score -223492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223498.828125 Penalty: 2419.000488
	Iteration 21Q: 3 clusters Score -223498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -223502.625000 Penalty: 2419.000488
	Iteration 22Q: 3 clusters Score -223502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223508.796875 Penalty: 2419.000488
	Iteration 23Q: 3 clusters Score -223508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -223512.953125 Penalty: 2419.000488
	Iteration 24Q: 3 clusters Score -223513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -223518.234375 Penalty: 2419.000488
	Iteration 25Q: 3 clusters Score -223518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223520.500000 Penalty: 2419.000488
	Iteration 26Q: 3 clusters Score -223520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223522.296875 Penalty: 2419.000488
	Iteration 27Q: 3 clusters Score -223522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -223524.484375 Penalty: 2419.000488
	Iteration 28Q: 3 clusters Score -223524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223525.265625 Penalty: 2419.000488
	Iteration 29Q: 3 clusters Score -223525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -223526.031250 Penalty: 2419.000488
	Iteration 30Q: 3 clusters Score -223526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223526.234375 Penalty: 2419.000488
	Iteration 31Q: 3 clusters Score -223526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223526.812500 Penalty: 2419.000488
	Iteration 32Q: 3 clusters Score -223526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223526.812500 Penalty: 2419.000488
	Iteration 33F: 3 clusters Score -223526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -589674.937500 Penalty: 1369.786255
	Iteration 0F: 2 clusters Score -589674.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -585925.125000 Penalty: 2739.572510
	Iteration 0F: 3 clusters Score -585925.1 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -586976.937500 Penalty: 2739.572510
	Iteration 1F: 3 clusters Score -586976.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -587146.937500 Penalty: 2739.572510
	Iteration 2F: 3 clusters Score -587146.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -587291.625000 Penalty: 2739.572510
	Iteration 3F: 3 clusters Score -587291.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -587425.562500 Penalty: 2739.572510
	Iteration 4Q: 3 clusters Score -587425.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -587550.937500 Penalty: 2739.572510
	Iteration 5Q: 3 clusters Score -587550.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -587654.125000 Penalty: 2739.572510
	Iteration 6Q: 3 clusters Score -587654.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -587767.375000 Penalty: 2739.572510
	Iteration 7Q: 3 clusters Score -587767.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -587887.687500 Penalty: 2739.572510
	Iteration 8Q: 3 clusters Score -587887.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -587970.312500 Penalty: 2739.572510
	Iteration 9Q: 3 clusters Score -587970.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -588035.500000 Penalty: 2739.572510
	Iteration 10Q: 3 clusters Score -588035.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -588081.750000 Penalty: 2739.572510
	Iteration 11Q: 3 clusters Score -588081.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -588125.437500 Penalty: 2739.572510
	Iteration 12Q: 3 clusters Score -588125.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -588170.250000 Penalty: 2739.572510
	Iteration 13Q: 3 clusters Score -588170.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -588211.250000 Penalty: 2739.572510
	Iteration 14Q: 3 clusters Score -588211.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -588257.312500 Penalty: 2739.572510
	Iteration 15Q: 3 clusters Score -588257.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -588293.937500 Penalty: 2739.572510
	Iteration 16Q: 3 clusters Score -588293.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -588324.937500 Penalty: 2739.572510
	Iteration 17Q: 3 clusters Score -588324.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -588358.125000 Penalty: 2739.572510
	Iteration 18Q: 3 clusters Score -588358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -588381.562500 Penalty: 2739.572510
	Iteration 19Q: 3 clusters Score -588381.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -588404.437500 Penalty: 2739.572510
	Iteration 20F: 3 clusters Score -588404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -588417.750000 Penalty: 2739.572510
	Iteration 21Q: 3 clusters Score -588417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -588434.250000 Penalty: 2739.572510
	Iteration 22Q: 3 clusters Score -588434.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -588463.250000 Penalty: 2739.572510
	Iteration 23Q: 3 clusters Score -588463.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -588486.625000 Penalty: 2739.572510
	Iteration 24Q: 3 clusters Score -588486.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -588522.312500 Penalty: 2739.572510
	Iteration 25Q: 3 clusters Score -588522.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -588559.000000 Penalty: 2739.572510
	Iteration 26Q: 3 clusters Score -588559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -588589.562500 Penalty: 2739.572510
	Iteration 27Q: 3 clusters Score -588589.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -588613.125000 Penalty: 2739.572510
	Iteration 28Q: 3 clusters Score -588613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -588627.375000 Penalty: 2739.572510
	Iteration 29Q: 3 clusters Score -588627.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -588637.312500 Penalty: 2739.572510
	Iteration 30Q: 3 clusters Score -588637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -588648.000000 Penalty: 2739.572510
	Iteration 31Q: 3 clusters Score -588648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -588660.375000 Penalty: 2739.572510
	Iteration 32Q: 3 clusters Score -588660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -588670.625000 Penalty: 2739.572510
	Iteration 33Q: 3 clusters Score -588670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -588678.000000 Penalty: 2739.572510
	Iteration 34Q: 3 clusters Score -588678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -588681.562500 Penalty: 2739.572510
	Iteration 35Q: 3 clusters Score -588681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -588687.375000 Penalty: 2739.572510
	Iteration 36Q: 3 clusters Score -588687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -588690.812500 Penalty: 2739.572510
	Iteration 37Q: 3 clusters Score -588690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -588692.250000 Penalty: 2739.572510
	Iteration 38Q: 3 clusters Score -588692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -588693.812500 Penalty: 2739.572510
	Iteration 39Q: 3 clusters Score -588693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -588695.437500 Penalty: 2739.572510
	Iteration 40F: 3 clusters Score -588695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -39181.761719 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -39181.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38280.253906 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -38280.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38427.468750 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -38427.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38477.121094 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -38477.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38513.250000 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -38513.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38522.585938 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -38522.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38531.554688 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -38531.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38539.324219 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -38539.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38549.917969 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -38549.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38558.328125 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -38558.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38562.871094 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -38562.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38564.210938 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -38564.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38564.210938 Penalty: 1905.680176
	Iteration 11F: 3 clusters Score -38564.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -20965.828125 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -20965.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20147.105469 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -20147.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20296.199219 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -20296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20387.656250 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -20387.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20414.164062 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -20414.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20430.869141 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -20430.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20436.679688 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -20436.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20436.679688 Penalty: 1831.306519
	Iteration 6F: 3 clusters Score -20436.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -861107.187500 Penalty: 1432.328613
	Iteration 0F: 2 clusters Score -861107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -856014.875000 Penalty: 2864.657227
	Iteration 0F: 3 clusters Score -856014.9 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -857599.500000 Penalty: 2864.657227
	Iteration 1F: 3 clusters Score -857599.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -857861.875000 Penalty: 2864.657227
	Iteration 2F: 3 clusters Score -857861.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -858096.250000 Penalty: 2864.657227
	Iteration 3F: 3 clusters Score -858096.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -858290.812500 Penalty: 2864.657227
	Iteration 4F: 3 clusters Score -858290.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -858458.062500 Penalty: 2864.657227
	Iteration 5Q: 3 clusters Score -858458.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -858636.250000 Penalty: 2864.657227
	Iteration 6Q: 3 clusters Score -858636.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -858810.312500 Penalty: 2864.657227
	Iteration 7Q: 3 clusters Score -858810.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -858955.750000 Penalty: 2864.657227
	Iteration 8Q: 3 clusters Score -858955.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -859079.375000 Penalty: 2864.657227
	Iteration 9Q: 3 clusters Score -859079.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -859197.250000 Penalty: 2864.657227
	Iteration 10Q: 3 clusters Score -859197.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -859300.250000 Penalty: 2864.657227
	Iteration 11Q: 3 clusters Score -859300.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -859402.625000 Penalty: 2864.657227
	Iteration 12Q: 3 clusters Score -859402.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -859495.875000 Penalty: 2864.657227
	Iteration 13Q: 3 clusters Score -859495.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -859575.437500 Penalty: 2864.657227
	Iteration 14Q: 3 clusters Score -859575.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -859659.312500 Penalty: 2864.657227
	Iteration 15Q: 3 clusters Score -859659.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -859757.375000 Penalty: 2864.657227
	Iteration 16Q: 3 clusters Score -859757.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -859877.250000 Penalty: 2864.657227
	Iteration 17Q: 3 clusters Score -859877.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -860012.875000 Penalty: 2864.657227
	Iteration 18Q: 3 clusters Score -860012.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -860135.812500 Penalty: 2864.657227
	Iteration 19Q: 3 clusters Score -860135.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -860215.500000 Penalty: 2864.657227
	Iteration 20F: 3 clusters Score -860215.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -860262.812500 Penalty: 2864.657227
	Iteration 21Q: 3 clusters Score -860262.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -860293.625000 Penalty: 2864.657227
	Iteration 22Q: 3 clusters Score -860293.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -860315.375000 Penalty: 2864.657227
	Iteration 23Q: 3 clusters Score -860315.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -860331.687500 Penalty: 2864.657227
	Iteration 24Q: 3 clusters Score -860331.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -860349.937500 Penalty: 2864.657227
	Iteration 25Q: 3 clusters Score -860349.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -860363.625000 Penalty: 2864.657227
	Iteration 26Q: 3 clusters Score -860363.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -860370.875000 Penalty: 2864.657227
	Iteration 27Q: 3 clusters Score -860370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -860374.812500 Penalty: 2864.657227
	Iteration 28Q: 3 clusters Score -860374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -860376.000000 Penalty: 2864.657227
	Iteration 29Q: 3 clusters Score -860376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -860379.062500 Penalty: 2864.657227
	Iteration 30Q: 3 clusters Score -860379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -860383.750000 Penalty: 2864.657227
	Iteration 31Q: 3 clusters Score -860383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -860386.437500 Penalty: 2864.657227
	Iteration 32Q: 3 clusters Score -860386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860388.875000 Penalty: 2864.657227
	Iteration 33Q: 3 clusters Score -860388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860389.000000 Penalty: 2864.657227
	Iteration 34Q: 3 clusters Score -860389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860388.875000 Penalty: 2864.657227
	Iteration 35Q: 3 clusters Score -860388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860392.312500 Penalty: 2864.657227
	Iteration 36Q: 3 clusters Score -860392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860390.812500 Penalty: 2864.657227
	Iteration 37Q: 3 clusters Score -860390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860391.312500 Penalty: 2864.657227
	Iteration 38Q: 3 clusters Score -860391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -860392.375000 Penalty: 2864.657227
	Iteration 39Q: 3 clusters Score -860392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -860392.750000 Penalty: 2864.657227
	Iteration 40F: 3 clusters Score -860392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -860393.750000 Penalty: 2864.657227
	Iteration 41Q: 3 clusters Score -860393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -860393.812500 Penalty: 2864.657227
	Iteration 42Q: 3 clusters Score -860393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -860395.187500 Penalty: 2864.657227
	Iteration 43Q: 3 clusters Score -860395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -860395.062500 Penalty: 2864.657227
	Iteration 44Q: 3 clusters Score -860395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -860396.750000 Penalty: 2864.657227
	Iteration 45Q: 3 clusters Score -860396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -860395.937500 Penalty: 2864.657227
	Iteration 46Q: 3 clusters Score -860395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -860396.312500 Penalty: 2864.657227
	Iteration 47Q: 3 clusters Score -860396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -860398.000000 Penalty: 2864.657227
	Iteration 48Q: 3 clusters Score -860398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -860398.000000 Penalty: 2864.657227
	Iteration 49F: 3 clusters Score -860398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -204780.421875 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -204780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202994.812500 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -202994.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203334.812500 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -203334.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -203419.375000 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -203419.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -203474.968750 Penalty: 2383.869141
	Iteration 3Q: 3 clusters Score -203475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -203497.343750 Penalty: 2383.869141
	Iteration 4Q: 3 clusters Score -203497.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203511.812500 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -203511.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203520.859375 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -203520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203527.437500 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -203527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -203531.843750 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -203531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -203535.500000 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -203535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203538.109375 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -203538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -203538.484375 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -203538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -203539.343750 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -203539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203539.515625 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -203539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203539.515625 Penalty: 2383.869141
	Iteration 14F: 3 clusters Score -203539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -1580647.875000 Penalty: 1528.780273
	Iteration 0F: 2 clusters Score -1580648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1572090.750000 Penalty: 3057.560547
	Iteration 0F: 3 clusters Score -1572091 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1574996.375000 Penalty: 3057.560547
	Iteration 1F: 3 clusters Score -1574996 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1575435.250000 Penalty: 3057.560547
	Iteration 2F: 3 clusters Score -1575435 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1575976.375000 Penalty: 3057.560547
	Iteration 3F: 3 clusters Score -1575976 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1576629.125000 Penalty: 3057.560547
	Iteration 4F: 3 clusters Score -1576629 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1577310.000000 Penalty: 3057.560547
	Iteration 5F: 3 clusters Score -1577310 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1577905.250000 Penalty: 3057.560547
	Iteration 6F: 3 clusters Score -1577905 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1578423.125000 Penalty: 3057.560547
	Iteration 7F: 3 clusters Score -1578423 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1578800.875000 Penalty: 3057.560547
	Iteration 8Q: 3 clusters Score -1578801 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1579027.750000 Penalty: 3057.560547
	Iteration 9Q: 3 clusters Score -1579028 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1579147.875000 Penalty: 3057.560547
	Iteration 10Q: 3 clusters Score -1579148 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1579226.125000 Penalty: 3057.560547
	Iteration 11Q: 3 clusters Score -1579226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1579262.125000 Penalty: 3057.560547
	Iteration 12Q: 3 clusters Score -1579262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1579282.875000 Penalty: 3057.560547
	Iteration 13Q: 3 clusters Score -1579283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1579297.625000 Penalty: 3057.560547
	Iteration 14Q: 3 clusters Score -1579298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1579306.000000 Penalty: 3057.560547
	Iteration 15Q: 3 clusters Score -1579306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1579315.250000 Penalty: 3057.560547
	Iteration 16Q: 3 clusters Score -1579315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1579328.500000 Penalty: 3057.560547
	Iteration 17Q: 3 clusters Score -1579328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1579336.375000 Penalty: 3057.560547
	Iteration 18Q: 3 clusters Score -1579336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1579339.750000 Penalty: 3057.560547
	Iteration 19Q: 3 clusters Score -1579340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1579345.500000 Penalty: 3057.560547
	Iteration 20F: 3 clusters Score -1579346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1579352.375000 Penalty: 3057.560547
	Iteration 21Q: 3 clusters Score -1579352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1579356.000000 Penalty: 3057.560547
	Iteration 22Q: 3 clusters Score -1579356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1579359.375000 Penalty: 3057.560547
	Iteration 23Q: 3 clusters Score -1579359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1579364.375000 Penalty: 3057.560547
	Iteration 24Q: 3 clusters Score -1579364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1579364.625000 Penalty: 3057.560547
	Iteration 25Q: 3 clusters Score -1579365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1579367.625000 Penalty: 3057.560547
	Iteration 26Q: 3 clusters Score -1579368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1579367.375000 Penalty: 3057.560547
	Iteration 27Q: 3 clusters Score -1579367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1579368.500000 Penalty: 3057.560547
	Iteration 28Q: 3 clusters Score -1579368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1579368.375000 Penalty: 3057.560547
	Iteration 29Q: 3 clusters Score -1579368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1579370.750000 Penalty: 3057.560547
	Iteration 30Q: 3 clusters Score -1579371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1579376.625000 Penalty: 3057.560547
	Iteration 31Q: 3 clusters Score -1579377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1579381.625000 Penalty: 3057.560547
	Iteration 32Q: 3 clusters Score -1579382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1579384.125000 Penalty: 3057.560547
	Iteration 33Q: 3 clusters Score -1579384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1579387.500000 Penalty: 3057.560547
	Iteration 34Q: 3 clusters Score -1579388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1579393.375000 Penalty: 3057.560547
	Iteration 35Q: 3 clusters Score -1579393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1579395.250000 Penalty: 3057.560547
	Iteration 36Q: 3 clusters Score -1579395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1579395.250000 Penalty: 3057.560547
	Iteration 37Q: 3 clusters Score -1579395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1579396.625000 Penalty: 3057.560547
	Iteration 38Q: 3 clusters Score -1579397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1579401.500000 Penalty: 3057.560547
	Iteration 39Q: 3 clusters Score -1579402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1579402.125000 Penalty: 3057.560547
	Iteration 40F: 3 clusters Score -1579402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1579407.000000 Penalty: 3057.560547
	Iteration 41Q: 3 clusters Score -1579407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1579407.000000 Penalty: 3057.560547
	Iteration 42Q: 3 clusters Score -1579407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1579410.250000 Penalty: 3057.560547
	Iteration 43Q: 3 clusters Score -1579410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1579407.500000 Penalty: 3057.560547
	Iteration 44Q: 3 clusters Score -1579408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1579415.750000 Penalty: 3057.560547
	Iteration 45Q: 3 clusters Score -1579416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1579421.750000 Penalty: 3057.560547
	Iteration 46Q: 3 clusters Score -1579422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1579429.750000 Penalty: 3057.560547
	Iteration 47Q: 3 clusters Score -1579430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1579435.125000 Penalty: 3057.560547
	Iteration 48Q: 3 clusters Score -1579435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1579440.625000 Penalty: 3057.560547
	Iteration 49Q: 3 clusters Score -1579441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1579439.875000 Penalty: 3057.560547
	Iteration 50Q: 3 clusters Score -1579440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1579438.375000 Penalty: 3057.560547
	Iteration 51Q: 3 clusters Score -1579438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1579443.875000 Penalty: 3057.560547
	Iteration 52Q: 3 clusters Score -1579444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1579443.625000 Penalty: 3057.560547
	Iteration 53Q: 3 clusters Score -1579444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1579451.125000 Penalty: 3057.560547
	Iteration 54Q: 3 clusters Score -1579451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1579448.250000 Penalty: 3057.560547
	Iteration 55Q: 3 clusters Score -1579448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1579453.125000 Penalty: 3057.560547
	Iteration 56Q: 3 clusters Score -1579453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1579461.250000 Penalty: 3057.560547
	Iteration 57Q: 3 clusters Score -1579461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1579466.500000 Penalty: 3057.560547
	Iteration 58Q: 3 clusters Score -1579466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1579471.500000 Penalty: 3057.560547
	Iteration 59Q: 3 clusters Score -1579472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1579473.500000 Penalty: 3057.560547
	Iteration 60F: 3 clusters Score -1579474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1579472.875000 Penalty: 3057.560547
	Iteration 61Q: 3 clusters Score -1579473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1579474.500000 Penalty: 3057.560547
	Iteration 62Q: 3 clusters Score -1579474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1579474.875000 Penalty: 3057.560547
	Iteration 63Q: 3 clusters Score -1579475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1579476.250000 Penalty: 3057.560547
	Iteration 64Q: 3 clusters Score -1579476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1579479.375000 Penalty: 3057.560547
	Iteration 65Q: 3 clusters Score -1579479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1579479.625000 Penalty: 3057.560547
	Iteration 66Q: 3 clusters Score -1579480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1579476.875000 Penalty: 3057.560547
	Iteration 67Q: 3 clusters Score -1579477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1579477.750000 Penalty: 3057.560547
	Iteration 68Q: 3 clusters Score -1579478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1579479.625000 Penalty: 3057.560547
	Iteration 69Q: 3 clusters Score -1579480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1579482.000000 Penalty: 3057.560547
	Iteration 70Q: 3 clusters Score -1579482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1579484.250000 Penalty: 3057.560547
	Iteration 71Q: 3 clusters Score -1579484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1579487.875000 Penalty: 3057.560547
	Iteration 72Q: 3 clusters Score -1579488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1579492.125000 Penalty: 3057.560547
	Iteration 73Q: 3 clusters Score -1579492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1579495.375000 Penalty: 3057.560547
	Iteration 74Q: 3 clusters Score -1579495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1579491.875000 Penalty: 3057.560547
	Iteration 75Q: 3 clusters Score -1579492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1579492.375000 Penalty: 3057.560547
	Iteration 76Q: 3 clusters Score -1579492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1579493.125000 Penalty: 3057.560547
	Iteration 77Q: 3 clusters Score -1579493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1579498.750000 Penalty: 3057.560547
	Iteration 78Q: 3 clusters Score -1579499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1579495.125000 Penalty: 3057.560547
	Iteration 79Q: 3 clusters Score -1579495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1579495.375000 Penalty: 3057.560547
	Iteration 80F: 3 clusters Score -1579495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 55804 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74177 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74051 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16647 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4580 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1533 members 
Mstep: Class 80 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995584.000000 Penalty: 169224.187500
Iteration 239Q: 80 clusters Score -6.899558e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27622 members 
Mstep: Class 11 contains 55795 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74184 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4866 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74040 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4630 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4581 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6731 members 
Mstep: Class 79 contains 1532 members 
Mstep: Class 80 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995536.000000 Penalty: 169224.187500
Iteration 240F: 80 clusters Score -6.899554e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27626 members 
Mstep: Class 11 contains 55788 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74199 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4869 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3126 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74024 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4582 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6730 members 
Mstep: Class 79 contains 1531 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995552.000000 Penalty: 169224.187500
Iteration 241Q: 80 clusters Score -6.899555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27625 members 
Mstep: Class 11 contains 55785 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74207 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4870 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11830 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3127 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74014 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6733 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995576.000000 Penalty: 169224.187500
Iteration 242Q: 80 clusters Score -6.899558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27629 members 
Mstep: Class 11 contains 55779 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74214 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4871 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11827 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3129 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74009 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4628 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6737 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995560.000000 Penalty: 169224.187500
Iteration 243Q: 80 clusters Score -6.899556e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27632 members 
Mstep: Class 11 contains 55774 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74219 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4874 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11823 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83652 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74008 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2198 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16644 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4627 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1766 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6740 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995584.000000 Penalty: 169224.187500
Iteration 244Q: 80 clusters Score -6.899558e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27633 members 
Mstep: Class 11 contains 55769 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74218 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11822 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83651 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74008 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2199 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16643 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1767 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995600.000000 Penalty: 169224.187500
Iteration 245Q: 80 clusters Score -6.89956e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 55767 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74223 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4877 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83650 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74000 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16645 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1769 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6740 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995592.000000 Penalty: 169224.187500
Iteration 246Q: 80 clusters Score -6.899559e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6620 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 55766 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74231 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4879 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11816 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83646 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73991 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16648 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1772 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8996 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4584 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1530 members 
Mstep: Class 80 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995568.000000 Penalty: 169224.187500
Iteration 247Q: 80 clusters Score -6.899557e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 55767 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74234 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4879 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11814 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83644 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73993 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21068 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16648 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1773 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4583 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995560.000000 Penalty: 169224.187500
Iteration 248Q: 80 clusters Score -6.899556e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 55762 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74235 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11814 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83641 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73997 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1773 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4585 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995544.000000 Penalty: 169224.187500
Iteration 249Q: 80 clusters Score -6.899554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 55761 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74226 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4884 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11812 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74004 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3241 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1774 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2848 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4585 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995576.000000 Penalty: 169224.187500
Iteration 250Q: 80 clusters Score -6.899558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27636 members 
Mstep: Class 11 contains 55759 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74212 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4886 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11811 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74014 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1775 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8992 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995576.000000 Penalty: 169224.187500
Iteration 251Q: 80 clusters Score -6.899558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27636 members 
Mstep: Class 11 contains 55757 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74192 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4888 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11811 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74031 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1775 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8991 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6738 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995568.000000 Penalty: 169224.187500
Iteration 252Q: 80 clusters Score -6.899557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 55754 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74178 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4889 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11813 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74046 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1775 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8991 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6738 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995576.000000 Penalty: 169224.187500
Iteration 253Q: 80 clusters Score -6.899558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27637 members 
Mstep: Class 11 contains 55751 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74169 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11813 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74055 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1776 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6738 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995608.000000 Penalty: 169224.187500
Iteration 254Q: 80 clusters Score -6.899561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27637 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74164 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11812 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74062 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1777 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6738 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995632.000000 Penalty: 169224.187500
Iteration 255Q: 80 clusters Score -6.899563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27639 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74152 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11811 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74073 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1778 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8989 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995640.000000 Penalty: 169224.187500
Iteration 256Q: 80 clusters Score -6.899564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74141 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11807 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74087 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3240 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1780 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995672.000000 Penalty: 169224.187500
Iteration 257Q: 80 clusters Score -6.899567e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74127 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11806 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74103 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1780 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995688.000000 Penalty: 169224.187500
Iteration 258Q: 80 clusters Score -6.899569e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6627 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 55749 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74094 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11804 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74134 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995736.000000 Penalty: 169224.187500
Iteration 259Q: 80 clusters Score -6.899574e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 55751 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74070 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11802 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74161 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8988 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995680.000000 Penalty: 169224.187500
Iteration 260F: 80 clusters Score -6.899568e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27642 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74042 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11801 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74190 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8985 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995720.000000 Penalty: 169224.187500
Iteration 261Q: 80 clusters Score -6.899572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27642 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 74030 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11801 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74203 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8986 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995784.000000 Penalty: 169224.187500
Iteration 262Q: 80 clusters Score -6.899578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27642 members 
Mstep: Class 11 contains 55751 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74029 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11800 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74204 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8985 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995808.000000 Penalty: 169224.187500
Iteration 263Q: 80 clusters Score -6.899581e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27644 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74030 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74202 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6739 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995728.000000 Penalty: 169224.187500
Iteration 264Q: 80 clusters Score -6.899573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6636 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27646 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74024 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83639 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74203 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6740 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995776.000000 Penalty: 169224.187500
Iteration 265Q: 80 clusters Score -6.899578e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 74015 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83637 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74207 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995776.000000 Penalty: 169224.187500
Iteration 266Q: 80 clusters Score -6.899578e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73993 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83637 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74226 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16651 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8986 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995728.000000 Penalty: 169224.187500
Iteration 267Q: 80 clusters Score -6.899573e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73959 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83636 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74254 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16651 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995752.000000 Penalty: 169224.187500
Iteration 268Q: 80 clusters Score -6.899575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73919 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83635 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74290 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16651 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995744.000000 Penalty: 169224.187500
Iteration 269Q: 80 clusters Score -6.899574e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73869 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83634 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74337 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8986 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 169224.187500
Iteration 270Q: 80 clusters Score -6.899582e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73849 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83634 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74360 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8984 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995760.000000 Penalty: 169224.187500
Iteration 271Q: 80 clusters Score -6.899576e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73840 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83633 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74374 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16651 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8983 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 169224.187500
Iteration 272Q: 80 clusters Score -6.899582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73839 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83633 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74377 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8983 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 169224.187500
Iteration 273Q: 80 clusters Score -6.899582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73848 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83633 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74368 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4626 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8984 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 169224.187500
Iteration 274Q: 80 clusters Score -6.899582e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73865 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83632 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74350 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8984 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995808.000000 Penalty: 169224.187500
Iteration 275Q: 80 clusters Score -6.899581e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73863 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83631 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74355 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8985 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995784.000000 Penalty: 169224.187500
Iteration 276Q: 80 clusters Score -6.899578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73864 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74352 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8984 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995752.000000 Penalty: 169224.187500
Iteration 277Q: 80 clusters Score -6.899575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73874 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74342 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21067 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16650 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8982 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995744.000000 Penalty: 169224.187500
Iteration 278Q: 80 clusters Score -6.899574e+07 nChanged 58
Entering ConstructFrom: 
Score: -68995744.000000 Penalty: 169224.187500
Entering ConstructFrom: 
Trying to split cluster 1 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1209254.250000 Penalty: 1480.495361
	Iteration 0F: 2 clusters Score -1209254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1202675.000000 Penalty: 2960.990723
	Iteration 0F: 3 clusters Score -1202675 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1204819.875000 Penalty: 2960.990723
	Iteration 1F: 3 clusters Score -1204820 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1205063.750000 Penalty: 2960.990723
	Iteration 2F: 3 clusters Score -1205064 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1205275.500000 Penalty: 2960.990723
	Iteration 3F: 3 clusters Score -1205276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1205450.250000 Penalty: 2960.990723
	Iteration 4Q: 3 clusters Score -1205450 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1205602.625000 Penalty: 2960.990723
	Iteration 5Q: 3 clusters Score -1205603 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1205753.000000 Penalty: 2960.990723
	Iteration 6Q: 3 clusters Score -1205753 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1205900.000000 Penalty: 2960.990723
	Iteration 7Q: 3 clusters Score -1205900 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1206064.750000 Penalty: 2960.990723
	Iteration 8Q: 3 clusters Score -1206065 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1206242.875000 Penalty: 2960.990723
	Iteration 9Q: 3 clusters Score -1206243 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1206433.250000 Penalty: 2960.990723
	Iteration 10Q: 3 clusters Score -1206433 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1206626.625000 Penalty: 2960.990723
	Iteration 11Q: 3 clusters Score -1206627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1206817.000000 Penalty: 2960.990723
	Iteration 12Q: 3 clusters Score -1206817 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1206992.375000 Penalty: 2960.990723
	Iteration 13Q: 3 clusters Score -1206992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1207147.625000 Penalty: 2960.990723
	Iteration 14Q: 3 clusters Score -1207148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1207261.625000 Penalty: 2960.990723
	Iteration 15Q: 3 clusters Score -1207262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1207336.375000 Penalty: 2960.990723
	Iteration 16Q: 3 clusters Score -1207336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1207417.375000 Penalty: 2960.990723
	Iteration 17Q: 3 clusters Score -1207417 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1207488.000000 Penalty: 2960.990723
	Iteration 18Q: 3 clusters Score -1207488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1207555.125000 Penalty: 2960.990723
	Iteration 19Q: 3 clusters Score -1207555 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1207614.875000 Penalty: 2960.990723
	Iteration 20F: 3 clusters Score -1207615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1207667.625000 Penalty: 2960.990723
	Iteration 21Q: 3 clusters Score -1207668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1207709.125000 Penalty: 2960.990723
	Iteration 22Q: 3 clusters Score -1207709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1207745.000000 Penalty: 2960.990723
	Iteration 23Q: 3 clusters Score -1207745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1207785.250000 Penalty: 2960.990723
	Iteration 24Q: 3 clusters Score -1207785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1207810.375000 Penalty: 2960.990723
	Iteration 25Q: 3 clusters Score -1207810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1207834.750000 Penalty: 2960.990723
	Iteration 26Q: 3 clusters Score -1207835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1207856.375000 Penalty: 2960.990723
	Iteration 27Q: 3 clusters Score -1207856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1207875.625000 Penalty: 2960.990723
	Iteration 28Q: 3 clusters Score -1207876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1207901.500000 Penalty: 2960.990723
	Iteration 29Q: 3 clusters Score -1207902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1207927.125000 Penalty: 2960.990723
	Iteration 30Q: 3 clusters Score -1207927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1207937.875000 Penalty: 2960.990723
	Iteration 31Q: 3 clusters Score -1207938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1207946.375000 Penalty: 2960.990723
	Iteration 32Q: 3 clusters Score -1207946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1207955.500000 Penalty: 2960.990723
	Iteration 33Q: 3 clusters Score -1207956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1207966.875000 Penalty: 2960.990723
	Iteration 34Q: 3 clusters Score -1207967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1207968.250000 Penalty: 2960.990723
	Iteration 35Q: 3 clusters Score -1207968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1207971.375000 Penalty: 2960.990723
	Iteration 36Q: 3 clusters Score -1207971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1207975.125000 Penalty: 2960.990723
	Iteration 37Q: 3 clusters Score -1207975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1207982.000000 Penalty: 2960.990723
	Iteration 38Q: 3 clusters Score -1207982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1207986.000000 Penalty: 2960.990723
	Iteration 39Q: 3 clusters Score -1207986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1207987.375000 Penalty: 2960.990723
	Iteration 40F: 3 clusters Score -1207987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1207992.250000 Penalty: 2960.990723
	Iteration 41Q: 3 clusters Score -1207992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1207994.375000 Penalty: 2960.990723
	Iteration 42Q: 3 clusters Score -1207994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1207994.375000 Penalty: 2960.990723
	Iteration 43F: 3 clusters Score -1207994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -88525.843750 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -88525.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87241.125000 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -87241.12 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87610.164062 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -87610.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87716.218750 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -87716.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87825.656250 Penalty: 2167.999023
	Iteration 3F: 3 clusters Score -87825.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88009.460938 Penalty: 2167.999023
	Iteration 4F: 3 clusters Score -88009.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88165.875000 Penalty: 2167.999023
	Iteration 5F: 3 clusters Score -88165.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88293.703125 Penalty: 2167.999023
	Iteration 6F: 3 clusters Score -88293.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88381.781250 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -88381.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88457.945312 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -88457.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88496.500000 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -88496.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88527.906250 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -88527.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88535.382812 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -88535.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88547.195312 Penalty: 2167.999023
	Iteration 12Q: 3 clusters Score -88547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88564.343750 Penalty: 2167.999023
	Iteration 13Q: 3 clusters Score -88564.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88598.046875 Penalty: 2167.999023
	Iteration 14Q: 3 clusters Score -88598.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88617.820312 Penalty: 2167.999023
	Iteration 15Q: 3 clusters Score -88617.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88629.226562 Penalty: 2167.999023
	Iteration 16Q: 3 clusters Score -88629.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88633.585938 Penalty: 2167.999023
	Iteration 17Q: 3 clusters Score -88633.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88640.562500 Penalty: 2167.999023
	Iteration 18Q: 3 clusters Score -88640.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88645.718750 Penalty: 2167.999023
	Iteration 19Q: 3 clusters Score -88645.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88651.187500 Penalty: 2167.999023
	Iteration 20F: 3 clusters Score -88651.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88652.523438 Penalty: 2167.999023
	Iteration 21Q: 3 clusters Score -88652.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88652.523438 Penalty: 2167.999023
	Iteration 22F: 3 clusters Score -88652.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73875 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 74343 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8982 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12212 members 
Entering Unmasked Estep 
Score: -68994880.000000 Penalty: 171366.265625
Splitting cluster 2 changes total score from -68995744.000000 to -68994880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -53364.433594 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -53364.43 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 181 members 
Entering Unmasked Estep 
Score: -52455.777344 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -52455.78 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52661.089844 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -52661.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52758.636719 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -52758.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52842.183594 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -52842.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52905.296875 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -52905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52923.808594 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -52923.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52933.132812 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -52933.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52934.636719 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -52934.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52934.636719 Penalty: 1927.116455
	Iteration 8F: 3 clusters Score -52934.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -42892.816406 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -42892.82 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 227 members 
Entering Unmasked Estep 
Score: -41942.554688 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -41942.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42226.093750 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -42226.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42381.976562 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -42381.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42497.757812 Penalty: 1984.782349
	Iteration 3F: 3 clusters Score -42497.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42569.308594 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -42569.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42630.609375 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -42630.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42680.902344 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -42680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42700.722656 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -42700.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42715.847656 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -42715.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42718.308594 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -42718.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42723.152344 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -42723.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42725.347656 Penalty: 1984.782349
	Iteration 11Q: 3 clusters Score -42725.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42725.347656 Penalty: 1984.782349
	Iteration 12F: 3 clusters Score -42725.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Entering Unmasked Estep 
Score: -1871508.125000 Penalty: 1550.274048
	Iteration 0F: 2 clusters Score -1871508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1861885.500000 Penalty: 3100.548096
	Iteration 0F: 3 clusters Score -1861886 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1865095.625000 Penalty: 3100.548096
	Iteration 1F: 3 clusters Score -1865096 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1865440.000000 Penalty: 3100.548096
	Iteration 2F: 3 clusters Score -1865440 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1865706.625000 Penalty: 3100.548096
	Iteration 3F: 3 clusters Score -1865707 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1866003.625000 Penalty: 3100.548096
	Iteration 4Q: 3 clusters Score -1866004 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1866299.250000 Penalty: 3100.548096
	Iteration 5Q: 3 clusters Score -1866299 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1866612.500000 Penalty: 3100.548096
	Iteration 6Q: 3 clusters Score -1866612 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1867000.625000 Penalty: 3100.548096
	Iteration 7F: 3 clusters Score -1867001 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1867454.000000 Penalty: 3100.548096
	Iteration 8F: 3 clusters Score -1867454 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1867923.875000 Penalty: 3100.548096
	Iteration 9F: 3 clusters Score -1867924 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1868353.000000 Penalty: 3100.548096
	Iteration 10Q: 3 clusters Score -1868353 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1868684.125000 Penalty: 3100.548096
	Iteration 11Q: 3 clusters Score -1868684 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1868965.125000 Penalty: 3100.548096
	Iteration 12Q: 3 clusters Score -1868965 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1869181.750000 Penalty: 3100.548096
	Iteration 13Q: 3 clusters Score -1869182 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1869391.250000 Penalty: 3100.548096
	Iteration 14Q: 3 clusters Score -1869391 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1869562.125000 Penalty: 3100.548096
	Iteration 15Q: 3 clusters Score -1869562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1869703.375000 Penalty: 3100.548096
	Iteration 16Q: 3 clusters Score -1869703 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1869820.625000 Penalty: 3100.548096
	Iteration 17Q: 3 clusters Score -1869821 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1869924.250000 Penalty: 3100.548096
	Iteration 18Q: 3 clusters Score -1869924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1869995.875000 Penalty: 3100.548096
	Iteration 19Q: 3 clusters Score -1869996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1870039.250000 Penalty: 3100.548096
	Iteration 20F: 3 clusters Score -1870039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1870077.750000 Penalty: 3100.548096
	Iteration 21Q: 3 clusters Score -1870078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1870095.375000 Penalty: 3100.548096
	Iteration 22Q: 3 clusters Score -1870095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1870103.500000 Penalty: 3100.548096
	Iteration 23Q: 3 clusters Score -1870104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1870110.250000 Penalty: 3100.548096
	Iteration 24Q: 3 clusters Score -1870110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1870114.500000 Penalty: 3100.548096
	Iteration 25Q: 3 clusters Score -1870114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1870125.750000 Penalty: 3100.548096
	Iteration 26Q: 3 clusters Score -1870126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1870134.500000 Penalty: 3100.548096
	Iteration 27Q: 3 clusters Score -1870134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1870142.125000 Penalty: 3100.548096
	Iteration 28Q: 3 clusters Score -1870142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1870151.750000 Penalty: 3100.548096
	Iteration 29Q: 3 clusters Score -1870152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1870156.125000 Penalty: 3100.548096
	Iteration 30Q: 3 clusters Score -1870156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1870161.500000 Penalty: 3100.548096
	Iteration 31Q: 3 clusters Score -1870162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1870161.625000 Penalty: 3100.548096
	Iteration 32Q: 3 clusters Score -1870162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1870163.125000 Penalty: 3100.548096
	Iteration 33Q: 3 clusters Score -1870163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1870165.625000 Penalty: 3100.548096
	Iteration 34Q: 3 clusters Score -1870166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1870166.125000 Penalty: 3100.548096
	Iteration 35Q: 3 clusters Score -1870166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1870168.250000 Penalty: 3100.548096
	Iteration 36Q: 3 clusters Score -1870168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1870171.125000 Penalty: 3100.548096
	Iteration 37Q: 3 clusters Score -1870171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1870173.500000 Penalty: 3100.548096
	Iteration 38Q: 3 clusters Score -1870174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1870178.500000 Penalty: 3100.548096
	Iteration 39Q: 3 clusters Score -1870178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1870178.125000 Penalty: 3100.548096
	Iteration 40F: 3 clusters Score -1870178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1870177.625000 Penalty: 3100.548096
	Iteration 41Q: 3 clusters Score -1870178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1870178.625000 Penalty: 3100.548096
	Iteration 42Q: 3 clusters Score -1870179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1870181.875000 Penalty: 3100.548096
	Iteration 43Q: 3 clusters Score -1870182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1870180.250000 Penalty: 3100.548096
	Iteration 44Q: 3 clusters Score -1870180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1870183.375000 Penalty: 3100.548096
	Iteration 45Q: 3 clusters Score -1870183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1870182.625000 Penalty: 3100.548096
	Iteration 46Q: 3 clusters Score -1870183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1870182.625000 Penalty: 3100.548096
	Iteration 47F: 3 clusters Score -1870183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -866641.875000 Penalty: 1430.238892
	Iteration 0F: 2 clusters Score -866641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -861658.812500 Penalty: 2860.477783
	Iteration 0F: 3 clusters Score -861658.8 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -863130.562500 Penalty: 2860.477783
	Iteration 1F: 3 clusters Score -863130.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -863296.187500 Penalty: 2860.477783
	Iteration 2F: 3 clusters Score -863296.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -863413.000000 Penalty: 2860.477783
	Iteration 3Q: 3 clusters Score -863413 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -863496.875000 Penalty: 2860.477783
	Iteration 4Q: 3 clusters Score -863496.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -863573.937500 Penalty: 2860.477783
	Iteration 5Q: 3 clusters Score -863573.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -863658.000000 Penalty: 2860.477783
	Iteration 6Q: 3 clusters Score -863658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -863740.437500 Penalty: 2860.477783
	Iteration 7Q: 3 clusters Score -863740.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -863838.250000 Penalty: 2860.477783
	Iteration 8Q: 3 clusters Score -863838.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -863940.937500 Penalty: 2860.477783
	Iteration 9Q: 3 clusters Score -863940.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -864062.062500 Penalty: 2860.477783
	Iteration 10Q: 3 clusters Score -864062.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -864179.875000 Penalty: 2860.477783
	Iteration 11Q: 3 clusters Score -864179.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -864285.000000 Penalty: 2860.477783
	Iteration 12Q: 3 clusters Score -864285 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -864401.687500 Penalty: 2860.477783
	Iteration 13Q: 3 clusters Score -864401.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -864510.625000 Penalty: 2860.477783
	Iteration 14Q: 3 clusters Score -864510.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -864610.500000 Penalty: 2860.477783
	Iteration 15Q: 3 clusters Score -864610.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -864704.437500 Penalty: 2860.477783
	Iteration 16Q: 3 clusters Score -864704.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -864779.187500 Penalty: 2860.477783
	Iteration 17Q: 3 clusters Score -864779.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -864832.250000 Penalty: 2860.477783
	Iteration 18Q: 3 clusters Score -864832.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -864871.625000 Penalty: 2860.477783
	Iteration 19Q: 3 clusters Score -864871.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -864905.750000 Penalty: 2860.477783
	Iteration 20F: 3 clusters Score -864905.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -864926.875000 Penalty: 2860.477783
	Iteration 21Q: 3 clusters Score -864926.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -864953.625000 Penalty: 2860.477783
	Iteration 22Q: 3 clusters Score -864953.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -864981.437500 Penalty: 2860.477783
	Iteration 23Q: 3 clusters Score -864981.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -865014.562500 Penalty: 2860.477783
	Iteration 24Q: 3 clusters Score -865014.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -865040.375000 Penalty: 2860.477783
	Iteration 25Q: 3 clusters Score -865040.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -865058.062500 Penalty: 2860.477783
	Iteration 26Q: 3 clusters Score -865058.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -865083.000000 Penalty: 2860.477783
	Iteration 27Q: 3 clusters Score -865083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -865097.625000 Penalty: 2860.477783
	Iteration 28Q: 3 clusters Score -865097.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -865111.875000 Penalty: 2860.477783
	Iteration 29Q: 3 clusters Score -865111.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -865124.875000 Penalty: 2860.477783
	Iteration 30Q: 3 clusters Score -865124.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -865132.375000 Penalty: 2860.477783
	Iteration 31Q: 3 clusters Score -865132.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -865141.750000 Penalty: 2860.477783
	Iteration 32Q: 3 clusters Score -865141.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -865148.500000 Penalty: 2860.477783
	Iteration 33Q: 3 clusters Score -865148.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -865160.375000 Penalty: 2860.477783
	Iteration 34Q: 3 clusters Score -865160.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -865166.687500 Penalty: 2860.477783
	Iteration 35Q: 3 clusters Score -865166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -865172.437500 Penalty: 2860.477783
	Iteration 36Q: 3 clusters Score -865172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -865178.375000 Penalty: 2860.477783
	Iteration 37Q: 3 clusters Score -865178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -865184.125000 Penalty: 2860.477783
	Iteration 38Q: 3 clusters Score -865184.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -865192.500000 Penalty: 2860.477783
	Iteration 39Q: 3 clusters Score -865192.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -865194.312500 Penalty: 2860.477783
	Iteration 40F: 3 clusters Score -865194.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -865197.062500 Penalty: 2860.477783
	Iteration 41Q: 3 clusters Score -865197.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -865200.812500 Penalty: 2860.477783
	Iteration 42Q: 3 clusters Score -865200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -865202.875000 Penalty: 2860.477783
	Iteration 43Q: 3 clusters Score -865202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -865203.500000 Penalty: 2860.477783
	Iteration 44Q: 3 clusters Score -865203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -865206.750000 Penalty: 2860.477783
	Iteration 45Q: 3 clusters Score -865206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -865209.875000 Penalty: 2860.477783
	Iteration 46Q: 3 clusters Score -865209.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -865211.062500 Penalty: 2860.477783
	Iteration 47Q: 3 clusters Score -865211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -865212.937500 Penalty: 2860.477783
	Iteration 48Q: 3 clusters Score -865212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -865213.562500 Penalty: 2860.477783
	Iteration 49Q: 3 clusters Score -865213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -865213.562500 Penalty: 2860.477783
	Iteration 50F: 3 clusters Score -865213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -251348.453125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -251348.5 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 943 members 
Entering Unmasked Estep 
Score: -249326.046875 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -249326 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -249734.656250 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -249734.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -249843.703125 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -249843.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249909.765625 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -249909.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249947.906250 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -249947.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -249982.000000 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -249982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250013.718750 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -250013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -250034.484375 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -250034.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250050.109375 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -250050.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -250060.437500 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -250060.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -250071.421875 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -250071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -250085.625000 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -250085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -250099.968750 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -250100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -250114.546875 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -250114.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -250124.765625 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -250124.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -250143.343750 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -250143.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -250156.937500 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -250156.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -250174.640625 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -250174.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -250192.593750 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -250192.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -250205.093750 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -250205.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -250215.078125 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -250215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -250225.109375 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -250225.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -250235.984375 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -250236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -250245.656250 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -250245.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -250250.437500 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -250250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -250250.437500 Penalty: 2456.178711
	Iteration 25F: 3 clusters Score -250250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -682101.687500 Penalty: 1389.162354
	Iteration 0F: 2 clusters Score -682101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -678092.500000 Penalty: 2778.324707
	Iteration 0F: 3 clusters Score -678092.5 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -679219.000000 Penalty: 2778.324707
	Iteration 1F: 3 clusters Score -679219 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -679400.812500 Penalty: 2778.324707
	Iteration 2F: 3 clusters Score -679400.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -679555.187500 Penalty: 2778.324707
	Iteration 3F: 3 clusters Score -679555.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -679715.437500 Penalty: 2778.324707
	Iteration 4F: 3 clusters Score -679715.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -679861.562500 Penalty: 2778.324707
	Iteration 5Q: 3 clusters Score -679861.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -679993.250000 Penalty: 2778.324707
	Iteration 6Q: 3 clusters Score -679993.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -680118.750000 Penalty: 2778.324707
	Iteration 7Q: 3 clusters Score -680118.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -680237.687500 Penalty: 2778.324707
	Iteration 8Q: 3 clusters Score -680237.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -680360.437500 Penalty: 2778.324707
	Iteration 9Q: 3 clusters Score -680360.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -680493.062500 Penalty: 2778.324707
	Iteration 10Q: 3 clusters Score -680493.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -680590.500000 Penalty: 2778.324707
	Iteration 11Q: 3 clusters Score -680590.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -680657.437500 Penalty: 2778.324707
	Iteration 12Q: 3 clusters Score -680657.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -680704.312500 Penalty: 2778.324707
	Iteration 13Q: 3 clusters Score -680704.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -680740.750000 Penalty: 2778.324707
	Iteration 14Q: 3 clusters Score -680740.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -680762.312500 Penalty: 2778.324707
	Iteration 15Q: 3 clusters Score -680762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -680780.312500 Penalty: 2778.324707
	Iteration 16Q: 3 clusters Score -680780.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -680800.187500 Penalty: 2778.324707
	Iteration 17Q: 3 clusters Score -680800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -680818.312500 Penalty: 2778.324707
	Iteration 18Q: 3 clusters Score -680818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -680830.687500 Penalty: 2778.324707
	Iteration 19Q: 3 clusters Score -680830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -680835.875000 Penalty: 2778.324707
	Iteration 20F: 3 clusters Score -680835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -680841.187500 Penalty: 2778.324707
	Iteration 21Q: 3 clusters Score -680841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -680842.312500 Penalty: 2778.324707
	Iteration 22Q: 3 clusters Score -680842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -680845.562500 Penalty: 2778.324707
	Iteration 23Q: 3 clusters Score -680845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -680849.750000 Penalty: 2778.324707
	Iteration 24Q: 3 clusters Score -680849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -680850.875000 Penalty: 2778.324707
	Iteration 25Q: 3 clusters Score -680850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -680850.875000 Penalty: 2778.324707
	Iteration 26Q: 3 clusters Score -680850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -680852.312500 Penalty: 2778.324707
	Iteration 27Q: 3 clusters Score -680852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -680853.250000 Penalty: 2778.324707
	Iteration 28Q: 3 clusters Score -680853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -680853.750000 Penalty: 2778.324707
	Iteration 29Q: 3 clusters Score -680853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -680854.750000 Penalty: 2778.324707
	Iteration 30Q: 3 clusters Score -680854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -680857.687500 Penalty: 2778.324707
	Iteration 31Q: 3 clusters Score -680857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -680860.000000 Penalty: 2778.324707
	Iteration 32Q: 3 clusters Score -680860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -680860.000000 Penalty: 2778.324707
	Iteration 33F: 3 clusters Score -680860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -524494.500000 Penalty: 1345.821167
	Iteration 0F: 2 clusters Score -524494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -521266.375000 Penalty: 2691.642334
	Iteration 0F: 3 clusters Score -521266.4 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -522163.562500 Penalty: 2691.642334
	Iteration 1F: 3 clusters Score -522163.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -522381.937500 Penalty: 2691.642334
	Iteration 2F: 3 clusters Score -522381.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -522527.500000 Penalty: 2691.642334
	Iteration 3F: 3 clusters Score -522527.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -522638.062500 Penalty: 2691.642334
	Iteration 4F: 3 clusters Score -522638.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -522716.000000 Penalty: 2691.642334
	Iteration 5Q: 3 clusters Score -522716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -522775.218750 Penalty: 2691.642334
	Iteration 6Q: 3 clusters Score -522775.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -522846.000000 Penalty: 2691.642334
	Iteration 7Q: 3 clusters Score -522846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -522919.906250 Penalty: 2691.642334
	Iteration 8Q: 3 clusters Score -522919.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -523007.593750 Penalty: 2691.642334
	Iteration 9Q: 3 clusters Score -523007.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -523123.968750 Penalty: 2691.642334
	Iteration 10Q: 3 clusters Score -523124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -523277.062500 Penalty: 2691.642334
	Iteration 11Q: 3 clusters Score -523277.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -523420.156250 Penalty: 2691.642334
	Iteration 12Q: 3 clusters Score -523420.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -523571.218750 Penalty: 2691.642334
	Iteration 13Q: 3 clusters Score -523571.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -523683.875000 Penalty: 2691.642334
	Iteration 14Q: 3 clusters Score -523683.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -523770.343750 Penalty: 2691.642334
	Iteration 15Q: 3 clusters Score -523770.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -523837.781250 Penalty: 2691.642334
	Iteration 16Q: 3 clusters Score -523837.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -523875.062500 Penalty: 2691.642334
	Iteration 17Q: 3 clusters Score -523875.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -523888.156250 Penalty: 2691.642334
	Iteration 18Q: 3 clusters Score -523888.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -523895.687500 Penalty: 2691.642334
	Iteration 19Q: 3 clusters Score -523895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -523897.937500 Penalty: 2691.642334
	Iteration 20F: 3 clusters Score -523897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -523901.500000 Penalty: 2691.642334
	Iteration 21Q: 3 clusters Score -523901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -523902.093750 Penalty: 2691.642334
	Iteration 22Q: 3 clusters Score -523902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -523903.406250 Penalty: 2691.642334
	Iteration 23Q: 3 clusters Score -523903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -523904.312500 Penalty: 2691.642334
	Iteration 24Q: 3 clusters Score -523904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -523904.312500 Penalty: 2691.642334
	Iteration 25F: 3 clusters Score -523904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Entering Unmasked Estep 
Score: -3695870.250000 Penalty: 1661.931763
	Iteration 0F: 2 clusters Score -3695870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3677331.000000 Penalty: 3323.863525
	Iteration 0F: 3 clusters Score -3677331 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3684246.000000 Penalty: 3323.863525
	Iteration 1F: 3 clusters Score -3684246 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3684811.000000 Penalty: 3323.863525
	Iteration 2Q: 3 clusters Score -3684811 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3685599.250000 Penalty: 3323.863525
	Iteration 3F: 3 clusters Score -3685599 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3686930.750000 Penalty: 3323.863525
	Iteration 4F: 3 clusters Score -3686931 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3688956.250000 Penalty: 3323.863525
	Iteration 5F: 3 clusters Score -3688956 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3691370.000000 Penalty: 3323.863525
	Iteration 6F: 3 clusters Score -3691370 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3693305.750000 Penalty: 3323.863525
	Iteration 7F: 3 clusters Score -3693306 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3694305.000000 Penalty: 3323.863525
	Iteration 8Q: 3 clusters Score -3694305 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3694800.500000 Penalty: 3323.863525
	Iteration 9Q: 3 clusters Score -3694800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3694982.750000 Penalty: 3323.863525
	Iteration 10Q: 3 clusters Score -3694983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3695070.000000 Penalty: 3323.863525
	Iteration 11Q: 3 clusters Score -3695070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3695094.000000 Penalty: 3323.863525
	Iteration 12Q: 3 clusters Score -3695094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3695106.000000 Penalty: 3323.863525
	Iteration 13Q: 3 clusters Score -3695106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3695114.000000 Penalty: 3323.863525
	Iteration 14Q: 3 clusters Score -3695114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3695115.750000 Penalty: 3323.863525
	Iteration 15Q: 3 clusters Score -3695116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3695111.250000 Penalty: 3323.863525
	Iteration 16Q: 3 clusters Score -3695111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3695110.000000 Penalty: 3323.863525
	Iteration 17Q: 3 clusters Score -3695110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3695115.500000 Penalty: 3323.863525
	Iteration 18Q: 3 clusters Score -3695116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3695116.000000 Penalty: 3323.863525
	Iteration 19Q: 3 clusters Score -3695116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3695117.750000 Penalty: 3323.863525
	Iteration 20F: 3 clusters Score -3695118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Entering Unmasked Estep 
Score: -7404382.500000 Penalty: 1775.891235
	Iteration 0F: 2 clusters Score -7404382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7367541.000000 Penalty: 3551.782471
	Iteration 0F: 3 clusters Score -7367541 nChanged 26076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -7382002.000000 Penalty: 3551.782471
	Iteration 1F: 3 clusters Score -7382002 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -7382377.500000 Penalty: 3551.782471
	Iteration 2Q: 3 clusters Score -7382378 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -7382886.000000 Penalty: 3551.782471
	Iteration 3Q: 3 clusters Score -7382886 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7383443.500000 Penalty: 3551.782471
	Iteration 4Q: 3 clusters Score -7383444 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -7384090.500000 Penalty: 3551.782471
	Iteration 5Q: 3 clusters Score -7384090 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -7384971.000000 Penalty: 3551.782471
	Iteration 6Q: 3 clusters Score -7384971 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -7386064.500000 Penalty: 3551.782471
	Iteration 7Q: 3 clusters Score -7386064 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -7387443.000000 Penalty: 3551.782471
	Iteration 8F: 3 clusters Score -7387443 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -7389052.000000 Penalty: 3551.782471
	Iteration 9F: 3 clusters Score -7389052 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -7390831.500000 Penalty: 3551.782471
	Iteration 10F: 3 clusters Score -7390832 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -7392827.500000 Penalty: 3551.782471
	Iteration 11F: 3 clusters Score -7392828 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -7395031.000000 Penalty: 3551.782471
	Iteration 12F: 3 clusters Score -7395031 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -7397263.000000 Penalty: 3551.782471
	Iteration 13F: 3 clusters Score -7397263 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7399099.500000 Penalty: 3551.782471
	Iteration 14Q: 3 clusters Score -7399100 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7400475.500000 Penalty: 3551.782471
	Iteration 15Q: 3 clusters Score -7400476 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7401401.500000 Penalty: 3551.782471
	Iteration 16Q: 3 clusters Score -7401402 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7401942.500000 Penalty: 3551.782471
	Iteration 17Q: 3 clusters Score -7401942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7402208.500000 Penalty: 3551.782471
	Iteration 18Q: 3 clusters Score -7402208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7402410.500000 Penalty: 3551.782471
	Iteration 19Q: 3 clusters Score -7402410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7402538.500000 Penalty: 3551.782471
	Iteration 20F: 3 clusters Score -7402538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7402604.000000 Penalty: 3551.782471
	Iteration 21Q: 3 clusters Score -7402604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7402673.000000 Penalty: 3551.782471
	Iteration 22Q: 3 clusters Score -7402673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7402722.500000 Penalty: 3551.782471
	Iteration 23Q: 3 clusters Score -7402722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7402738.000000 Penalty: 3551.782471
	Iteration 24Q: 3 clusters Score -7402738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7402756.500000 Penalty: 3551.782471
	Iteration 25Q: 3 clusters Score -7402756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7402758.500000 Penalty: 3551.782471
	Iteration 26Q: 3 clusters Score -7402758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7402774.500000 Penalty: 3551.782471
	Iteration 27Q: 3 clusters Score -7402774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7402775.000000 Penalty: 3551.782471
	Iteration 28Q: 3 clusters Score -7402775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7402778.000000 Penalty: 3551.782471
	Iteration 29Q: 3 clusters Score -7402778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7402789.000000 Penalty: 3551.782471
	Iteration 30Q: 3 clusters Score -7402789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7402807.000000 Penalty: 3551.782471
	Iteration 31Q: 3 clusters Score -7402807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7402826.500000 Penalty: 3551.782471
	Iteration 32Q: 3 clusters Score -7402826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7402827.000000 Penalty: 3551.782471
	Iteration 33Q: 3 clusters Score -7402827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7402837.000000 Penalty: 3551.782471
	Iteration 34Q: 3 clusters Score -7402837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7402833.500000 Penalty: 3551.782471
	Iteration 35Q: 3 clusters Score -7402834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7402838.000000 Penalty: 3551.782471
	Iteration 36Q: 3 clusters Score -7402838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7402853.000000 Penalty: 3551.782471
	Iteration 37Q: 3 clusters Score -7402853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7402848.000000 Penalty: 3551.782471
	Iteration 38Q: 3 clusters Score -7402848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7402856.500000 Penalty: 3551.782471
	Iteration 39Q: 3 clusters Score -7402856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7402863.500000 Penalty: 3551.782471
	Iteration 40F: 3 clusters Score -7402864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7402867.500000 Penalty: 3551.782471
	Iteration 41Q: 3 clusters Score -7402868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7402867.000000 Penalty: 3551.782471
	Iteration 42Q: 3 clusters Score -7402867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7402872.000000 Penalty: 3551.782471
	Iteration 43Q: 3 clusters Score -7402872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7402872.000000 Penalty: 3551.782471
	Iteration 44F: 3 clusters Score -7402872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -34712.539062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -34712.54 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 136 members 
Entering Unmasked Estep 
Score: -33836.238281 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -33836.24 nChanged 46
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: -33935.343750 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -33935.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33972.660156 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -33972.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33976.078125 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -33976.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33978.546875 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -33978.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33982.125000 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -33982.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33982.125000 Penalty: 1821.885620
	Iteration 6F: 3 clusters Score -33982.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -234652.734375 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -234652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232660.125000 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -232660.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -233103.734375 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -233103.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -233241.328125 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -233241.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -233297.968750 Penalty: 2433.877197
	Iteration 3F: 3 clusters Score -233298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233340.906250 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -233340.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -233386.437500 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -233386.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -233424.000000 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -233424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -233455.250000 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -233455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -233469.578125 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -233469.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -233479.000000 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -233479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -233488.968750 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -233489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -233499.484375 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -233499.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -233510.468750 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -233510.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -233527.093750 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -233527.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -233549.656250 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -233549.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -233579.828125 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -233579.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -233610.687500 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -233610.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -233635.750000 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -233635.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -233653.312500 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -233653.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -233669.828125 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -233669.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -233680.000000 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -233680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -233690.875000 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -233690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -233701.953125 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -233702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -233708.296875 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -233708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -233715.218750 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -233715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -233719.031250 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -233719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -233722.656250 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -233722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -233724.515625 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -233724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -233726.078125 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -233726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -233726.359375 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -233726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -233727.906250 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -233727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -233729.375000 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -233729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -233731.781250 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -233731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -233734.468750 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -233734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -233737.234375 Penalty: 2433.877197
	Iteration 34Q: 3 clusters Score -233737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -233746.453125 Penalty: 2433.877197
	Iteration 35Q: 3 clusters Score -233746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -233757.671875 Penalty: 2433.877197
	Iteration 36Q: 3 clusters Score -233757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -233763.781250 Penalty: 2433.877197
	Iteration 37Q: 3 clusters Score -233763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -233772.046875 Penalty: 2433.877197
	Iteration 38Q: 3 clusters Score -233772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -233777.062500 Penalty: 2433.877197
	Iteration 39Q: 3 clusters Score -233777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -233778.078125 Penalty: 2433.877197
	Iteration 40F: 3 clusters Score -233778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -233781.296875 Penalty: 2433.877197
	Iteration 41Q: 3 clusters Score -233781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -233787.796875 Penalty: 2433.877197
	Iteration 42Q: 3 clusters Score -233787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -233789.812500 Penalty: 2433.877197
	Iteration 43Q: 3 clusters Score -233789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -233790.812500 Penalty: 2433.877197
	Iteration 44Q: 3 clusters Score -233790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -233790.812500 Penalty: 2433.877197
	Iteration 45F: 3 clusters Score -233790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6341.283691 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -6341.284 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 64 members 
Entering Unmasked Estep 
Score: -5712.788574 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -5712.789 nChanged 14
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: -5794.876465 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -5794.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5799.051758 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -5799.052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5799.051758 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -5799.052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -215592.218750 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -215592.2 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 834 members 
Entering Unmasked Estep 
Score: -213742.390625 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -213742.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -214144.937500 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -214144.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -214241.968750 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -214242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214295.359375 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -214295.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -214337.390625 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -214337.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -214385.421875 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -214385.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -214433.531250 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -214433.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214475.484375 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -214475.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -214519.421875 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -214519.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -214566.671875 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -214566.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -214619.406250 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -214619.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -214668.843750 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -214668.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -214730.468750 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -214730.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214779.234375 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -214779.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -214814.250000 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -214814.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -214832.734375 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -214832.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -214845.250000 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -214845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -214857.109375 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -214857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -214862.296875 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -214862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -214866.046875 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -214866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -214868.453125 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -214868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -214871.593750 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -214871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -214874.406250 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -214874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -214878.828125 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -214878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -214880.359375 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -214880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -214881.625000 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -214881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214882.687500 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -214882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214882.687500 Penalty: 2415.172363
	Iteration 27F: 3 clusters Score -214882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -354506.968750 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -354507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -351941.125000 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -351941.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -352613.281250 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -352613.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -352741.750000 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -352741.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352818.062500 Penalty: 2574.970459
	Iteration 3Q: 3 clusters Score -352818.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -352870.125000 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -352870.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -352903.125000 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -352903.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -352929.687500 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -352929.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -352945.843750 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -352945.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352957.562500 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -352957.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -352973.593750 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -352973.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352991.812500 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -352991.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -353015.031250 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -353015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -353039.906250 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -353039.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -353062.593750 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -353062.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -353082.781250 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -353082.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -353097.687500 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -353097.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -353111.906250 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -353111.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -353126.718750 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -353126.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -353145.531250 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -353145.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -353166.062500 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -353166.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -353187.312500 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -353187.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -353212.437500 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -353212.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -353244.781250 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -353244.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -353274.187500 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -353274.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -353294.812500 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -353294.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -353306.562500 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -353306.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -353321.843750 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -353321.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -353340.406250 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -353340.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -353360.187500 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -353360.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -353374.781250 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -353374.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -353385.656250 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -353385.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -353390.843750 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -353390.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -353398.500000 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -353398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -353408.187500 Penalty: 2574.970459
	Iteration 33Q: 3 clusters Score -353408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -353416.125000 Penalty: 2574.970459
	Iteration 34Q: 3 clusters Score -353416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -353422.750000 Penalty: 2574.970459
	Iteration 35Q: 3 clusters Score -353422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -353429.406250 Penalty: 2574.970459
	Iteration 36Q: 3 clusters Score -353429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -353437.125000 Penalty: 2574.970459
	Iteration 37Q: 3 clusters Score -353437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -353441.093750 Penalty: 2574.970459
	Iteration 38Q: 3 clusters Score -353441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -353444.375000 Penalty: 2574.970459
	Iteration 39Q: 3 clusters Score -353444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -353444.406250 Penalty: 2574.970459
	Iteration 40F: 3 clusters Score -353444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -353444.812500 Penalty: 2574.970459
	Iteration 41Q: 3 clusters Score -353444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -353444.812500 Penalty: 2574.970459
	Iteration 42F: 3 clusters Score -353444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161412.906250 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161412.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161697.781250 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161697.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161812.781250 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161812.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161862.265625 Penalty: 2263.036865
	Iteration 3F: 3 clusters Score -161862.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161894.265625 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -161894.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -161935.890625 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -161935.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161987.781250 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -161987.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -162046.281250 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162046.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -162087.812500 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162137.218750 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -162183.484375 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162183.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -162216.781250 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -162236.078125 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -162253.375000 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162267.343750 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -162275.750000 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162290.609375 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162303.125000 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -162313.921875 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -162324.500000 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -162324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162332.640625 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -162332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162339.250000 Penalty: 2263.036865
	Iteration 21Q: 3 clusters Score -162339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162348.656250 Penalty: 2263.036865
	Iteration 22Q: 3 clusters Score -162348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162358.765625 Penalty: 2263.036865
	Iteration 23Q: 3 clusters Score -162358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162366.437500 Penalty: 2263.036865
	Iteration 24Q: 3 clusters Score -162366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162375.781250 Penalty: 2263.036865
	Iteration 25Q: 3 clusters Score -162375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162379.281250 Penalty: 2263.036865
	Iteration 26Q: 3 clusters Score -162379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162381.375000 Penalty: 2263.036865
	Iteration 27Q: 3 clusters Score -162381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -162383.968750 Penalty: 2263.036865
	Iteration 28Q: 3 clusters Score -162384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162386.937500 Penalty: 2263.036865
	Iteration 29Q: 3 clusters Score -162386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162387.859375 Penalty: 2263.036865
	Iteration 30Q: 3 clusters Score -162387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162387.859375 Penalty: 2263.036865
	Iteration 31F: 3 clusters Score -162387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -463246.312500 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -463246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -460136.437500 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -460136.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -461323.562500 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -461323.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -461800.406250 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -461800.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -462145.062500 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -462145.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -462391.593750 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -462391.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -462541.937500 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -462541.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -462649.937500 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -462649.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -462727.937500 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -462727.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -462786.937500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -462786.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -462836.218750 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -462836.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -462868.906250 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -462868.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -462886.968750 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -462887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -462898.218750 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -462898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -462905.625000 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -462905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -462908.875000 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -462908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -462910.593750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -462910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -462911.718750 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -462911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -462911.156250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -462911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -462911.625000 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -462911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -462911.625000 Penalty: 2662.315430
	Iteration 19F: 3 clusters Score -462911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -169076.109375 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -169076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -167405.906250 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -167405.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167837.156250 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -167837.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -167974.906250 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -167974.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -168056.843750 Penalty: 2344.235352
	Iteration 3F: 3 clusters Score -168056.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168126.812500 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -168126.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168196.000000 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -168196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168265.937500 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -168265.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168330.765625 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -168330.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168397.093750 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -168397.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -168455.312500 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -168455.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168523.359375 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -168523.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -168568.093750 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -168568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -168597.671875 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -168597.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168611.109375 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -168611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168623.062500 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -168623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -168633.578125 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -168633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168641.843750 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -168641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -168646.515625 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -168646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168647.703125 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -168647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168649.046875 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -168649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -168652.796875 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -168652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -168657.000000 Penalty: 2344.235352
	Iteration 21Q: 3 clusters Score -168657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -168661.578125 Penalty: 2344.235352
	Iteration 22Q: 3 clusters Score -168661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -168661.578125 Penalty: 2344.235352
	Iteration 23F: 3 clusters Score -168661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -20245.320312 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -20245.32 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: -19591.246094 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19591.25 nChanged 42
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: -19696.798828 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19696.8 nChanged 9
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: -19739.265625 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -19739.27 nChanged 5
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: -19757.978516 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -19757.98 nChanged 4
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: -19773.339844 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -19773.34 nChanged 1
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: -19773.972656 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -19773.97 nChanged 2
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: -19775.533203 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -19775.53 nChanged 0
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: -19775.533203 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -19775.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -52082.207031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -52082.21 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 204 members 
Entering Unmasked Estep 
Score: -51114.453125 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -51114.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51250.812500 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -51250.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51310.160156 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -51310.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51330.886719 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -51330.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51339.308594 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -51339.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51350.976562 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -51350.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51361.109375 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -51361.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51367.476562 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -51367.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51368.734375 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -51368.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51368.734375 Penalty: 1962.307983
	Iteration 9F: 3 clusters Score -51368.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -65311.63 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 284 members 
Entering Unmasked Estep 
Score: -64251.136719 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -64251.14 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64471.945312 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -64471.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64529.769531 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -64529.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64562.441406 Penalty: 2039.297729
	Iteration 3Q: 3 clusters Score -64562.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64578.765625 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -64578.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64585.953125 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -64585.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64592.218750 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -64592.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64592.218750 Penalty: 2039.297729
	Iteration 7F: 3 clusters Score -64592.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -141264.187500 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -141264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139773.828125 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -139773.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140055.843750 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -140055.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -140131.140625 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -140131.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140184.046875 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -140184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140223.984375 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -140224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -140274.093750 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -140274.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140319.109375 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -140319.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140368.546875 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -140368.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -140420.093750 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -140420.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -140483.078125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -140483.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140554.625000 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -140554.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140596.078125 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -140596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140615.578125 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -140615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -140629.515625 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -140629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140630.328125 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -140630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140633.265625 Penalty: 2276.586670
	Iteration 15F: 3 clusters Score -140633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -140646.421875 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -140646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -140659.531250 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -140659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -140663.890625 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -140663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140666.781250 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -140666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -140667.687500 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -140667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140669.578125 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -140669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -140672.265625 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -140672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -140672.265625 Penalty: 2276.586670
	Iteration 23F: 3 clusters Score -140672.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -63511.707031 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -63511.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62533.960938 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -62533.96 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62752.503906 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -62752.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62886.550781 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -62886.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62954.179688 Penalty: 2011.185791
	Iteration 3F: 3 clusters Score -62954.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62990.179688 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -62990.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63028.265625 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -63028.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63060.410156 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -63060.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -63077.261719 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -63077.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -63081.617188 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -63081.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63085.492188 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -63085.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63093.363281 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -63093.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63095.066406 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -63095.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63095.066406 Penalty: 2011.185791
	Iteration 12F: 3 clusters Score -63095.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -7795.812012 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -7795.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7233.974609 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -7233.975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7268.778809 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -7268.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7274.620605 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -7274.621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7275.508301 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -7275.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7275.508301 Penalty: 1536.401123
	Iteration 4F: 3 clusters Score -7275.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -259177.156250 Penalty: 1232.112183
	Iteration 0F: 2 clusters Score -259177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -257118.937500 Penalty: 2464.224365
	Iteration 0F: 3 clusters Score -257118.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -257618.359375 Penalty: 2464.224365
	Iteration 1F: 3 clusters Score -257618.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257774.718750 Penalty: 2464.224365
	Iteration 2F: 3 clusters Score -257774.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -257893.031250 Penalty: 2464.224365
	Iteration 3F: 3 clusters Score -257893 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -257980.312500 Penalty: 2464.224365
	Iteration 4Q: 3 clusters Score -257980.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -258032.687500 Penalty: 2464.224365
	Iteration 5Q: 3 clusters Score -258032.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -258071.515625 Penalty: 2464.224365
	Iteration 6Q: 3 clusters Score -258071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -258101.281250 Penalty: 2464.224365
	Iteration 7Q: 3 clusters Score -258101.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -258123.578125 Penalty: 2464.224365
	Iteration 8Q: 3 clusters Score -258123.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -258139.859375 Penalty: 2464.224365
	Iteration 9Q: 3 clusters Score -258139.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -258154.875000 Penalty: 2464.224365
	Iteration 10Q: 3 clusters Score -258154.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -258164.546875 Penalty: 2464.224365
	Iteration 11Q: 3 clusters Score -258164.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -258170.734375 Penalty: 2464.224365
	Iteration 12Q: 3 clusters Score -258170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258174.640625 Penalty: 2464.224365
	Iteration 13Q: 3 clusters Score -258174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -258180.328125 Penalty: 2464.224365
	Iteration 14Q: 3 clusters Score -258180.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -258187.046875 Penalty: 2464.224365
	Iteration 15Q: 3 clusters Score -258187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -258193.875000 Penalty: 2464.224365
	Iteration 16Q: 3 clusters Score -258193.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -258200.265625 Penalty: 2464.224365
	Iteration 17Q: 3 clusters Score -258200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -258206.953125 Penalty: 2464.224365
	Iteration 18Q: 3 clusters Score -258207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -258211.437500 Penalty: 2464.224365
	Iteration 19Q: 3 clusters Score -258211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -258216.406250 Penalty: 2464.224365
	Iteration 20F: 3 clusters Score -258216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -258218.906250 Penalty: 2464.224365
	Iteration 21Q: 3 clusters Score -258218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -258221.140625 Penalty: 2464.224365
	Iteration 22Q: 3 clusters Score -258221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -258223.328125 Penalty: 2464.224365
	Iteration 23Q: 3 clusters Score -258223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -258224.187500 Penalty: 2464.224365
	Iteration 24Q: 3 clusters Score -258224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -258225.281250 Penalty: 2464.224365
	Iteration 25Q: 3 clusters Score -258225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -258226.437500 Penalty: 2464.224365
	Iteration 26Q: 3 clusters Score -258226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -258226.937500 Penalty: 2464.224365
	Iteration 27Q: 3 clusters Score -258226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -258226.937500 Penalty: 2464.224365
	Iteration 28F: 3 clusters Score -258226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Entering Unmasked Estep 
Score: -10038934.000000 Penalty: 1821.646118
	Iteration 0F: 2 clusters Score -1.003893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -9992798.000000 Penalty: 3643.292236
	Iteration 0F: 3 clusters Score -9992798 nChanged 35026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -10012636.000000 Penalty: 3643.292236
	Iteration 1F: 3 clusters Score -1.001264e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -10013677.000000 Penalty: 3643.292236
	Iteration 2Q: 3 clusters Score -1.001368e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -10015135.000000 Penalty: 3643.292236
	Iteration 3Q: 3 clusters Score -1.001514e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -10017784.000000 Penalty: 3643.292236
	Iteration 4F: 3 clusters Score -1.001778e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -10021828.000000 Penalty: 3643.292236
	Iteration 5F: 3 clusters Score -1.002183e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -10026878.000000 Penalty: 3643.292236
	Iteration 6F: 3 clusters Score -1.002688e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -10032293.000000 Penalty: 3643.292236
	Iteration 7F: 3 clusters Score -1.003229e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -10035959.000000 Penalty: 3643.292236
	Iteration 8F: 3 clusters Score -1.003596e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -10037782.000000 Penalty: 3643.292236
	Iteration 9Q: 3 clusters Score -1.003778e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -10038563.000000 Penalty: 3643.292236
	Iteration 10Q: 3 clusters Score -1.003856e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -10038878.000000 Penalty: 3643.292236
	Iteration 11Q: 3 clusters Score -1.003888e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -10039084.000000 Penalty: 3643.292236
	Iteration 12Q: 3 clusters Score -1.003908e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -10039219.000000 Penalty: 3643.292236
	Iteration 13Q: 3 clusters Score -1.003922e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -10039322.000000 Penalty: 3643.292236
	Iteration 14Q: 3 clusters Score -1.003932e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -10039362.000000 Penalty: 3643.292236
	Iteration 15Q: 3 clusters Score -1.003936e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -10039359.000000 Penalty: 3643.292236
	Iteration 16Q: 3 clusters Score -1.003936e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -10039355.000000 Penalty: 3643.292236
	Iteration 17Q: 3 clusters Score -1.003936e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -10039317.000000 Penalty: 3643.292236
	Iteration 18Q: 3 clusters Score -1.003932e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -10039271.000000 Penalty: 3643.292236
	Iteration 19Q: 3 clusters Score -1.003927e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -10039313.000000 Penalty: 3643.292236
	Iteration 20F: 3 clusters Score -1.003931e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10039297.000000 Penalty: 3643.292236
	Iteration 21Q: 3 clusters Score -1.00393e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -10039302.000000 Penalty: 3643.292236
	Iteration 22Q: 3 clusters Score -1.00393e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -10039306.000000 Penalty: 3643.292236
	Iteration 23Q: 3 clusters Score -1.003931e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -10039247.000000 Penalty: 3643.292236
	Iteration 24Q: 3 clusters Score -1.003925e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -10039248.000000 Penalty: 3643.292236
	Iteration 25Q: 3 clusters Score -1.003925e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -10039187.000000 Penalty: 3643.292236
	Iteration 26Q: 3 clusters Score -1.003919e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -10039182.000000 Penalty: 3643.292236
	Iteration 27Q: 3 clusters Score -1.003918e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -10039171.000000 Penalty: 3643.292236
	Iteration 28Q: 3 clusters Score -1.003917e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -10039163.000000 Penalty: 3643.292236
	Iteration 29Q: 3 clusters Score -1.003916e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -10039160.000000 Penalty: 3643.292236
	Iteration 30Q: 3 clusters Score -1.003916e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -10039144.000000 Penalty: 3643.292236
	Iteration 31Q: 3 clusters Score -1.003914e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -10039136.000000 Penalty: 3643.292236
	Iteration 32Q: 3 clusters Score -1.003914e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -10039129.000000 Penalty: 3643.292236
	Iteration 33Q: 3 clusters Score -1.003913e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -10039100.000000 Penalty: 3643.292236
	Iteration 34Q: 3 clusters Score -1.00391e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -10039069.000000 Penalty: 3643.292236
	Iteration 35Q: 3 clusters Score -1.003907e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -10039040.000000 Penalty: 3643.292236
	Iteration 36Q: 3 clusters Score -1.003904e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -10039004.000000 Penalty: 3643.292236
	Iteration 37Q: 3 clusters Score -1.0039e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -10038975.000000 Penalty: 3643.292236
	Iteration 38Q: 3 clusters Score -1.003898e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10038929.000000 Penalty: 3643.292236
	Iteration 39Q: 3 clusters Score -1.003893e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -10038927.000000 Penalty: 3643.292236
	Iteration 40F: 3 clusters Score -1.003893e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -10038912.000000 Penalty: 3643.292236
	Iteration 41Q: 3 clusters Score -1.003891e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10038910.000000 Penalty: 3643.292236
	Iteration 42Q: 3 clusters Score -1.003891e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -10038883.000000 Penalty: 3643.292236
	Iteration 43Q: 3 clusters Score -1.003888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -10038885.000000 Penalty: 3643.292236
	Iteration 44Q: 3 clusters Score -1.003888e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -10038873.000000 Penalty: 3643.292236
	Iteration 45Q: 3 clusters Score -1.003887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -10038846.000000 Penalty: 3643.292236
	Iteration 46Q: 3 clusters Score -1.003885e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -10038860.000000 Penalty: 3643.292236
	Iteration 47Q: 3 clusters Score -1.003886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -10038865.000000 Penalty: 3643.292236
	Iteration 48Q: 3 clusters Score -1.003886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10038855.000000 Penalty: 3643.292236
	Iteration 49Q: 3 clusters Score -1.003886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -10038842.000000 Penalty: 3643.292236
	Iteration 50Q: 3 clusters Score -1.003884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -10038821.000000 Penalty: 3643.292236
	Iteration 51Q: 3 clusters Score -1.003882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -10038822.000000 Penalty: 3643.292236
	Iteration 52Q: 3 clusters Score -1.003882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10038807.000000 Penalty: 3643.292236
	Iteration 53Q: 3 clusters Score -1.003881e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -10038777.000000 Penalty: 3643.292236
	Iteration 54Q: 3 clusters Score -1.003878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10038766.000000 Penalty: 3643.292236
	Iteration 55Q: 3 clusters Score -1.003877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10038774.000000 Penalty: 3643.292236
	Iteration 56Q: 3 clusters Score -1.003877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -10038783.000000 Penalty: 3643.292236
	Iteration 57Q: 3 clusters Score -1.003878e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -10038774.000000 Penalty: 3643.292236
	Iteration 58Q: 3 clusters Score -1.003877e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10038778.000000 Penalty: 3643.292236
	Iteration 59Q: 3 clusters Score -1.003878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10038743.000000 Penalty: 3643.292236
	Iteration 60F: 3 clusters Score -1.003874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10038740.000000 Penalty: 3643.292236
	Iteration 61Q: 3 clusters Score -1.003874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10038737.000000 Penalty: 3643.292236
	Iteration 62Q: 3 clusters Score -1.003874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10038737.000000 Penalty: 3643.292236
	Iteration 63Q: 3 clusters Score -1.003874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -10038723.000000 Penalty: 3643.292236
	Iteration 64Q: 3 clusters Score -1.003872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -10038720.000000 Penalty: 3643.292236
	Iteration 65Q: 3 clusters Score -1.003872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10038718.000000 Penalty: 3643.292236
	Iteration 66Q: 3 clusters Score -1.003872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -10038709.000000 Penalty: 3643.292236
	Iteration 67Q: 3 clusters Score -1.003871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10038691.000000 Penalty: 3643.292236
	Iteration 68Q: 3 clusters Score -1.003869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -10038690.000000 Penalty: 3643.292236
	Iteration 69Q: 3 clusters Score -1.003869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -10038696.000000 Penalty: 3643.292236
	Iteration 70Q: 3 clusters Score -1.00387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -10038690.000000 Penalty: 3643.292236
	Iteration 71Q: 3 clusters Score -1.003869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -10038681.000000 Penalty: 3643.292236
	Iteration 72Q: 3 clusters Score -1.003868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -10038676.000000 Penalty: 3643.292236
	Iteration 73Q: 3 clusters Score -1.003868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10038668.000000 Penalty: 3643.292236
	Iteration 74Q: 3 clusters Score -1.003867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -10038654.000000 Penalty: 3643.292236
	Iteration 75Q: 3 clusters Score -1.003865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10038657.000000 Penalty: 3643.292236
	Iteration 76Q: 3 clusters Score -1.003866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10038653.000000 Penalty: 3643.292236
	Iteration 77Q: 3 clusters Score -1.003865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -10038644.000000 Penalty: 3643.292236
	Iteration 78Q: 3 clusters Score -1.003864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -10038642.000000 Penalty: 3643.292236
	Iteration 79Q: 3 clusters Score -1.003864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10038635.000000 Penalty: 3643.292236
	Iteration 80F: 3 clusters Score -1.003864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10038633.000000 Penalty: 3643.292236
	Iteration 81Q: 3 clusters Score -1.003863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10038638.000000 Penalty: 3643.292236
	Iteration 82Q: 3 clusters Score -1.003864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10038638.000000 Penalty: 3643.292236
	Iteration 83Q: 3 clusters Score -1.003864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10038642.000000 Penalty: 3643.292236
	Iteration 84Q: 3 clusters Score -1.003864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -10038637.000000 Penalty: 3643.292236
	Iteration 85Q: 3 clusters Score -1.003864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10038638.000000 Penalty: 3643.292236
	Iteration 86Q: 3 clusters Score -1.003864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10038638.000000 Penalty: 3643.292236
	Iteration 87F: 3 clusters Score -1.003864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -172702.500000 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -172702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -171053.156250 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -171053.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -171398.296875 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -171398.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171500.781250 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -171500.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171556.937500 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -171556.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171609.171875 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -171609.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171634.640625 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -171634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171656.218750 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -171656.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -171679.656250 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -171679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171703.000000 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -171703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171714.156250 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -171714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171726.546875 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -171726.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171740.812500 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -171740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171753.453125 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -171753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171756.468750 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -171756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171757.046875 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -171757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171757.281250 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -171757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171758.453125 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -171758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171760.765625 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -171760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -171761.062500 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -171761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -171761.062500 Penalty: 2341.831299
	Iteration 19F: 3 clusters Score -171761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -379898.437500 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -379898.4 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 1496 members 
Entering Unmasked Estep 
Score: -377220.468750 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -377220.5 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -377866.500000 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -377866.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -378002.187500 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -378002.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -378091.875000 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -378091.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378153.687500 Penalty: 2593.841064
	Iteration 4Q: 3 clusters Score -378153.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378198.531250 Penalty: 2593.841064
	Iteration 5Q: 3 clusters Score -378198.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -378240.125000 Penalty: 2593.841064
	Iteration 6Q: 3 clusters Score -378240.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -378277.750000 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -378277.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -378315.718750 Penalty: 2593.841064
	Iteration 8Q: 3 clusters Score -378315.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -378359.656250 Penalty: 2593.841064
	Iteration 9Q: 3 clusters Score -378359.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -378421.000000 Penalty: 2593.841064
	Iteration 10Q: 3 clusters Score -378421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -378526.031250 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -378526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -378606.906250 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -378606.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -378664.937500 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -378664.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -378722.562500 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -378722.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -378757.937500 Penalty: 2593.841064
	Iteration 15Q: 3 clusters Score -378757.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -378775.156250 Penalty: 2593.841064
	Iteration 16Q: 3 clusters Score -378775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -378785.875000 Penalty: 2593.841064
	Iteration 17Q: 3 clusters Score -378785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -378793.437500 Penalty: 2593.841064
	Iteration 18Q: 3 clusters Score -378793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -378799.375000 Penalty: 2593.841064
	Iteration 19Q: 3 clusters Score -378799.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -378806.343750 Penalty: 2593.841064
	Iteration 20F: 3 clusters Score -378806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -378810.906250 Penalty: 2593.841064
	Iteration 21Q: 3 clusters Score -378810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -378817.093750 Penalty: 2593.841064
	Iteration 22Q: 3 clusters Score -378817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -378823.218750 Penalty: 2593.841064
	Iteration 23Q: 3 clusters Score -378823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378829.781250 Penalty: 2593.841064
	Iteration 24Q: 3 clusters Score -378829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378834.750000 Penalty: 2593.841064
	Iteration 25Q: 3 clusters Score -378834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -378840.156250 Penalty: 2593.841064
	Iteration 26Q: 3 clusters Score -378840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -378846.281250 Penalty: 2593.841064
	Iteration 27Q: 3 clusters Score -378846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -378850.218750 Penalty: 2593.841064
	Iteration 28Q: 3 clusters Score -378850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -378853.250000 Penalty: 2593.841064
	Iteration 29Q: 3 clusters Score -378853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -378854.875000 Penalty: 2593.841064
	Iteration 30Q: 3 clusters Score -378854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -378858.125000 Penalty: 2593.841064
	Iteration 31Q: 3 clusters Score -378858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -378859.375000 Penalty: 2593.841064
	Iteration 32Q: 3 clusters Score -378859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -378861.562500 Penalty: 2593.841064
	Iteration 33Q: 3 clusters Score -378861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -378862.781250 Penalty: 2593.841064
	Iteration 34Q: 3 clusters Score -378862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -378864.343750 Penalty: 2593.841064
	Iteration 35Q: 3 clusters Score -378864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -378865.406250 Penalty: 2593.841064
	Iteration 36Q: 3 clusters Score -378865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -378868.218750 Penalty: 2593.841064
	Iteration 37Q: 3 clusters Score -378868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -378869.968750 Penalty: 2593.841064
	Iteration 38Q: 3 clusters Score -378870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -378873.093750 Penalty: 2593.841064
	Iteration 39Q: 3 clusters Score -378873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378876.343750 Penalty: 2593.841064
	Iteration 40F: 3 clusters Score -378876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -378880.468750 Penalty: 2593.841064
	Iteration 41Q: 3 clusters Score -378880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -378886.531250 Penalty: 2593.841064
	Iteration 42Q: 3 clusters Score -378886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -378890.687500 Penalty: 2593.841064
	Iteration 43Q: 3 clusters Score -378890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -378893.687500 Penalty: 2593.841064
	Iteration 44Q: 3 clusters Score -378893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -378896.062500 Penalty: 2593.841064
	Iteration 45Q: 3 clusters Score -378896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -378899.718750 Penalty: 2593.841064
	Iteration 46Q: 3 clusters Score -378899.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -378904.187500 Penalty: 2593.841064
	Iteration 47Q: 3 clusters Score -378904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378912.406250 Penalty: 2593.841064
	Iteration 48Q: 3 clusters Score -378912.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378922.937500 Penalty: 2593.841064
	Iteration 49Q: 3 clusters Score -378922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378934.093750 Penalty: 2593.841064
	Iteration 50Q: 3 clusters Score -378934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -378941.875000 Penalty: 2593.841064
	Iteration 51Q: 3 clusters Score -378941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -378949.500000 Penalty: 2593.841064
	Iteration 52Q: 3 clusters Score -378949.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -378955.906250 Penalty: 2593.841064
	Iteration 53Q: 3 clusters Score -378955.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378961.343750 Penalty: 2593.841064
	Iteration 54Q: 3 clusters Score -378961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -378963.750000 Penalty: 2593.841064
	Iteration 55Q: 3 clusters Score -378963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378966.781250 Penalty: 2593.841064
	Iteration 56Q: 3 clusters Score -378966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -378971.031250 Penalty: 2593.841064
	Iteration 57Q: 3 clusters Score -378971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378977.031250 Penalty: 2593.841064
	Iteration 58Q: 3 clusters Score -378977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -378981.343750 Penalty: 2593.841064
	Iteration 59Q: 3 clusters Score -378981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378987.468750 Penalty: 2593.841064
	Iteration 60F: 3 clusters Score -378987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -378992.875000 Penalty: 2593.841064
	Iteration 61Q: 3 clusters Score -378992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -379000.906250 Penalty: 2593.841064
	Iteration 62Q: 3 clusters Score -379000.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -379008.406250 Penalty: 2593.841064
	Iteration 63Q: 3 clusters Score -379008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -379019.750000 Penalty: 2593.841064
	Iteration 64Q: 3 clusters Score -379019.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -379034.093750 Penalty: 2593.841064
	Iteration 65Q: 3 clusters Score -379034.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379050.031250 Penalty: 2593.841064
	Iteration 66Q: 3 clusters Score -379050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -379067.656250 Penalty: 2593.841064
	Iteration 67Q: 3 clusters Score -379067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -379080.937500 Penalty: 2593.841064
	Iteration 68Q: 3 clusters Score -379080.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379098.156250 Penalty: 2593.841064
	Iteration 69Q: 3 clusters Score -379098.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -379117.875000 Penalty: 2593.841064
	Iteration 70Q: 3 clusters Score -379117.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -379138.125000 Penalty: 2593.841064
	Iteration 71Q: 3 clusters Score -379138.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -379160.562500 Penalty: 2593.841064
	Iteration 72Q: 3 clusters Score -379160.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -379180.937500 Penalty: 2593.841064
	Iteration 73Q: 3 clusters Score -379180.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -379200.812500 Penalty: 2593.841064
	Iteration 74Q: 3 clusters Score -379200.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -379236.093750 Penalty: 2593.841064
	Iteration 75Q: 3 clusters Score -379236.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -379281.687500 Penalty: 2593.841064
	Iteration 76Q: 3 clusters Score -379281.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -379343.406250 Penalty: 2593.841064
	Iteration 77Q: 3 clusters Score -379343.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -379398.875000 Penalty: 2593.841064
	Iteration 78Q: 3 clusters Score -379398.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -379444.875000 Penalty: 2593.841064
	Iteration 79Q: 3 clusters Score -379444.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -379471.812500 Penalty: 2593.841064
	Iteration 80F: 3 clusters Score -379471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -379481.187500 Penalty: 2593.841064
	Iteration 81Q: 3 clusters Score -379481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -379485.906250 Penalty: 2593.841064
	Iteration 82Q: 3 clusters Score -379485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -379487.875000 Penalty: 2593.841064
	Iteration 83Q: 3 clusters Score -379487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -379490.093750 Penalty: 2593.841064
	Iteration 84Q: 3 clusters Score -379490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -379494.531250 Penalty: 2593.841064
	Iteration 85Q: 3 clusters Score -379494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -379495.968750 Penalty: 2593.841064
	Iteration 86Q: 3 clusters Score -379496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379498.125000 Penalty: 2593.841064
	Iteration 87Q: 3 clusters Score -379498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -379498.593750 Penalty: 2593.841064
	Iteration 88Q: 3 clusters Score -379498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -379498.750000 Penalty: 2593.841064
	Iteration 89Q: 3 clusters Score -379498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -379499.687500 Penalty: 2593.841064
	Iteration 90Q: 3 clusters Score -379499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -379500.375000 Penalty: 2593.841064
	Iteration 91Q: 3 clusters Score -379500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -379501.562500 Penalty: 2593.841064
	Iteration 92Q: 3 clusters Score -379501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -379501.781250 Penalty: 2593.841064
	Iteration 93Q: 3 clusters Score -379501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -379502.156250 Penalty: 2593.841064
	Iteration 94Q: 3 clusters Score -379502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -379502.156250 Penalty: 2593.841064
	Iteration 95F: 3 clusters Score -379502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -372991.937500 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -372991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -370382.968750 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -370383 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -371076.062500 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -371076.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -371247.562500 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -371247.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -371369.906250 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -371369.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -371432.093750 Penalty: 2585.399170
	Iteration 4Q: 3 clusters Score -371432.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -371480.781250 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -371480.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -371534.062500 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -371534.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -371573.187500 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -371573.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -371617.156250 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -371617.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -371652.312500 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -371652.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -371683.437500 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -371683.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -371715.031250 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -371715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -371747.375000 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -371747.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -371778.843750 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -371778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -371802.906250 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -371802.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -371824.625000 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -371824.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -371842.968750 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -371843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -371859.875000 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -371859.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -371876.781250 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -371876.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -371892.250000 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -371892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -371906.718750 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -371906.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -371920.093750 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -371920.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -371932.343750 Penalty: 2585.399170
	Iteration 22Q: 3 clusters Score -371932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -371945.593750 Penalty: 2585.399170
	Iteration 23Q: 3 clusters Score -371945.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -371968.906250 Penalty: 2585.399170
	Iteration 24Q: 3 clusters Score -371968.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -371986.500000 Penalty: 2585.399170
	Iteration 25Q: 3 clusters Score -371986.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -371995.531250 Penalty: 2585.399170
	Iteration 26Q: 3 clusters Score -371995.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -372003.781250 Penalty: 2585.399170
	Iteration 27Q: 3 clusters Score -372003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -372011.062500 Penalty: 2585.399170
	Iteration 28Q: 3 clusters Score -372011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -372015.062500 Penalty: 2585.399170
	Iteration 29Q: 3 clusters Score -372015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -372017.156250 Penalty: 2585.399170
	Iteration 30Q: 3 clusters Score -372017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -372018.375000 Penalty: 2585.399170
	Iteration 31Q: 3 clusters Score -372018.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -372019.750000 Penalty: 2585.399170
	Iteration 32Q: 3 clusters Score -372019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -372020.343750 Penalty: 2585.399170
	Iteration 33Q: 3 clusters Score -372020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -372020.625000 Penalty: 2585.399170
	Iteration 34Q: 3 clusters Score -372020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -372022.000000 Penalty: 2585.399170
	Iteration 35Q: 3 clusters Score -372022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -372022.687500 Penalty: 2585.399170
	Iteration 36Q: 3 clusters Score -372022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -372024.593750 Penalty: 2585.399170
	Iteration 37Q: 3 clusters Score -372024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -372025.718750 Penalty: 2585.399170
	Iteration 38Q: 3 clusters Score -372025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -372026.937500 Penalty: 2585.399170
	Iteration 39Q: 3 clusters Score -372026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372028.750000 Penalty: 2585.399170
	Iteration 40F: 3 clusters Score -372028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372029.468750 Penalty: 2585.399170
	Iteration 41Q: 3 clusters Score -372029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372029.875000 Penalty: 2585.399170
	Iteration 42Q: 3 clusters Score -372029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372030.750000 Penalty: 2585.399170
	Iteration 43Q: 3 clusters Score -372030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372030.750000 Penalty: 2585.399170
	Iteration 44F: 3 clusters Score -372030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -152829.265625 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -152829.3 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 553 members 
Entering Unmasked Estep 
Score: -151281.171875 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151281.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -151554.859375 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151554.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -151648.375000 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -151648.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151695.750000 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -151695.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151718.765625 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -151718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151734.718750 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -151734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151747.453125 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -151747.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151760.468750 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -151760.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151771.312500 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -151771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151779.265625 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -151779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151785.359375 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -151785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151786.750000 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -151786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151787.140625 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -151787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151787.687500 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -151787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151788.531250 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -151788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151789.625000 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -151789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -151789.781250 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -151789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -151789.781250 Penalty: 2294.096436
	Iteration 17F: 3 clusters Score -151789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -661908.937500 Penalty: 1380.428955
	Iteration 0F: 2 clusters Score -661908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -658039.750000 Penalty: 2760.857910
	Iteration 0F: 3 clusters Score -658039.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -659127.250000 Penalty: 2760.857910
	Iteration 1F: 3 clusters Score -659127.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -659286.375000 Penalty: 2760.857910
	Iteration 2F: 3 clusters Score -659286.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -659389.812500 Penalty: 2760.857910
	Iteration 3Q: 3 clusters Score -659389.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -659470.687500 Penalty: 2760.857910
	Iteration 4Q: 3 clusters Score -659470.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -659553.937500 Penalty: 2760.857910
	Iteration 5Q: 3 clusters Score -659553.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -659641.875000 Penalty: 2760.857910
	Iteration 6Q: 3 clusters Score -659641.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -659740.187500 Penalty: 2760.857910
	Iteration 7Q: 3 clusters Score -659740.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -659859.500000 Penalty: 2760.857910
	Iteration 8Q: 3 clusters Score -659859.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -659966.500000 Penalty: 2760.857910
	Iteration 9Q: 3 clusters Score -659966.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -660073.000000 Penalty: 2760.857910
	Iteration 10Q: 3 clusters Score -660073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -660166.500000 Penalty: 2760.857910
	Iteration 11Q: 3 clusters Score -660166.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -660243.687500 Penalty: 2760.857910
	Iteration 12Q: 3 clusters Score -660243.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -660309.875000 Penalty: 2760.857910
	Iteration 13Q: 3 clusters Score -660309.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -660364.875000 Penalty: 2760.857910
	Iteration 14Q: 3 clusters Score -660364.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -660396.625000 Penalty: 2760.857910
	Iteration 15Q: 3 clusters Score -660396.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -660423.750000 Penalty: 2760.857910
	Iteration 16Q: 3 clusters Score -660423.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -660446.375000 Penalty: 2760.857910
	Iteration 17Q: 3 clusters Score -660446.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -660465.062500 Penalty: 2760.857910
	Iteration 18Q: 3 clusters Score -660465.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -660478.312500 Penalty: 2760.857910
	Iteration 19Q: 3 clusters Score -660478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -660492.312500 Penalty: 2760.857910
	Iteration 20F: 3 clusters Score -660492.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -660499.250000 Penalty: 2760.857910
	Iteration 21Q: 3 clusters Score -660499.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -660507.625000 Penalty: 2760.857910
	Iteration 22Q: 3 clusters Score -660507.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -660515.812500 Penalty: 2760.857910
	Iteration 23Q: 3 clusters Score -660515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -660523.750000 Penalty: 2760.857910
	Iteration 24Q: 3 clusters Score -660523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -660529.750000 Penalty: 2760.857910
	Iteration 25Q: 3 clusters Score -660529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -660534.125000 Penalty: 2760.857910
	Iteration 26Q: 3 clusters Score -660534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -660538.125000 Penalty: 2760.857910
	Iteration 27Q: 3 clusters Score -660538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -660540.312500 Penalty: 2760.857910
	Iteration 28Q: 3 clusters Score -660540.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -660544.437500 Penalty: 2760.857910
	Iteration 29Q: 3 clusters Score -660544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -660546.750000 Penalty: 2760.857910
	Iteration 30Q: 3 clusters Score -660546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -660549.187500 Penalty: 2760.857910
	Iteration 31Q: 3 clusters Score -660549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -660552.562500 Penalty: 2760.857910
	Iteration 32Q: 3 clusters Score -660552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -660553.812500 Penalty: 2760.857910
	Iteration 33Q: 3 clusters Score -660553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -660553.812500 Penalty: 2760.857910
	Iteration 34F: 3 clusters Score -660553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186716.453125 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186716.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187073.875000 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187073.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -187166.734375 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187166.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -187210.984375 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -187211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187253.828125 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -187253.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187291.125000 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -187321.062500 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187321.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187345.125000 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187345.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187361.375000 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187361.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187383.390625 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187383.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187401.875000 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -187426.859375 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187447.015625 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187469.484375 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187469.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -187497.609375 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187497.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187537.562500 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187537.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187569.234375 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187596.156250 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187596.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187630.765625 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187650.359375 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -187650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187662.656250 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -187662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187675.406250 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -187675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187685.234375 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -187685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -187690.390625 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -187690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187692.546875 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -187692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187698.328125 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -187698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -187703.218750 Penalty: 2367.789795
	Iteration 26Q: 3 clusters Score -187703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -187705.250000 Penalty: 2367.789795
	Iteration 27Q: 3 clusters Score -187705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -187706.312500 Penalty: 2367.789795
	Iteration 28Q: 3 clusters Score -187706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187707.437500 Penalty: 2367.789795
	Iteration 29Q: 3 clusters Score -187707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187707.437500 Penalty: 2367.789795
	Iteration 30F: 3 clusters Score -187707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -195251.140625 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -195251.1 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 710 members 
Entering Unmasked Estep 
Score: -193523.281250 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -193523.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193869.140625 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -193869.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193954.296875 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -193954.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -194005.531250 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -194005.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194044.234375 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -194044.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -194077.187500 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -194077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -194095.765625 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -194095.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -194112.250000 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -194112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194125.578125 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -194125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -194130.468750 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -194130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194133.296875 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -194133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194136.562500 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -194136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194141.296875 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -194141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -194147.031250 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -194147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -194149.109375 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -194149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -194149.984375 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -194150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -194151.593750 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -194151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -194160.750000 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -194160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -194170.937500 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -194170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -194175.843750 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -194175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -194176.968750 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -194177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -194179.234375 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -194179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194181.375000 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -194181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194182.593750 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -194182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194182.593750 Penalty: 2371.334473
	Iteration 24F: 3 clusters Score -194182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32209.363281 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -32209.36 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 155 members 
Entering Unmasked Estep 
Score: -31410.132812 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -31410.13 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31629.441406 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -31629.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31754.599609 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -31754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31826.074219 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -31826.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31848.472656 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -31848.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31880.515625 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -31880.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31905.865234 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -31905.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31920.751953 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -31920.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31926.716797 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -31926.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31926.716797 Penalty: 1870.616211
	Iteration 9F: 3 clusters Score -31926.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Entering Unmasked Estep 
Score: -1483566.625000 Penalty: 1523.562622
	Iteration 0F: 2 clusters Score -1483567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1475293.625000 Penalty: 3047.125244
	Iteration 0F: 3 clusters Score -1475294 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1478153.375000 Penalty: 3047.125244
	Iteration 1F: 3 clusters Score -1478153 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1478599.875000 Penalty: 3047.125244
	Iteration 2F: 3 clusters Score -1478600 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1479016.625000 Penalty: 3047.125244
	Iteration 3F: 3 clusters Score -1479017 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1479439.625000 Penalty: 3047.125244
	Iteration 4F: 3 clusters Score -1479440 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1479922.625000 Penalty: 3047.125244
	Iteration 5F: 3 clusters Score -1479923 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1480441.375000 Penalty: 3047.125244
	Iteration 6F: 3 clusters Score -1480441 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1480950.375000 Penalty: 3047.125244
	Iteration 7F: 3 clusters Score -1480950 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1481350.750000 Penalty: 3047.125244
	Iteration 8Q: 3 clusters Score -1481351 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1481614.125000 Penalty: 3047.125244
	Iteration 9Q: 3 clusters Score -1481614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1481800.000000 Penalty: 3047.125244
	Iteration 10Q: 3 clusters Score -1481800 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1481924.875000 Penalty: 3047.125244
	Iteration 11Q: 3 clusters Score -1481925 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1482015.875000 Penalty: 3047.125244
	Iteration 12Q: 3 clusters Score -1482016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1482101.375000 Penalty: 3047.125244
	Iteration 13Q: 3 clusters Score -1482101 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1482183.250000 Penalty: 3047.125244
	Iteration 14Q: 3 clusters Score -1482183 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1482271.000000 Penalty: 3047.125244
	Iteration 15Q: 3 clusters Score -1482271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1482349.500000 Penalty: 3047.125244
	Iteration 16Q: 3 clusters Score -1482350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1482429.875000 Penalty: 3047.125244
	Iteration 17Q: 3 clusters Score -1482430 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1482502.625000 Penalty: 3047.125244
	Iteration 18Q: 3 clusters Score -1482503 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1482562.000000 Penalty: 3047.125244
	Iteration 19Q: 3 clusters Score -1482562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1482622.000000 Penalty: 3047.125244
	Iteration 20F: 3 clusters Score -1482622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1482668.250000 Penalty: 3047.125244
	Iteration 21Q: 3 clusters Score -1482668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1482706.250000 Penalty: 3047.125244
	Iteration 22Q: 3 clusters Score -1482706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1482740.375000 Penalty: 3047.125244
	Iteration 23Q: 3 clusters Score -1482740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1482774.125000 Penalty: 3047.125244
	Iteration 24Q: 3 clusters Score -1482774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1482798.625000 Penalty: 3047.125244
	Iteration 25Q: 3 clusters Score -1482799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1482822.750000 Penalty: 3047.125244
	Iteration 26Q: 3 clusters Score -1482823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1482847.500000 Penalty: 3047.125244
	Iteration 27Q: 3 clusters Score -1482848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1482866.875000 Penalty: 3047.125244
	Iteration 28Q: 3 clusters Score -1482867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1482882.000000 Penalty: 3047.125244
	Iteration 29Q: 3 clusters Score -1482882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1482894.625000 Penalty: 3047.125244
	Iteration 30Q: 3 clusters Score -1482895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1482904.375000 Penalty: 3047.125244
	Iteration 31Q: 3 clusters Score -1482904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1482917.375000 Penalty: 3047.125244
	Iteration 32Q: 3 clusters Score -1482917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1482923.500000 Penalty: 3047.125244
	Iteration 33Q: 3 clusters Score -1482924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1482926.625000 Penalty: 3047.125244
	Iteration 34Q: 3 clusters Score -1482927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1482936.125000 Penalty: 3047.125244
	Iteration 35Q: 3 clusters Score -1482936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1482941.500000 Penalty: 3047.125244
	Iteration 36Q: 3 clusters Score -1482942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1482942.000000 Penalty: 3047.125244
	Iteration 37Q: 3 clusters Score -1482942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1482944.000000 Penalty: 3047.125244
	Iteration 38Q: 3 clusters Score -1482944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1482942.875000 Penalty: 3047.125244
	Iteration 39Q: 3 clusters Score -1482943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1482945.750000 Penalty: 3047.125244
	Iteration 40F: 3 clusters Score -1482946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1482947.000000 Penalty: 3047.125244
	Iteration 41Q: 3 clusters Score -1482947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1482951.375000 Penalty: 3047.125244
	Iteration 42Q: 3 clusters Score -1482951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1482954.875000 Penalty: 3047.125244
	Iteration 43Q: 3 clusters Score -1482955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1482954.875000 Penalty: 3047.125244
	Iteration 44Q: 3 clusters Score -1482955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1482956.250000 Penalty: 3047.125244
	Iteration 45Q: 3 clusters Score -1482956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1482956.375000 Penalty: 3047.125244
	Iteration 46Q: 3 clusters Score -1482956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1482956.000000 Penalty: 3047.125244
	Iteration 47Q: 3 clusters Score -1482956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1482958.625000 Penalty: 3047.125244
	Iteration 48Q: 3 clusters Score -1482959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1482962.125000 Penalty: 3047.125244
	Iteration 49Q: 3 clusters Score -1482962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1482960.125000 Penalty: 3047.125244
	Iteration 50Q: 3 clusters Score -1482960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1482967.875000 Penalty: 3047.125244
	Iteration 51Q: 3 clusters Score -1482968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1482970.500000 Penalty: 3047.125244
	Iteration 52Q: 3 clusters Score -1482970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1482975.375000 Penalty: 3047.125244
	Iteration 53Q: 3 clusters Score -1482975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1482976.500000 Penalty: 3047.125244
	Iteration 54Q: 3 clusters Score -1482976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1482978.000000 Penalty: 3047.125244
	Iteration 55Q: 3 clusters Score -1482978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1482979.250000 Penalty: 3047.125244
	Iteration 56Q: 3 clusters Score -1482979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1482982.500000 Penalty: 3047.125244
	Iteration 57Q: 3 clusters Score -1482982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1482980.875000 Penalty: 3047.125244
	Iteration 58Q: 3 clusters Score -1482981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1482980.625000 Penalty: 3047.125244
	Iteration 59Q: 3 clusters Score -1482981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1482980.750000 Penalty: 3047.125244
	Iteration 60F: 3 clusters Score -1482981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1482983.000000 Penalty: 3047.125244
	Iteration 61Q: 3 clusters Score -1482983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1482983.000000 Penalty: 3047.125244
	Iteration 62F: 3 clusters Score -1482983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 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 133 members 
Entering Unmasked Estep 
Score: -51276.230469 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51276.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51362.039062 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51362.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51414.593750 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -51414.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -51442.195312 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51442.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -51450.492188 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51450.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -51462.257812 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51462.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -51474.433594 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -51474.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -51482.992188 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -51482.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51487.562500 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -51487.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51494.515625 Penalty: 1838.197388
	Iteration 9Q: 3 clusters Score -51494.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51495.156250 Penalty: 1838.197388
	Iteration 10Q: 3 clusters Score -51495.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51495.156250 Penalty: 1838.197388
	Iteration 11F: 3 clusters Score -51495.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -611096.187500 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -611096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -607466.375000 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -607466.4 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -608429.125000 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -608429.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -608560.125000 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -608560.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -608627.250000 Penalty: 2735.071289
	Iteration 3Q: 3 clusters Score -608627.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -608682.875000 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -608682.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -608733.375000 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -608733.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -608767.125000 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -608767.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -608797.750000 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -608797.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -608829.937500 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -608829.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -608871.687500 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -608871.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -608906.312500 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -608906.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -608944.500000 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -608944.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -608983.562500 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -608983.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -609023.937500 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -609023.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -609069.375000 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -609069.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -609112.562500 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -609112.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -609158.812500 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -609158.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -609218.000000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -609218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -609293.750000 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -609293.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -609381.750000 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -609381.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -609469.187500 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -609469.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -609528.562500 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -609528.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -609564.812500 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -609564.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -609602.062500 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -609602.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -609639.312500 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -609639.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -609675.187500 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -609675.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -609718.375000 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -609718.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -609744.312500 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -609744.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -609762.187500 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -609762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -609775.000000 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -609775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -609783.562500 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -609783.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -609796.500000 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -609796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -609805.750000 Penalty: 2735.071289
	Iteration 32Q: 3 clusters Score -609805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -609816.562500 Penalty: 2735.071289
	Iteration 33Q: 3 clusters Score -609816.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -609822.812500 Penalty: 2735.071289
	Iteration 34Q: 3 clusters Score -609822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -609826.875000 Penalty: 2735.071289
	Iteration 35Q: 3 clusters Score -609826.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -609832.625000 Penalty: 2735.071289
	Iteration 36Q: 3 clusters Score -609832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -609840.937500 Penalty: 2735.071289
	Iteration 37Q: 3 clusters Score -609840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -609844.000000 Penalty: 2735.071289
	Iteration 38Q: 3 clusters Score -609844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -609853.937500 Penalty: 2735.071289
	Iteration 39Q: 3 clusters Score -609853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -609864.437500 Penalty: 2735.071289
	Iteration 40F: 3 clusters Score -609864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -609874.187500 Penalty: 2735.071289
	Iteration 41Q: 3 clusters Score -609874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -609882.062500 Penalty: 2735.071289
	Iteration 42Q: 3 clusters Score -609882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -609893.375000 Penalty: 2735.071289
	Iteration 43Q: 3 clusters Score -609893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -609898.750000 Penalty: 2735.071289
	Iteration 44Q: 3 clusters Score -609898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -609903.687500 Penalty: 2735.071289
	Iteration 45Q: 3 clusters Score -609903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -609906.500000 Penalty: 2735.071289
	Iteration 46Q: 3 clusters Score -609906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -609910.750000 Penalty: 2735.071289
	Iteration 47Q: 3 clusters Score -609910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -609911.687500 Penalty: 2735.071289
	Iteration 48Q: 3 clusters Score -609911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -609913.250000 Penalty: 2735.071289
	Iteration 49Q: 3 clusters Score -609913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -609913.062500 Penalty: 2735.071289
	Iteration 50Q: 3 clusters Score -609913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -609915.625000 Penalty: 2735.071289
	Iteration 51Q: 3 clusters Score -609915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -609917.125000 Penalty: 2735.071289
	Iteration 52Q: 3 clusters Score -609917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -609917.125000 Penalty: 2735.071289
	Iteration 53F: 3 clusters Score -609917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -385555.250000 Penalty: 1308.135620
	Iteration 0F: 2 clusters Score -385555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -382733.156250 Penalty: 2616.271240
	Iteration 0F: 3 clusters Score -382733.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -383510.312500 Penalty: 2616.271240
	Iteration 1F: 3 clusters Score -383510.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -383690.718750 Penalty: 2616.271240
	Iteration 2F: 3 clusters Score -383690.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -383824.781250 Penalty: 2616.271240
	Iteration 3F: 3 clusters Score -383824.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -383906.281250 Penalty: 2616.271240
	Iteration 4Q: 3 clusters Score -383906.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -383966.187500 Penalty: 2616.271240
	Iteration 5Q: 3 clusters Score -383966.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -384012.468750 Penalty: 2616.271240
	Iteration 6Q: 3 clusters Score -384012.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -384049.062500 Penalty: 2616.271240
	Iteration 7Q: 3 clusters Score -384049.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -384096.687500 Penalty: 2616.271240
	Iteration 8Q: 3 clusters Score -384096.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -384131.093750 Penalty: 2616.271240
	Iteration 9Q: 3 clusters Score -384131.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -384162.281250 Penalty: 2616.271240
	Iteration 10Q: 3 clusters Score -384162.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -384195.687500 Penalty: 2616.271240
	Iteration 11Q: 3 clusters Score -384195.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -384233.156250 Penalty: 2616.271240
	Iteration 12Q: 3 clusters Score -384233.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -384277.593750 Penalty: 2616.271240
	Iteration 13Q: 3 clusters Score -384277.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -384313.593750 Penalty: 2616.271240
	Iteration 14Q: 3 clusters Score -384313.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -384333.531250 Penalty: 2616.271240
	Iteration 15Q: 3 clusters Score -384333.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -384356.312500 Penalty: 2616.271240
	Iteration 16Q: 3 clusters Score -384356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -384373.843750 Penalty: 2616.271240
	Iteration 17Q: 3 clusters Score -384373.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -384387.281250 Penalty: 2616.271240
	Iteration 18Q: 3 clusters Score -384387.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -384397.406250 Penalty: 2616.271240
	Iteration 19Q: 3 clusters Score -384397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -384405.156250 Penalty: 2616.271240
	Iteration 20F: 3 clusters Score -384405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -384418.750000 Penalty: 2616.271240
	Iteration 21Q: 3 clusters Score -384418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -384431.281250 Penalty: 2616.271240
	Iteration 22Q: 3 clusters Score -384431.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -384445.718750 Penalty: 2616.271240
	Iteration 23Q: 3 clusters Score -384445.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -384459.812500 Penalty: 2616.271240
	Iteration 24Q: 3 clusters Score -384459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -384468.906250 Penalty: 2616.271240
	Iteration 25Q: 3 clusters Score -384468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -384478.968750 Penalty: 2616.271240
	Iteration 26Q: 3 clusters Score -384479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -384485.343750 Penalty: 2616.271240
	Iteration 27Q: 3 clusters Score -384485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -384486.906250 Penalty: 2616.271240
	Iteration 28Q: 3 clusters Score -384486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -384487.718750 Penalty: 2616.271240
	Iteration 29Q: 3 clusters Score -384487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -384490.562500 Penalty: 2616.271240
	Iteration 30Q: 3 clusters Score -384490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -384490.312500 Penalty: 2616.271240
	Iteration 31Q: 3 clusters Score -384490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -384490.312500 Penalty: 2616.271240
	Iteration 32F: 3 clusters Score -384490.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -9027.887695 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -9027.888 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 150 members 
Entering Unmasked Estep 
Score: -8189.062500 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -8189.062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8333.414062 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -8333.414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8373.923828 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -8373.924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8392.616211 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -8392.616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8395.449219 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -8395.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8395.755859 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -8395.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8395.755859 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -8395.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Entering Unmasked Estep 
Score: -11341960.000000 Penalty: 1841.800659
	Iteration 0F: 2 clusters Score -1.134196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -11290454.000000 Penalty: 3683.601318
	Iteration 0F: 3 clusters Score -1.129045e+07 nChanged 40080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -11314118.000000 Penalty: 3683.601318
	Iteration 1F: 3 clusters Score -1.131412e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -11315368.000000 Penalty: 3683.601318
	Iteration 2Q: 3 clusters Score -1.131537e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -11317286.000000 Penalty: 3683.601318
	Iteration 3Q: 3 clusters Score -1.131729e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -11319901.000000 Penalty: 3683.601318
	Iteration 4F: 3 clusters Score -1.13199e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -11322887.000000 Penalty: 3683.601318
	Iteration 5F: 3 clusters Score -1.132289e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -11325933.000000 Penalty: 3683.601318
	Iteration 6F: 3 clusters Score -1.132593e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -11328265.000000 Penalty: 3683.601318
	Iteration 7F: 3 clusters Score -1.132826e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -11329847.000000 Penalty: 3683.601318
	Iteration 8Q: 3 clusters Score -1.132985e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -11330493.000000 Penalty: 3683.601318
	Iteration 9Q: 3 clusters Score -1.133049e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -11330894.000000 Penalty: 3683.601318
	Iteration 10Q: 3 clusters Score -1.133089e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -11331077.000000 Penalty: 3683.601318
	Iteration 11Q: 3 clusters Score -1.133108e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -11331242.000000 Penalty: 3683.601318
	Iteration 12Q: 3 clusters Score -1.133124e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -11331259.000000 Penalty: 3683.601318
	Iteration 13Q: 3 clusters Score -1.133126e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11331324.000000 Penalty: 3683.601318
	Iteration 14Q: 3 clusters Score -1.133132e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -11331395.000000 Penalty: 3683.601318
	Iteration 15Q: 3 clusters Score -1.13314e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -11331495.000000 Penalty: 3683.601318
	Iteration 16Q: 3 clusters Score -1.13315e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -11331662.000000 Penalty: 3683.601318
	Iteration 17Q: 3 clusters Score -1.133166e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -11331865.000000 Penalty: 3683.601318
	Iteration 18Q: 3 clusters Score -1.133186e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -11332062.000000 Penalty: 3683.601318
	Iteration 19Q: 3 clusters Score -1.133206e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -11332219.000000 Penalty: 3683.601318
	Iteration 20F: 3 clusters Score -1.133222e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -11332491.000000 Penalty: 3683.601318
	Iteration 21Q: 3 clusters Score -1.133249e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -11332763.000000 Penalty: 3683.601318
	Iteration 22Q: 3 clusters Score -1.133276e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -11333119.000000 Penalty: 3683.601318
	Iteration 23Q: 3 clusters Score -1.133312e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -11333574.000000 Penalty: 3683.601318
	Iteration 24Q: 3 clusters Score -1.133357e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -11334124.000000 Penalty: 3683.601318
	Iteration 25Q: 3 clusters Score -1.133412e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -11334743.000000 Penalty: 3683.601318
	Iteration 26Q: 3 clusters Score -1.133474e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -11335567.000000 Penalty: 3683.601318
	Iteration 27Q: 3 clusters Score -1.133557e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -11336447.000000 Penalty: 3683.601318
	Iteration 28Q: 3 clusters Score -1.133645e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -11337318.000000 Penalty: 3683.601318
	Iteration 29Q: 3 clusters Score -1.133732e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -11338389.000000 Penalty: 3683.601318
	Iteration 30Q: 3 clusters Score -1.133839e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -11339282.000000 Penalty: 3683.601318
	Iteration 31Q: 3 clusters Score -1.133928e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -11340007.000000 Penalty: 3683.601318
	Iteration 32Q: 3 clusters Score -1.134001e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -11340566.000000 Penalty: 3683.601318
	Iteration 33Q: 3 clusters Score -1.134057e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -11340856.000000 Penalty: 3683.601318
	Iteration 34Q: 3 clusters Score -1.134086e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 77463 members 
Entering Unmasked Estep 
Score: -11341165.000000 Penalty: 3683.601318
	Iteration 35Q: 3 clusters Score -1.134116e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -11341279.000000 Penalty: 3683.601318
	Iteration 36Q: 3 clusters Score -1.134128e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -11341333.000000 Penalty: 3683.601318
	Iteration 37Q: 3 clusters Score -1.134133e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -11341369.000000 Penalty: 3683.601318
	Iteration 38Q: 3 clusters Score -1.134137e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -11341408.000000 Penalty: 3683.601318
	Iteration 39Q: 3 clusters Score -1.134141e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -11341571.000000 Penalty: 3683.601318
	Iteration 40F: 3 clusters Score -1.134157e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -11341617.000000 Penalty: 3683.601318
	Iteration 41Q: 3 clusters Score -1.134162e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -11341646.000000 Penalty: 3683.601318
	Iteration 42Q: 3 clusters Score -1.134165e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -11341639.000000 Penalty: 3683.601318
	Iteration 43Q: 3 clusters Score -1.134164e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -11341622.000000 Penalty: 3683.601318
	Iteration 44Q: 3 clusters Score -1.134162e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -11341601.000000 Penalty: 3683.601318
	Iteration 45Q: 3 clusters Score -1.13416e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -11341594.000000 Penalty: 3683.601318
	Iteration 46Q: 3 clusters Score -1.134159e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -11341556.000000 Penalty: 3683.601318
	Iteration 47Q: 3 clusters Score -1.134156e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -11341575.000000 Penalty: 3683.601318
	Iteration 48Q: 3 clusters Score -1.134158e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -11341548.000000 Penalty: 3683.601318
	Iteration 49Q: 3 clusters Score -1.134155e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -11341518.000000 Penalty: 3683.601318
	Iteration 50Q: 3 clusters Score -1.134152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -11341511.000000 Penalty: 3683.601318
	Iteration 51Q: 3 clusters Score -1.134151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -11341521.000000 Penalty: 3683.601318
	Iteration 52Q: 3 clusters Score -1.134152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -11341514.000000 Penalty: 3683.601318
	Iteration 53Q: 3 clusters Score -1.134151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -11341517.000000 Penalty: 3683.601318
	Iteration 54Q: 3 clusters Score -1.134152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -11341524.000000 Penalty: 3683.601318
	Iteration 55Q: 3 clusters Score -1.134152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -11341530.000000 Penalty: 3683.601318
	Iteration 56Q: 3 clusters Score -1.134153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -11341530.000000 Penalty: 3683.601318
	Iteration 57Q: 3 clusters Score -1.134153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -11341530.000000 Penalty: 3683.601318
	Iteration 58Q: 3 clusters Score -1.134153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -11341528.000000 Penalty: 3683.601318
	Iteration 59Q: 3 clusters Score -1.134153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -11341532.000000 Penalty: 3683.601318
	Iteration 60F: 3 clusters Score -1.134153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -11341522.000000 Penalty: 3683.601318
	Iteration 61Q: 3 clusters Score -1.134152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -11341507.000000 Penalty: 3683.601318
	Iteration 62Q: 3 clusters Score -1.134151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -11341513.000000 Penalty: 3683.601318
	Iteration 63Q: 3 clusters Score -1.134151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -11341491.000000 Penalty: 3683.601318
	Iteration 64Q: 3 clusters Score -1.134149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -11341490.000000 Penalty: 3683.601318
	Iteration 65Q: 3 clusters Score -1.134149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -11341500.000000 Penalty: 3683.601318
	Iteration 66Q: 3 clusters Score -1.13415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -11341515.000000 Penalty: 3683.601318
	Iteration 67Q: 3 clusters Score -1.134152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -11341535.000000 Penalty: 3683.601318
	Iteration 68Q: 3 clusters Score -1.134154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -11341528.000000 Penalty: 3683.601318
	Iteration 69Q: 3 clusters Score -1.134153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -11341521.000000 Penalty: 3683.601318
	Iteration 70Q: 3 clusters Score -1.134152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -11341523.000000 Penalty: 3683.601318
	Iteration 71Q: 3 clusters Score -1.134152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -11341516.000000 Penalty: 3683.601318
	Iteration 72Q: 3 clusters Score -1.134152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -11341505.000000 Penalty: 3683.601318
	Iteration 73Q: 3 clusters Score -1.13415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -11341513.000000 Penalty: 3683.601318
	Iteration 74Q: 3 clusters Score -1.134151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -11341502.000000 Penalty: 3683.601318
	Iteration 75Q: 3 clusters Score -1.13415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -11341495.000000 Penalty: 3683.601318
	Iteration 76Q: 3 clusters Score -1.13415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -11341493.000000 Penalty: 3683.601318
	Iteration 77Q: 3 clusters Score -1.134149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -11341500.000000 Penalty: 3683.601318
	Iteration 78Q: 3 clusters Score -1.13415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -11341514.000000 Penalty: 3683.601318
	Iteration 79Q: 3 clusters Score -1.134151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -11341490.000000 Penalty: 3683.601318
	Iteration 80F: 3 clusters Score -1.134149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11341493.000000 Penalty: 3683.601318
	Iteration 81Q: 3 clusters Score -1.134149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -11341492.000000 Penalty: 3683.601318
	Iteration 82Q: 3 clusters Score -1.134149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -11341493.000000 Penalty: 3683.601318
	Iteration 83Q: 3 clusters Score -1.134149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -11341490.000000 Penalty: 3683.601318
	Iteration 84Q: 3 clusters Score -1.134149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -11341487.000000 Penalty: 3683.601318
	Iteration 85Q: 3 clusters Score -1.134149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -11341490.000000 Penalty: 3683.601318
	Iteration 86Q: 3 clusters Score -1.134149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -11341488.000000 Penalty: 3683.601318
	Iteration 87Q: 3 clusters Score -1.134149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -11341494.000000 Penalty: 3683.601318
	Iteration 88Q: 3 clusters Score -1.134149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -11341494.000000 Penalty: 3683.601318
	Iteration 89F: 3 clusters Score -1.134149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -274237.281250 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -274237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272116.625000 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -272116.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -272608.093750 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -272608.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272723.875000 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -272723.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272799.187500 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -272799.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272869.437500 Penalty: 2485.530518
	Iteration 4Q: 3 clusters Score -272869.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -272936.093750 Penalty: 2485.530518
	Iteration 5Q: 3 clusters Score -272936.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272980.625000 Penalty: 2485.530518
	Iteration 6Q: 3 clusters Score -272980.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273017.968750 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -273018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -273056.000000 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -273056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -273112.843750 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -273112.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273194.218750 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -273194.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -273267.000000 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -273267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -273351.343750 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -273351.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -273421.750000 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -273421.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -273496.125000 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -273496.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -273544.437500 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -273544.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -273597.093750 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -273597.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -273637.250000 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -273637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -273668.343750 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -273668.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -273681.125000 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -273681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -273684.406250 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -273684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -273685.937500 Penalty: 2485.530518
	Iteration 21Q: 3 clusters Score -273685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -273686.656250 Penalty: 2485.530518
	Iteration 22Q: 3 clusters Score -273686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -273690.406250 Penalty: 2485.530518
	Iteration 23Q: 3 clusters Score -273690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -273692.687500 Penalty: 2485.530518
	Iteration 24Q: 3 clusters Score -273692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -273692.656250 Penalty: 2485.530518
	Iteration 25Q: 3 clusters Score -273692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -273692.656250 Penalty: 2485.530518
	Iteration 26F: 3 clusters Score -273692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -143362.093750 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -143362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141755.343750 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -141755.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142187.812500 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -142187.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142355.171875 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -142355.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142472.000000 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -142472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -142558.312500 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -142558.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142602.109375 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -142602.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142633.062500 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -142633.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142659.218750 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -142659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142676.921875 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -142676.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142698.578125 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -142698.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142723.671875 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -142723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142735.156250 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -142735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142748.859375 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -142748.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142765.187500 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -142765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142773.328125 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -142773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142784.765625 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -142784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -142798.437500 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -142798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142812.281250 Penalty: 2326.010742
	Iteration 17Q: 3 clusters Score -142812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142819.937500 Penalty: 2326.010742
	Iteration 18Q: 3 clusters Score -142819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142821.953125 Penalty: 2326.010742
	Iteration 19Q: 3 clusters Score -142822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142824.250000 Penalty: 2326.010742
	Iteration 20F: 3 clusters Score -142824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142827.453125 Penalty: 2326.010742
	Iteration 21Q: 3 clusters Score -142827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142829.578125 Penalty: 2326.010742
	Iteration 22Q: 3 clusters Score -142829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142832.828125 Penalty: 2326.010742
	Iteration 23Q: 3 clusters Score -142832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142834.796875 Penalty: 2326.010742
	Iteration 24Q: 3 clusters Score -142834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142837.390625 Penalty: 2326.010742
	Iteration 25Q: 3 clusters Score -142837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142837.765625 Penalty: 2326.010742
	Iteration 26Q: 3 clusters Score -142837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142837.765625 Penalty: 2326.010742
	Iteration 27F: 3 clusters Score -142837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -29772.974609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -29772.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28991.716797 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28991.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29124.218750 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -29124.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29233.396484 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -29233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29302.531250 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -29302.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29352.990234 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -29352.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29441.144531 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -29441.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29459.593750 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -29459.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29481.994141 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -29481.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29514.578125 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -29514.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29530.503906 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -29530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29549.593750 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -29549.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29562.000000 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -29562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29579.611328 Penalty: 1824.266602
	Iteration 12Q: 3 clusters Score -29579.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29605.376953 Penalty: 1824.266602
	Iteration 13Q: 3 clusters Score -29605.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29610.910156 Penalty: 1824.266602
	Iteration 14Q: 3 clusters Score -29610.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29610.910156 Penalty: 1824.266602
	Iteration 15F: 3 clusters Score -29610.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Entering Unmasked Estep 
Score: -10146483.000000 Penalty: 1822.672363
	Iteration 0F: 2 clusters Score -1.014648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -10101055.000000 Penalty: 3645.344727
	Iteration 0F: 3 clusters Score -1.010106e+07 nChanged 35288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -10121383.000000 Penalty: 3645.344727
	Iteration 1F: 3 clusters Score -1.012138e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -10122317.000000 Penalty: 3645.344727
	Iteration 2Q: 3 clusters Score -1.012232e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10123580.000000 Penalty: 3645.344727
	Iteration 3Q: 3 clusters Score -1.012358e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -10125233.000000 Penalty: 3645.344727
	Iteration 4Q: 3 clusters Score -1.012523e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -10127313.000000 Penalty: 3645.344727
	Iteration 5Q: 3 clusters Score -1.012731e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -10130143.000000 Penalty: 3645.344727
	Iteration 6F: 3 clusters Score -1.013014e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -10133942.000000 Penalty: 3645.344727
	Iteration 7F: 3 clusters Score -1.013394e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -10138311.000000 Penalty: 3645.344727
	Iteration 8F: 3 clusters Score -1.013831e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -10141181.000000 Penalty: 3645.344727
	Iteration 9F: 3 clusters Score -1.014118e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -10142350.000000 Penalty: 3645.344727
	Iteration 10Q: 3 clusters Score -1.014235e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -10142997.000000 Penalty: 3645.344727
	Iteration 11Q: 3 clusters Score -1.0143e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -10143532.000000 Penalty: 3645.344727
	Iteration 12Q: 3 clusters Score -1.014353e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -10144050.000000 Penalty: 3645.344727
	Iteration 13Q: 3 clusters Score -1.014405e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -10144572.000000 Penalty: 3645.344727
	Iteration 14Q: 3 clusters Score -1.014457e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -10145022.000000 Penalty: 3645.344727
	Iteration 15Q: 3 clusters Score -1.014502e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -10145356.000000 Penalty: 3645.344727
	Iteration 16Q: 3 clusters Score -1.014536e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -10145640.000000 Penalty: 3645.344727
	Iteration 17Q: 3 clusters Score -1.014564e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -10145746.000000 Penalty: 3645.344727
	Iteration 18Q: 3 clusters Score -1.014575e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -10145870.000000 Penalty: 3645.344727
	Iteration 19Q: 3 clusters Score -1.014587e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -10145900.000000 Penalty: 3645.344727
	Iteration 20F: 3 clusters Score -1.01459e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -10145961.000000 Penalty: 3645.344727
	Iteration 21Q: 3 clusters Score -1.014596e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -10146080.000000 Penalty: 3645.344727
	Iteration 22Q: 3 clusters Score -1.014608e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -10146124.000000 Penalty: 3645.344727
	Iteration 23Q: 3 clusters Score -1.014612e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -10146179.000000 Penalty: 3645.344727
	Iteration 24Q: 3 clusters Score -1.014618e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -10146225.000000 Penalty: 3645.344727
	Iteration 25Q: 3 clusters Score -1.014622e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -10146278.000000 Penalty: 3645.344727
	Iteration 26Q: 3 clusters Score -1.014628e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -10146349.000000 Penalty: 3645.344727
	Iteration 27Q: 3 clusters Score -1.014635e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -10146386.000000 Penalty: 3645.344727
	Iteration 28Q: 3 clusters Score -1.014639e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -10146478.000000 Penalty: 3645.344727
	Iteration 29Q: 3 clusters Score -1.014648e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -10146494.000000 Penalty: 3645.344727
	Iteration 30Q: 3 clusters Score -1.014649e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -10146562.000000 Penalty: 3645.344727
	Iteration 31Q: 3 clusters Score -1.014656e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -10146650.000000 Penalty: 3645.344727
	Iteration 32Q: 3 clusters Score -1.014665e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -10146657.000000 Penalty: 3645.344727
	Iteration 33Q: 3 clusters Score -1.014666e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -10146734.000000 Penalty: 3645.344727
	Iteration 34Q: 3 clusters Score -1.014673e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -10146764.000000 Penalty: 3645.344727
	Iteration 35Q: 3 clusters Score -1.014676e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -10146839.000000 Penalty: 3645.344727
	Iteration 36Q: 3 clusters Score -1.014684e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -10146882.000000 Penalty: 3645.344727
	Iteration 37Q: 3 clusters Score -1.014688e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -10146869.000000 Penalty: 3645.344727
	Iteration 38Q: 3 clusters Score -1.014687e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -10146933.000000 Penalty: 3645.344727
	Iteration 39Q: 3 clusters Score -1.014693e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -10146979.000000 Penalty: 3645.344727
	Iteration 40F: 3 clusters Score -1.014698e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -10147054.000000 Penalty: 3645.344727
	Iteration 41Q: 3 clusters Score -1.014705e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10147246.000000 Penalty: 3645.344727
	Iteration 42Q: 3 clusters Score -1.014725e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -10147317.000000 Penalty: 3645.344727
	Iteration 43Q: 3 clusters Score -1.014732e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -10147366.000000 Penalty: 3645.344727
	Iteration 44Q: 3 clusters Score -1.014737e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -10147375.000000 Penalty: 3645.344727
	Iteration 45Q: 3 clusters Score -1.014738e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -10147417.000000 Penalty: 3645.344727
	Iteration 46Q: 3 clusters Score -1.014742e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -10147376.000000 Penalty: 3645.344727
	Iteration 47Q: 3 clusters Score -1.014738e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -10147361.000000 Penalty: 3645.344727
	Iteration 48Q: 3 clusters Score -1.014736e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -10147357.000000 Penalty: 3645.344727
	Iteration 49Q: 3 clusters Score -1.014736e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -10147354.000000 Penalty: 3645.344727
	Iteration 50Q: 3 clusters Score -1.014735e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -10147373.000000 Penalty: 3645.344727
	Iteration 51Q: 3 clusters Score -1.014737e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -10147333.000000 Penalty: 3645.344727
	Iteration 52Q: 3 clusters Score -1.014733e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -10147329.000000 Penalty: 3645.344727
	Iteration 53Q: 3 clusters Score -1.014733e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -10147276.000000 Penalty: 3645.344727
	Iteration 54Q: 3 clusters Score -1.014728e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10147234.000000 Penalty: 3645.344727
	Iteration 55Q: 3 clusters Score -1.014723e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -10147188.000000 Penalty: 3645.344727
	Iteration 56Q: 3 clusters Score -1.014719e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -10147131.000000 Penalty: 3645.344727
	Iteration 57Q: 3 clusters Score -1.014713e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -10147080.000000 Penalty: 3645.344727
	Iteration 58Q: 3 clusters Score -1.014708e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -10147050.000000 Penalty: 3645.344727
	Iteration 59Q: 3 clusters Score -1.014705e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10147008.000000 Penalty: 3645.344727
	Iteration 60F: 3 clusters Score -1.014701e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10146980.000000 Penalty: 3645.344727
	Iteration 61Q: 3 clusters Score -1.014698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -10146947.000000 Penalty: 3645.344727
	Iteration 62Q: 3 clusters Score -1.014695e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -10146905.000000 Penalty: 3645.344727
	Iteration 63Q: 3 clusters Score -1.01469e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10146889.000000 Penalty: 3645.344727
	Iteration 64Q: 3 clusters Score -1.014689e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -10146867.000000 Penalty: 3645.344727
	Iteration 65Q: 3 clusters Score -1.014687e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -10146854.000000 Penalty: 3645.344727
	Iteration 66Q: 3 clusters Score -1.014685e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10146844.000000 Penalty: 3645.344727
	Iteration 67Q: 3 clusters Score -1.014684e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -10146832.000000 Penalty: 3645.344727
	Iteration 68Q: 3 clusters Score -1.014683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -10146809.000000 Penalty: 3645.344727
	Iteration 69Q: 3 clusters Score -1.014681e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -10146778.000000 Penalty: 3645.344727
	Iteration 70Q: 3 clusters Score -1.014678e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -10146764.000000 Penalty: 3645.344727
	Iteration 71Q: 3 clusters Score -1.014676e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -10146768.000000 Penalty: 3645.344727
	Iteration 72Q: 3 clusters Score -1.014677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10146753.000000 Penalty: 3645.344727
	Iteration 73Q: 3 clusters Score -1.014675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -10146732.000000 Penalty: 3645.344727
	Iteration 74Q: 3 clusters Score -1.014673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10146733.000000 Penalty: 3645.344727
	Iteration 75Q: 3 clusters Score -1.014673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10146720.000000 Penalty: 3645.344727
	Iteration 76Q: 3 clusters Score -1.014672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -10146704.000000 Penalty: 3645.344727
	Iteration 77Q: 3 clusters Score -1.01467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -10146699.000000 Penalty: 3645.344727
	Iteration 78Q: 3 clusters Score -1.01467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10146693.000000 Penalty: 3645.344727
	Iteration 79Q: 3 clusters Score -1.014669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10146688.000000 Penalty: 3645.344727
	Iteration 80F: 3 clusters Score -1.014669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10146690.000000 Penalty: 3645.344727
	Iteration 81Q: 3 clusters Score -1.014669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -10146684.000000 Penalty: 3645.344727
	Iteration 82Q: 3 clusters Score -1.014668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10146689.000000 Penalty: 3645.344727
	Iteration 83Q: 3 clusters Score -1.014669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10146685.000000 Penalty: 3645.344727
	Iteration 84Q: 3 clusters Score -1.014668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -10146686.000000 Penalty: 3645.344727
	Iteration 85Q: 3 clusters Score -1.014669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -10146671.000000 Penalty: 3645.344727
	Iteration 86Q: 3 clusters Score -1.014667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -10146672.000000 Penalty: 3645.344727
	Iteration 87Q: 3 clusters Score -1.014667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10146666.000000 Penalty: 3645.344727
	Iteration 88Q: 3 clusters Score -1.014667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10146671.000000 Penalty: 3645.344727
	Iteration 89Q: 3 clusters Score -1.014667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10146657.000000 Penalty: 3645.344727
	Iteration 90Q: 3 clusters Score -1.014666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -10146672.000000 Penalty: 3645.344727
	Iteration 91Q: 3 clusters Score -1.014667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -10146658.000000 Penalty: 3645.344727
	Iteration 92Q: 3 clusters Score -1.014666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -10146672.000000 Penalty: 3645.344727
	Iteration 93Q: 3 clusters Score -1.014667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10146661.000000 Penalty: 3645.344727
	Iteration 94Q: 3 clusters Score -1.014666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10146654.000000 Penalty: 3645.344727
	Iteration 95Q: 3 clusters Score -1.014665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -10146660.000000 Penalty: 3645.344727
	Iteration 96Q: 3 clusters Score -1.014666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10146671.000000 Penalty: 3645.344727
	Iteration 97Q: 3 clusters Score -1.014667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10146678.000000 Penalty: 3645.344727
	Iteration 98Q: 3 clusters Score -1.014668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10146666.000000 Penalty: 3645.344727
	Iteration 99Q: 3 clusters Score -1.014667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10146651.000000 Penalty: 3645.344727
	Iteration 100F: 3 clusters Score -1.014665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10146645.000000 Penalty: 3645.344727
	Iteration 101Q: 3 clusters Score -1.014664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10146647.000000 Penalty: 3645.344727
	Iteration 102Q: 3 clusters Score -1.014665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10146649.000000 Penalty: 3645.344727
	Iteration 103Q: 3 clusters Score -1.014665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10146637.000000 Penalty: 3645.344727
	Iteration 104Q: 3 clusters Score -1.014664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -10146640.000000 Penalty: 3645.344727
	Iteration 105Q: 3 clusters Score -1.014664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -10146645.000000 Penalty: 3645.344727
	Iteration 106Q: 3 clusters Score -1.014664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10146647.000000 Penalty: 3645.344727
	Iteration 107Q: 3 clusters Score -1.014665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10146647.000000 Penalty: 3645.344727
	Iteration 108Q: 3 clusters Score -1.014665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10146646.000000 Penalty: 3645.344727
	Iteration 109Q: 3 clusters Score -1.014665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10146645.000000 Penalty: 3645.344727
	Iteration 110Q: 3 clusters Score -1.014664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -10146640.000000 Penalty: 3645.344727
	Iteration 111Q: 3 clusters Score -1.014664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10146642.000000 Penalty: 3645.344727
	Iteration 112Q: 3 clusters Score -1.014664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10146646.000000 Penalty: 3645.344727
	Iteration 113Q: 3 clusters Score -1.014665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10146646.000000 Penalty: 3645.344727
	Iteration 114F: 3 clusters Score -1.014665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73875 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71271 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3072 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8982 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12212 members 
Entering Unmasked Estep 
Score: -68995800.000000 Penalty: 171366.265625
Splitting cluster 45 changes total score from -68995744.000000 to -68995800.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -114023.132812 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -114023.1 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: -112661.906250 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -112661.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112910.015625 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -112910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112964.109375 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -112964.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112987.039062 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -112987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112995.859375 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -112995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -113001.414062 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -113001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113006.851562 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -113006.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113013.210938 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -113013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113019.632812 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -113019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113022.242188 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -113022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113022.703125 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -113022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113022.703125 Penalty: 2206.781494
	Iteration 11F: 3 clusters Score -113022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -41775.039062 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -41775.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40871.078125 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -40871.08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41018.269531 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -41018.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41062.769531 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -41062.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41072.777344 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -41072.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41075.386719 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -41075.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41080.675781 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -41080.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41082.390625 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -41082.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41082.390625 Penalty: 1923.640503
	Iteration 7F: 3 clusters Score -41082.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Entering Unmasked Estep 
Score: -978678.812500 Penalty: 1448.233154
	Iteration 0F: 2 clusters Score -978678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -973125.937500 Penalty: 2896.466309
	Iteration 0F: 3 clusters Score -973125.9 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -974924.500000 Penalty: 2896.466309
	Iteration 1F: 3 clusters Score -974924.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -975387.375000 Penalty: 2896.466309
	Iteration 2F: 3 clusters Score -975387.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -975751.437500 Penalty: 2896.466309
	Iteration 3F: 3 clusters Score -975751.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -976103.312500 Penalty: 2896.466309
	Iteration 4F: 3 clusters Score -976103.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -976489.750000 Penalty: 2896.466309
	Iteration 5F: 3 clusters Score -976489.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -976860.937500 Penalty: 2896.466309
	Iteration 6F: 3 clusters Score -976860.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -977151.875000 Penalty: 2896.466309
	Iteration 7F: 3 clusters Score -977151.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -977441.437500 Penalty: 2896.466309
	Iteration 8Q: 3 clusters Score -977441.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -977699.250000 Penalty: 2896.466309
	Iteration 9Q: 3 clusters Score -977699.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -977966.000000 Penalty: 2896.466309
	Iteration 10Q: 3 clusters Score -977966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -978257.000000 Penalty: 2896.466309
	Iteration 11Q: 3 clusters Score -978257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -978528.000000 Penalty: 2896.466309
	Iteration 12Q: 3 clusters Score -978528 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -978762.625000 Penalty: 2896.466309
	Iteration 13Q: 3 clusters Score -978762.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -978913.625000 Penalty: 2896.466309
	Iteration 14Q: 3 clusters Score -978913.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -978992.937500 Penalty: 2896.466309
	Iteration 15Q: 3 clusters Score -978992.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -979046.062500 Penalty: 2896.466309
	Iteration 16Q: 3 clusters Score -979046.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -979062.375000 Penalty: 2896.466309
	Iteration 17Q: 3 clusters Score -979062.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -979073.812500 Penalty: 2896.466309
	Iteration 18Q: 3 clusters Score -979073.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -979082.062500 Penalty: 2896.466309
	Iteration 19Q: 3 clusters Score -979082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -979085.250000 Penalty: 2896.466309
	Iteration 20F: 3 clusters Score -979085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -979086.437500 Penalty: 2896.466309
	Iteration 21Q: 3 clusters Score -979086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -979085.500000 Penalty: 2896.466309
	Iteration 22Q: 3 clusters Score -979085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -979087.000000 Penalty: 2896.466309
	Iteration 23Q: 3 clusters Score -979087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -979087.937500 Penalty: 2896.466309
	Iteration 24Q: 3 clusters Score -979087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -979087.937500 Penalty: 2896.466309
	Iteration 25F: 3 clusters Score -979087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73875 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71271 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3072 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8982 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12212 members 
Mstep: Class 81 contains 1849 members 
Entering Unmasked Estep 
Score: -68995576.000000 Penalty: 173508.343750
Splitting cluster 48 changes total score from -68995744.000000 to -68995576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9647.359375 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -9647.359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9039.422852 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -9039.423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9129.150391 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -9129.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9152.776367 Penalty: 1643.279907
	Iteration 2F: 3 clusters Score -9152.776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9218.861328 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -9218.861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9253.927734 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -9253.928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9266.502930 Penalty: 1643.279907
	Iteration 5Q: 3 clusters Score -9266.503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9266.502930 Penalty: 1643.279907
	Iteration 6F: 3 clusters Score -9266.503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Entering Unmasked Estep 
Score: -2809119.250000 Penalty: 1617.755005
	Iteration 0F: 2 clusters Score -2809119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2794836.500000 Penalty: 3235.510010
	Iteration 0F: 3 clusters Score -2794836 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2800025.500000 Penalty: 3235.510010
	Iteration 1F: 3 clusters Score -2800026 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2800349.500000 Penalty: 3235.510010
	Iteration 2Q: 3 clusters Score -2800350 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2800581.000000 Penalty: 3235.510010
	Iteration 3Q: 3 clusters Score -2800581 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2800828.500000 Penalty: 3235.510010
	Iteration 4Q: 3 clusters Score -2800828 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2801119.500000 Penalty: 3235.510010
	Iteration 5Q: 3 clusters Score -2801120 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2801440.500000 Penalty: 3235.510010
	Iteration 6Q: 3 clusters Score -2801440 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2801775.250000 Penalty: 3235.510010
	Iteration 7Q: 3 clusters Score -2801775 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2802171.000000 Penalty: 3235.510010
	Iteration 8Q: 3 clusters Score -2802171 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2802621.000000 Penalty: 3235.510010
	Iteration 9Q: 3 clusters Score -2802621 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2803069.000000 Penalty: 3235.510010
	Iteration 10Q: 3 clusters Score -2803069 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2803535.750000 Penalty: 3235.510010
	Iteration 11Q: 3 clusters Score -2803536 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2803935.000000 Penalty: 3235.510010
	Iteration 12Q: 3 clusters Score -2803935 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2804253.250000 Penalty: 3235.510010
	Iteration 13Q: 3 clusters Score -2804253 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2804429.250000 Penalty: 3235.510010
	Iteration 14Q: 3 clusters Score -2804429 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2804547.250000 Penalty: 3235.510010
	Iteration 15Q: 3 clusters Score -2804547 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2804611.250000 Penalty: 3235.510010
	Iteration 16Q: 3 clusters Score -2804611 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2804655.500000 Penalty: 3235.510010
	Iteration 17Q: 3 clusters Score -2804656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2804682.250000 Penalty: 3235.510010
	Iteration 18Q: 3 clusters Score -2804682 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2804714.500000 Penalty: 3235.510010
	Iteration 19Q: 3 clusters Score -2804714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2804739.000000 Penalty: 3235.510010
	Iteration 20F: 3 clusters Score -2804739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2804777.250000 Penalty: 3235.510010
	Iteration 21Q: 3 clusters Score -2804777 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2804807.250000 Penalty: 3235.510010
	Iteration 22Q: 3 clusters Score -2804807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2804821.750000 Penalty: 3235.510010
	Iteration 23Q: 3 clusters Score -2804822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2804849.750000 Penalty: 3235.510010
	Iteration 24Q: 3 clusters Score -2804850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2804864.500000 Penalty: 3235.510010
	Iteration 25Q: 3 clusters Score -2804864 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2804901.250000 Penalty: 3235.510010
	Iteration 26Q: 3 clusters Score -2804901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2804922.500000 Penalty: 3235.510010
	Iteration 27Q: 3 clusters Score -2804922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2804941.500000 Penalty: 3235.510010
	Iteration 28Q: 3 clusters Score -2804942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2804960.000000 Penalty: 3235.510010
	Iteration 29Q: 3 clusters Score -2804960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2804970.500000 Penalty: 3235.510010
	Iteration 30Q: 3 clusters Score -2804970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2804975.500000 Penalty: 3235.510010
	Iteration 31Q: 3 clusters Score -2804976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2804998.500000 Penalty: 3235.510010
	Iteration 32Q: 3 clusters Score -2804998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2805015.500000 Penalty: 3235.510010
	Iteration 33Q: 3 clusters Score -2805016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2805026.750000 Penalty: 3235.510010
	Iteration 34Q: 3 clusters Score -2805027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2805036.000000 Penalty: 3235.510010
	Iteration 35Q: 3 clusters Score -2805036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2805049.500000 Penalty: 3235.510010
	Iteration 36Q: 3 clusters Score -2805050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2805058.500000 Penalty: 3235.510010
	Iteration 37Q: 3 clusters Score -2805058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2805078.500000 Penalty: 3235.510010
	Iteration 38Q: 3 clusters Score -2805078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2805089.750000 Penalty: 3235.510010
	Iteration 39Q: 3 clusters Score -2805090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2805100.500000 Penalty: 3235.510010
	Iteration 40F: 3 clusters Score -2805100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2805122.750000 Penalty: 3235.510010
	Iteration 41Q: 3 clusters Score -2805123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2805131.500000 Penalty: 3235.510010
	Iteration 42Q: 3 clusters Score -2805132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2805155.750000 Penalty: 3235.510010
	Iteration 43Q: 3 clusters Score -2805156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2805176.250000 Penalty: 3235.510010
	Iteration 44Q: 3 clusters Score -2805176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2805194.250000 Penalty: 3235.510010
	Iteration 45Q: 3 clusters Score -2805194 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2805228.500000 Penalty: 3235.510010
	Iteration 46Q: 3 clusters Score -2805228 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2805266.250000 Penalty: 3235.510010
	Iteration 47Q: 3 clusters Score -2805266 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2805318.500000 Penalty: 3235.510010
	Iteration 48Q: 3 clusters Score -2805318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2805350.250000 Penalty: 3235.510010
	Iteration 49Q: 3 clusters Score -2805350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2805382.500000 Penalty: 3235.510010
	Iteration 50Q: 3 clusters Score -2805382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2805418.000000 Penalty: 3235.510010
	Iteration 51Q: 3 clusters Score -2805418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2805443.750000 Penalty: 3235.510010
	Iteration 52Q: 3 clusters Score -2805444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2805477.250000 Penalty: 3235.510010
	Iteration 53Q: 3 clusters Score -2805477 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2805514.750000 Penalty: 3235.510010
	Iteration 54Q: 3 clusters Score -2805515 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2805543.750000 Penalty: 3235.510010
	Iteration 55Q: 3 clusters Score -2805544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2805596.000000 Penalty: 3235.510010
	Iteration 56Q: 3 clusters Score -2805596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2805637.500000 Penalty: 3235.510010
	Iteration 57Q: 3 clusters Score -2805638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2805675.250000 Penalty: 3235.510010
	Iteration 58Q: 3 clusters Score -2805675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2805737.500000 Penalty: 3235.510010
	Iteration 59Q: 3 clusters Score -2805738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2805809.250000 Penalty: 3235.510010
	Iteration 60F: 3 clusters Score -2805809 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2805877.250000 Penalty: 3235.510010
	Iteration 61Q: 3 clusters Score -2805877 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2805974.250000 Penalty: 3235.510010
	Iteration 62Q: 3 clusters Score -2805974 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2806096.250000 Penalty: 3235.510010
	Iteration 63Q: 3 clusters Score -2806096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2806215.250000 Penalty: 3235.510010
	Iteration 64Q: 3 clusters Score -2806215 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2806358.250000 Penalty: 3235.510010
	Iteration 65Q: 3 clusters Score -2806358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2806502.000000 Penalty: 3235.510010
	Iteration 66Q: 3 clusters Score -2806502 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2806668.500000 Penalty: 3235.510010
	Iteration 67Q: 3 clusters Score -2806668 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2806839.750000 Penalty: 3235.510010
	Iteration 68Q: 3 clusters Score -2806840 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2807018.250000 Penalty: 3235.510010
	Iteration 69Q: 3 clusters Score -2807018 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2807167.500000 Penalty: 3235.510010
	Iteration 70Q: 3 clusters Score -2807168 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2807295.750000 Penalty: 3235.510010
	Iteration 71Q: 3 clusters Score -2807296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2807373.750000 Penalty: 3235.510010
	Iteration 72Q: 3 clusters Score -2807374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2807453.250000 Penalty: 3235.510010
	Iteration 73Q: 3 clusters Score -2807453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2807508.750000 Penalty: 3235.510010
	Iteration 74Q: 3 clusters Score -2807509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2807554.250000 Penalty: 3235.510010
	Iteration 75Q: 3 clusters Score -2807554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2807597.250000 Penalty: 3235.510010
	Iteration 76Q: 3 clusters Score -2807597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2807624.750000 Penalty: 3235.510010
	Iteration 77Q: 3 clusters Score -2807625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2807655.000000 Penalty: 3235.510010
	Iteration 78Q: 3 clusters Score -2807655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2807684.000000 Penalty: 3235.510010
	Iteration 79Q: 3 clusters Score -2807684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2807703.000000 Penalty: 3235.510010
	Iteration 80F: 3 clusters Score -2807703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2807719.250000 Penalty: 3235.510010
	Iteration 81Q: 3 clusters Score -2807719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2807737.000000 Penalty: 3235.510010
	Iteration 82Q: 3 clusters Score -2807737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2807751.250000 Penalty: 3235.510010
	Iteration 83Q: 3 clusters Score -2807751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2807760.250000 Penalty: 3235.510010
	Iteration 84Q: 3 clusters Score -2807760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2807770.750000 Penalty: 3235.510010
	Iteration 85Q: 3 clusters Score -2807771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2807771.750000 Penalty: 3235.510010
	Iteration 86Q: 3 clusters Score -2807772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2807775.750000 Penalty: 3235.510010
	Iteration 87Q: 3 clusters Score -2807776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2807784.000000 Penalty: 3235.510010
	Iteration 88Q: 3 clusters Score -2807784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2807788.750000 Penalty: 3235.510010
	Iteration 89Q: 3 clusters Score -2807789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2807797.250000 Penalty: 3235.510010
	Iteration 90Q: 3 clusters Score -2807797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2807797.750000 Penalty: 3235.510010
	Iteration 91Q: 3 clusters Score -2807798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2807805.000000 Penalty: 3235.510010
	Iteration 92Q: 3 clusters Score -2807805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2807815.250000 Penalty: 3235.510010
	Iteration 93Q: 3 clusters Score -2807815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2807824.500000 Penalty: 3235.510010
	Iteration 94Q: 3 clusters Score -2807824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2807830.000000 Penalty: 3235.510010
	Iteration 95Q: 3 clusters Score -2807830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2807835.000000 Penalty: 3235.510010
	Iteration 96Q: 3 clusters Score -2807835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2807831.500000 Penalty: 3235.510010
	Iteration 97Q: 3 clusters Score -2807832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2807833.000000 Penalty: 3235.510010
	Iteration 98Q: 3 clusters Score -2807833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2807834.250000 Penalty: 3235.510010
	Iteration 99Q: 3 clusters Score -2807834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2807836.000000 Penalty: 3235.510010
	Iteration 100F: 3 clusters Score -2807836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2807837.000000 Penalty: 3235.510010
	Iteration 101Q: 3 clusters Score -2807837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2807836.250000 Penalty: 3235.510010
	Iteration 102Q: 3 clusters Score -2807836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2807836.000000 Penalty: 3235.510010
	Iteration 103Q: 3 clusters Score -2807836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2807839.500000 Penalty: 3235.510010
	Iteration 104Q: 3 clusters Score -2807840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2807843.500000 Penalty: 3235.510010
	Iteration 105Q: 3 clusters Score -2807844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2807842.750000 Penalty: 3235.510010
	Iteration 106Q: 3 clusters Score -2807843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2807842.750000 Penalty: 3235.510010
	Iteration 107F: 3 clusters Score -2807843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -416169.968750 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -416170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -413308.968750 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -413309 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -414054.718750 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -414054.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -414198.375000 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -414198.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -414291.312500 Penalty: 2626.981689
	Iteration 3Q: 3 clusters Score -414291.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -414360.000000 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -414360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -414416.000000 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -414416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -414460.343750 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -414460.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -414496.312500 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -414496.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -414526.843750 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -414526.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -414561.000000 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -414561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -414603.687500 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -414603.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -414635.875000 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -414635.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -414664.625000 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -414664.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -414707.937500 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -414707.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -414753.500000 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -414753.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -414798.968750 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -414799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -414843.156250 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -414843.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -414881.000000 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -414881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -414904.500000 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -414904.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -414927.031250 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -414927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -414948.625000 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -414948.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -414966.937500 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -414966.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -414986.625000 Penalty: 2626.981689
	Iteration 22Q: 3 clusters Score -414986.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -415006.250000 Penalty: 2626.981689
	Iteration 23Q: 3 clusters Score -415006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -415025.437500 Penalty: 2626.981689
	Iteration 24Q: 3 clusters Score -415025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -415038.812500 Penalty: 2626.981689
	Iteration 25Q: 3 clusters Score -415038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -415048.125000 Penalty: 2626.981689
	Iteration 26Q: 3 clusters Score -415048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -415052.125000 Penalty: 2626.981689
	Iteration 27Q: 3 clusters Score -415052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -415056.312500 Penalty: 2626.981689
	Iteration 28Q: 3 clusters Score -415056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -415057.062500 Penalty: 2626.981689
	Iteration 29Q: 3 clusters Score -415057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -415057.062500 Penalty: 2626.981689
	Iteration 30F: 3 clusters Score -415057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -284449.375000 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -284449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282235.187500 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -282235.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -282738.031250 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -282738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -282886.218750 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -282886.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -282987.156250 Penalty: 2501.416748
	Iteration 3F: 3 clusters Score -282987.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -283052.000000 Penalty: 2501.416748
	Iteration 4Q: 3 clusters Score -283052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283094.531250 Penalty: 2501.416748
	Iteration 5Q: 3 clusters Score -283094.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283137.625000 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -283137.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283185.625000 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -283185.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283234.687500 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -283234.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283319.468750 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -283319.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -283464.468750 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -283464.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -283638.875000 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -283638.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283799.906250 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -283799.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -283905.531250 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -283905.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -283994.500000 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -283994.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -284080.125000 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -284080.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -284168.187500 Penalty: 2501.416748
	Iteration 16Q: 3 clusters Score -284168.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -284266.375000 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -284266.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -284337.718750 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -284337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -284392.093750 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -284392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -284407.968750 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -284408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -284411.375000 Penalty: 2501.416748
	Iteration 21Q: 3 clusters Score -284411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -284411.375000 Penalty: 2501.416748
	Iteration 22F: 3 clusters Score -284411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47983.312500 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -47983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47070.101562 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -47070.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47295.878906 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -47295.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47397.441406 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -47397.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47427.640625 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -47427.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47463.773438 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -47463.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47506.058594 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -47506.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47541.039062 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -47541.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47552.375000 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -47552.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47574.078125 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -47574.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47575.523438 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -47575.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -47580.917969 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -47580.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47584.058594 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -47584.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47584.058594 Penalty: 1981.874146
	Iteration 12F: 3 clusters Score -47584.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -227790.250000 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -227790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -225736.093750 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -225736.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -226296.937500 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -226296.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -226443.500000 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -226443.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226521.968750 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -226522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226581.531250 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -226581.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226638.703125 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -226638.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226692.062500 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -226692.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -226742.140625 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -226742.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226773.671875 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -226773.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -226802.718750 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -226802.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -226829.046875 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -226829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226850.875000 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -226850.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -226866.625000 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -226866.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -226878.046875 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -226878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -226890.984375 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -226891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -226900.203125 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -226900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -226903.281250 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -226903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -226907.484375 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -226907.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -226914.796875 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -226914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226919.796875 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -226919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -226926.265625 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -226926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -226938.515625 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -226938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226954.000000 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -226954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -226962.156250 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -226962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226968.343750 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -226968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -226970.906250 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -226970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226974.531250 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -226974.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -226977.859375 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -226977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -226978.859375 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -226978.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226980.406250 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -226980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -226983.921875 Penalty: 2464.389893
	Iteration 30Q: 3 clusters Score -226983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -226984.078125 Penalty: 2464.389893
	Iteration 31Q: 3 clusters Score -226984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -226984.500000 Penalty: 2464.389893
	Iteration 32Q: 3 clusters Score -226984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -226985.296875 Penalty: 2464.389893
	Iteration 33Q: 3 clusters Score -226985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -226985.703125 Penalty: 2464.389893
	Iteration 34Q: 3 clusters Score -226985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -226986.921875 Penalty: 2464.389893
	Iteration 35Q: 3 clusters Score -226986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -226986.921875 Penalty: 2464.389893
	Iteration 36F: 3 clusters Score -226986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 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 94 members 
Entering Unmasked Estep 
Score: -18611.294922 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18611.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18712.904297 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18737.496094 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -18737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18741.761719 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18741.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18741.761719 Penalty: 1678.555420
	Iteration 4F: 3 clusters Score -18741.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -138766.281250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -138766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137274.765625 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -137274.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137539.906250 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -137539.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137628.609375 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -137628.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137688.968750 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -137689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137739.750000 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -137739.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137764.984375 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -137765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137782.453125 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -137782.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137798.468750 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -137798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137810.046875 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -137810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137828.125000 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -137828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137838.781250 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -137838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137848.921875 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -137848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137859.921875 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -137859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137868.296875 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -137868.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137883.484375 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -137883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137896.437500 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -137896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137903.031250 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -137903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137907.703125 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -137907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137912.156250 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -137912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137913.640625 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -137913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137913.640625 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -137913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Entering Unmasked Estep 
Score: -2109598.750000 Penalty: 1579.517090
	Iteration 0F: 2 clusters Score -2109599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2098222.500000 Penalty: 3159.034180
	Iteration 0F: 3 clusters Score -2098222 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2102705.250000 Penalty: 3159.034180
	Iteration 1F: 3 clusters Score -2102705 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2103410.750000 Penalty: 3159.034180
	Iteration 2F: 3 clusters Score -2103411 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2104127.250000 Penalty: 3159.034180
	Iteration 3F: 3 clusters Score -2104127 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2104747.750000 Penalty: 3159.034180
	Iteration 4F: 3 clusters Score -2104748 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2105298.250000 Penalty: 3159.034180
	Iteration 5F: 3 clusters Score -2105298 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2105714.500000 Penalty: 3159.034180
	Iteration 6Q: 3 clusters Score -2105714 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2106025.000000 Penalty: 3159.034180
	Iteration 7Q: 3 clusters Score -2106025 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2106272.750000 Penalty: 3159.034180
	Iteration 8Q: 3 clusters Score -2106273 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2106448.000000 Penalty: 3159.034180
	Iteration 9Q: 3 clusters Score -2106448 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2106583.000000 Penalty: 3159.034180
	Iteration 10Q: 3 clusters Score -2106583 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2106683.000000 Penalty: 3159.034180
	Iteration 11Q: 3 clusters Score -2106683 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2106755.250000 Penalty: 3159.034180
	Iteration 12Q: 3 clusters Score -2106755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2106801.750000 Penalty: 3159.034180
	Iteration 13Q: 3 clusters Score -2106802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2106846.750000 Penalty: 3159.034180
	Iteration 14Q: 3 clusters Score -2106847 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2106872.250000 Penalty: 3159.034180
	Iteration 15Q: 3 clusters Score -2106872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2106896.250000 Penalty: 3159.034180
	Iteration 16Q: 3 clusters Score -2106896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2106917.000000 Penalty: 3159.034180
	Iteration 17Q: 3 clusters Score -2106917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2106938.750000 Penalty: 3159.034180
	Iteration 18Q: 3 clusters Score -2106939 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2106949.000000 Penalty: 3159.034180
	Iteration 19Q: 3 clusters Score -2106949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2106949.750000 Penalty: 3159.034180
	Iteration 20F: 3 clusters Score -2106950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2106950.750000 Penalty: 3159.034180
	Iteration 21Q: 3 clusters Score -2106951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2106958.250000 Penalty: 3159.034180
	Iteration 22Q: 3 clusters Score -2106958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2106964.750000 Penalty: 3159.034180
	Iteration 23Q: 3 clusters Score -2106965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2106965.500000 Penalty: 3159.034180
	Iteration 24Q: 3 clusters Score -2106966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2106966.750000 Penalty: 3159.034180
	Iteration 25Q: 3 clusters Score -2106967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2106973.000000 Penalty: 3159.034180
	Iteration 26Q: 3 clusters Score -2106973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2106990.500000 Penalty: 3159.034180
	Iteration 27Q: 3 clusters Score -2106990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2106989.750000 Penalty: 3159.034180
	Iteration 28Q: 3 clusters Score -2106990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2106986.750000 Penalty: 3159.034180
	Iteration 29Q: 3 clusters Score -2106987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2106995.500000 Penalty: 3159.034180
	Iteration 30Q: 3 clusters Score -2106996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2106998.500000 Penalty: 3159.034180
	Iteration 31Q: 3 clusters Score -2106998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2107000.750000 Penalty: 3159.034180
	Iteration 32Q: 3 clusters Score -2107001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2107003.250000 Penalty: 3159.034180
	Iteration 33Q: 3 clusters Score -2107003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2107008.000000 Penalty: 3159.034180
	Iteration 34Q: 3 clusters Score -2107008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2107015.750000 Penalty: 3159.034180
	Iteration 35Q: 3 clusters Score -2107016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2107018.250000 Penalty: 3159.034180
	Iteration 36Q: 3 clusters Score -2107018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2107019.750000 Penalty: 3159.034180
	Iteration 37Q: 3 clusters Score -2107020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2107028.500000 Penalty: 3159.034180
	Iteration 38Q: 3 clusters Score -2107028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2107044.500000 Penalty: 3159.034180
	Iteration 39Q: 3 clusters Score -2107044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2107053.500000 Penalty: 3159.034180
	Iteration 40F: 3 clusters Score -2107054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2107058.750000 Penalty: 3159.034180
	Iteration 41Q: 3 clusters Score -2107059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2107073.250000 Penalty: 3159.034180
	Iteration 42Q: 3 clusters Score -2107073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2107080.500000 Penalty: 3159.034180
	Iteration 43Q: 3 clusters Score -2107080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2107088.000000 Penalty: 3159.034180
	Iteration 44Q: 3 clusters Score -2107088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2107098.500000 Penalty: 3159.034180
	Iteration 45Q: 3 clusters Score -2107098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2107102.000000 Penalty: 3159.034180
	Iteration 46Q: 3 clusters Score -2107102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2107103.000000 Penalty: 3159.034180
	Iteration 47Q: 3 clusters Score -2107103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2107110.500000 Penalty: 3159.034180
	Iteration 48Q: 3 clusters Score -2107110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2107118.750000 Penalty: 3159.034180
	Iteration 49Q: 3 clusters Score -2107119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2107124.250000 Penalty: 3159.034180
	Iteration 50Q: 3 clusters Score -2107124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2107126.500000 Penalty: 3159.034180
	Iteration 51Q: 3 clusters Score -2107126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2107129.250000 Penalty: 3159.034180
	Iteration 52Q: 3 clusters Score -2107129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2107130.000000 Penalty: 3159.034180
	Iteration 53Q: 3 clusters Score -2107130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2107142.500000 Penalty: 3159.034180
	Iteration 54Q: 3 clusters Score -2107142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2107148.750000 Penalty: 3159.034180
	Iteration 55Q: 3 clusters Score -2107149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2107155.000000 Penalty: 3159.034180
	Iteration 56Q: 3 clusters Score -2107155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2107155.250000 Penalty: 3159.034180
	Iteration 57Q: 3 clusters Score -2107155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2107155.500000 Penalty: 3159.034180
	Iteration 58Q: 3 clusters Score -2107156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2107159.000000 Penalty: 3159.034180
	Iteration 59Q: 3 clusters Score -2107159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2107160.750000 Penalty: 3159.034180
	Iteration 60F: 3 clusters Score -2107161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2107160.750000 Penalty: 3159.034180
	Iteration 61Q: 3 clusters Score -2107161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2107157.750000 Penalty: 3159.034180
	Iteration 62Q: 3 clusters Score -2107158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2107160.000000 Penalty: 3159.034180
	Iteration 63Q: 3 clusters Score -2107160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2107158.500000 Penalty: 3159.034180
	Iteration 64Q: 3 clusters Score -2107158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2107155.750000 Penalty: 3159.034180
	Iteration 65Q: 3 clusters Score -2107156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2107159.250000 Penalty: 3159.034180
	Iteration 66Q: 3 clusters Score -2107159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2107167.250000 Penalty: 3159.034180
	Iteration 67Q: 3 clusters Score -2107167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2107168.750000 Penalty: 3159.034180
	Iteration 68Q: 3 clusters Score -2107169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2107171.000000 Penalty: 3159.034180
	Iteration 69Q: 3 clusters Score -2107171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2107167.250000 Penalty: 3159.034180
	Iteration 70Q: 3 clusters Score -2107167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2107168.750000 Penalty: 3159.034180
	Iteration 71Q: 3 clusters Score -2107169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2107171.250000 Penalty: 3159.034180
	Iteration 72Q: 3 clusters Score -2107171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2107175.500000 Penalty: 3159.034180
	Iteration 73Q: 3 clusters Score -2107176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2107176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2107178.000000 Penalty: 3159.034180
	Iteration 75Q: 3 clusters Score -2107178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2107178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2107181.750000 Penalty: 3159.034180
	Iteration 77Q: 3 clusters Score -2107182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2107186.750000 Penalty: 3159.034180
	Iteration 78Q: 3 clusters Score -2107187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2107189.000000 Penalty: 3159.034180
	Iteration 79Q: 3 clusters Score -2107189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2107196.000000 Penalty: 3159.034180
	Iteration 80F: 3 clusters Score -2107196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2107200.500000 Penalty: 3159.034180
	Iteration 81Q: 3 clusters Score -2107200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2107204.500000 Penalty: 3159.034180
	Iteration 82Q: 3 clusters Score -2107204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2107209.500000 Penalty: 3159.034180
	Iteration 83Q: 3 clusters Score -2107210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2107207.250000 Penalty: 3159.034180
	Iteration 84Q: 3 clusters Score -2107207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2107210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2107212.000000 Penalty: 3159.034180
	Iteration 86Q: 3 clusters Score -2107212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2107207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2107212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2107213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2107215.750000 Penalty: 3159.034180
	Iteration 90Q: 3 clusters Score -2107216 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2107212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2107220.500000 Penalty: 3159.034180
	Iteration 92Q: 3 clusters Score -2107220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2107220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2107221.000000 Penalty: 3159.034180
	Iteration 94Q: 3 clusters Score -2107221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2107227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2107230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2107237.250000 Penalty: 3159.034180
	Iteration 97Q: 3 clusters Score -2107237 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2107244.750000 Penalty: 3159.034180
	Iteration 98Q: 3 clusters Score -2107245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2107249.000000 Penalty: 3159.034180
	Iteration 99Q: 3 clusters Score -2107249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2107263.250000 Penalty: 3159.034180
	Iteration 100F: 3 clusters Score -2107263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2107274.250000 Penalty: 3159.034180
	Iteration 101Q: 3 clusters Score -2107274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2107281.500000 Penalty: 3159.034180
	Iteration 102Q: 3 clusters Score -2107282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2107281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2107290.500000 Penalty: 3159.034180
	Iteration 104Q: 3 clusters Score -2107290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2107303.750000 Penalty: 3159.034180
	Iteration 105Q: 3 clusters Score -2107304 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2107317.000000 Penalty: 3159.034180
	Iteration 106Q: 3 clusters Score -2107317 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2107330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2107346.000000 Penalty: 3159.034180
	Iteration 108Q: 3 clusters Score -2107346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2107357.250000 Penalty: 3159.034180
	Iteration 109Q: 3 clusters Score -2107357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2107366.750000 Penalty: 3159.034180
	Iteration 110Q: 3 clusters Score -2107367 nChanged 61
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Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2107374.000000 Penalty: 3159.034180
	Iteration 111Q: 3 clusters Score -2107374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2107391.500000 Penalty: 3159.034180
	Iteration 112Q: 3 clusters Score -2107392 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2107416.250000 Penalty: 3159.034180
	Iteration 113Q: 3 clusters Score -2107416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2107449.500000 Penalty: 3159.034180
	Iteration 114Q: 3 clusters Score -2107450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2107484.000000 Penalty: 3159.034180
	Iteration 115Q: 3 clusters Score -2107484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2107513.500000 Penalty: 3159.034180
	Iteration 116Q: 3 clusters Score -2107514 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2107538.500000 Penalty: 3159.034180
	Iteration 117Q: 3 clusters Score -2107538 nChanged 124
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Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2107566 nChanged 120
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2107596.500000 Penalty: 3159.034180
	Iteration 119Q: 3 clusters Score -2107596 nChanged 118
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Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2107618.000000 Penalty: 3159.034180
	Iteration 120F: 3 clusters Score -2107618 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2107649.250000 Penalty: 3159.034180
	Iteration 121Q: 3 clusters Score -2107649 nChanged 123
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Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2107683.500000 Penalty: 3159.034180
	Iteration 122Q: 3 clusters Score -2107684 nChanged 136
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Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2107727.000000 Penalty: 3159.034180
	Iteration 123Q: 3 clusters Score -2107727 nChanged 166
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Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2107778 nChanged 176
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Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2107841 nChanged 172
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Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2107896 nChanged 172
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Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2107963 nChanged 174
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Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2108017.250000 Penalty: 3159.034180
	Iteration 128Q: 3 clusters Score -2108017 nChanged 182
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Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2108090.000000 Penalty: 3159.034180
	Iteration 129Q: 3 clusters Score -2108090 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2108153.750000 Penalty: 3159.034180
	Iteration 130Q: 3 clusters Score -2108154 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2108223.250000 Penalty: 3159.034180
	Iteration 131Q: 3 clusters Score -2108223 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2108281.750000 Penalty: 3159.034180
	Iteration 132Q: 3 clusters Score -2108282 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2108347.250000 Penalty: 3159.034180
	Iteration 133Q: 3 clusters Score -2108347 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2108406.750000 Penalty: 3159.034180
	Iteration 134Q: 3 clusters Score -2108407 nChanged 150
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Mstep: Class 1 contains 14422 members 
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Entering Unmasked Estep 
Score: -2108476.000000 Penalty: 3159.034180
	Iteration 135Q: 3 clusters Score -2108476 nChanged 139
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Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2108545.000000 Penalty: 3159.034180
	Iteration 136Q: 3 clusters Score -2108545 nChanged 126
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Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2108582.500000 Penalty: 3159.034180
	Iteration 137Q: 3 clusters Score -2108582 nChanged 118
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Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2108634 nChanged 99
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Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2108677.000000 Penalty: 3159.034180
	Iteration 139Q: 3 clusters Score -2108677 nChanged 95
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Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2108721.250000 Penalty: 3159.034180
	Iteration 140F: 3 clusters Score -2108721 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2108756.000000 Penalty: 3159.034180
	Iteration 141Q: 3 clusters Score -2108756 nChanged 57
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Mstep: Class 1 contains 15087 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2108774 nChanged 64
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Mstep: Class 1 contains 15145 members 
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Entering Unmasked Estep 
Score: -2108806.250000 Penalty: 3159.034180
	Iteration 143Q: 3 clusters Score -2108806 nChanged 70
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Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2108853 nChanged 63
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Mstep: Class 1 contains 15268 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2108912 nChanged 65
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Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2108967 nChanged 75
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Entering Unmasked Estep 
Score: -2109058.750000 Penalty: 3159.034180
	Iteration 147Q: 3 clusters Score -2109059 nChanged 73
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Mstep: Class 1 contains 15429 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2109128 nChanged 66
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Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2109169.500000 Penalty: 3159.034180
	Iteration 149Q: 3 clusters Score -2109170 nChanged 45
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Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2109189.250000 Penalty: 3159.034180
	Iteration 150Q: 3 clusters Score -2109189 nChanged 26
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Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2109194.000000 Penalty: 3159.034180
	Iteration 151Q: 3 clusters Score -2109194 nChanged 19
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Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2109201.000000 Penalty: 3159.034180
	Iteration 152Q: 3 clusters Score -2109201 nChanged 3
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Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2109202 nChanged 3
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Mstep: Class 1 contains 15499 members 
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Entering Unmasked Estep 
Score: -2109199.750000 Penalty: 3159.034180
	Iteration 154Q: 3 clusters Score -2109200 nChanged 4
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Entering Unmasked Estep 
Score: -2109203.250000 Penalty: 3159.034180
	Iteration 155Q: 3 clusters Score -2109203 nChanged 1
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2109203 nChanged 5
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Entering Unmasked Estep 
Score: -2109206.500000 Penalty: 3159.034180
	Iteration 157Q: 3 clusters Score -2109206 nChanged 2
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	Iteration 158Q: 3 clusters Score -2109207 nChanged 4
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	Iteration 159Q: 3 clusters Score -2109207 nChanged 4
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Entering Unmasked Estep 
Score: -2109206.000000 Penalty: 3159.034180
	Iteration 160F: 3 clusters Score -2109206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2109210.000000 Penalty: 3159.034180
	Iteration 161Q: 3 clusters Score -2109210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2109215.500000 Penalty: 3159.034180
	Iteration 162Q: 3 clusters Score -2109216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2109219.000000 Penalty: 3159.034180
	Iteration 163Q: 3 clusters Score -2109219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2109219.000000 Penalty: 3159.034180
	Iteration 164Q: 3 clusters Score -2109219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2109219.000000 Penalty: 3159.034180
	Iteration 165Q: 3 clusters Score -2109219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2109219.000000 Penalty: 3159.034180
	Iteration 166Q: 3 clusters Score -2109219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2109221.500000 Penalty: 3159.034180
	Iteration 167Q: 3 clusters Score -2109222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2109222.250000 Penalty: 3159.034180
	Iteration 168Q: 3 clusters Score -2109222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2109222.500000 Penalty: 3159.034180
	Iteration 169Q: 3 clusters Score -2109222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2109221.750000 Penalty: 3159.034180
	Iteration 170Q: 3 clusters Score -2109222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2109221.750000 Penalty: 3159.034180
	Iteration 171F: 3 clusters Score -2109222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -97651.507812 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -97651.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96400.093750 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -96400.09 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96657.921875 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -96657.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96727.015625 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -96727.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96754.382812 Penalty: 2148.913330
	Iteration 3Q: 3 clusters Score -96754.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96774.218750 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -96774.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96793.132812 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -96793.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96802.289062 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -96802.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96806.265625 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -96806.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -96808.875000 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -96808.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96815.968750 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -96815.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96819.101562 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -96819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96820.921875 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -96820.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96821.359375 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -96821.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96824.843750 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -96824.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -96826.359375 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -96826.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96827.585938 Penalty: 2148.913330
	Iteration 15Q: 3 clusters Score -96827.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96827.585938 Penalty: 2148.913330
	Iteration 16F: 3 clusters Score -96827.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67565.890625 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67565.89 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67770.359375 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67770.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67842.031250 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -67842.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67886.945312 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67886.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67922.250000 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67922.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67943.921875 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -67943.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67957.578125 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -67957.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67965.656250 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -67965.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67970.656250 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -67970.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67973.445312 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -67973.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67975.671875 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -67975.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67975.671875 Penalty: 2048.945801
	Iteration 11F: 3 clusters Score -67975.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -611538.875000 Penalty: 1371.375122
	Iteration 0F: 2 clusters Score -611538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -607757.812500 Penalty: 2742.750244
	Iteration 0F: 3 clusters Score -607757.8 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608847.187500 Penalty: 2742.750244
	Iteration 1F: 3 clusters Score -608847.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -609039.125000 Penalty: 2742.750244
	Iteration 2F: 3 clusters Score -609039.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -609198.625000 Penalty: 2742.750244
	Iteration 3F: 3 clusters Score -609198.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -609326.000000 Penalty: 2742.750244
	Iteration 4Q: 3 clusters Score -609326 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -609436.375000 Penalty: 2742.750244
	Iteration 5Q: 3 clusters Score -609436.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -609536.375000 Penalty: 2742.750244
	Iteration 6Q: 3 clusters Score -609536.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -609624.500000 Penalty: 2742.750244
	Iteration 7Q: 3 clusters Score -609624.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -609698.437500 Penalty: 2742.750244
	Iteration 8Q: 3 clusters Score -609698.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -609789.062500 Penalty: 2742.750244
	Iteration 9Q: 3 clusters Score -609789.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -609853.312500 Penalty: 2742.750244
	Iteration 10Q: 3 clusters Score -609853.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -609912.812500 Penalty: 2742.750244
	Iteration 11Q: 3 clusters Score -609912.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -609957.437500 Penalty: 2742.750244
	Iteration 12Q: 3 clusters Score -609957.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -609992.000000 Penalty: 2742.750244
	Iteration 13Q: 3 clusters Score -609992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -610017.562500 Penalty: 2742.750244
	Iteration 14Q: 3 clusters Score -610017.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -610040.625000 Penalty: 2742.750244
	Iteration 15Q: 3 clusters Score -610040.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -610059.375000 Penalty: 2742.750244
	Iteration 16Q: 3 clusters Score -610059.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -610073.312500 Penalty: 2742.750244
	Iteration 17Q: 3 clusters Score -610073.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -610089.000000 Penalty: 2742.750244
	Iteration 18Q: 3 clusters Score -610089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -610107.250000 Penalty: 2742.750244
	Iteration 19Q: 3 clusters Score -610107.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -610118.500000 Penalty: 2742.750244
	Iteration 20F: 3 clusters Score -610118.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -610129.375000 Penalty: 2742.750244
	Iteration 21Q: 3 clusters Score -610129.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -610138.125000 Penalty: 2742.750244
	Iteration 22Q: 3 clusters Score -610138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -610150.875000 Penalty: 2742.750244
	Iteration 23Q: 3 clusters Score -610150.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -610165.125000 Penalty: 2742.750244
	Iteration 24Q: 3 clusters Score -610165.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -610178.875000 Penalty: 2742.750244
	Iteration 25Q: 3 clusters Score -610178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -610187.875000 Penalty: 2742.750244
	Iteration 26Q: 3 clusters Score -610187.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -610201.812500 Penalty: 2742.750244
	Iteration 27Q: 3 clusters Score -610201.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -610218.312500 Penalty: 2742.750244
	Iteration 28Q: 3 clusters Score -610218.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -610228.812500 Penalty: 2742.750244
	Iteration 29Q: 3 clusters Score -610228.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -610239.562500 Penalty: 2742.750244
	Iteration 30Q: 3 clusters Score -610239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -610252.250000 Penalty: 2742.750244
	Iteration 31Q: 3 clusters Score -610252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -610258.750000 Penalty: 2742.750244
	Iteration 32Q: 3 clusters Score -610258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -610264.625000 Penalty: 2742.750244
	Iteration 33Q: 3 clusters Score -610264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -610270.125000 Penalty: 2742.750244
	Iteration 34Q: 3 clusters Score -610270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -610276.250000 Penalty: 2742.750244
	Iteration 35Q: 3 clusters Score -610276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -610282.812500 Penalty: 2742.750244
	Iteration 36Q: 3 clusters Score -610282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -610289.312500 Penalty: 2742.750244
	Iteration 37Q: 3 clusters Score -610289.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -610292.875000 Penalty: 2742.750244
	Iteration 38Q: 3 clusters Score -610292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -610293.750000 Penalty: 2742.750244
	Iteration 39Q: 3 clusters Score -610293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -610296.000000 Penalty: 2742.750244
	Iteration 40F: 3 clusters Score -610296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -610297.500000 Penalty: 2742.750244
	Iteration 41Q: 3 clusters Score -610297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -610301.000000 Penalty: 2742.750244
	Iteration 42Q: 3 clusters Score -610301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -610307.937500 Penalty: 2742.750244
	Iteration 43Q: 3 clusters Score -610307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -610310.437500 Penalty: 2742.750244
	Iteration 44Q: 3 clusters Score -610310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -610313.125000 Penalty: 2742.750244
	Iteration 45Q: 3 clusters Score -610313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -610313.750000 Penalty: 2742.750244
	Iteration 46Q: 3 clusters Score -610313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -610314.562500 Penalty: 2742.750244
	Iteration 47Q: 3 clusters Score -610314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -610315.562500 Penalty: 2742.750244
	Iteration 48Q: 3 clusters Score -610315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -610318.875000 Penalty: 2742.750244
	Iteration 49Q: 3 clusters Score -610318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -610322.750000 Penalty: 2742.750244
	Iteration 50Q: 3 clusters Score -610322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -610329.062500 Penalty: 2742.750244
	Iteration 51Q: 3 clusters Score -610329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -610333.062500 Penalty: 2742.750244
	Iteration 52Q: 3 clusters Score -610333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -610335.937500 Penalty: 2742.750244
	Iteration 53Q: 3 clusters Score -610335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -610337.750000 Penalty: 2742.750244
	Iteration 54Q: 3 clusters Score -610337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -610340.062500 Penalty: 2742.750244
	Iteration 55Q: 3 clusters Score -610340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -610342.875000 Penalty: 2742.750244
	Iteration 56Q: 3 clusters Score -610342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -610343.312500 Penalty: 2742.750244
	Iteration 57Q: 3 clusters Score -610343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -610345.437500 Penalty: 2742.750244
	Iteration 58Q: 3 clusters Score -610345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -610345.500000 Penalty: 2742.750244
	Iteration 59Q: 3 clusters Score -610345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -610345.937500 Penalty: 2742.750244
	Iteration 60F: 3 clusters Score -610345.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603849.312500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603849.3 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -604814.062500 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604814.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -605026.562500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -605026.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -605140.000000 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -605140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -605243.875000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605243.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -605351.125000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605351.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -605453.250000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605453.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -605590.625000 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -605590.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -605774.812500 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -605774.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -605944.875000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -605944.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -606115.625000 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -606115.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -606287.187500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -606287.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -606420.125000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -606420.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606503.375000 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -606503.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -606546.562500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606546.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -606569.875000 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606569.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -606580.562500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606580.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -606586.875000 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -606594.375000 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -606602.312500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -606606.437500 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -606611.000000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -606614.000000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -606616.437500 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -606616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -606617.937500 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -606617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -606619.375000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -606619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -606621.062500 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -606621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -606620.375000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -606620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -606620.437500 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -606620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -606621.312500 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -606621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -606621.312500 Penalty: 2675.716064
	Iteration 30F: 3 clusters Score -606621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -636669.687500 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -636669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -632773.062500 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -632773.1 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -633839.562500 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -633839.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -634050.062500 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -634050.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -634227.937500 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -634227.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -634405.500000 Penalty: 2756.845703
	Iteration 4F: 3 clusters Score -634405.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -634579.437500 Penalty: 2756.845703
	Iteration 5F: 3 clusters Score -634579.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -634737.125000 Penalty: 2756.845703
	Iteration 6Q: 3 clusters Score -634737.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -634884.125000 Penalty: 2756.845703
	Iteration 7Q: 3 clusters Score -634884.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -635035.812500 Penalty: 2756.845703
	Iteration 8Q: 3 clusters Score -635035.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -635176.375000 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -635176.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -635285.250000 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -635285.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -635376.375000 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -635376.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -635449.625000 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -635449.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -635506.562500 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -635506.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -635552.062500 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -635552.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -635587.187500 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -635587.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -635622.875000 Penalty: 2756.845703
	Iteration 16Q: 3 clusters Score -635622.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -635656.687500 Penalty: 2756.845703
	Iteration 17Q: 3 clusters Score -635656.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -635682.812500 Penalty: 2756.845703
	Iteration 18Q: 3 clusters Score -635682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -635701.875000 Penalty: 2756.845703
	Iteration 19Q: 3 clusters Score -635701.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -635723.125000 Penalty: 2756.845703
	Iteration 20F: 3 clusters Score -635723.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -635736.000000 Penalty: 2756.845703
	Iteration 21Q: 3 clusters Score -635736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -635747.500000 Penalty: 2756.845703
	Iteration 22Q: 3 clusters Score -635747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -635764.437500 Penalty: 2756.845703
	Iteration 23Q: 3 clusters Score -635764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -635785.437500 Penalty: 2756.845703
	Iteration 24Q: 3 clusters Score -635785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -635818.500000 Penalty: 2756.845703
	Iteration 25Q: 3 clusters Score -635818.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -635858.437500 Penalty: 2756.845703
	Iteration 26Q: 3 clusters Score -635858.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -635896.000000 Penalty: 2756.845703
	Iteration 27Q: 3 clusters Score -635896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -635940.250000 Penalty: 2756.845703
	Iteration 28Q: 3 clusters Score -635940.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -635977.062500 Penalty: 2756.845703
	Iteration 29Q: 3 clusters Score -635977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -636014.437500 Penalty: 2756.845703
	Iteration 30Q: 3 clusters Score -636014.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -636037.687500 Penalty: 2756.845703
	Iteration 31Q: 3 clusters Score -636037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -636050.750000 Penalty: 2756.845703
	Iteration 32Q: 3 clusters Score -636050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -636060.687500 Penalty: 2756.845703
	Iteration 33Q: 3 clusters Score -636060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -636070.562500 Penalty: 2756.845703
	Iteration 34Q: 3 clusters Score -636070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -636086.562500 Penalty: 2756.845703
	Iteration 35Q: 3 clusters Score -636086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -636091.750000 Penalty: 2756.845703
	Iteration 36Q: 3 clusters Score -636091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -636095.937500 Penalty: 2756.845703
	Iteration 37Q: 3 clusters Score -636095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -636095.937500 Penalty: 2756.845703
	Iteration 38F: 3 clusters Score -636095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 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 227 members 
Entering Unmasked Estep 
Score: -53551.515625 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53551.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53699.097656 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53699.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53751.937500 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53751.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53770.484375 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53770.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53779.382812 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53779.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53782.488281 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53782.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53786.902344 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53790.769531 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -53790.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53795.929688 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -53795.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53798.578125 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -53798.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53800.875000 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -53800.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53806.121094 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -53806.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53806.121094 Penalty: 1972.989746
	Iteration 12F: 3 clusters Score -53806.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -22912.074219 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -22912.07 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 215 members 
Entering Unmasked Estep 
Score: -21974.947266 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -21974.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22227.238281 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -22227.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22333.880859 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -22333.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22409.570312 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -22409.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22465.781250 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -22465.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22538.912109 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -22538.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22621.615234 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -22621.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22677.693359 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -22677.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22714.513672 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -22714.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22740.511719 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -22740.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22760.945312 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -22760.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22769.332031 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -22769.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22783.460938 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -22783.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22793.595703 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -22793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22815.931641 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -22815.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22828.480469 Penalty: 1971.485229
	Iteration 15Q: 3 clusters Score -22828.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22838.060547 Penalty: 1971.485229
	Iteration 16Q: 3 clusters Score -22838.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22840.029297 Penalty: 1971.485229
	Iteration 17Q: 3 clusters Score -22840.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22842.761719 Penalty: 1971.485229
	Iteration 18Q: 3 clusters Score -22842.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22844.960938 Penalty: 1971.485229
	Iteration 19Q: 3 clusters Score -22844.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22851.960938 Penalty: 1971.485229
	Iteration 20F: 3 clusters Score -22851.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22864.058594 Penalty: 1971.485229
	Iteration 21Q: 3 clusters Score -22864.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22873.205078 Penalty: 1971.485229
	Iteration 22Q: 3 clusters Score -22873.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22875.751953 Penalty: 1971.485229
	Iteration 23Q: 3 clusters Score -22875.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22875.751953 Penalty: 1971.485229
	Iteration 24F: 3 clusters Score -22875.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -78734.750000 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -78734.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77598.234375 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -77598.23 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77759.851562 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -77759.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77833.750000 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -77833.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77856.859375 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -77856.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77874.421875 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -77874.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77881.132812 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -77881.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77890.367188 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -77890.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77891.546875 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -77891.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77891.921875 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -77891.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77891.921875 Penalty: 2088.608643
	Iteration 9F: 3 clusters Score -77891.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -210982.281250 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -210982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209035.968750 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -209036 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209503.703125 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -209503.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -209643.031250 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -209643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209737.734375 Penalty: 2432.602295
	Iteration 3Q: 3 clusters Score -209737.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209821.343750 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -209821.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209918.562500 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -209918.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209999.890625 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -209999.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210063.609375 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -210063.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210145.953125 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -210146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210252.265625 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -210252.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210324.562500 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -210324.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210396.968750 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -210397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -210462.765625 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -210462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -210511.312500 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -210511.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210551.906250 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -210551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -210597.375000 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -210597.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210623.578125 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -210623.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210644.921875 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -210644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -210658.281250 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -210658.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210667.031250 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -210667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210673.484375 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -210673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210678.718750 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -210678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -210680.359375 Penalty: 2432.602295
	Iteration 22Q: 3 clusters Score -210680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210682.406250 Penalty: 2432.602295
	Iteration 23Q: 3 clusters Score -210682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -210685.765625 Penalty: 2432.602295
	Iteration 24Q: 3 clusters Score -210685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210689.343750 Penalty: 2432.602295
	Iteration 25Q: 3 clusters Score -210689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210700.296875 Penalty: 2432.602295
	Iteration 26Q: 3 clusters Score -210700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210715.406250 Penalty: 2432.602295
	Iteration 27Q: 3 clusters Score -210715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -210719.406250 Penalty: 2432.602295
	Iteration 28Q: 3 clusters Score -210719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210721.531250 Penalty: 2432.602295
	Iteration 29Q: 3 clusters Score -210721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210721.531250 Penalty: 2432.602295
	Iteration 30F: 3 clusters Score -210721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -102171.710938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -102171.7 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 364 members 
Entering Unmasked Estep 
Score: -100960.742188 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100960.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101173.632812 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -101173.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101230.507812 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -101230.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101255.007812 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -101255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101277.109375 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -101277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101290.078125 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -101290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101319.250000 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -101319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101339.570312 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -101339.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101348.367188 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -101348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101354.976562 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -101355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101365.890625 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -101365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101370.664062 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -101370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101381.515625 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -101381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101390.773438 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -101390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101405.539062 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -101405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101419.515625 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -101419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101425.359375 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -101425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101436.015625 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -101436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101452.953125 Penalty: 2133.711182
	Iteration 18Q: 3 clusters Score -101453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101460.164062 Penalty: 2133.711182
	Iteration 19Q: 3 clusters Score -101460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101465.140625 Penalty: 2133.711182
	Iteration 20F: 3 clusters Score -101465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101471.554688 Penalty: 2133.711182
	Iteration 21Q: 3 clusters Score -101471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101471.820312 Penalty: 2133.711182
	Iteration 22Q: 3 clusters Score -101471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101472.906250 Penalty: 2133.711182
	Iteration 23Q: 3 clusters Score -101472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101473.015625 Penalty: 2133.711182
	Iteration 24Q: 3 clusters Score -101473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101473.343750 Penalty: 2133.711182
	Iteration 25Q: 3 clusters Score -101473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101474.375000 Penalty: 2133.711182
	Iteration 26Q: 3 clusters Score -101474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101475.500000 Penalty: 2133.711182
	Iteration 27Q: 3 clusters Score -101475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101475.656250 Penalty: 2133.711182
	Iteration 28Q: 3 clusters Score -101475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101475.656250 Penalty: 2133.711182
	Iteration 29F: 3 clusters Score -101475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1190242.375000 Penalty: 1479.233887
	Iteration 0F: 2 clusters Score -1190242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1183769.250000 Penalty: 2958.467773
	Iteration 0F: 3 clusters Score -1183769 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1186101.000000 Penalty: 2958.467773
	Iteration 1F: 3 clusters Score -1186101 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1186764.125000 Penalty: 2958.467773
	Iteration 2F: 3 clusters Score -1186764 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1187524.750000 Penalty: 2958.467773
	Iteration 3F: 3 clusters Score -1187525 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1188198.875000 Penalty: 2958.467773
	Iteration 4F: 3 clusters Score -1188199 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1188799.625000 Penalty: 2958.467773
	Iteration 5F: 3 clusters Score -1188800 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1189282.375000 Penalty: 2958.467773
	Iteration 6F: 3 clusters Score -1189282 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1189608.875000 Penalty: 2958.467773
	Iteration 7Q: 3 clusters Score -1189609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1189773.625000 Penalty: 2958.467773
	Iteration 8Q: 3 clusters Score -1189774 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1189864.875000 Penalty: 2958.467773
	Iteration 9Q: 3 clusters Score -1189865 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1189924.875000 Penalty: 2958.467773
	Iteration 10Q: 3 clusters Score -1189925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1189950.000000 Penalty: 2958.467773
	Iteration 11Q: 3 clusters Score -1189950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1189968.625000 Penalty: 2958.467773
	Iteration 12Q: 3 clusters Score -1189969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1189978.500000 Penalty: 2958.467773
	Iteration 13Q: 3 clusters Score -1189978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1189986.625000 Penalty: 2958.467773
	Iteration 14Q: 3 clusters Score -1189987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1189992.500000 Penalty: 2958.467773
	Iteration 15Q: 3 clusters Score -1189992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1190004.500000 Penalty: 2958.467773
	Iteration 16Q: 3 clusters Score -1190004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1190012.500000 Penalty: 2958.467773
	Iteration 17Q: 3 clusters Score -1190012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1190019.875000 Penalty: 2958.467773
	Iteration 18Q: 3 clusters Score -1190020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1190020.375000 Penalty: 2958.467773
	Iteration 19Q: 3 clusters Score -1190020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1190027.375000 Penalty: 2958.467773
	Iteration 20F: 3 clusters Score -1190027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1190033.500000 Penalty: 2958.467773
	Iteration 21Q: 3 clusters Score -1190034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1190038.250000 Penalty: 2958.467773
	Iteration 22Q: 3 clusters Score -1190038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1190036.500000 Penalty: 2958.467773
	Iteration 23Q: 3 clusters Score -1190036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1190036.625000 Penalty: 2958.467773
	Iteration 24Q: 3 clusters Score -1190037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1190036.875000 Penalty: 2958.467773
	Iteration 25Q: 3 clusters Score -1190037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1190036.500000 Penalty: 2958.467773
	Iteration 26Q: 3 clusters Score -1190036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1190036.000000 Penalty: 2958.467773
	Iteration 27Q: 3 clusters Score -1190036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1190037.500000 Penalty: 2958.467773
	Iteration 28Q: 3 clusters Score -1190038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1190037.500000 Penalty: 2958.467773
	Iteration 29F: 3 clusters Score -1190038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -36595.726562 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -36595.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35764.308594 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -35764.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35851.558594 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -35851.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35864.933594 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -35864.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35865.242188 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -35865.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35865.242188 Penalty: 1849.366821
	Iteration 4F: 3 clusters Score -35865.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -125114.898438 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -125114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123680.578125 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -123680.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -123893.929688 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -123893.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123967.015625 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -123967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124003.968750 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -124004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124031.984375 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -124032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124058.906250 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -124058.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124079.070312 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -124079.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124085.390625 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -124085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -124097.835938 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -124097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -124108.445312 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -124108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -124114.687500 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -124114.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124119.679688 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -124119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124125.242188 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -124125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -124126.437500 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -124126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -124126.703125 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -124126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -124126.703125 Penalty: 2235.456055
	Iteration 15F: 3 clusters Score -124126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -158482.968750 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158483 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158717.062500 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158717.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -158785.031250 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -158815.234375 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158815.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -158839.703125 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158839.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -158862.218750 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -158871.078125 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -158873.984375 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -158882.515625 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -158882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -158887.078125 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -158887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -158887.843750 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -158887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -158888.671875 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -158888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -158889.812500 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -158889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -158892.265625 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -158892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -158892.265625 Penalty: 2241.425537
	Iteration 14F: 3 clusters Score -158892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -363539.687500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -363539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -360948.312500 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -360948.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -361594.062500 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -361594.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -361743.531250 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -361743.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -361823.656250 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -361823.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -361876.218750 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -361876.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -361922.250000 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -361922.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -361959.437500 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -361959.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -361982.156250 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -361982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -361997.156250 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -361997.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -362020.000000 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -362020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -362037.375000 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -362037.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -362053.468750 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -362053.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -362069.312500 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -362069.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -362083.187500 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -362083.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -362098.468750 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -362098.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -362117.125000 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -362117.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -362132.593750 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -362132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -362146.343750 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -362146.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -362161.312500 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -362161.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -362174.156250 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -362174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -362185.312500 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -362185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -362193.843750 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -362193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -362206.093750 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -362206.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -362217.906250 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -362217.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -362228.750000 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -362228.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -362239.625000 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -362239.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -362255.781250 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -362255.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -362272.218750 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -362272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -362278.406250 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -362278.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -362282.593750 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -362282.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -362287.906250 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -362287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -362291.437500 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -362291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -362295.250000 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -362295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -362298.343750 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -362298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -362302.562500 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -362302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -362306.281250 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -362306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -362308.312500 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -362308.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -362314.312500 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -362314.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -362322.125000 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -362322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -362326.093750 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -362326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -362331.218750 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -362331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -362338.343750 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -362338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -362342.437500 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -362342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -362343.718750 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -362343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -362345.468750 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -362345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362347.406250 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -362347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -362347.968750 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -362348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -362347.968750 Penalty: 2585.056885
	Iteration 47F: 3 clusters Score -362348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -224243.156250 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -224243.2 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 883 members 
Entering Unmasked Estep 
Score: -222332.921875 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -222332.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -222764.109375 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -222764.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -222917.812500 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -222917.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -223071.328125 Penalty: 2419.000488
	Iteration 3F: 3 clusters Score -223071.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223194.406250 Penalty: 2419.000488
	Iteration 4F: 3 clusters Score -223194.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223283.046875 Penalty: 2419.000488
	Iteration 5Q: 3 clusters Score -223283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223327.968750 Penalty: 2419.000488
	Iteration 6Q: 3 clusters Score -223328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223367.828125 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -223367.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -223401.234375 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -223401.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -223420.828125 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -223420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -223432.906250 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -223432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -223440.312500 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -223440.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223445.062500 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -223445.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223451.781250 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -223451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223454.546875 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -223454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -223455.734375 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -223455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223457.984375 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -223458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223457.984375 Penalty: 2419.000488
	Iteration 17F: 3 clusters Score -223458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Entering Unmasked Estep 
Score: -590459.375000 Penalty: 1369.999023
	Iteration 0F: 2 clusters Score -590459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -586721.500000 Penalty: 2739.998047
	Iteration 0F: 3 clusters Score -586721.5 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -587700.062500 Penalty: 2739.998047
	Iteration 1F: 3 clusters Score -587700.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -587851.375000 Penalty: 2739.998047
	Iteration 2F: 3 clusters Score -587851.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -587972.375000 Penalty: 2739.998047
	Iteration 3F: 3 clusters Score -587972.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -588071.937500 Penalty: 2739.998047
	Iteration 4Q: 3 clusters Score -588071.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -588147.062500 Penalty: 2739.998047
	Iteration 5Q: 3 clusters Score -588147.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -588211.687500 Penalty: 2739.998047
	Iteration 6Q: 3 clusters Score -588211.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -588272.687500 Penalty: 2739.998047
	Iteration 7Q: 3 clusters Score -588272.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -588313.937500 Penalty: 2739.998047
	Iteration 8Q: 3 clusters Score -588313.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -588362.937500 Penalty: 2739.998047
	Iteration 9Q: 3 clusters Score -588362.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -588419.875000 Penalty: 2739.998047
	Iteration 10Q: 3 clusters Score -588419.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -588479.750000 Penalty: 2739.998047
	Iteration 11Q: 3 clusters Score -588479.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -588529.187500 Penalty: 2739.998047
	Iteration 12Q: 3 clusters Score -588529.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -588564.250000 Penalty: 2739.998047
	Iteration 13Q: 3 clusters Score -588564.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -588598.562500 Penalty: 2739.998047
	Iteration 14Q: 3 clusters Score -588598.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -588625.375000 Penalty: 2739.998047
	Iteration 15Q: 3 clusters Score -588625.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -588650.500000 Penalty: 2739.998047
	Iteration 16Q: 3 clusters Score -588650.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -588671.687500 Penalty: 2739.998047
	Iteration 17Q: 3 clusters Score -588671.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -588690.375000 Penalty: 2739.998047
	Iteration 18Q: 3 clusters Score -588690.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -588707.437500 Penalty: 2739.998047
	Iteration 19Q: 3 clusters Score -588707.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -588725.062500 Penalty: 2739.998047
	Iteration 20F: 3 clusters Score -588725.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -588741.062500 Penalty: 2739.998047
	Iteration 21Q: 3 clusters Score -588741.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -588754.312500 Penalty: 2739.998047
	Iteration 22Q: 3 clusters Score -588754.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -588771.437500 Penalty: 2739.998047
	Iteration 23Q: 3 clusters Score -588771.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -588787.625000 Penalty: 2739.998047
	Iteration 24Q: 3 clusters Score -588787.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -588805.187500 Penalty: 2739.998047
	Iteration 25Q: 3 clusters Score -588805.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -588818.500000 Penalty: 2739.998047
	Iteration 26Q: 3 clusters Score -588818.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -588834.250000 Penalty: 2739.998047
	Iteration 27Q: 3 clusters Score -588834.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -588852.812500 Penalty: 2739.998047
	Iteration 28Q: 3 clusters Score -588852.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -588867.437500 Penalty: 2739.998047
	Iteration 29Q: 3 clusters Score -588867.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -588884.562500 Penalty: 2739.998047
	Iteration 30Q: 3 clusters Score -588884.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -588900.125000 Penalty: 2739.998047
	Iteration 31Q: 3 clusters Score -588900.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -588918.687500 Penalty: 2739.998047
	Iteration 32Q: 3 clusters Score -588918.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -588936.062500 Penalty: 2739.998047
	Iteration 33Q: 3 clusters Score -588936.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -588953.875000 Penalty: 2739.998047
	Iteration 34Q: 3 clusters Score -588953.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -588975.125000 Penalty: 2739.998047
	Iteration 35Q: 3 clusters Score -588975.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -588990.437500 Penalty: 2739.998047
	Iteration 36Q: 3 clusters Score -588990.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -589006.375000 Penalty: 2739.998047
	Iteration 37Q: 3 clusters Score -589006.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -589020.000000 Penalty: 2739.998047
	Iteration 38Q: 3 clusters Score -589020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -589028.937500 Penalty: 2739.998047
	Iteration 39Q: 3 clusters Score -589028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -589035.375000 Penalty: 2739.998047
	Iteration 40F: 3 clusters Score -589035.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -589040.562500 Penalty: 2739.998047
	Iteration 41Q: 3 clusters Score -589040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -589045.000000 Penalty: 2739.998047
	Iteration 42Q: 3 clusters Score -589045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -589049.062500 Penalty: 2739.998047
	Iteration 43Q: 3 clusters Score -589049.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -589053.375000 Penalty: 2739.998047
	Iteration 44Q: 3 clusters Score -589053.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -589056.875000 Penalty: 2739.998047
	Iteration 45Q: 3 clusters Score -589056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -589063.437500 Penalty: 2739.998047
	Iteration 46Q: 3 clusters Score -589063.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -589070.937500 Penalty: 2739.998047
	Iteration 47Q: 3 clusters Score -589070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -589081.000000 Penalty: 2739.998047
	Iteration 48Q: 3 clusters Score -589081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -589087.375000 Penalty: 2739.998047
	Iteration 49Q: 3 clusters Score -589087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -589090.312500 Penalty: 2739.998047
	Iteration 50Q: 3 clusters Score -589090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -589094.312500 Penalty: 2739.998047
	Iteration 51Q: 3 clusters Score -589094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -589099.812500 Penalty: 2739.998047
	Iteration 52Q: 3 clusters Score -589099.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -589105.812500 Penalty: 2739.998047
	Iteration 53Q: 3 clusters Score -589105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -589111.562500 Penalty: 2739.998047
	Iteration 54Q: 3 clusters Score -589111.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -589117.187500 Penalty: 2739.998047
	Iteration 55Q: 3 clusters Score -589117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -589122.375000 Penalty: 2739.998047
	Iteration 56Q: 3 clusters Score -589122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -589127.562500 Penalty: 2739.998047
	Iteration 57Q: 3 clusters Score -589127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -589134.500000 Penalty: 2739.998047
	Iteration 58Q: 3 clusters Score -589134.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -589140.750000 Penalty: 2739.998047
	Iteration 59Q: 3 clusters Score -589140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -589146.000000 Penalty: 2739.998047
	Iteration 60F: 3 clusters Score -589146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -589152.812500 Penalty: 2739.998047
	Iteration 61Q: 3 clusters Score -589152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -589156.187500 Penalty: 2739.998047
	Iteration 62Q: 3 clusters Score -589156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -589161.125000 Penalty: 2739.998047
	Iteration 63Q: 3 clusters Score -589161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -589164.062500 Penalty: 2739.998047
	Iteration 64Q: 3 clusters Score -589164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -589172.687500 Penalty: 2739.998047
	Iteration 65Q: 3 clusters Score -589172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -589181.250000 Penalty: 2739.998047
	Iteration 66Q: 3 clusters Score -589181.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -589188.437500 Penalty: 2739.998047
	Iteration 67Q: 3 clusters Score -589188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -589193.562500 Penalty: 2739.998047
	Iteration 68Q: 3 clusters Score -589193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -589195.875000 Penalty: 2739.998047
	Iteration 69Q: 3 clusters Score -589195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -589198.687500 Penalty: 2739.998047
	Iteration 70Q: 3 clusters Score -589198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -589200.437500 Penalty: 2739.998047
	Iteration 71Q: 3 clusters Score -589200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -589203.500000 Penalty: 2739.998047
	Iteration 72Q: 3 clusters Score -589203.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -589206.812500 Penalty: 2739.998047
	Iteration 73Q: 3 clusters Score -589206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -589209.000000 Penalty: 2739.998047
	Iteration 74Q: 3 clusters Score -589209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -589211.437500 Penalty: 2739.998047
	Iteration 75Q: 3 clusters Score -589211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -589215.187500 Penalty: 2739.998047
	Iteration 76Q: 3 clusters Score -589215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -589222.187500 Penalty: 2739.998047
	Iteration 77Q: 3 clusters Score -589222.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -589225.750000 Penalty: 2739.998047
	Iteration 78Q: 3 clusters Score -589225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -589228.000000 Penalty: 2739.998047
	Iteration 79Q: 3 clusters Score -589228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -589231.812500 Penalty: 2739.998047
	Iteration 80F: 3 clusters Score -589231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -589234.250000 Penalty: 2739.998047
	Iteration 81Q: 3 clusters Score -589234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -589235.500000 Penalty: 2739.998047
	Iteration 82Q: 3 clusters Score -589235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -589237.250000 Penalty: 2739.998047
	Iteration 83Q: 3 clusters Score -589237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -589238.250000 Penalty: 2739.998047
	Iteration 84Q: 3 clusters Score -589238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -589239.750000 Penalty: 2739.998047
	Iteration 85Q: 3 clusters Score -589239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -589241.562500 Penalty: 2739.998047
	Iteration 86Q: 3 clusters Score -589241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -589242.562500 Penalty: 2739.998047
	Iteration 87Q: 3 clusters Score -589242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -589244.687500 Penalty: 2739.998047
	Iteration 88Q: 3 clusters Score -589244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -589246.125000 Penalty: 2739.998047
	Iteration 89Q: 3 clusters Score -589246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -589247.437500 Penalty: 2739.998047
	Iteration 90Q: 3 clusters Score -589247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -589251.437500 Penalty: 2739.998047
	Iteration 91Q: 3 clusters Score -589251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -589254.375000 Penalty: 2739.998047
	Iteration 92Q: 3 clusters Score -589254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -589255.750000 Penalty: 2739.998047
	Iteration 93Q: 3 clusters Score -589255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -589257.500000 Penalty: 2739.998047
	Iteration 94Q: 3 clusters Score -589257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -589259.000000 Penalty: 2739.998047
	Iteration 95Q: 3 clusters Score -589259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -589259.500000 Penalty: 2739.998047
	Iteration 96Q: 3 clusters Score -589259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -589260.312500 Penalty: 2739.998047
	Iteration 97Q: 3 clusters Score -589260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -589261.375000 Penalty: 2739.998047
	Iteration 98Q: 3 clusters Score -589261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -589260.687500 Penalty: 2739.998047
	Iteration 99Q: 3 clusters Score -589260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -589263.437500 Penalty: 2739.998047
	Iteration 100F: 3 clusters Score -589263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -589263.625000 Penalty: 2739.998047
	Iteration 101Q: 3 clusters Score -589263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -589265.500000 Penalty: 2739.998047
	Iteration 102Q: 3 clusters Score -589265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -589266.750000 Penalty: 2739.998047
	Iteration 103Q: 3 clusters Score -589266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -589265.750000 Penalty: 2739.998047
	Iteration 104Q: 3 clusters Score -589265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -589266.500000 Penalty: 2739.998047
	Iteration 105Q: 3 clusters Score -589266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -589266.500000 Penalty: 2739.998047
	Iteration 106Q: 3 clusters Score -589266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -589266.562500 Penalty: 2739.998047
	Iteration 107Q: 3 clusters Score -589266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -589268.125000 Penalty: 2739.998047
	Iteration 108Q: 3 clusters Score -589268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -589268.125000 Penalty: 2739.998047
	Iteration 109F: 3 clusters Score -589268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -39181.761719 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -39181.76 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 160 members 
Entering Unmasked Estep 
Score: -38268.875000 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -38268.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38426.089844 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -38426.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38478.332031 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -38478.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38509.664062 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -38509.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38535.234375 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -38535.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38545.519531 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -38545.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38546.144531 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -38546.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38547.906250 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -38547.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38547.906250 Penalty: 1905.680176
	Iteration 8F: 3 clusters Score -38547.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -20965.828125 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -20965.83 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 126 members 
Entering Unmasked Estep 
Score: -20161.738281 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -20161.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20319.986328 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -20319.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20426.712891 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -20426.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20463.736328 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -20463.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20480.433594 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -20480.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20485.087891 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -20485.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20488.140625 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -20488.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20488.140625 Penalty: 1831.306519
	Iteration 7F: 3 clusters Score -20488.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Entering Unmasked Estep 
Score: -862507.250000 Penalty: 1432.594116
	Iteration 0F: 2 clusters Score -862507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -857399.437500 Penalty: 2865.188232
	Iteration 0F: 3 clusters Score -857399.4 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -858911.625000 Penalty: 2865.188232
	Iteration 1F: 3 clusters Score -858911.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -859130.812500 Penalty: 2865.188232
	Iteration 2F: 3 clusters Score -859130.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -859330.125000 Penalty: 2865.188232
	Iteration 3F: 3 clusters Score -859330.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -859521.062500 Penalty: 2865.188232
	Iteration 4Q: 3 clusters Score -859521.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -859692.562500 Penalty: 2865.188232
	Iteration 5Q: 3 clusters Score -859692.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -859854.625000 Penalty: 2865.188232
	Iteration 6Q: 3 clusters Score -859854.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -860031.312500 Penalty: 2865.188232
	Iteration 7Q: 3 clusters Score -860031.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -860196.687500 Penalty: 2865.188232
	Iteration 8Q: 3 clusters Score -860196.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -860356.000000 Penalty: 2865.188232
	Iteration 9Q: 3 clusters Score -860356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -860526.437500 Penalty: 2865.188232
	Iteration 10Q: 3 clusters Score -860526.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -860670.125000 Penalty: 2865.188232
	Iteration 11Q: 3 clusters Score -860670.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -860797.125000 Penalty: 2865.188232
	Iteration 12Q: 3 clusters Score -860797.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -860908.250000 Penalty: 2865.188232
	Iteration 13Q: 3 clusters Score -860908.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -860996.562500 Penalty: 2865.188232
	Iteration 14Q: 3 clusters Score -860996.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -861053.875000 Penalty: 2865.188232
	Iteration 15Q: 3 clusters Score -861053.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -861104.375000 Penalty: 2865.188232
	Iteration 16Q: 3 clusters Score -861104.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -861153.062500 Penalty: 2865.188232
	Iteration 17Q: 3 clusters Score -861153.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -861180.625000 Penalty: 2865.188232
	Iteration 18Q: 3 clusters Score -861180.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -861202.187500 Penalty: 2865.188232
	Iteration 19Q: 3 clusters Score -861202.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -861223.125000 Penalty: 2865.188232
	Iteration 20F: 3 clusters Score -861223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -861242.562500 Penalty: 2865.188232
	Iteration 21Q: 3 clusters Score -861242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -861251.875000 Penalty: 2865.188232
	Iteration 22Q: 3 clusters Score -861251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -861265.250000 Penalty: 2865.188232
	Iteration 23Q: 3 clusters Score -861265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -861269.625000 Penalty: 2865.188232
	Iteration 24Q: 3 clusters Score -861269.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -861278.125000 Penalty: 2865.188232
	Iteration 25Q: 3 clusters Score -861278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -861283.062500 Penalty: 2865.188232
	Iteration 26Q: 3 clusters Score -861283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -861284.750000 Penalty: 2865.188232
	Iteration 27Q: 3 clusters Score -861284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -861286.812500 Penalty: 2865.188232
	Iteration 28Q: 3 clusters Score -861286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -861286.812500 Penalty: 2865.188232
	Iteration 29F: 3 clusters Score -861286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -204300.593750 Penalty: 1191.510010
	Iteration 0F: 2 clusters Score -204300.6 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 783 members 
Entering Unmasked Estep 
Score: -202523.531250 Penalty: 2383.020020
	Iteration 0F: 3 clusters Score -202523.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202872.578125 Penalty: 2383.020020
	Iteration 1F: 3 clusters Score -202872.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202946.625000 Penalty: 2383.020020
	Iteration 2F: 3 clusters Score -202946.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202986.765625 Penalty: 2383.020020
	Iteration 3Q: 3 clusters Score -202986.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -203007.609375 Penalty: 2383.020020
	Iteration 4Q: 3 clusters Score -203007.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -203027.109375 Penalty: 2383.020020
	Iteration 5Q: 3 clusters Score -203027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203040.968750 Penalty: 2383.020020
	Iteration 6Q: 3 clusters Score -203041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -203048.046875 Penalty: 2383.020020
	Iteration 7Q: 3 clusters Score -203048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -203052.671875 Penalty: 2383.020020
	Iteration 8Q: 3 clusters Score -203052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203060.328125 Penalty: 2383.020020
	Iteration 9Q: 3 clusters Score -203060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -203065.796875 Penalty: 2383.020020
	Iteration 10Q: 3 clusters Score -203065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -203069.218750 Penalty: 2383.020020
	Iteration 11Q: 3 clusters Score -203069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -203072.578125 Penalty: 2383.020020
	Iteration 12Q: 3 clusters Score -203072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -203073.843750 Penalty: 2383.020020
	Iteration 13Q: 3 clusters Score -203073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -203075.781250 Penalty: 2383.020020
	Iteration 14Q: 3 clusters Score -203075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -203077.765625 Penalty: 2383.020020
	Iteration 15Q: 3 clusters Score -203077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -203078.656250 Penalty: 2383.020020
	Iteration 16Q: 3 clusters Score -203078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203078.703125 Penalty: 2383.020020
	Iteration 17Q: 3 clusters Score -203078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203078.703125 Penalty: 2383.020020
	Iteration 18F: 3 clusters Score -203078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (12212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Entering Unmasked Estep 
Score: -1584232.875000 Penalty: 1529.153320
	Iteration 0F: 2 clusters Score -1584233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1575628.875000 Penalty: 3058.306641
	Iteration 0F: 3 clusters Score -1575629 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1578640.750000 Penalty: 3058.306641
	Iteration 1F: 3 clusters Score -1578641 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1579040.500000 Penalty: 3058.306641
	Iteration 2F: 3 clusters Score -1579040 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1579457.000000 Penalty: 3058.306641
	Iteration 3F: 3 clusters Score -1579457 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1579877.375000 Penalty: 3058.306641
	Iteration 4F: 3 clusters Score -1579877 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1580343.250000 Penalty: 3058.306641
	Iteration 5F: 3 clusters Score -1580343 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1580863.250000 Penalty: 3058.306641
	Iteration 6F: 3 clusters Score -1580863 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1581423.375000 Penalty: 3058.306641
	Iteration 7F: 3 clusters Score -1581423 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1581968.625000 Penalty: 3058.306641
	Iteration 8F: 3 clusters Score -1581969 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1582461.125000 Penalty: 3058.306641
	Iteration 9Q: 3 clusters Score -1582461 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1582783.375000 Penalty: 3058.306641
	Iteration 10Q: 3 clusters Score -1582783 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1582973.625000 Penalty: 3058.306641
	Iteration 11Q: 3 clusters Score -1582974 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1583084.375000 Penalty: 3058.306641
	Iteration 12Q: 3 clusters Score -1583084 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1583146.125000 Penalty: 3058.306641
	Iteration 13Q: 3 clusters Score -1583146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1583194.125000 Penalty: 3058.306641
	Iteration 14Q: 3 clusters Score -1583194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1583225.125000 Penalty: 3058.306641
	Iteration 15Q: 3 clusters Score -1583225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1583242.750000 Penalty: 3058.306641
	Iteration 16Q: 3 clusters Score -1583243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1583257.250000 Penalty: 3058.306641
	Iteration 17Q: 3 clusters Score -1583257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1583271.125000 Penalty: 3058.306641
	Iteration 18Q: 3 clusters Score -1583271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1583274.000000 Penalty: 3058.306641
	Iteration 19Q: 3 clusters Score -1583274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1583287.125000 Penalty: 3058.306641
	Iteration 20F: 3 clusters Score -1583287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1583291.500000 Penalty: 3058.306641
	Iteration 21Q: 3 clusters Score -1583292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1583295.250000 Penalty: 3058.306641
	Iteration 22Q: 3 clusters Score -1583295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1583295.125000 Penalty: 3058.306641
	Iteration 23Q: 3 clusters Score -1583295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1583302.250000 Penalty: 3058.306641
	Iteration 24Q: 3 clusters Score -1583302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1583307.750000 Penalty: 3058.306641
	Iteration 25Q: 3 clusters Score -1583308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1583310.875000 Penalty: 3058.306641
	Iteration 26Q: 3 clusters Score -1583311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1583316.625000 Penalty: 3058.306641
	Iteration 27Q: 3 clusters Score -1583317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1583317.875000 Penalty: 3058.306641
	Iteration 28Q: 3 clusters Score -1583318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1583321.250000 Penalty: 3058.306641
	Iteration 29Q: 3 clusters Score -1583321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1583321.750000 Penalty: 3058.306641
	Iteration 30Q: 3 clusters Score -1583322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1583320.250000 Penalty: 3058.306641
	Iteration 31Q: 3 clusters Score -1583320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1583325.000000 Penalty: 3058.306641
	Iteration 32Q: 3 clusters Score -1583325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1583324.250000 Penalty: 3058.306641
	Iteration 33Q: 3 clusters Score -1583324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1583326.875000 Penalty: 3058.306641
	Iteration 34Q: 3 clusters Score -1583327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1583327.000000 Penalty: 3058.306641
	Iteration 35Q: 3 clusters Score -1583327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1583326.000000 Penalty: 3058.306641
	Iteration 36Q: 3 clusters Score -1583326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1583328.125000 Penalty: 3058.306641
	Iteration 37Q: 3 clusters Score -1583328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1583328.125000 Penalty: 3058.306641
	Iteration 38Q: 3 clusters Score -1583328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1583329.375000 Penalty: 3058.306641
	Iteration 39Q: 3 clusters Score -1583329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1583330.500000 Penalty: 3058.306641
	Iteration 40F: 3 clusters Score -1583330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1583329.750000 Penalty: 3058.306641
	Iteration 41Q: 3 clusters Score -1583330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1583330.250000 Penalty: 3058.306641
	Iteration 42Q: 3 clusters Score -1583330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1583330.250000 Penalty: 3058.306641
	Iteration 43F: 3 clusters Score -1583330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73875 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83630 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71271 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4625 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8982 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995936.000000 Penalty: 171366.265625
Iteration 279Q: 81 clusters Score -6.899594e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73848 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83628 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71265 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3025 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16648 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4623 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8974 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996096.000000 Penalty: 171366.265625
Iteration 280F: 81 clusters Score -6.89961e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73740 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83626 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71367 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3148 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16646 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8964 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996120.000000 Penalty: 171366.265625
Iteration 281Q: 81 clusters Score -6.899612e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73566 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3127 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83623 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71541 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3210 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16648 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4623 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8960 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996096.000000 Penalty: 171366.265625
Iteration 282Q: 81 clusters Score -6.89961e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 6636 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2922 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83624 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71758 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21066 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3250 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16649 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4621 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8957 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996064.000000 Penalty: 171366.265625
Iteration 283Q: 81 clusters Score -6.899606e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55746 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73201 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2920 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3128 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83620 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 71969 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21065 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3273 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1957 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8953 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1708 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996096.000000 Penalty: 171366.265625
Iteration 284Q: 81 clusters Score -6.89961e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 73009 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3130 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83618 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 72182 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21065 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3286 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1956 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16655 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8951 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996120.000000 Penalty: 171366.265625
Iteration 285Q: 81 clusters Score -6.899612e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 72793 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3129 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83616 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 72404 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21064 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3293 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1955 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16655 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8954 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996176.000000 Penalty: 171366.265625
Iteration 286Q: 81 clusters Score -6.899618e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 72591 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2901 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3124 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83614 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 72613 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21064 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3291 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1956 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16658 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4830 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8958 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995944.000000 Penalty: 171366.265625
Iteration 287Q: 81 clusters Score -6.899594e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 72402 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3125 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83616 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 72803 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3293 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1956 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16660 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4829 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8958 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995992.000000 Penalty: 171366.265625
Iteration 288Q: 81 clusters Score -6.899599e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 72212 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83617 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 72988 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7423 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21062 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 3296 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1956 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16659 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4621 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4828 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8963 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1706 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995968.000000 Penalty: 171366.265625
Iteration 289Q: 81 clusters Score -6.899597e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 72065 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83615 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73120 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3302 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1955 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16659 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8967 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996088.000000 Penalty: 171366.265625
Iteration 290Q: 81 clusters Score -6.899609e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 71954 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83613 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73227 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3309 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16662 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8965 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996112.000000 Penalty: 171366.265625
Iteration 291Q: 81 clusters Score -6.899611e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 71871 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3118 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83613 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73302 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3316 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16662 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8964 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996072.000000 Penalty: 171366.265625
Iteration 292Q: 81 clusters Score -6.899607e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 71799 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3118 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83613 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73360 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21063 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3318 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16659 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4622 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8966 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996024.000000 Penalty: 171366.265625
Iteration 293Q: 81 clusters Score -6.899602e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13901 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71750 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2881 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83610 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73402 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21062 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3320 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16658 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4621 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8974 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995992.000000 Penalty: 171366.265625
Iteration 294Q: 81 clusters Score -6.899599e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71751 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83606 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73396 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21062 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3319 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16661 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8977 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995920.000000 Penalty: 171366.265625
Iteration 295Q: 81 clusters Score -6.899592e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71761 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73376 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21061 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3318 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16663 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4621 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8984 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995952.000000 Penalty: 171366.265625
Iteration 296Q: 81 clusters Score -6.899595e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71763 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11799 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3118 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73374 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3317 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16663 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8986 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995856.000000 Penalty: 171366.265625
Iteration 297Q: 81 clusters Score -6.899586e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13901 members 
Mstep: Class 6 contains 6627 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27647 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71767 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11798 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73366 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3319 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1954 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16666 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8988 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4586 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6741 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995792.000000 Penalty: 171366.265625
Iteration 298Q: 81 clusters Score -6.899579e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71765 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73364 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3317 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16664 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8988 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995776.000000 Penalty: 171366.265625
Iteration 299Q: 81 clusters Score -6.899578e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71762 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73366 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7421 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3315 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16660 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995784.000000 Penalty: 171366.265625
Iteration 300F: 81 clusters Score -6.899578e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71767 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73360 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7420 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3314 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16659 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8989 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995776.000000 Penalty: 171366.265625
Iteration 301Q: 81 clusters Score -6.899578e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71774 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73349 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3313 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16660 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8990 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995784.000000 Penalty: 171366.265625
Iteration 302Q: 81 clusters Score -6.899578e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71791 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73334 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3312 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16660 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8989 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995800.000000 Penalty: 171366.265625
Iteration 303Q: 81 clusters Score -6.89958e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71801 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73320 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3312 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16659 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8988 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995800.000000 Penalty: 171366.265625
Iteration 304Q: 81 clusters Score -6.89958e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71809 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73310 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3311 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16658 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8987 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 171366.265625
Iteration 305Q: 81 clusters Score -6.899582e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71826 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73295 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3309 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16656 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8989 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995832.000000 Penalty: 171366.265625
Iteration 306Q: 81 clusters Score -6.899583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71840 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73282 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3308 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16656 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8991 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995856.000000 Penalty: 171366.265625
Iteration 307Q: 81 clusters Score -6.899586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71850 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73275 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3311 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16655 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995848.000000 Penalty: 171366.265625
Iteration 308Q: 81 clusters Score -6.899585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71868 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2881 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73260 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3309 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16654 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995872.000000 Penalty: 171366.265625
Iteration 309Q: 81 clusters Score -6.899587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71885 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73245 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3307 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16654 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8996 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995864.000000 Penalty: 171366.265625
Iteration 310Q: 81 clusters Score -6.899586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71897 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73237 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3307 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8996 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995944.000000 Penalty: 171366.265625
Iteration 311Q: 81 clusters Score -6.899594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71897 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73241 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3308 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995912.000000 Penalty: 171366.265625
Iteration 312Q: 81 clusters Score -6.899591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71907 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73236 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3313 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8996 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995896.000000 Penalty: 171366.265625
Iteration 313Q: 81 clusters Score -6.89959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71917 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73232 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3320 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8994 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995904.000000 Penalty: 171366.265625
Iteration 314Q: 81 clusters Score -6.89959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71925 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73230 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3322 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995920.000000 Penalty: 171366.265625
Iteration 315Q: 81 clusters Score -6.899592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71938 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73218 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3325 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995944.000000 Penalty: 171366.265625
Iteration 316Q: 81 clusters Score -6.899594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71945 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73209 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3326 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1952 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995968.000000 Penalty: 171366.265625
Iteration 317Q: 81 clusters Score -6.899597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71958 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73196 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3328 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996000.000000 Penalty: 171366.265625
Iteration 318Q: 81 clusters Score -6.8996e+07 nChanged 25
Entering ConstructFrom: 
Score: -68996000.000000 Penalty: 171366.265625
Entering ConstructFrom: 
Trying to split cluster 1 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1209280.125000 Penalty: 1480.495361
	Iteration 0F: 2 clusters Score -1209280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1202692.875000 Penalty: 2960.990723
	Iteration 0F: 3 clusters Score -1202693 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1204746.000000 Penalty: 2960.990723
	Iteration 1F: 3 clusters Score -1204746 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1205005.625000 Penalty: 2960.990723
	Iteration 2F: 3 clusters Score -1205006 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1205238.750000 Penalty: 2960.990723
	Iteration 3F: 3 clusters Score -1205239 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1205495.500000 Penalty: 2960.990723
	Iteration 4F: 3 clusters Score -1205496 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1205801.000000 Penalty: 2960.990723
	Iteration 5F: 3 clusters Score -1205801 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1206164.875000 Penalty: 2960.990723
	Iteration 6F: 3 clusters Score -1206165 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1206581.500000 Penalty: 2960.990723
	Iteration 7F: 3 clusters Score -1206582 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1207013.750000 Penalty: 2960.990723
	Iteration 8F: 3 clusters Score -1207014 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1207378.125000 Penalty: 2960.990723
	Iteration 9Q: 3 clusters Score -1207378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1207619.125000 Penalty: 2960.990723
	Iteration 10Q: 3 clusters Score -1207619 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1207798.625000 Penalty: 2960.990723
	Iteration 11Q: 3 clusters Score -1207799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1207888.500000 Penalty: 2960.990723
	Iteration 12Q: 3 clusters Score -1207888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1207941.875000 Penalty: 2960.990723
	Iteration 13Q: 3 clusters Score -1207942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1207981.250000 Penalty: 2960.990723
	Iteration 14Q: 3 clusters Score -1207981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1208015.750000 Penalty: 2960.990723
	Iteration 15Q: 3 clusters Score -1208016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1208037.500000 Penalty: 2960.990723
	Iteration 16Q: 3 clusters Score -1208038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1208050.000000 Penalty: 2960.990723
	Iteration 17Q: 3 clusters Score -1208050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1208063.000000 Penalty: 2960.990723
	Iteration 18Q: 3 clusters Score -1208063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1208069.750000 Penalty: 2960.990723
	Iteration 19Q: 3 clusters Score -1208070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1208079.500000 Penalty: 2960.990723
	Iteration 20F: 3 clusters Score -1208080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1208081.125000 Penalty: 2960.990723
	Iteration 21Q: 3 clusters Score -1208081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1208081.375000 Penalty: 2960.990723
	Iteration 22Q: 3 clusters Score -1208081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1208081.375000 Penalty: 2960.990723
	Iteration 23F: 3 clusters Score -1208081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -87842.101562 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -87842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86574.289062 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -86574.29 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86846.281250 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -86846.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86973.562500 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -86973.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87049.007812 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -87049.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87114.289062 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -87114.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87200.515625 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -87200.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87371.953125 Penalty: 2165.518066
	Iteration 6F: 3 clusters Score -87371.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87597.734375 Penalty: 2165.518066
	Iteration 7F: 3 clusters Score -87597.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87745.687500 Penalty: 2165.518066
	Iteration 8F: 3 clusters Score -87745.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87806.000000 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -87806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87836.601562 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -87836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87854.539062 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -87854.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87874.515625 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -87874.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87885.367188 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -87885.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87912.328125 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -87912.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87922.671875 Penalty: 2165.518066
	Iteration 15Q: 3 clusters Score -87922.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87950.757812 Penalty: 2165.518066
	Iteration 16Q: 3 clusters Score -87950.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87954.445312 Penalty: 2165.518066
	Iteration 17Q: 3 clusters Score -87954.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87955.648438 Penalty: 2165.518066
	Iteration 18Q: 3 clusters Score -87955.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87956.257812 Penalty: 2165.518066
	Iteration 19Q: 3 clusters Score -87956.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87956.257812 Penalty: 2165.518066
	Iteration 20F: 3 clusters Score -87956.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71967 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73187 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3326 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12110 members 
Mstep: Class 81 contains 434 members 
Entering Unmasked Estep 
Score: -68995152.000000 Penalty: 173508.343750
Splitting cluster 2 changes total score from -68996000.000000 to -68995152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -53364.433594 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -53364.43 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 182 members 
Entering Unmasked Estep 
Score: -52437.539062 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -52437.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52640.246094 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -52640.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52734.671875 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -52734.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52772.839844 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -52772.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52803.566406 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -52803.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52809.648438 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -52809.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52817.718750 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -52817.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52829.343750 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -52829.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52845.789062 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -52845.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52866.449219 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -52866.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52873.148438 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -52873.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52873.148438 Penalty: 1927.116455
	Iteration 11F: 3 clusters Score -52873.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -42892.816406 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -42892.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41902.085938 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -41902.09 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42139.546875 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -42139.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42314.734375 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -42314.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42372.804688 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -42372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42423.277344 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -42423.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42458.492188 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -42458.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42501.324219 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -42501.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42551.011719 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -42551.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42595.062500 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -42595.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42616.878906 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -42616.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42627.835938 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -42627.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42645.113281 Penalty: 1984.782349
	Iteration 11Q: 3 clusters Score -42645.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42657.007812 Penalty: 1984.782349
	Iteration 12Q: 3 clusters Score -42657.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42658.535156 Penalty: 1984.782349
	Iteration 13Q: 3 clusters Score -42658.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42658.535156 Penalty: 1984.782349
	Iteration 14F: 3 clusters Score -42658.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -1870868.500000 Penalty: 1550.215576
	Iteration 0F: 2 clusters Score -1870868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1861266.875000 Penalty: 3100.431152
	Iteration 0F: 3 clusters Score -1861267 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1864627.750000 Penalty: 3100.431152
	Iteration 1F: 3 clusters Score -1864628 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1864964.500000 Penalty: 3100.431152
	Iteration 2F: 3 clusters Score -1864964 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1865364.750000 Penalty: 3100.431152
	Iteration 3F: 3 clusters Score -1865365 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1865884.625000 Penalty: 3100.431152
	Iteration 4F: 3 clusters Score -1865885 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1866566.000000 Penalty: 3100.431152
	Iteration 5F: 3 clusters Score -1866566 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1867298.000000 Penalty: 3100.431152
	Iteration 6F: 3 clusters Score -1867298 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1867954.000000 Penalty: 3100.431152
	Iteration 7F: 3 clusters Score -1867954 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1868532.000000 Penalty: 3100.431152
	Iteration 8F: 3 clusters Score -1868532 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1868942.000000 Penalty: 3100.431152
	Iteration 9Q: 3 clusters Score -1868942 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1869206.750000 Penalty: 3100.431152
	Iteration 10Q: 3 clusters Score -1869207 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1869371.125000 Penalty: 3100.431152
	Iteration 11Q: 3 clusters Score -1869371 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1869501.625000 Penalty: 3100.431152
	Iteration 12Q: 3 clusters Score -1869502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1869579.375000 Penalty: 3100.431152
	Iteration 13Q: 3 clusters Score -1869579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1869636.250000 Penalty: 3100.431152
	Iteration 14Q: 3 clusters Score -1869636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1869667.875000 Penalty: 3100.431152
	Iteration 15Q: 3 clusters Score -1869668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1869688.500000 Penalty: 3100.431152
	Iteration 16Q: 3 clusters Score -1869688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1869696.750000 Penalty: 3100.431152
	Iteration 17Q: 3 clusters Score -1869697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1869702.000000 Penalty: 3100.431152
	Iteration 18Q: 3 clusters Score -1869702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1869705.750000 Penalty: 3100.431152
	Iteration 19Q: 3 clusters Score -1869706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1869708.000000 Penalty: 3100.431152
	Iteration 20F: 3 clusters Score -1869708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1869706.875000 Penalty: 3100.431152
	Iteration 21Q: 3 clusters Score -1869707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1869706.500000 Penalty: 3100.431152
	Iteration 22Q: 3 clusters Score -1869706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1869707.500000 Penalty: 3100.431152
	Iteration 23Q: 3 clusters Score -1869708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1869707.500000 Penalty: 3100.431152
	Iteration 24F: 3 clusters Score -1869708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -861836.187500 Penalty: 1429.626221
	Iteration 0F: 2 clusters Score -861836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -856798.812500 Penalty: 2859.252441
	Iteration 0F: 3 clusters Score -856798.8 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -858309.750000 Penalty: 2859.252441
	Iteration 1F: 3 clusters Score -858309.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -858530.000000 Penalty: 2859.252441
	Iteration 2F: 3 clusters Score -858530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -858697.250000 Penalty: 2859.252441
	Iteration 3F: 3 clusters Score -858697.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -858827.062500 Penalty: 2859.252441
	Iteration 4Q: 3 clusters Score -858827.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -858932.500000 Penalty: 2859.252441
	Iteration 5Q: 3 clusters Score -858932.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -859010.937500 Penalty: 2859.252441
	Iteration 6Q: 3 clusters Score -859010.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -859068.750000 Penalty: 2859.252441
	Iteration 7Q: 3 clusters Score -859068.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -859125.750000 Penalty: 2859.252441
	Iteration 8Q: 3 clusters Score -859125.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -859194.250000 Penalty: 2859.252441
	Iteration 9Q: 3 clusters Score -859194.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -859278.187500 Penalty: 2859.252441
	Iteration 10Q: 3 clusters Score -859278.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -859369.250000 Penalty: 2859.252441
	Iteration 11Q: 3 clusters Score -859369.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -859470.562500 Penalty: 2859.252441
	Iteration 12Q: 3 clusters Score -859470.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -859534.187500 Penalty: 2859.252441
	Iteration 13Q: 3 clusters Score -859534.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -859602.250000 Penalty: 2859.252441
	Iteration 14Q: 3 clusters Score -859602.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -859684.437500 Penalty: 2859.252441
	Iteration 15Q: 3 clusters Score -859684.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -859769.187500 Penalty: 2859.252441
	Iteration 16Q: 3 clusters Score -859769.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -859840.937500 Penalty: 2859.252441
	Iteration 17Q: 3 clusters Score -859840.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -859910.250000 Penalty: 2859.252441
	Iteration 18Q: 3 clusters Score -859910.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -859970.875000 Penalty: 2859.252441
	Iteration 19Q: 3 clusters Score -859970.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -860020.875000 Penalty: 2859.252441
	Iteration 20F: 3 clusters Score -860020.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -860069.625000 Penalty: 2859.252441
	Iteration 21Q: 3 clusters Score -860069.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -860105.562500 Penalty: 2859.252441
	Iteration 22Q: 3 clusters Score -860105.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -860130.687500 Penalty: 2859.252441
	Iteration 23Q: 3 clusters Score -860130.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -860151.000000 Penalty: 2859.252441
	Iteration 24Q: 3 clusters Score -860151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -860170.687500 Penalty: 2859.252441
	Iteration 25Q: 3 clusters Score -860170.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -860189.500000 Penalty: 2859.252441
	Iteration 26Q: 3 clusters Score -860189.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -860224.875000 Penalty: 2859.252441
	Iteration 27Q: 3 clusters Score -860224.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -860260.500000 Penalty: 2859.252441
	Iteration 28Q: 3 clusters Score -860260.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -860288.000000 Penalty: 2859.252441
	Iteration 29Q: 3 clusters Score -860288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -860309.062500 Penalty: 2859.252441
	Iteration 30Q: 3 clusters Score -860309.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -860328.812500 Penalty: 2859.252441
	Iteration 31Q: 3 clusters Score -860328.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -860341.187500 Penalty: 2859.252441
	Iteration 32Q: 3 clusters Score -860341.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -860353.312500 Penalty: 2859.252441
	Iteration 33Q: 3 clusters Score -860353.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -860366.312500 Penalty: 2859.252441
	Iteration 34Q: 3 clusters Score -860366.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -860373.812500 Penalty: 2859.252441
	Iteration 35Q: 3 clusters Score -860373.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -860386.687500 Penalty: 2859.252441
	Iteration 36Q: 3 clusters Score -860386.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -860396.437500 Penalty: 2859.252441
	Iteration 37Q: 3 clusters Score -860396.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -860410.937500 Penalty: 2859.252441
	Iteration 38Q: 3 clusters Score -860410.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -860429.812500 Penalty: 2859.252441
	Iteration 39Q: 3 clusters Score -860429.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -860444.437500 Penalty: 2859.252441
	Iteration 40F: 3 clusters Score -860444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -860453.437500 Penalty: 2859.252441
	Iteration 41Q: 3 clusters Score -860453.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -860468.375000 Penalty: 2859.252441
	Iteration 42Q: 3 clusters Score -860468.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -860481.937500 Penalty: 2859.252441
	Iteration 43Q: 3 clusters Score -860481.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -860489.750000 Penalty: 2859.252441
	Iteration 44Q: 3 clusters Score -860489.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -860496.812500 Penalty: 2859.252441
	Iteration 45Q: 3 clusters Score -860496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -860503.437500 Penalty: 2859.252441
	Iteration 46Q: 3 clusters Score -860503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -860507.312500 Penalty: 2859.252441
	Iteration 47Q: 3 clusters Score -860507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -860511.000000 Penalty: 2859.252441
	Iteration 48Q: 3 clusters Score -860511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -860512.937500 Penalty: 2859.252441
	Iteration 49Q: 3 clusters Score -860512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -860515.812500 Penalty: 2859.252441
	Iteration 50Q: 3 clusters Score -860515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -860520.125000 Penalty: 2859.252441
	Iteration 51Q: 3 clusters Score -860520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -860523.437500 Penalty: 2859.252441
	Iteration 52Q: 3 clusters Score -860523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -860528.687500 Penalty: 2859.252441
	Iteration 53Q: 3 clusters Score -860528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -860529.437500 Penalty: 2859.252441
	Iteration 54Q: 3 clusters Score -860529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -860532.750000 Penalty: 2859.252441
	Iteration 55Q: 3 clusters Score -860532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -860532.000000 Penalty: 2859.252441
	Iteration 56Q: 3 clusters Score -860532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -860532.000000 Penalty: 2859.252441
	Iteration 57F: 3 clusters Score -860532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -251348.453125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -251348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249304.078125 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -249304.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -249753.328125 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -249753.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -249886.875000 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -249886.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249979.859375 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -249979.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250059.515625 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -250059.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -250113.734375 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -250113.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250156.921875 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -250156.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250199.937500 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -250199.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -250238.812500 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -250238.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -250277.468750 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -250277.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250305.812500 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -250305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250331.390625 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -250331.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -250353.765625 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -250353.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -250368.531250 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -250368.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -250376.984375 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -250377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -250383.531250 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -250383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -250389.437500 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -250389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -250393.609375 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -250393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -250394.328125 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -250394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -250397.500000 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -250397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -250399.421875 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -250399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -250400.000000 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -250400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -250400.265625 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -250400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -250400.703125 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -250400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -250401.265625 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -250401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -250403.250000 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -250403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -250404.171875 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -250404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -250405.390625 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -250405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -250405.390625 Penalty: 2456.178711
	Iteration 28F: 3 clusters Score -250405.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Entering Unmasked Estep 
Score: -679993.750000 Penalty: 1388.657837
	Iteration 0F: 2 clusters Score -679993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -676003.437500 Penalty: 2777.315674
	Iteration 0F: 3 clusters Score -676003.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -677122.312500 Penalty: 2777.315674
	Iteration 1F: 3 clusters Score -677122.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -677317.312500 Penalty: 2777.315674
	Iteration 2F: 3 clusters Score -677317.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -677491.875000 Penalty: 2777.315674
	Iteration 3F: 3 clusters Score -677491.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -677636.250000 Penalty: 2777.315674
	Iteration 4Q: 3 clusters Score -677636.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -677758.187500 Penalty: 2777.315674
	Iteration 5Q: 3 clusters Score -677758.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -677854.000000 Penalty: 2777.315674
	Iteration 6Q: 3 clusters Score -677854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -677940.500000 Penalty: 2777.315674
	Iteration 7Q: 3 clusters Score -677940.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -678019.625000 Penalty: 2777.315674
	Iteration 8Q: 3 clusters Score -678019.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -678100.250000 Penalty: 2777.315674
	Iteration 9Q: 3 clusters Score -678100.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -678157.375000 Penalty: 2777.315674
	Iteration 10Q: 3 clusters Score -678157.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -678218.000000 Penalty: 2777.315674
	Iteration 11Q: 3 clusters Score -678218 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -678270.500000 Penalty: 2777.315674
	Iteration 12Q: 3 clusters Score -678270.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -678322.312500 Penalty: 2777.315674
	Iteration 13Q: 3 clusters Score -678322.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -678368.625000 Penalty: 2777.315674
	Iteration 14Q: 3 clusters Score -678368.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -678417.625000 Penalty: 2777.315674
	Iteration 15Q: 3 clusters Score -678417.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -678457.625000 Penalty: 2777.315674
	Iteration 16Q: 3 clusters Score -678457.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -678500.375000 Penalty: 2777.315674
	Iteration 17Q: 3 clusters Score -678500.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -678533.937500 Penalty: 2777.315674
	Iteration 18Q: 3 clusters Score -678533.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -678561.125000 Penalty: 2777.315674
	Iteration 19Q: 3 clusters Score -678561.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -678583.437500 Penalty: 2777.315674
	Iteration 20F: 3 clusters Score -678583.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -678602.812500 Penalty: 2777.315674
	Iteration 21Q: 3 clusters Score -678602.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -678617.562500 Penalty: 2777.315674
	Iteration 22Q: 3 clusters Score -678617.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -678629.500000 Penalty: 2777.315674
	Iteration 23Q: 3 clusters Score -678629.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -678635.500000 Penalty: 2777.315674
	Iteration 24Q: 3 clusters Score -678635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -678644.687500 Penalty: 2777.315674
	Iteration 25Q: 3 clusters Score -678644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -678652.250000 Penalty: 2777.315674
	Iteration 26Q: 3 clusters Score -678652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -678660.625000 Penalty: 2777.315674
	Iteration 27Q: 3 clusters Score -678660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -678664.062500 Penalty: 2777.315674
	Iteration 28Q: 3 clusters Score -678664.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -678673.812500 Penalty: 2777.315674
	Iteration 29Q: 3 clusters Score -678673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -678680.562500 Penalty: 2777.315674
	Iteration 30Q: 3 clusters Score -678680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -678686.000000 Penalty: 2777.315674
	Iteration 31Q: 3 clusters Score -678686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -678690.937500 Penalty: 2777.315674
	Iteration 32Q: 3 clusters Score -678690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -678697.687500 Penalty: 2777.315674
	Iteration 33Q: 3 clusters Score -678697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -678701.500000 Penalty: 2777.315674
	Iteration 34Q: 3 clusters Score -678701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -678705.812500 Penalty: 2777.315674
	Iteration 35Q: 3 clusters Score -678705.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -678709.062500 Penalty: 2777.315674
	Iteration 36Q: 3 clusters Score -678709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -678712.375000 Penalty: 2777.315674
	Iteration 37Q: 3 clusters Score -678712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -678712.687500 Penalty: 2777.315674
	Iteration 38Q: 3 clusters Score -678712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -678714.625000 Penalty: 2777.315674
	Iteration 39Q: 3 clusters Score -678714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -678716.875000 Penalty: 2777.315674
	Iteration 40F: 3 clusters Score -678716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -678719.625000 Penalty: 2777.315674
	Iteration 41Q: 3 clusters Score -678719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -678723.125000 Penalty: 2777.315674
	Iteration 42Q: 3 clusters Score -678723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -678724.937500 Penalty: 2777.315674
	Iteration 43Q: 3 clusters Score -678724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -678726.687500 Penalty: 2777.315674
	Iteration 44Q: 3 clusters Score -678726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -678729.187500 Penalty: 2777.315674
	Iteration 45Q: 3 clusters Score -678729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -678731.000000 Penalty: 2777.315674
	Iteration 46Q: 3 clusters Score -678731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -678732.750000 Penalty: 2777.315674
	Iteration 47Q: 3 clusters Score -678732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -678733.562500 Penalty: 2777.315674
	Iteration 48Q: 3 clusters Score -678733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -678734.312500 Penalty: 2777.315674
	Iteration 49Q: 3 clusters Score -678734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -678734.500000 Penalty: 2777.315674
	Iteration 50Q: 3 clusters Score -678734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -678735.687500 Penalty: 2777.315674
	Iteration 51Q: 3 clusters Score -678735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -678740.187500 Penalty: 2777.315674
	Iteration 52Q: 3 clusters Score -678740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -678743.250000 Penalty: 2777.315674
	Iteration 53Q: 3 clusters Score -678743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -678747.437500 Penalty: 2777.315674
	Iteration 54Q: 3 clusters Score -678747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -678748.812500 Penalty: 2777.315674
	Iteration 55Q: 3 clusters Score -678748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -678752.500000 Penalty: 2777.315674
	Iteration 56Q: 3 clusters Score -678752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -678755.687500 Penalty: 2777.315674
	Iteration 57Q: 3 clusters Score -678755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -678756.250000 Penalty: 2777.315674
	Iteration 58Q: 3 clusters Score -678756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -678756.687500 Penalty: 2777.315674
	Iteration 59Q: 3 clusters Score -678756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -678758.187500 Penalty: 2777.315674
	Iteration 60F: 3 clusters Score -678758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -678758.750000 Penalty: 2777.315674
	Iteration 61Q: 3 clusters Score -678758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -678760.875000 Penalty: 2777.315674
	Iteration 62Q: 3 clusters Score -678760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678763.312500 Penalty: 2777.315674
	Iteration 63Q: 3 clusters Score -678763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678763.687500 Penalty: 2777.315674
	Iteration 64Q: 3 clusters Score -678763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -678764.312500 Penalty: 2777.315674
	Iteration 65Q: 3 clusters Score -678764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -678763.437500 Penalty: 2777.315674
	Iteration 66Q: 3 clusters Score -678763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -678763.437500 Penalty: 2777.315674
	Iteration 67F: 3 clusters Score -678763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -523455.375000 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -523455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -520052.125000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -520052.1 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -521000.843750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -521000.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -521224.375000 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -521224.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -521385.968750 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -521386 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -521531.656250 Penalty: 2690.984131
	Iteration 4F: 3 clusters Score -521531.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -521672.625000 Penalty: 2690.984131
	Iteration 5F: 3 clusters Score -521672.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -521804.406250 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -521804.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -521917.968750 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -521918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -522046.875000 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -522046.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -522161.562500 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -522161.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -522277.906250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -522277.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -522446.718750 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -522446.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -522594.187500 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -522594.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -522722.343750 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -522722.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -522777.968750 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -522778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -522814.000000 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -522814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -522838.437500 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -522838.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -522853.812500 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -522853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -522858.250000 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -522858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -522860.312500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -522860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -522863.875000 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -522863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -522864.656250 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -522864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -522864.187500 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -522864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -522865.125000 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -522865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -522865.125000 Penalty: 2690.984131
	Iteration 24F: 3 clusters Score -522865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Entering Unmasked Estep 
Score: -3695993.000000 Penalty: 1661.937622
	Iteration 0F: 2 clusters Score -3695993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3677350.000000 Penalty: 3323.875244
	Iteration 0F: 3 clusters Score -3677350 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3684332.000000 Penalty: 3323.875244
	Iteration 1F: 3 clusters Score -3684332 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3684646.500000 Penalty: 3323.875244
	Iteration 2Q: 3 clusters Score -3684646 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3684923.750000 Penalty: 3323.875244
	Iteration 3Q: 3 clusters Score -3684924 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3685198.750000 Penalty: 3323.875244
	Iteration 4Q: 3 clusters Score -3685199 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3685462.500000 Penalty: 3323.875244
	Iteration 5Q: 3 clusters Score -3685462 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3685793.500000 Penalty: 3323.875244
	Iteration 6Q: 3 clusters Score -3685794 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3686228.750000 Penalty: 3323.875244
	Iteration 7Q: 3 clusters Score -3686229 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3686771.500000 Penalty: 3323.875244
	Iteration 8Q: 3 clusters Score -3686772 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3687488.000000 Penalty: 3323.875244
	Iteration 9Q: 3 clusters Score -3687488 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3688309.750000 Penalty: 3323.875244
	Iteration 10Q: 3 clusters Score -3688310 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3689057.000000 Penalty: 3323.875244
	Iteration 11Q: 3 clusters Score -3689057 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3689575.750000 Penalty: 3323.875244
	Iteration 12Q: 3 clusters Score -3689576 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3689831.250000 Penalty: 3323.875244
	Iteration 13Q: 3 clusters Score -3689831 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3689961.750000 Penalty: 3323.875244
	Iteration 14Q: 3 clusters Score -3689962 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3690044.000000 Penalty: 3323.875244
	Iteration 15Q: 3 clusters Score -3690044 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3690141.250000 Penalty: 3323.875244
	Iteration 16Q: 3 clusters Score -3690141 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3690230.500000 Penalty: 3323.875244
	Iteration 17Q: 3 clusters Score -3690230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3690320.500000 Penalty: 3323.875244
	Iteration 18Q: 3 clusters Score -3690320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3690406.750000 Penalty: 3323.875244
	Iteration 19Q: 3 clusters Score -3690407 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3690521.000000 Penalty: 3323.875244
	Iteration 20F: 3 clusters Score -3690521 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3690676.750000 Penalty: 3323.875244
	Iteration 21Q: 3 clusters Score -3690677 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3690855.250000 Penalty: 3323.875244
	Iteration 22Q: 3 clusters Score -3690855 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3691020.750000 Penalty: 3323.875244
	Iteration 23Q: 3 clusters Score -3691021 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3691211.750000 Penalty: 3323.875244
	Iteration 24Q: 3 clusters Score -3691212 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3691421.000000 Penalty: 3323.875244
	Iteration 25Q: 3 clusters Score -3691421 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3691663.500000 Penalty: 3323.875244
	Iteration 26Q: 3 clusters Score -3691664 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3691942.500000 Penalty: 3323.875244
	Iteration 27Q: 3 clusters Score -3691942 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3692216.000000 Penalty: 3323.875244
	Iteration 28Q: 3 clusters Score -3692216 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3692521.500000 Penalty: 3323.875244
	Iteration 29Q: 3 clusters Score -3692522 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3692828.500000 Penalty: 3323.875244
	Iteration 30Q: 3 clusters Score -3692828 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3693095.000000 Penalty: 3323.875244
	Iteration 31Q: 3 clusters Score -3693095 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3693326.500000 Penalty: 3323.875244
	Iteration 32Q: 3 clusters Score -3693326 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3693521.750000 Penalty: 3323.875244
	Iteration 33Q: 3 clusters Score -3693522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3693684.500000 Penalty: 3323.875244
	Iteration 34Q: 3 clusters Score -3693684 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3693848.250000 Penalty: 3323.875244
	Iteration 35Q: 3 clusters Score -3693848 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3693977.000000 Penalty: 3323.875244
	Iteration 36Q: 3 clusters Score -3693977 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3694074.750000 Penalty: 3323.875244
	Iteration 37Q: 3 clusters Score -3694075 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3694152.250000 Penalty: 3323.875244
	Iteration 38Q: 3 clusters Score -3694152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3694220.000000 Penalty: 3323.875244
	Iteration 39Q: 3 clusters Score -3694220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3694281.000000 Penalty: 3323.875244
	Iteration 40F: 3 clusters Score -3694281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3694342.500000 Penalty: 3323.875244
	Iteration 41Q: 3 clusters Score -3694342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3694380.500000 Penalty: 3323.875244
	Iteration 42Q: 3 clusters Score -3694380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3694409.000000 Penalty: 3323.875244
	Iteration 43Q: 3 clusters Score -3694409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3694424.750000 Penalty: 3323.875244
	Iteration 44Q: 3 clusters Score -3694425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3694438.250000 Penalty: 3323.875244
	Iteration 45Q: 3 clusters Score -3694438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3694446.750000 Penalty: 3323.875244
	Iteration 46Q: 3 clusters Score -3694447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3694465.250000 Penalty: 3323.875244
	Iteration 47Q: 3 clusters Score -3694465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3694483.000000 Penalty: 3323.875244
	Iteration 48Q: 3 clusters Score -3694483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3694497.250000 Penalty: 3323.875244
	Iteration 49Q: 3 clusters Score -3694497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3694503.750000 Penalty: 3323.875244
	Iteration 50Q: 3 clusters Score -3694504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3694506.000000 Penalty: 3323.875244
	Iteration 51Q: 3 clusters Score -3694506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3694511.000000 Penalty: 3323.875244
	Iteration 52Q: 3 clusters Score -3694511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3694517.750000 Penalty: 3323.875244
	Iteration 53Q: 3 clusters Score -3694518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3694528.250000 Penalty: 3323.875244
	Iteration 54Q: 3 clusters Score -3694528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3694531.500000 Penalty: 3323.875244
	Iteration 55Q: 3 clusters Score -3694532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3694533.250000 Penalty: 3323.875244
	Iteration 56Q: 3 clusters Score -3694533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3694534.500000 Penalty: 3323.875244
	Iteration 57Q: 3 clusters Score -3694534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3694534.500000 Penalty: 3323.875244
	Iteration 58Q: 3 clusters Score -3694534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3694534.750000 Penalty: 3323.875244
	Iteration 59Q: 3 clusters Score -3694535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3694536.000000 Penalty: 3323.875244
	Iteration 60F: 3 clusters Score -3694536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3694543.000000 Penalty: 3323.875244
	Iteration 61Q: 3 clusters Score -3694543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3694549.000000 Penalty: 3323.875244
	Iteration 62Q: 3 clusters Score -3694549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3694552.750000 Penalty: 3323.875244
	Iteration 63Q: 3 clusters Score -3694553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3694558.250000 Penalty: 3323.875244
	Iteration 64Q: 3 clusters Score -3694558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3694564.500000 Penalty: 3323.875244
	Iteration 65Q: 3 clusters Score -3694564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3694567.000000 Penalty: 3323.875244
	Iteration 66Q: 3 clusters Score -3694567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3694573.500000 Penalty: 3323.875244
	Iteration 67Q: 3 clusters Score -3694574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3694577.000000 Penalty: 3323.875244
	Iteration 68Q: 3 clusters Score -3694577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3694583.000000 Penalty: 3323.875244
	Iteration 69Q: 3 clusters Score -3694583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3694588.500000 Penalty: 3323.875244
	Iteration 70Q: 3 clusters Score -3694588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3694589.000000 Penalty: 3323.875244
	Iteration 71Q: 3 clusters Score -3694589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3694591.750000 Penalty: 3323.875244
	Iteration 72Q: 3 clusters Score -3694592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3694592.250000 Penalty: 3323.875244
	Iteration 73Q: 3 clusters Score -3694592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3694592.750000 Penalty: 3323.875244
	Iteration 74Q: 3 clusters Score -3694593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3694592.750000 Penalty: 3323.875244
	Iteration 75F: 3 clusters Score -3694593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Entering Unmasked Estep 
Score: -7404630.500000 Penalty: 1775.896973
	Iteration 0F: 2 clusters Score -7404630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7367288.500000 Penalty: 3551.793945
	Iteration 0F: 3 clusters Score -7367288 nChanged 26504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7382283.500000 Penalty: 3551.793945
	Iteration 1F: 3 clusters Score -7382284 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -7382942.500000 Penalty: 3551.793945
	Iteration 2Q: 3 clusters Score -7382942 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7383753.500000 Penalty: 3551.793945
	Iteration 3Q: 3 clusters Score -7383754 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -7385108.500000 Penalty: 3551.793945
	Iteration 4Q: 3 clusters Score -7385108 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -7387110.500000 Penalty: 3551.793945
	Iteration 5F: 3 clusters Score -7387110 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7390313.000000 Penalty: 3551.793945
	Iteration 6F: 3 clusters Score -7390313 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -7394325.000000 Penalty: 3551.793945
	Iteration 7F: 3 clusters Score -7394325 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -7397995.000000 Penalty: 3551.793945
	Iteration 8F: 3 clusters Score -7397995 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7400608.500000 Penalty: 3551.793945
	Iteration 9F: 3 clusters Score -7400608 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -7401988.500000 Penalty: 3551.793945
	Iteration 10Q: 3 clusters Score -7401988 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -7402586.500000 Penalty: 3551.793945
	Iteration 11Q: 3 clusters Score -7402586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -7402825.500000 Penalty: 3551.793945
	Iteration 12Q: 3 clusters Score -7402826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7402930.500000 Penalty: 3551.793945
	Iteration 13Q: 3 clusters Score -7402930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -7402966.000000 Penalty: 3551.793945
	Iteration 14Q: 3 clusters Score -7402966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7402987.000000 Penalty: 3551.793945
	Iteration 15Q: 3 clusters Score -7402987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7402994.500000 Penalty: 3551.793945
	Iteration 16Q: 3 clusters Score -7402994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7403000.500000 Penalty: 3551.793945
	Iteration 17Q: 3 clusters Score -7403000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7403008.500000 Penalty: 3551.793945
	Iteration 18Q: 3 clusters Score -7403008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7403007.000000 Penalty: 3551.793945
	Iteration 19Q: 3 clusters Score -7403007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -7403011.000000 Penalty: 3551.793945
	Iteration 20F: 3 clusters Score -7403011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -7403011.500000 Penalty: 3551.793945
	Iteration 21Q: 3 clusters Score -7403012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7403009.500000 Penalty: 3551.793945
	Iteration 22Q: 3 clusters Score -7403010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7403018.000000 Penalty: 3551.793945
	Iteration 23Q: 3 clusters Score -7403018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7403024.000000 Penalty: 3551.793945
	Iteration 24Q: 3 clusters Score -7403024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -7403021.500000 Penalty: 3551.793945
	Iteration 25Q: 3 clusters Score -7403022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7403017.500000 Penalty: 3551.793945
	Iteration 26Q: 3 clusters Score -7403018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7403017.500000 Penalty: 3551.793945
	Iteration 27F: 3 clusters Score -7403018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -34712.539062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -34712.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33843.816406 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -33843.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33944.050781 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -33944.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33998.460938 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -33998.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34006.214844 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -34006.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34009.375000 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -34009.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34009.375000 Penalty: 1821.885620
	Iteration 5F: 3 clusters Score -34009.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -234791.906250 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -234791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -232797.062500 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -232797.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -233203.625000 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -233203.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -233337.140625 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -233337.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233431.796875 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -233431.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -233498.687500 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -233498.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233548.062500 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -233548.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -233585.515625 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -233585.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -233644.593750 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -233644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -233687.734375 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -233687.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -233719.093750 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -233719.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233753.015625 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -233753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -233793.859375 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -233793.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233857.578125 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -233857.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233974.812500 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -233974.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -234131.890625 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -234131.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -234280.578125 Penalty: 2434.059082
	Iteration 15F: 3 clusters Score -234280.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234404.703125 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -234404.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234504.703125 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -234504.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234543.984375 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -234544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234572.890625 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -234572.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -234585.031250 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -234585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -234586.828125 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -234586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234587.250000 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -234587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -234588.953125 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -234589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234590.015625 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -234590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -234593.968750 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -234594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -234596.671875 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -234596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234599.296875 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -234599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -234600.562500 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -234600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234603.312500 Penalty: 2434.059082
	Iteration 29Q: 3 clusters Score -234603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234609.562500 Penalty: 2434.059082
	Iteration 30Q: 3 clusters Score -234609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234619.203125 Penalty: 2434.059082
	Iteration 31Q: 3 clusters Score -234619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234629.765625 Penalty: 2434.059082
	Iteration 32Q: 3 clusters Score -234629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234645.718750 Penalty: 2434.059082
	Iteration 33Q: 3 clusters Score -234645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -234656.828125 Penalty: 2434.059082
	Iteration 34Q: 3 clusters Score -234656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -234673.171875 Penalty: 2434.059082
	Iteration 35Q: 3 clusters Score -234673.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234693.671875 Penalty: 2434.059082
	Iteration 36Q: 3 clusters Score -234693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -234705.453125 Penalty: 2434.059082
	Iteration 37Q: 3 clusters Score -234705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234712.984375 Penalty: 2434.059082
	Iteration 38Q: 3 clusters Score -234713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234718.765625 Penalty: 2434.059082
	Iteration 39Q: 3 clusters Score -234718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234720.562500 Penalty: 2434.059082
	Iteration 40F: 3 clusters Score -234720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234724.187500 Penalty: 2434.059082
	Iteration 41Q: 3 clusters Score -234724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -234724.500000 Penalty: 2434.059082
	Iteration 42Q: 3 clusters Score -234724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234724.828125 Penalty: 2434.059082
	Iteration 43Q: 3 clusters Score -234724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234724.828125 Penalty: 2434.059082
	Iteration 44F: 3 clusters Score -234724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6341.283691 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -6341.284 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 64 members 
Entering Unmasked Estep 
Score: -5689.378418 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -5689.378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5727.730469 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -5727.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5753.420410 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -5753.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5764.145996 Penalty: 1589.363403
	Iteration 3Q: 3 clusters Score -5764.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5765.709473 Penalty: 1589.363403
	Iteration 4Q: 3 clusters Score -5765.709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5765.709473 Penalty: 1589.363403
	Iteration 5F: 3 clusters Score -5765.709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -215720.875000 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -215720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213822.390625 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -213822.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -214229.296875 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -214229.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214407.468750 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -214407.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -214540.703125 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -214540.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -214646.609375 Penalty: 2415.364990
	Iteration 4F: 3 clusters Score -214646.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -214749.625000 Penalty: 2415.364990
	Iteration 5F: 3 clusters Score -214749.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -214847.578125 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -214847.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214925.562500 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -214925.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -214961.609375 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -214961.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -214995.812500 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -214995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -215015.796875 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -215015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -215024.859375 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -215024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -215029.890625 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -215029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -215032.109375 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -215032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215034.375000 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -215034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215037.015625 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -215037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215037.578125 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -215037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -215038.687500 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -215038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -215039.140625 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -215039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -215040.343750 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -215040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215040.906250 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -215040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215041.593750 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -215041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215041.593750 Penalty: 2415.364990
	Iteration 22F: 3 clusters Score -215041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -354506.968750 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -354507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -351919.593750 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -351919.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -352533.406250 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -352533.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -352672.125000 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -352672.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -352766.531250 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -352766.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -352839.500000 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -352839.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -352905.718750 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -352905.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -352965.718750 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -352965.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -353013.625000 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -353013.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -353075.625000 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -353075.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -353123.250000 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -353123.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -353171.843750 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -353171.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -353215.125000 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -353215.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -353250.468750 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -353250.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -353277.500000 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -353277.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -353303.656250 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -353303.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -353329.156250 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -353329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -353351.718750 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -353351.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -353372.031250 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -353372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -353391.187500 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -353391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -353408.875000 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -353408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -353419.562500 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -353419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -353422.437500 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -353422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -353424.781250 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -353424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -353425.968750 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -353426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -353430.343750 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -353430.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -353430.343750 Penalty: 2574.970459
	Iteration 25F: 3 clusters Score -353430.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161497.593750 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161497.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161799.125000 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161799.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161922.406250 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161922.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161992.500000 Penalty: 2263.036865
	Iteration 3F: 3 clusters Score -161992.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -162027.406250 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -162027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162067.343750 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -162067.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162106.078125 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -162106.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162133.406250 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162133.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162154.296875 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162154.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162171.500000 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162180.562500 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162188.593750 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162197.187500 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -162213.718750 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162223.781250 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162230.609375 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162238.015625 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162245.625000 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162249.687500 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162252.187500 Penalty: 2263.036865
	Iteration 19Q: 3 clusters Score -162252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162253.968750 Penalty: 2263.036865
	Iteration 20F: 3 clusters Score -162254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162255.656250 Penalty: 2263.036865
	Iteration 21Q: 3 clusters Score -162255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162258.000000 Penalty: 2263.036865
	Iteration 22Q: 3 clusters Score -162258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162264.484375 Penalty: 2263.036865
	Iteration 23Q: 3 clusters Score -162264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162271.703125 Penalty: 2263.036865
	Iteration 24Q: 3 clusters Score -162271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162279.250000 Penalty: 2263.036865
	Iteration 25Q: 3 clusters Score -162279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162289.000000 Penalty: 2263.036865
	Iteration 26Q: 3 clusters Score -162289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162300.031250 Penalty: 2263.036865
	Iteration 27Q: 3 clusters Score -162300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162309.187500 Penalty: 2263.036865
	Iteration 28Q: 3 clusters Score -162309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162312.593750 Penalty: 2263.036865
	Iteration 29Q: 3 clusters Score -162312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162316.234375 Penalty: 2263.036865
	Iteration 30Q: 3 clusters Score -162316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162316.234375 Penalty: 2263.036865
	Iteration 31F: 3 clusters Score -162316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -463246.531250 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -463246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -460197.000000 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -460197 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -461280.781250 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -461280.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -461622.156250 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -461622.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -461891.812500 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -461891.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -462142.937500 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -462142.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -462311.781250 Penalty: 2662.315430
	Iteration 5F: 3 clusters Score -462311.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -462401.718750 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -462401.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -462459.468750 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -462459.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -462495.937500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -462495.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -462518.781250 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -462518.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -462543.750000 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -462543.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -462559.000000 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -462559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -462568.687500 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -462568.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -462579.250000 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -462579.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -462590.968750 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -462591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -462599.843750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -462599.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -462606.281250 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -462606.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -462610.781250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -462610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -462611.968750 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -462612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -462612.718750 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -462612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -462613.312500 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -462613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -169190.062500 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -169190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167525.828125 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -167525.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167958.531250 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -167958.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -168149.750000 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -168149.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168280.078125 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -168280.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168363.109375 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -168363.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168398.453125 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -168398.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -168427.765625 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -168427.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168451.156250 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -168451.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168468.578125 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -168468.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168498.296875 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -168498.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168519.265625 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -168519.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -168534.687500 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -168534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168546.890625 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -168546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -168569.828125 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -168569.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -168583.984375 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -168584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168601.859375 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -168601.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168611.812500 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -168611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168618.984375 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -168619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168622.515625 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -168622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168626.078125 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -168626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168628.531250 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -168628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168630.453125 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -168630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168632.265625 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -168632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168633.609375 Penalty: 2344.474854
	Iteration 23Q: 3 clusters Score -168633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -168637.000000 Penalty: 2344.474854
	Iteration 24Q: 3 clusters Score -168637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168637.203125 Penalty: 2344.474854
	Iteration 25Q: 3 clusters Score -168637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168639.984375 Penalty: 2344.474854
	Iteration 26Q: 3 clusters Score -168640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168641.078125 Penalty: 2344.474854
	Iteration 27Q: 3 clusters Score -168641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -168644.031250 Penalty: 2344.474854
	Iteration 28Q: 3 clusters Score -168644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168644.781250 Penalty: 2344.474854
	Iteration 29Q: 3 clusters Score -168644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168644.781250 Penalty: 2344.474854
	Iteration 30F: 3 clusters Score -168644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -20245.320312 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -20245.32 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 104 members 
Entering Unmasked Estep 
Score: -19597.613281 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19597.61 nChanged 41
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: -19707.714844 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19707.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19731.357422 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -19731.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19736.558594 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -19736.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19739.458984 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -19739.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19739.458984 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -19739.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -52082.207031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -52082.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51078.738281 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -51078.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51214.183594 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -51214.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51245.265625 Penalty: 1962.307983
	Iteration 2Q: 3 clusters Score -51245.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51258.652344 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -51258.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51269.761719 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -51269.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51273.503906 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -51273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51274.957031 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -51274.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51278.628906 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -51278.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51283.722656 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -51283.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51288.535156 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -51288.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51288.535156 Penalty: 1962.307983
	Iteration 10F: 3 clusters Score -51288.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -65311.63 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 261 members 
Entering Unmasked Estep 
Score: -64229.542969 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -64229.54 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64612.894531 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -64612.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64881.953125 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -64881.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65098.507812 Penalty: 2039.297729
	Iteration 3F: 3 clusters Score -65098.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65263.917969 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -65263.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65298.859375 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -65298.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65314.582031 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -65314.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65345.195312 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -65345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65367.339844 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -65367.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -65375.359375 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -65375.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65378.226562 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -65378.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65381.882812 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -65381.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65381.882812 Penalty: 2039.297729
	Iteration 12F: 3 clusters Score -65381.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71967 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73187 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3326 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12110 members 
Mstep: Class 81 contains 227 members 
Entering Unmasked Estep 
Score: -68994960.000000 Penalty: 173508.343750
Splitting cluster 22 changes total score from -68996000.000000 to -68994960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -141264.187500 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -141264.2 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 543 members 
Entering Unmasked Estep 
Score: -139748.875000 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -139748.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140068.921875 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -140068.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140182.609375 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -140182.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140232.015625 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -140232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140253.375000 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -140253.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140269.937500 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -140269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140282.187500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -140282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -140287.390625 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -140287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140296.875000 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -140296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140315.046875 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -140315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140325.781250 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -140325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140330.968750 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -140331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140335.703125 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -140335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140341.031250 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -140341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140343.984375 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -140344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140345.203125 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -140345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140349.078125 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -140349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140352.343750 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -140352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140355.156250 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -140355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140364.015625 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -140364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140376.093750 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -140376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140385.203125 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -140385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140388.921875 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -140388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140394.015625 Penalty: 2276.586670
	Iteration 23Q: 3 clusters Score -140394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140400.843750 Penalty: 2276.586670
	Iteration 24Q: 3 clusters Score -140400.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -140407.781250 Penalty: 2276.586670
	Iteration 25Q: 3 clusters Score -140407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140414.375000 Penalty: 2276.586670
	Iteration 26Q: 3 clusters Score -140414.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140424.109375 Penalty: 2276.586670
	Iteration 27Q: 3 clusters Score -140424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140433.625000 Penalty: 2276.586670
	Iteration 28Q: 3 clusters Score -140433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140442.218750 Penalty: 2276.586670
	Iteration 29Q: 3 clusters Score -140442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -140455.593750 Penalty: 2276.586670
	Iteration 30Q: 3 clusters Score -140455.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -140465.937500 Penalty: 2276.586670
	Iteration 31Q: 3 clusters Score -140465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -140473.546875 Penalty: 2276.586670
	Iteration 32Q: 3 clusters Score -140473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140483.281250 Penalty: 2276.586670
	Iteration 33Q: 3 clusters Score -140483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -140497.562500 Penalty: 2276.586670
	Iteration 34Q: 3 clusters Score -140497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -140525.031250 Penalty: 2276.586670
	Iteration 35Q: 3 clusters Score -140525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -140568.859375 Penalty: 2276.586670
	Iteration 36Q: 3 clusters Score -140568.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -140587.671875 Penalty: 2276.586670
	Iteration 37Q: 3 clusters Score -140587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -140608.421875 Penalty: 2276.586670
	Iteration 38Q: 3 clusters Score -140608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -140621.093750 Penalty: 2276.586670
	Iteration 39Q: 3 clusters Score -140621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140631.046875 Penalty: 2276.586670
	Iteration 40F: 3 clusters Score -140631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140632.765625 Penalty: 2276.586670
	Iteration 41Q: 3 clusters Score -140632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140635.312500 Penalty: 2276.586670
	Iteration 42Q: 3 clusters Score -140635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140636.343750 Penalty: 2276.586670
	Iteration 43Q: 3 clusters Score -140636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140637.140625 Penalty: 2276.586670
	Iteration 44Q: 3 clusters Score -140637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140637.140625 Penalty: 2276.586670
	Iteration 45F: 3 clusters Score -140637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -63511.707031 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -63511.71 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 234 members 
Entering Unmasked Estep 
Score: -62480.261719 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -62480.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62743.417969 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -62743.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62878.273438 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -62878.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62927.753906 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -62927.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62961.203125 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -62961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62980.316406 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -62980.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -62987.425781 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -62987.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62988.710938 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -62988.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62988.710938 Penalty: 2011.185791
	Iteration 8F: 3 clusters Score -62988.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -7795.812012 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -7795.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7294.133301 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -7294.133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7373.903320 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -7373.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -259298.515625 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -259298.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -257254.796875 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -257254.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257732.000000 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -257732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257855.218750 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -257855.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -257945.375000 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -257945.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -258027.500000 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -258027.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258097.796875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -258097.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -258151.937500 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -258151.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -258200.453125 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -258200.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -258239.000000 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -258239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258270.203125 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -258270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258305.546875 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -258305.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -258333.265625 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -258333.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -258352.578125 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -258352.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258364.750000 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -258364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -258372.515625 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -258372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -258380.859375 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -258380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -258389.984375 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -258390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258398.140625 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -258398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -258401.750000 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -258401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -258406.156250 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -258406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -258410.265625 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -258410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -258413.203125 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -258413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -258415.343750 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -258415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -258416.828125 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -258416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -258418.156250 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -258418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -258419.531250 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -258419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258420.125000 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -258420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -258420.953125 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -258421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -258421.187500 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -258421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258421.531250 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -258421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258421.531250 Penalty: 2464.389893
	Iteration 30F: 3 clusters Score -258421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (71967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Entering Unmasked Estep 
Score: -9782693.000000 Penalty: 1817.393921
	Iteration 0F: 2 clusters Score -9782693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9737193.000000 Penalty: 3634.787842
	Iteration 0F: 3 clusters Score -9737193 nChanged 34032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -9756412.000000 Penalty: 3634.787842
	Iteration 1F: 3 clusters Score -9756412 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -9757141.000000 Penalty: 3634.787842
	Iteration 2Q: 3 clusters Score -9757141 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -9758364.000000 Penalty: 3634.787842
	Iteration 3Q: 3 clusters Score -9758364 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -9760217.000000 Penalty: 3634.787842
	Iteration 4Q: 3 clusters Score -9760217 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -9763209.000000 Penalty: 3634.787842
	Iteration 5F: 3 clusters Score -9763209 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -9767367.000000 Penalty: 3634.787842
	Iteration 6F: 3 clusters Score -9767367 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -9771596.000000 Penalty: 3634.787842
	Iteration 7F: 3 clusters Score -9771596 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -9774268.000000 Penalty: 3634.787842
	Iteration 8F: 3 clusters Score -9774268 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -9775410.000000 Penalty: 3634.787842
	Iteration 9Q: 3 clusters Score -9775410 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -9775982.000000 Penalty: 3634.787842
	Iteration 10Q: 3 clusters Score -9775982 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -9776336.000000 Penalty: 3634.787842
	Iteration 11Q: 3 clusters Score -9776336 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -9776706.000000 Penalty: 3634.787842
	Iteration 12Q: 3 clusters Score -9776706 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -9777044.000000 Penalty: 3634.787842
	Iteration 13Q: 3 clusters Score -9777044 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -9777426.000000 Penalty: 3634.787842
	Iteration 14Q: 3 clusters Score -9777426 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -9777792.000000 Penalty: 3634.787842
	Iteration 15Q: 3 clusters Score -9777792 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -9778275.000000 Penalty: 3634.787842
	Iteration 16Q: 3 clusters Score -9778275 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -9778700.000000 Penalty: 3634.787842
	Iteration 17Q: 3 clusters Score -9778700 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -9779186.000000 Penalty: 3634.787842
	Iteration 18Q: 3 clusters Score -9779186 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -9779601.000000 Penalty: 3634.787842
	Iteration 19Q: 3 clusters Score -9779601 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9780031.000000 Penalty: 3634.787842
	Iteration 20F: 3 clusters Score -9780031 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9780358.000000 Penalty: 3634.787842
	Iteration 21Q: 3 clusters Score -9780358 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -9780540.000000 Penalty: 3634.787842
	Iteration 22Q: 3 clusters Score -9780540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 38623 members 
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Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -9782418.000000 Penalty: 3634.787842
	Iteration 116Q: 3 clusters Score -9782418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -9782419.000000 Penalty: 3634.787842
	Iteration 117Q: 3 clusters Score -9782419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9782411.000000 Penalty: 3634.787842
	Iteration 118Q: 3 clusters Score -9782411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -9782403.000000 Penalty: 3634.787842
	Iteration 119Q: 3 clusters Score -9782403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -9782409.000000 Penalty: 3634.787842
	Iteration 120F: 3 clusters Score -9782409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -9782412.000000 Penalty: 3634.787842
	Iteration 121Q: 3 clusters Score -9782412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -9782403.000000 Penalty: 3634.787842
	Iteration 122Q: 3 clusters Score -9782403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -9782395.000000 Penalty: 3634.787842
	Iteration 123Q: 3 clusters Score -9782395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9782406.000000 Penalty: 3634.787842
	Iteration 124Q: 3 clusters Score -9782406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -9782402.000000 Penalty: 3634.787842
	Iteration 125Q: 3 clusters Score -9782402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9782397.000000 Penalty: 3634.787842
	Iteration 126Q: 3 clusters Score -9782397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9782397.000000 Penalty: 3634.787842
	Iteration 127F: 3 clusters Score -9782397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -172702.500000 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -172702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171051.796875 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -171051.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -171415.203125 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -171415.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -171532.015625 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -171532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -171599.031250 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -171599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -171656.828125 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -171656.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171707.500000 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -171707.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -171748.796875 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -171748.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171765.359375 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -171765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171782.031250 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -171782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171800.328125 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -171800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -171812.421875 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -171812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171828.812500 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -171828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171842.765625 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -171842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171854.828125 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -171854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -171868.218750 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -171868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171875.921875 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -171875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -171884.296875 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -171884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -171894.203125 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -171894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171905.031250 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -171905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171914.046875 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -171914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -171915.718750 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -171915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171920.625000 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -171920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -171926.484375 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -171926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -171928.937500 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -171928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171931.234375 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -171931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171932.703125 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -171932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171933.546875 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -171933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171933.937500 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -171933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -171937.921875 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -171937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -171940.000000 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -171940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -171941.437500 Penalty: 2341.831299
	Iteration 30Q: 3 clusters Score -171941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171942.218750 Penalty: 2341.831299
	Iteration 31Q: 3 clusters Score -171942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171942.218750 Penalty: 2341.831299
	Iteration 32F: 3 clusters Score -171942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -374133.968750 Penalty: 1294.401123
	Iteration 0F: 2 clusters Score -374134 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 1451 members 
Entering Unmasked Estep 
Score: -371488.593750 Penalty: 2588.802246
	Iteration 0F: 3 clusters Score -371488.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -372107.125000 Penalty: 2588.802246
	Iteration 1F: 3 clusters Score -372107.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -372223.156250 Penalty: 2588.802246
	Iteration 2F: 3 clusters Score -372223.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -372293.906250 Penalty: 2588.802246
	Iteration 3Q: 3 clusters Score -372293.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -372343.000000 Penalty: 2588.802246
	Iteration 4Q: 3 clusters Score -372343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -372373.156250 Penalty: 2588.802246
	Iteration 5Q: 3 clusters Score -372373.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372400.125000 Penalty: 2588.802246
	Iteration 6Q: 3 clusters Score -372400.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -372417.656250 Penalty: 2588.802246
	Iteration 7Q: 3 clusters Score -372417.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -372432.156250 Penalty: 2588.802246
	Iteration 8Q: 3 clusters Score -372432.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -372443.375000 Penalty: 2588.802246
	Iteration 9Q: 3 clusters Score -372443.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -372451.031250 Penalty: 2588.802246
	Iteration 10Q: 3 clusters Score -372451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -372456.187500 Penalty: 2588.802246
	Iteration 11Q: 3 clusters Score -372456.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -372462.437500 Penalty: 2588.802246
	Iteration 12Q: 3 clusters Score -372462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -372465.718750 Penalty: 2588.802246
	Iteration 13Q: 3 clusters Score -372465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -372466.062500 Penalty: 2588.802246
	Iteration 14Q: 3 clusters Score -372466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -372468.781250 Penalty: 2588.802246
	Iteration 15Q: 3 clusters Score -372468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -372472.531250 Penalty: 2588.802246
	Iteration 16Q: 3 clusters Score -372472.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -372475.437500 Penalty: 2588.802246
	Iteration 17Q: 3 clusters Score -372475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -372479.093750 Penalty: 2588.802246
	Iteration 18Q: 3 clusters Score -372479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -372481.343750 Penalty: 2588.802246
	Iteration 19Q: 3 clusters Score -372481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -372483.562500 Penalty: 2588.802246
	Iteration 20F: 3 clusters Score -372483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -372485.156250 Penalty: 2588.802246
	Iteration 21Q: 3 clusters Score -372485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -372487.437500 Penalty: 2588.802246
	Iteration 22Q: 3 clusters Score -372487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372491.500000 Penalty: 2588.802246
	Iteration 23Q: 3 clusters Score -372491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -372494.250000 Penalty: 2588.802246
	Iteration 24Q: 3 clusters Score -372494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -372496.968750 Penalty: 2588.802246
	Iteration 25Q: 3 clusters Score -372497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372500.781250 Penalty: 2588.802246
	Iteration 26Q: 3 clusters Score -372500.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -372503.812500 Penalty: 2588.802246
	Iteration 27Q: 3 clusters Score -372503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -372506.812500 Penalty: 2588.802246
	Iteration 28Q: 3 clusters Score -372506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372510.781250 Penalty: 2588.802246
	Iteration 29Q: 3 clusters Score -372510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -372513.343750 Penalty: 2588.802246
	Iteration 30Q: 3 clusters Score -372513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -372514.875000 Penalty: 2588.802246
	Iteration 31Q: 3 clusters Score -372514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -372517.437500 Penalty: 2588.802246
	Iteration 32Q: 3 clusters Score -372517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -372519.000000 Penalty: 2588.802246
	Iteration 33Q: 3 clusters Score -372519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -372519.843750 Penalty: 2588.802246
	Iteration 34Q: 3 clusters Score -372519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -372521.562500 Penalty: 2588.802246
	Iteration 35Q: 3 clusters Score -372521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -372521.625000 Penalty: 2588.802246
	Iteration 36Q: 3 clusters Score -372521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -372523.437500 Penalty: 2588.802246
	Iteration 37Q: 3 clusters Score -372523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -372524.281250 Penalty: 2588.802246
	Iteration 38Q: 3 clusters Score -372524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -372525.437500 Penalty: 2588.802246
	Iteration 39Q: 3 clusters Score -372525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -372525.843750 Penalty: 2588.802246
	Iteration 40F: 3 clusters Score -372525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -372526.062500 Penalty: 2588.802246
	Iteration 41Q: 3 clusters Score -372526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -372527.468750 Penalty: 2588.802246
	Iteration 42Q: 3 clusters Score -372527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -372527.750000 Penalty: 2588.802246
	Iteration 43Q: 3 clusters Score -372527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -372529.281250 Penalty: 2588.802246
	Iteration 44Q: 3 clusters Score -372529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -372531.375000 Penalty: 2588.802246
	Iteration 45Q: 3 clusters Score -372531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -372533.812500 Penalty: 2588.802246
	Iteration 46Q: 3 clusters Score -372533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -372536.000000 Penalty: 2588.802246
	Iteration 47Q: 3 clusters Score -372536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -372537.531250 Penalty: 2588.802246
	Iteration 48Q: 3 clusters Score -372537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -372538.031250 Penalty: 2588.802246
	Iteration 49Q: 3 clusters Score -372538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -372539.156250 Penalty: 2588.802246
	Iteration 50Q: 3 clusters Score -372539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -372539.250000 Penalty: 2588.802246
	Iteration 51Q: 3 clusters Score -372539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372539.718750 Penalty: 2588.802246
	Iteration 52Q: 3 clusters Score -372539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -372540.062500 Penalty: 2588.802246
	Iteration 53Q: 3 clusters Score -372540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372540.500000 Penalty: 2588.802246
	Iteration 54Q: 3 clusters Score -372540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372541.250000 Penalty: 2588.802246
	Iteration 55Q: 3 clusters Score -372541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -372541.093750 Penalty: 2588.802246
	Iteration 56Q: 3 clusters Score -372541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -372541.093750 Penalty: 2588.802246
	Iteration 57F: 3 clusters Score -372541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -372991.937500 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -372991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370359.281250 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -370359.3 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -370962.812500 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -370962.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -371114.000000 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -371114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -371193.375000 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -371193.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371252.468750 Penalty: 2585.399170
	Iteration 4Q: 3 clusters Score -371252.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -371302.843750 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -371302.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -371352.687500 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -371352.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -371414.000000 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -371414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -371488.968750 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -371489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -371580.031250 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -371580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -371681.593750 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -371681.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -371821.937500 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -371821.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -371954.343750 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -371954.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -372086.156250 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -372086.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -372155.156250 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -372155.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -372197.156250 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -372197.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -372221.656250 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -372221.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -372234.968750 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -372235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -372239.156250 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -372239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -372243.843750 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -372243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -372244.468750 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -372244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -372244.687500 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -372244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -372246.000000 Penalty: 2585.399170
	Iteration 22Q: 3 clusters Score -372246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -372246.062500 Penalty: 2585.399170
	Iteration 23Q: 3 clusters Score -372246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -372248.937500 Penalty: 2585.399170
	Iteration 24Q: 3 clusters Score -372248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -372250.437500 Penalty: 2585.399170
	Iteration 25Q: 3 clusters Score -372250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -372250.812500 Penalty: 2585.399170
	Iteration 26Q: 3 clusters Score -372250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -372250.812500 Penalty: 2585.399170
	Iteration 27F: 3 clusters Score -372250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -152823.031250 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -152823 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 604 members 
Entering Unmasked Estep 
Score: -151265.515625 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151265.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151688.046875 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151688 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151830.046875 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -151830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -151911.625000 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -151911.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -151966.343750 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -151966.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151999.953125 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -152000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152034.390625 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -152034.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152081.406250 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -152081.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -152102.734375 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -152102.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152119.296875 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -152119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152125.875000 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -152125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152132.406250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -152132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152141.593750 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -152141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152149.203125 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -152149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152154.156250 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -152154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152156.218750 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -152156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152158.625000 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -152158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152158.625000 Penalty: 2294.096436
	Iteration 17F: 3 clusters Score -152158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -661908.937500 Penalty: 1380.428955
	Iteration 0F: 2 clusters Score -661908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -658012.687500 Penalty: 2760.857910
	Iteration 0F: 3 clusters Score -658012.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -659121.812500 Penalty: 2760.857910
	Iteration 1F: 3 clusters Score -659121.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -659290.500000 Penalty: 2760.857910
	Iteration 2F: 3 clusters Score -659290.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -659371.312500 Penalty: 2760.857910
	Iteration 3Q: 3 clusters Score -659371.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -659432.187500 Penalty: 2760.857910
	Iteration 4Q: 3 clusters Score -659432.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -659469.687500 Penalty: 2760.857910
	Iteration 5Q: 3 clusters Score -659469.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -659501.500000 Penalty: 2760.857910
	Iteration 6Q: 3 clusters Score -659501.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -659525.562500 Penalty: 2760.857910
	Iteration 7Q: 3 clusters Score -659525.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -659550.812500 Penalty: 2760.857910
	Iteration 8Q: 3 clusters Score -659550.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -659576.312500 Penalty: 2760.857910
	Iteration 9Q: 3 clusters Score -659576.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -659607.000000 Penalty: 2760.857910
	Iteration 10Q: 3 clusters Score -659607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -659633.000000 Penalty: 2760.857910
	Iteration 11Q: 3 clusters Score -659633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -659656.250000 Penalty: 2760.857910
	Iteration 12Q: 3 clusters Score -659656.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -659680.687500 Penalty: 2760.857910
	Iteration 13Q: 3 clusters Score -659680.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -659711.250000 Penalty: 2760.857910
	Iteration 14Q: 3 clusters Score -659711.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -659740.437500 Penalty: 2760.857910
	Iteration 15Q: 3 clusters Score -659740.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -659766.875000 Penalty: 2760.857910
	Iteration 16Q: 3 clusters Score -659766.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -659797.375000 Penalty: 2760.857910
	Iteration 17Q: 3 clusters Score -659797.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -659844.375000 Penalty: 2760.857910
	Iteration 18Q: 3 clusters Score -659844.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -659904.375000 Penalty: 2760.857910
	Iteration 19Q: 3 clusters Score -659904.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -659976.312500 Penalty: 2760.857910
	Iteration 20F: 3 clusters Score -659976.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -660060.125000 Penalty: 2760.857910
	Iteration 21Q: 3 clusters Score -660060.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -660141.625000 Penalty: 2760.857910
	Iteration 22Q: 3 clusters Score -660141.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -660216.812500 Penalty: 2760.857910
	Iteration 23Q: 3 clusters Score -660216.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -660284.812500 Penalty: 2760.857910
	Iteration 24Q: 3 clusters Score -660284.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -660356.562500 Penalty: 2760.857910
	Iteration 25Q: 3 clusters Score -660356.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -660425.687500 Penalty: 2760.857910
	Iteration 26Q: 3 clusters Score -660425.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -660478.000000 Penalty: 2760.857910
	Iteration 27Q: 3 clusters Score -660478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -660517.125000 Penalty: 2760.857910
	Iteration 28Q: 3 clusters Score -660517.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -660557.125000 Penalty: 2760.857910
	Iteration 29Q: 3 clusters Score -660557.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -660587.625000 Penalty: 2760.857910
	Iteration 30Q: 3 clusters Score -660587.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -660611.750000 Penalty: 2760.857910
	Iteration 31Q: 3 clusters Score -660611.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -660630.000000 Penalty: 2760.857910
	Iteration 32Q: 3 clusters Score -660630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -660648.437500 Penalty: 2760.857910
	Iteration 33Q: 3 clusters Score -660648.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -660658.500000 Penalty: 2760.857910
	Iteration 34Q: 3 clusters Score -660658.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -660667.062500 Penalty: 2760.857910
	Iteration 35Q: 3 clusters Score -660667.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -660668.500000 Penalty: 2760.857910
	Iteration 36Q: 3 clusters Score -660668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -660672.000000 Penalty: 2760.857910
	Iteration 37Q: 3 clusters Score -660672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -660673.750000 Penalty: 2760.857910
	Iteration 38Q: 3 clusters Score -660673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -660675.812500 Penalty: 2760.857910
	Iteration 39Q: 3 clusters Score -660675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -660675.562500 Penalty: 2760.857910
	Iteration 40F: 3 clusters Score -660675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -660676.875000 Penalty: 2760.857910
	Iteration 41Q: 3 clusters Score -660676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -660679.187500 Penalty: 2760.857910
	Iteration 42Q: 3 clusters Score -660679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -660679.812500 Penalty: 2760.857910
	Iteration 43Q: 3 clusters Score -660679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -660680.687500 Penalty: 2760.857910
	Iteration 44Q: 3 clusters Score -660680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -660683.000000 Penalty: 2760.857910
	Iteration 45Q: 3 clusters Score -660683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -660683.500000 Penalty: 2760.857910
	Iteration 46Q: 3 clusters Score -660683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -660684.750000 Penalty: 2760.857910
	Iteration 47Q: 3 clusters Score -660684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -660685.187500 Penalty: 2760.857910
	Iteration 48Q: 3 clusters Score -660685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -660688.062500 Penalty: 2760.857910
	Iteration 49Q: 3 clusters Score -660688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -660691.937500 Penalty: 2760.857910
	Iteration 50Q: 3 clusters Score -660691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -660697.062500 Penalty: 2760.857910
	Iteration 51Q: 3 clusters Score -660697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -660699.750000 Penalty: 2760.857910
	Iteration 52Q: 3 clusters Score -660699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -660702.375000 Penalty: 2760.857910
	Iteration 53Q: 3 clusters Score -660702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -660703.000000 Penalty: 2760.857910
	Iteration 54Q: 3 clusters Score -660703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -660706.250000 Penalty: 2760.857910
	Iteration 55Q: 3 clusters Score -660706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -660706.000000 Penalty: 2760.857910
	Iteration 56Q: 3 clusters Score -660706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -660706.562500 Penalty: 2760.857910
	Iteration 57Q: 3 clusters Score -660706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -660706.437500 Penalty: 2760.857910
	Iteration 58Q: 3 clusters Score -660706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -660706.812500 Penalty: 2760.857910
	Iteration 59Q: 3 clusters Score -660706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -660706.625000 Penalty: 2760.857910
	Iteration 60F: 3 clusters Score -660706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -660706.937500 Penalty: 2760.857910
	Iteration 61Q: 3 clusters Score -660706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -660708.500000 Penalty: 2760.857910
	Iteration 62Q: 3 clusters Score -660708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -660712.687500 Penalty: 2760.857910
	Iteration 63Q: 3 clusters Score -660712.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -660718.312500 Penalty: 2760.857910
	Iteration 64Q: 3 clusters Score -660718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -660721.062500 Penalty: 2760.857910
	Iteration 65Q: 3 clusters Score -660721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -660722.500000 Penalty: 2760.857910
	Iteration 66Q: 3 clusters Score -660722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -660721.937500 Penalty: 2760.857910
	Iteration 67Q: 3 clusters Score -660721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -660723.562500 Penalty: 2760.857910
	Iteration 68Q: 3 clusters Score -660723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -660725.312500 Penalty: 2760.857910
	Iteration 69Q: 3 clusters Score -660725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -660724.875000 Penalty: 2760.857910
	Iteration 70Q: 3 clusters Score -660724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -660724.875000 Penalty: 2760.857910
	Iteration 71F: 3 clusters Score -660724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186776.984375 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186777 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -187105.343750 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187105.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187180.968750 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -187226.390625 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -187226.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187258.890625 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -187258.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -187291.875000 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187291.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187326.265625 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187326.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187348.421875 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187348.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -187367.890625 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187367.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187395.765625 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187395.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -187421.156250 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -187448.546875 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187448.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -187477.203125 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187477.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187494.343750 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -187504.828125 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -187519.140625 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187535.703125 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -187554.375000 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -187564.546875 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -187570.640625 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -187570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -187574.593750 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -187574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187580.765625 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -187580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -187587.406250 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -187587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187596.203125 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -187596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -187601.156250 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -187601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -187610.328125 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -187610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -187615.500000 Penalty: 2367.789795
	Iteration 26Q: 3 clusters Score -187615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -187616.406250 Penalty: 2367.789795
	Iteration 27Q: 3 clusters Score -187616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187616.968750 Penalty: 2367.789795
	Iteration 28Q: 3 clusters Score -187617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187617.593750 Penalty: 2367.789795
	Iteration 29Q: 3 clusters Score -187617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187617.593750 Penalty: 2367.789795
	Iteration 30F: 3 clusters Score -187617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -195251.140625 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -195251.1 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 722 members 
Entering Unmasked Estep 
Score: -193509.156250 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -193509.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -193858.875000 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -193858.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193953.875000 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -193953.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194015.562500 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -194015.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194047.843750 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -194047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -194063.640625 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -194063.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -194071.359375 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -194071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194075.656250 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -194075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194079.234375 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -194079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -194080.546875 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -194080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194083.671875 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -194083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194086.328125 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -194086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -194087.828125 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -194087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -194088.265625 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -194088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -194088.531250 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -194088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -194088.984375 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -194089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194089.046875 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -194089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -194089.437500 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -194089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -194089.437500 Penalty: 2371.334473
	Iteration 18F: 3 clusters Score -194089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32209.363281 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -32209.36 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 165 members 
Entering Unmasked Estep 
Score: -31336.394531 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -31336.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31510.535156 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -31510.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31624.380859 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -31624.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31696.906250 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -31696.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31732.671875 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -31732.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31764.421875 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -31764.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31774.595703 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -31774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31776.919922 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -31776.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31781.539062 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -31781.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31782.779297 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -31782.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31783.818359 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -31783.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31785.005859 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -31785.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31785.005859 Penalty: 1870.616211
	Iteration 12F: 3 clusters Score -31785.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1483085.250000 Penalty: 1523.507568
	Iteration 0F: 2 clusters Score -1483085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1474790.750000 Penalty: 3047.015137
	Iteration 0F: 3 clusters Score -1474791 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1477817.875000 Penalty: 3047.015137
	Iteration 1F: 3 clusters Score -1477818 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1478227.250000 Penalty: 3047.015137
	Iteration 2F: 3 clusters Score -1478227 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1478594.500000 Penalty: 3047.015137
	Iteration 3F: 3 clusters Score -1478594 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1478964.750000 Penalty: 3047.015137
	Iteration 4F: 3 clusters Score -1478965 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1479355.250000 Penalty: 3047.015137
	Iteration 5F: 3 clusters Score -1479355 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1479864.250000 Penalty: 3047.015137
	Iteration 6F: 3 clusters Score -1479864 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1480411.750000 Penalty: 3047.015137
	Iteration 7F: 3 clusters Score -1480412 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1480903.000000 Penalty: 3047.015137
	Iteration 8F: 3 clusters Score -1480903 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1481300.750000 Penalty: 3047.015137
	Iteration 9Q: 3 clusters Score -1481301 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1481598.250000 Penalty: 3047.015137
	Iteration 10Q: 3 clusters Score -1481598 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1481816.750000 Penalty: 3047.015137
	Iteration 11Q: 3 clusters Score -1481817 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1481936.125000 Penalty: 3047.015137
	Iteration 12Q: 3 clusters Score -1481936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1482008.625000 Penalty: 3047.015137
	Iteration 13Q: 3 clusters Score -1482009 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1482054.625000 Penalty: 3047.015137
	Iteration 14Q: 3 clusters Score -1482055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1482076.125000 Penalty: 3047.015137
	Iteration 15Q: 3 clusters Score -1482076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1482089.250000 Penalty: 3047.015137
	Iteration 16Q: 3 clusters Score -1482089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1482095.625000 Penalty: 3047.015137
	Iteration 17Q: 3 clusters Score -1482096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1482098.875000 Penalty: 3047.015137
	Iteration 18Q: 3 clusters Score -1482099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1482110.875000 Penalty: 3047.015137
	Iteration 19Q: 3 clusters Score -1482111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1482115.250000 Penalty: 3047.015137
	Iteration 20F: 3 clusters Score -1482115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1482115.500000 Penalty: 3047.015137
	Iteration 21Q: 3 clusters Score -1482116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1482129.375000 Penalty: 3047.015137
	Iteration 22Q: 3 clusters Score -1482129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1482136.000000 Penalty: 3047.015137
	Iteration 23Q: 3 clusters Score -1482136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1482141.250000 Penalty: 3047.015137
	Iteration 24Q: 3 clusters Score -1482141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1482155.125000 Penalty: 3047.015137
	Iteration 25Q: 3 clusters Score -1482155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1482179.625000 Penalty: 3047.015137
	Iteration 26Q: 3 clusters Score -1482180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1482207.250000 Penalty: 3047.015137
	Iteration 27Q: 3 clusters Score -1482207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1482244.375000 Penalty: 3047.015137
	Iteration 28Q: 3 clusters Score -1482244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1482273.000000 Penalty: 3047.015137
	Iteration 29Q: 3 clusters Score -1482273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1482301.750000 Penalty: 3047.015137
	Iteration 30Q: 3 clusters Score -1482302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1482319.125000 Penalty: 3047.015137
	Iteration 31Q: 3 clusters Score -1482319 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1482332.625000 Penalty: 3047.015137
	Iteration 32Q: 3 clusters Score -1482333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1482347.625000 Penalty: 3047.015137
	Iteration 33Q: 3 clusters Score -1482348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1482360.500000 Penalty: 3047.015137
	Iteration 34Q: 3 clusters Score -1482360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1482367.250000 Penalty: 3047.015137
	Iteration 35Q: 3 clusters Score -1482367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1482370.750000 Penalty: 3047.015137
	Iteration 36Q: 3 clusters Score -1482371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1482376.250000 Penalty: 3047.015137
	Iteration 37Q: 3 clusters Score -1482376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1482381.375000 Penalty: 3047.015137
	Iteration 38Q: 3 clusters Score -1482381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1482385.250000 Penalty: 3047.015137
	Iteration 39Q: 3 clusters Score -1482385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1482385.625000 Penalty: 3047.015137
	Iteration 40F: 3 clusters Score -1482386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1482387.625000 Penalty: 3047.015137
	Iteration 41Q: 3 clusters Score -1482388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1482384.250000 Penalty: 3047.015137
	Iteration 42Q: 3 clusters Score -1482384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1482388.625000 Penalty: 3047.015137
	Iteration 43Q: 3 clusters Score -1482389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1482390.000000 Penalty: 3047.015137
	Iteration 44Q: 3 clusters Score -1482390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1482388.125000 Penalty: 3047.015137
	Iteration 45Q: 3 clusters Score -1482388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1482387.750000 Penalty: 3047.015137
	Iteration 46Q: 3 clusters Score -1482388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1482389.375000 Penalty: 3047.015137
	Iteration 47Q: 3 clusters Score -1482389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1482389.875000 Penalty: 3047.015137
	Iteration 48Q: 3 clusters Score -1482390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1482389.750000 Penalty: 3047.015137
	Iteration 49Q: 3 clusters Score -1482390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1482390.250000 Penalty: 3047.015137
	Iteration 50Q: 3 clusters Score -1482390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1482389.375000 Penalty: 3047.015137
	Iteration 51Q: 3 clusters Score -1482389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1482389.125000 Penalty: 3047.015137
	Iteration 52Q: 3 clusters Score -1482389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1482389.125000 Penalty: 3047.015137
	Iteration 53F: 3 clusters Score -1482389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51295.085938 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51295.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51402.335938 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51402.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51437.640625 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -51437.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51463.812500 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51463.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51485.800781 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51504.953125 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51504.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51512.289062 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -51512.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51512.289062 Penalty: 1838.197388
	Iteration 7F: 3 clusters Score -51512.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -611096.187500 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -611096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -607416.500000 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -607416.5 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -608346.625000 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -608346.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -608509.812500 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -608509.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -608617.312500 Penalty: 2735.071289
	Iteration 3F: 3 clusters Score -608617.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -608696.937500 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -608696.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -608769.250000 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -608769.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -608823.875000 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -608823.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -608887.562500 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -608887.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -608943.312500 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -608943.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -609000.312500 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -609000.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -609052.000000 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -609052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -609117.000000 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -609117 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -609189.312500 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -609189.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -609253.062500 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -609253.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -609318.625000 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -609318.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -609391.437500 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -609391.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -609461.500000 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -609461.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -609532.250000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -609532.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -609603.625000 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -609603.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -609661.812500 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -609661.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -609710.000000 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -609710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -609756.250000 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -609756.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -609784.187500 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -609784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -609808.875000 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -609808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -609818.500000 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -609818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -609826.312500 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -609826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -609831.812500 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -609831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -609837.125000 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -609837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -609841.000000 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -609841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -609844.625000 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -609844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -609846.250000 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -609846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -609847.937500 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -609847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -609847.937500 Penalty: 2735.071289
	Iteration 32F: 3 clusters Score -609847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -383998.875000 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -383998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -381241.406250 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -381241.4 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382028.187500 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -382028.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -382212.593750 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -382212.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -382336.000000 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -382336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382421.062500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -382421.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -382488.187500 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -382488.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -382558.531250 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -382558.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -382622.875000 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -382622.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -382677.187500 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -382677.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -382719.562500 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -382719.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -382754.937500 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -382754.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -382794.062500 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -382794.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -382823.375000 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -382823.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -382841.437500 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -382841.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -382851.500000 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -382851.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -382859.343750 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -382859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -382861.968750 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -382862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -382863.937500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -382863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -382870.156250 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -382870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -382875.875000 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -382875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -382881.500000 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -382881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -382887.343750 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -382887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -382893.312500 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -382893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -382897.281250 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -382897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -382901.031250 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -382901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -382906.593750 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -382906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -382909.906250 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -382909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -382911.437500 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -382911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -382916.343750 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -382916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -382917.312500 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -382917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -382918.906250 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -382918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -382920.031250 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -382920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -382920.125000 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -382920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -382920.125000 Penalty: 2615.024658
	Iteration 33F: 3 clusters Score -382920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -9027.887695 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -9027.888 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 143 members 
Entering Unmasked Estep 
Score: -8215.010742 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -8215.011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8344.270508 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -8344.271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8411.689453 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -8411.689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8470.665039 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -8470.665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8499.073242 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -8499.073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8537.908203 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -8537.908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8545.897461 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -8545.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8546.251953 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -8546.252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8546.251953 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -8546.252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Entering Unmasked Estep 
Score: -11338640.000000 Penalty: 1841.750122
	Iteration 0F: 2 clusters Score -1.133864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -11287435.000000 Penalty: 3683.500244
	Iteration 0F: 3 clusters Score -1.128744e+07 nChanged 39942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -11310848.000000 Penalty: 3683.500244
	Iteration 1F: 3 clusters Score -1.131085e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -11311991.000000 Penalty: 3683.500244
	Iteration 2Q: 3 clusters Score -1.131199e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -11313478.000000 Penalty: 3683.500244
	Iteration 3Q: 3 clusters Score -1.131348e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -11315425.000000 Penalty: 3683.500244
	Iteration 4F: 3 clusters Score -1.131542e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -11317834.000000 Penalty: 3683.500244
	Iteration 5F: 3 clusters Score -1.131783e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -11320680.000000 Penalty: 3683.500244
	Iteration 6F: 3 clusters Score -1.132068e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -11323795.000000 Penalty: 3683.500244
	Iteration 7F: 3 clusters Score -1.13238e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -11326816.000000 Penalty: 3683.500244
	Iteration 8F: 3 clusters Score -1.132682e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -11329531.000000 Penalty: 3683.500244
	Iteration 9F: 3 clusters Score -1.132953e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -11332281.000000 Penalty: 3683.500244
	Iteration 10Q: 3 clusters Score -1.133228e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -11334429.000000 Penalty: 3683.500244
	Iteration 11Q: 3 clusters Score -1.133443e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11335756.000000 Penalty: 3683.500244
	Iteration 12Q: 3 clusters Score -1.133576e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11336499.000000 Penalty: 3683.500244
	Iteration 13Q: 3 clusters Score -1.13365e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11336781.000000 Penalty: 3683.500244
	Iteration 14Q: 3 clusters Score -1.133678e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11336894.000000 Penalty: 3683.500244
	Iteration 15Q: 3 clusters Score -1.133689e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11336943.000000 Penalty: 3683.500244
	Iteration 16Q: 3 clusters Score -1.133694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11336968.000000 Penalty: 3683.500244
	Iteration 17Q: 3 clusters Score -1.133697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11336978.000000 Penalty: 3683.500244
	Iteration 18Q: 3 clusters Score -1.133698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11336990.000000 Penalty: 3683.500244
	Iteration 19Q: 3 clusters Score -1.133699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11337011.000000 Penalty: 3683.500244
	Iteration 20F: 3 clusters Score -1.133701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11337025.000000 Penalty: 3683.500244
	Iteration 21Q: 3 clusters Score -1.133702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11337029.000000 Penalty: 3683.500244
	Iteration 22Q: 3 clusters Score -1.133703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11337039.000000 Penalty: 3683.500244
	Iteration 23Q: 3 clusters Score -1.133704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11337041.000000 Penalty: 3683.500244
	Iteration 24Q: 3 clusters Score -1.133704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11337040.000000 Penalty: 3683.500244
	Iteration 25Q: 3 clusters Score -1.133704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11337038.000000 Penalty: 3683.500244
	Iteration 26Q: 3 clusters Score -1.133704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11337040.000000 Penalty: 3683.500244
	Iteration 27Q: 3 clusters Score -1.133704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11337034.000000 Penalty: 3683.500244
	Iteration 28Q: 3 clusters Score -1.133703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11337032.000000 Penalty: 3683.500244
	Iteration 29Q: 3 clusters Score -1.133703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11337040.000000 Penalty: 3683.500244
	Iteration 30Q: 3 clusters Score -1.133704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11337047.000000 Penalty: 3683.500244
	Iteration 31Q: 3 clusters Score -1.133705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11337051.000000 Penalty: 3683.500244
	Iteration 32Q: 3 clusters Score -1.133705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11337051.000000 Penalty: 3683.500244
	Iteration 33F: 3 clusters Score -1.133705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -274237.281250 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -274237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -272138.031250 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -272138 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -272683.156250 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -272683.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -272938.531250 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -272938.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273132.218750 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -273132.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -273311.343750 Penalty: 2485.530518
	Iteration 4F: 3 clusters Score -273311.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273459.906250 Penalty: 2485.530518
	Iteration 5F: 3 clusters Score -273459.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -273571.312500 Penalty: 2485.530518
	Iteration 6F: 3 clusters Score -273571.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273623.125000 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -273623.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -273650.156250 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -273650.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -273665.750000 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -273665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -273679.593750 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -273679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -273687.375000 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -273687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -273692.562500 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -273692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -273694.906250 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -273694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -273696.906250 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -273696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273697.093750 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -273697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273697.093750 Penalty: 2485.530518
	Iteration 16F: 3 clusters Score -273697.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -143362.093750 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -143362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141750.796875 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -141750.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142155.125000 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -142155.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -142342.593750 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -142342.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142449.468750 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -142449.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142535.421875 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -142535.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142591.125000 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -142591.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142658.062500 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -142658.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142701.546875 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -142701.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142741.531250 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -142741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142779.078125 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -142779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -142811.515625 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -142811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142838.703125 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -142838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142860.046875 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -142860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142876.609375 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -142876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142885.437500 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -142885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142888.890625 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -142888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142889.515625 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -142889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142889.515625 Penalty: 2326.010742
	Iteration 17F: 3 clusters Score -142889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -29772.974609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -29772.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28985.664062 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28985.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29096.851562 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -29096.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29120.716797 Penalty: 1824.266602
	Iteration 2Q: 3 clusters Score -29120.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29134.878906 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -29134.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29138.068359 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -29138.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29138.068359 Penalty: 1824.266602
	Iteration 5F: 3 clusters Score -29138.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (73187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Entering Unmasked Estep 
Score: -9995475.000000 Penalty: 1820.125610
	Iteration 0F: 2 clusters Score -9995475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9950341.000000 Penalty: 3640.251221
	Iteration 0F: 3 clusters Score -9950341 nChanged 34614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9970173.000000 Penalty: 3640.251221
	Iteration 1F: 3 clusters Score -9970173 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -9971124.000000 Penalty: 3640.251221
	Iteration 2Q: 3 clusters Score -9971124 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -9972528.000000 Penalty: 3640.251221
	Iteration 3Q: 3 clusters Score -9972528 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -9974622.000000 Penalty: 3640.251221
	Iteration 4F: 3 clusters Score -9974622 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -9977986.000000 Penalty: 3640.251221
	Iteration 5F: 3 clusters Score -9977986 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -9982464.000000 Penalty: 3640.251221
	Iteration 6F: 3 clusters Score -9982464 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -9986273.000000 Penalty: 3640.251221
	Iteration 7F: 3 clusters Score -9986273 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -9988237.000000 Penalty: 3640.251221
	Iteration 8Q: 3 clusters Score -9988237 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9989360.000000 Penalty: 3640.251221
	Iteration 9Q: 3 clusters Score -9989360 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -9990198.000000 Penalty: 3640.251221
	Iteration 10Q: 3 clusters Score -9990198 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -9991139.000000 Penalty: 3640.251221
	Iteration 11Q: 3 clusters Score -9991139 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -9992070.000000 Penalty: 3640.251221
	Iteration 12Q: 3 clusters Score -9992070 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -9992949.000000 Penalty: 3640.251221
	Iteration 13Q: 3 clusters Score -9992949 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9993575.000000 Penalty: 3640.251221
	Iteration 14Q: 3 clusters Score -9993575 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -9994031.000000 Penalty: 3640.251221
	Iteration 15Q: 3 clusters Score -9994031 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -9994352.000000 Penalty: 3640.251221
	Iteration 16Q: 3 clusters Score -9994352 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -9994526.000000 Penalty: 3640.251221
	Iteration 17Q: 3 clusters Score -9994526 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -9994665.000000 Penalty: 3640.251221
	Iteration 18Q: 3 clusters Score -9994665 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -9994784.000000 Penalty: 3640.251221
	Iteration 19Q: 3 clusters Score -9994784 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -9994805.000000 Penalty: 3640.251221
	Iteration 20F: 3 clusters Score -9994805 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -9994880.000000 Penalty: 3640.251221
	Iteration 21Q: 3 clusters Score -9994880 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -9994925.000000 Penalty: 3640.251221
	Iteration 22Q: 3 clusters Score -9994925 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -9994946.000000 Penalty: 3640.251221
	Iteration 23Q: 3 clusters Score -9994946 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -9994978.000000 Penalty: 3640.251221
	Iteration 24Q: 3 clusters Score -9994978 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9994994.000000 Penalty: 3640.251221
	Iteration 25Q: 3 clusters Score -9994994 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -9995055.000000 Penalty: 3640.251221
	Iteration 26Q: 3 clusters Score -9995055 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -9995112.000000 Penalty: 3640.251221
	Iteration 27Q: 3 clusters Score -9995112 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -9995133.000000 Penalty: 3640.251221
	Iteration 28Q: 3 clusters Score -9995133 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -9995131.000000 Penalty: 3640.251221
	Iteration 29Q: 3 clusters Score -9995131 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -9995142.000000 Penalty: 3640.251221
	Iteration 30Q: 3 clusters Score -9995142 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -9995168.000000 Penalty: 3640.251221
	Iteration 31Q: 3 clusters Score -9995168 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -9995142.000000 Penalty: 3640.251221
	Iteration 32Q: 3 clusters Score -9995142 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -9995160.000000 Penalty: 3640.251221
	Iteration 33Q: 3 clusters Score -9995160 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -9995101.000000 Penalty: 3640.251221
	Iteration 34Q: 3 clusters Score -9995101 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -9995136.000000 Penalty: 3640.251221
	Iteration 35Q: 3 clusters Score -9995136 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -9995139.000000 Penalty: 3640.251221
	Iteration 36Q: 3 clusters Score -9995139 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9995121.000000 Penalty: 3640.251221
	Iteration 37Q: 3 clusters Score -9995121 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -9995088.000000 Penalty: 3640.251221
	Iteration 38Q: 3 clusters Score -9995088 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -9995027.000000 Penalty: 3640.251221
	Iteration 39Q: 3 clusters Score -9995027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -9995006.000000 Penalty: 3640.251221
	Iteration 40F: 3 clusters Score -9995006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -9995064.000000 Penalty: 3640.251221
	Iteration 41Q: 3 clusters Score -9995064 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -9995104.000000 Penalty: 3640.251221
	Iteration 42Q: 3 clusters Score -9995104 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -9995171.000000 Penalty: 3640.251221
	Iteration 43Q: 3 clusters Score -9995171 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -9995236.000000 Penalty: 3640.251221
	Iteration 44Q: 3 clusters Score -9995236 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -9995266.000000 Penalty: 3640.251221
	Iteration 45Q: 3 clusters Score -9995266 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -9995291.000000 Penalty: 3640.251221
	Iteration 46Q: 3 clusters Score -9995291 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -9995323.000000 Penalty: 3640.251221
	Iteration 47Q: 3 clusters Score -9995323 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -9995289.000000 Penalty: 3640.251221
	Iteration 48Q: 3 clusters Score -9995289 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -9995278.000000 Penalty: 3640.251221
	Iteration 49Q: 3 clusters Score -9995278 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -9995260.000000 Penalty: 3640.251221
	Iteration 50Q: 3 clusters Score -9995260 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -9995226.000000 Penalty: 3640.251221
	Iteration 51Q: 3 clusters Score -9995226 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -9995199.000000 Penalty: 3640.251221
	Iteration 52Q: 3 clusters Score -9995199 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -9995182.000000 Penalty: 3640.251221
	Iteration 53Q: 3 clusters Score -9995182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -9995169.000000 Penalty: 3640.251221
	Iteration 54Q: 3 clusters Score -9995169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9995128.000000 Penalty: 3640.251221
	Iteration 55Q: 3 clusters Score -9995128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9995131.000000 Penalty: 3640.251221
	Iteration 56Q: 3 clusters Score -9995131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9995137.000000 Penalty: 3640.251221
	Iteration 57Q: 3 clusters Score -9995137 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -9995086.000000 Penalty: 3640.251221
	Iteration 58Q: 3 clusters Score -9995086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9995054.000000 Penalty: 3640.251221
	Iteration 59Q: 3 clusters Score -9995054 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -9995062.000000 Penalty: 3640.251221
	Iteration 60F: 3 clusters Score -9995062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -9995042.000000 Penalty: 3640.251221
	Iteration 61Q: 3 clusters Score -9995042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -9995046.000000 Penalty: 3640.251221
	Iteration 62Q: 3 clusters Score -9995046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -9995044.000000 Penalty: 3640.251221
	Iteration 63Q: 3 clusters Score -9995044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9995025.000000 Penalty: 3640.251221
	Iteration 64Q: 3 clusters Score -9995025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9995016.000000 Penalty: 3640.251221
	Iteration 65Q: 3 clusters Score -9995016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -9995003.000000 Penalty: 3640.251221
	Iteration 66Q: 3 clusters Score -9995003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -9995011.000000 Penalty: 3640.251221
	Iteration 67Q: 3 clusters Score -9995011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -9995007.000000 Penalty: 3640.251221
	Iteration 68Q: 3 clusters Score -9995007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -9994999.000000 Penalty: 3640.251221
	Iteration 69Q: 3 clusters Score -9994999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -9994982.000000 Penalty: 3640.251221
	Iteration 70Q: 3 clusters Score -9994982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -9994966.000000 Penalty: 3640.251221
	Iteration 71Q: 3 clusters Score -9994966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9994944.000000 Penalty: 3640.251221
	Iteration 72Q: 3 clusters Score -9994944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9994930.000000 Penalty: 3640.251221
	Iteration 73Q: 3 clusters Score -9994930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -9994918.000000 Penalty: 3640.251221
	Iteration 74Q: 3 clusters Score -9994918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9994923.000000 Penalty: 3640.251221
	Iteration 75Q: 3 clusters Score -9994923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9994931.000000 Penalty: 3640.251221
	Iteration 76Q: 3 clusters Score -9994931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -9994912.000000 Penalty: 3640.251221
	Iteration 77Q: 3 clusters Score -9994912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9994912.000000 Penalty: 3640.251221
	Iteration 78Q: 3 clusters Score -9994912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9994902.000000 Penalty: 3640.251221
	Iteration 79Q: 3 clusters Score -9994902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9994905.000000 Penalty: 3640.251221
	Iteration 80F: 3 clusters Score -9994905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -9994918.000000 Penalty: 3640.251221
	Iteration 81Q: 3 clusters Score -9994918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9994907.000000 Penalty: 3640.251221
	Iteration 82Q: 3 clusters Score -9994907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -9994899.000000 Penalty: 3640.251221
	Iteration 83Q: 3 clusters Score -9994899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9994890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9994891.000000 Penalty: 3640.251221
	Iteration 85Q: 3 clusters Score -9994891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -9994886.000000 Penalty: 3640.251221
	Iteration 86Q: 3 clusters Score -9994886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9994897.000000 Penalty: 3640.251221
	Iteration 87Q: 3 clusters Score -9994897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9994881.000000 Penalty: 3640.251221
	Iteration 88Q: 3 clusters Score -9994881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9994863.000000 Penalty: 3640.251221
	Iteration 89Q: 3 clusters Score -9994863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9994866.000000 Penalty: 3640.251221
	Iteration 90Q: 3 clusters Score -9994866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9994865.000000 Penalty: 3640.251221
	Iteration 91Q: 3 clusters Score -9994865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9994863.000000 Penalty: 3640.251221
	Iteration 92Q: 3 clusters Score -9994863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9994858.000000 Penalty: 3640.251221
	Iteration 93Q: 3 clusters Score -9994858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9994846.000000 Penalty: 3640.251221
	Iteration 94Q: 3 clusters Score -9994846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -9994843.000000 Penalty: 3640.251221
	Iteration 95Q: 3 clusters Score -9994843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9994832.000000 Penalty: 3640.251221
	Iteration 96Q: 3 clusters Score -9994832 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9994838.000000 Penalty: 3640.251221
	Iteration 97Q: 3 clusters Score -9994838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9994835.000000 Penalty: 3640.251221
	Iteration 98Q: 3 clusters Score -9994835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9994835.000000 Penalty: 3640.251221
	Iteration 99Q: 3 clusters Score -9994835 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -9994842.000000 Penalty: 3640.251221
	Iteration 100F: 3 clusters Score -9994842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -9994837.000000 Penalty: 3640.251221
	Iteration 101Q: 3 clusters Score -9994837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9994832.000000 Penalty: 3640.251221
	Iteration 102Q: 3 clusters Score -9994832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9994819.000000 Penalty: 3640.251221
	Iteration 103Q: 3 clusters Score -9994819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9994814.000000 Penalty: 3640.251221
	Iteration 104Q: 3 clusters Score -9994814 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9994813.000000 Penalty: 3640.251221
	Iteration 105Q: 3 clusters Score -9994813 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9994805.000000 Penalty: 3640.251221
	Iteration 106Q: 3 clusters Score -9994805 nChanged 19
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Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9994802.000000 Penalty: 3640.251221
	Iteration 107Q: 3 clusters Score -9994802 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9994795.000000 Penalty: 3640.251221
	Iteration 108Q: 3 clusters Score -9994795 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9994785.000000 Penalty: 3640.251221
	Iteration 109Q: 3 clusters Score -9994785 nChanged 19
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Mstep: Class 1 contains 70165 members 
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Entering Unmasked Estep 
Score: -9994799.000000 Penalty: 3640.251221
	Iteration 110Q: 3 clusters Score -9994799 nChanged 17
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Mstep: Class 1 contains 70182 members 
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Entering Unmasked Estep 
Score: -9994809.000000 Penalty: 3640.251221
	Iteration 111Q: 3 clusters Score -9994809 nChanged 14
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Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9994817.000000 Penalty: 3640.251221
	Iteration 112Q: 3 clusters Score -9994817 nChanged 6
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Mstep: Class 1 contains 70200 members 
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Entering Unmasked Estep 
Score: -9994803.000000 Penalty: 3640.251221
	Iteration 113Q: 3 clusters Score -9994803 nChanged 8
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Mstep: Class 1 contains 70206 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9994785 nChanged 6
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Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9994784.000000 Penalty: 3640.251221
	Iteration 115Q: 3 clusters Score -9994784 nChanged 3
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Mstep: Class 1 contains 70215 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9994785 nChanged 4
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Mstep: Class 1 contains 70219 members 
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Entering Unmasked Estep 
Score: -9994788.000000 Penalty: 3640.251221
	Iteration 117Q: 3 clusters Score -9994788 nChanged 1
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9994789 nChanged 1
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Mstep: Class 1 contains 70221 members 
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Entering Unmasked Estep 
Score: -9994783.000000 Penalty: 3640.251221
	Iteration 119Q: 3 clusters Score -9994783 nChanged 3
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Mstep: Class 1 contains 70224 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9994790 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70226 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9994795 nChanged 3
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9994795 nChanged 4
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Entering Unmasked Estep 
Score: -9994790.000000 Penalty: 3640.251221
	Iteration 123Q: 3 clusters Score -9994790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9994785.000000 Penalty: 3640.251221
	Iteration 124Q: 3 clusters Score -9994785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9994787.000000 Penalty: 3640.251221
	Iteration 125Q: 3 clusters Score -9994787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9994789.000000 Penalty: 3640.251221
	Iteration 126Q: 3 clusters Score -9994789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9994787.000000 Penalty: 3640.251221
	Iteration 127Q: 3 clusters Score -9994787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9994798.000000 Penalty: 3640.251221
	Iteration 128Q: 3 clusters Score -9994798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9994800.000000 Penalty: 3640.251221
	Iteration 129Q: 3 clusters Score -9994800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9994800.000000 Penalty: 3640.251221
	Iteration 130F: 3 clusters Score -9994800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -114023.132812 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -114023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112665.429688 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -112665.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112892.812500 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -112892.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112958.109375 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -112958.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113010.757812 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -113010.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113046.820312 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -113046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113066.312500 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -113066.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113081.406250 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -113081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113089.281250 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -113089.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113098.179688 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -113098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113108.789062 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -113108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113119.609375 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -113119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113131.851562 Penalty: 2206.781494
	Iteration 11Q: 3 clusters Score -113131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113148.812500 Penalty: 2206.781494
	Iteration 12Q: 3 clusters Score -113148.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113160.726562 Penalty: 2206.781494
	Iteration 13Q: 3 clusters Score -113160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113170.156250 Penalty: 2206.781494
	Iteration 14Q: 3 clusters Score -113170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113174.867188 Penalty: 2206.781494
	Iteration 15Q: 3 clusters Score -113174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113176.296875 Penalty: 2206.781494
	Iteration 16Q: 3 clusters Score -113176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113179.992188 Penalty: 2206.781494
	Iteration 17Q: 3 clusters Score -113180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113181.703125 Penalty: 2206.781494
	Iteration 18Q: 3 clusters Score -113181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113182.164062 Penalty: 2206.781494
	Iteration 19Q: 3 clusters Score -113182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113182.164062 Penalty: 2206.781494
	Iteration 20F: 3 clusters Score -113182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -41775.039062 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -41775.04 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 188 members 
Entering Unmasked Estep 
Score: -40867.929688 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -40867.93 nChanged 90
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: -41051.156250 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -41051.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41092.921875 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -41092.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41108.804688 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -41108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41114.355469 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -41114.36 nChanged 1
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: -41116.023438 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -41116.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41116.835938 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -41116.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41117.507812 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -41117.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41117.507812 Penalty: 1923.640503
	Iteration 8F: 3 clusters Score -41117.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -978177.937500 Penalty: 1448.145508
	Iteration 0F: 2 clusters Score -978177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -972729.562500 Penalty: 2896.291016
	Iteration 0F: 3 clusters Score -972729.6 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -974543.062500 Penalty: 2896.291016
	Iteration 1F: 3 clusters Score -974543.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -974955.625000 Penalty: 2896.291016
	Iteration 2F: 3 clusters Score -974955.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -975316.625000 Penalty: 2896.291016
	Iteration 3F: 3 clusters Score -975316.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -975595.625000 Penalty: 2896.291016
	Iteration 4F: 3 clusters Score -975595.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -975820.250000 Penalty: 2896.291016
	Iteration 5F: 3 clusters Score -975820.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -976001.312500 Penalty: 2896.291016
	Iteration 6Q: 3 clusters Score -976001.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -976178.062500 Penalty: 2896.291016
	Iteration 7Q: 3 clusters Score -976178.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -976386.875000 Penalty: 2896.291016
	Iteration 8Q: 3 clusters Score -976386.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -976637.062500 Penalty: 2896.291016
	Iteration 9Q: 3 clusters Score -976637.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -976944.437500 Penalty: 2896.291016
	Iteration 10Q: 3 clusters Score -976944.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -977180.812500 Penalty: 2896.291016
	Iteration 11Q: 3 clusters Score -977180.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -977339.312500 Penalty: 2896.291016
	Iteration 12Q: 3 clusters Score -977339.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -977484.187500 Penalty: 2896.291016
	Iteration 13Q: 3 clusters Score -977484.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -977611.250000 Penalty: 2896.291016
	Iteration 14Q: 3 clusters Score -977611.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -977713.812500 Penalty: 2896.291016
	Iteration 15Q: 3 clusters Score -977713.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -977798.625000 Penalty: 2896.291016
	Iteration 16Q: 3 clusters Score -977798.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -977871.062500 Penalty: 2896.291016
	Iteration 17Q: 3 clusters Score -977871.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -977935.375000 Penalty: 2896.291016
	Iteration 18Q: 3 clusters Score -977935.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -977995.000000 Penalty: 2896.291016
	Iteration 19Q: 3 clusters Score -977995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -978048.312500 Penalty: 2896.291016
	Iteration 20F: 3 clusters Score -978048.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -978100.500000 Penalty: 2896.291016
	Iteration 21Q: 3 clusters Score -978100.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -978161.250000 Penalty: 2896.291016
	Iteration 22Q: 3 clusters Score -978161.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -978234.062500 Penalty: 2896.291016
	Iteration 23Q: 3 clusters Score -978234.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -978320.000000 Penalty: 2896.291016
	Iteration 24Q: 3 clusters Score -978320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -978404.625000 Penalty: 2896.291016
	Iteration 25Q: 3 clusters Score -978404.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -978458.625000 Penalty: 2896.291016
	Iteration 26Q: 3 clusters Score -978458.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -978490.687500 Penalty: 2896.291016
	Iteration 27Q: 3 clusters Score -978490.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -978521.687500 Penalty: 2896.291016
	Iteration 28Q: 3 clusters Score -978521.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -978546.250000 Penalty: 2896.291016
	Iteration 29Q: 3 clusters Score -978546.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -978559.187500 Penalty: 2896.291016
	Iteration 30Q: 3 clusters Score -978559.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -978566.500000 Penalty: 2896.291016
	Iteration 31Q: 3 clusters Score -978566.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -978574.250000 Penalty: 2896.291016
	Iteration 32Q: 3 clusters Score -978574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -978579.125000 Penalty: 2896.291016
	Iteration 33Q: 3 clusters Score -978579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -978585.375000 Penalty: 2896.291016
	Iteration 34Q: 3 clusters Score -978585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -978585.625000 Penalty: 2896.291016
	Iteration 35Q: 3 clusters Score -978585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -978585.375000 Penalty: 2896.291016
	Iteration 36Q: 3 clusters Score -978585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -978586.875000 Penalty: 2896.291016
	Iteration 37Q: 3 clusters Score -978586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -978588.625000 Penalty: 2896.291016
	Iteration 38Q: 3 clusters Score -978588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -978588.250000 Penalty: 2896.291016
	Iteration 39Q: 3 clusters Score -978588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -978589.062500 Penalty: 2896.291016
	Iteration 40F: 3 clusters Score -978589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -978589.562500 Penalty: 2896.291016
	Iteration 41Q: 3 clusters Score -978589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -978587.750000 Penalty: 2896.291016
	Iteration 42Q: 3 clusters Score -978587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -978588.125000 Penalty: 2896.291016
	Iteration 43Q: 3 clusters Score -978588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -978588.062500 Penalty: 2896.291016
	Iteration 44Q: 3 clusters Score -978588.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -978588.062500 Penalty: 2896.291016
	Iteration 45F: 3 clusters Score -978588.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71967 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73187 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 5577 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3326 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12110 members 
Mstep: Class 81 contains 1841 members 
Entering Unmasked Estep 
Score: -68995776.000000 Penalty: 173508.343750
Splitting cluster 48 changes total score from -68996000.000000 to -68995776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9647.359375 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -9647.359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9041.534180 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -9041.534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9118.181641 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -9118.182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9126.065430 Penalty: 1643.279907
	Iteration 2Q: 3 clusters Score -9126.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9128.202148 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -9128.202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9131.855469 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -9131.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9132.811523 Penalty: 1643.279907
	Iteration 5Q: 3 clusters Score -9132.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9132.811523 Penalty: 1643.279907
	Iteration 6F: 3 clusters Score -9132.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Entering Unmasked Estep 
Score: -2808222.250000 Penalty: 1617.700928
	Iteration 0F: 2 clusters Score -2808222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2793792.750000 Penalty: 3235.401855
	Iteration 0F: 3 clusters Score -2793793 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2799034.250000 Penalty: 3235.401855
	Iteration 1F: 3 clusters Score -2799034 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2799359.750000 Penalty: 3235.401855
	Iteration 2Q: 3 clusters Score -2799360 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2799664.250000 Penalty: 3235.401855
	Iteration 3Q: 3 clusters Score -2799664 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2800012.750000 Penalty: 3235.401855
	Iteration 4Q: 3 clusters Score -2800013 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2800476.250000 Penalty: 3235.401855
	Iteration 5Q: 3 clusters Score -2800476 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2801143.750000 Penalty: 3235.401855
	Iteration 6F: 3 clusters Score -2801144 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2802142.000000 Penalty: 3235.401855
	Iteration 7F: 3 clusters Score -2802142 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2803496.750000 Penalty: 3235.401855
	Iteration 8F: 3 clusters Score -2803497 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2804881.500000 Penalty: 3235.401855
	Iteration 9F: 3 clusters Score -2804882 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2805858.250000 Penalty: 3235.401855
	Iteration 10Q: 3 clusters Score -2805858 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2806366.500000 Penalty: 3235.401855
	Iteration 11Q: 3 clusters Score -2806366 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2806599.250000 Penalty: 3235.401855
	Iteration 12Q: 3 clusters Score -2806599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2806720.000000 Penalty: 3235.401855
	Iteration 13Q: 3 clusters Score -2806720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2806757.000000 Penalty: 3235.401855
	Iteration 14Q: 3 clusters Score -2806757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2806775.000000 Penalty: 3235.401855
	Iteration 15Q: 3 clusters Score -2806775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2806796.000000 Penalty: 3235.401855
	Iteration 16Q: 3 clusters Score -2806796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2806803.000000 Penalty: 3235.401855
	Iteration 17Q: 3 clusters Score -2806803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2806807.250000 Penalty: 3235.401855
	Iteration 18Q: 3 clusters Score -2806807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2806819.000000 Penalty: 3235.401855
	Iteration 19Q: 3 clusters Score -2806819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2806824.250000 Penalty: 3235.401855
	Iteration 20F: 3 clusters Score -2806824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2806826.750000 Penalty: 3235.401855
	Iteration 21Q: 3 clusters Score -2806827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2806831.250000 Penalty: 3235.401855
	Iteration 22Q: 3 clusters Score -2806831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2806833.750000 Penalty: 3235.401855
	Iteration 23Q: 3 clusters Score -2806834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2806837.000000 Penalty: 3235.401855
	Iteration 24Q: 3 clusters Score -2806837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2806841.750000 Penalty: 3235.401855
	Iteration 25Q: 3 clusters Score -2806842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2806845.500000 Penalty: 3235.401855
	Iteration 26Q: 3 clusters Score -2806846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2806847.250000 Penalty: 3235.401855
	Iteration 27Q: 3 clusters Score -2806847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2806850.500000 Penalty: 3235.401855
	Iteration 28Q: 3 clusters Score -2806850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2806855.500000 Penalty: 3235.401855
	Iteration 29Q: 3 clusters Score -2806856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2806853.750000 Penalty: 3235.401855
	Iteration 30Q: 3 clusters Score -2806854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2806853.750000 Penalty: 3235.401855
	Iteration 31F: 3 clusters Score -2806854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -416169.968750 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -416170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -413318.781250 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -413318.8 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -414076.093750 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -414076.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -414267.687500 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -414267.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -414398.187500 Penalty: 2626.981689
	Iteration 3F: 3 clusters Score -414398.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -414498.812500 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -414498.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -414575.406250 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -414575.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -414622.375000 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -414622.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -414652.437500 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -414652.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -414682.500000 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -414682.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -414711.312500 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -414711.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -414735.125000 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -414735.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -414758.281250 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -414758.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -414773.656250 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -414773.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -414784.437500 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -414784.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -414791.656250 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -414791.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -414800.562500 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -414800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -414807.687500 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -414807.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -414812.875000 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -414812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -414815.281250 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -414815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -414815.500000 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -414815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -414816.312500 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -414816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -414816.562500 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -414816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -414816.562500 Penalty: 2626.981689
	Iteration 22F: 3 clusters Score -414816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -284326.218750 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -284326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -282112.625000 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -282112.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -282630.156250 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -282630.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282777.281250 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -282777.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282875.656250 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -282875.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282970.281250 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -282970.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283069.812500 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -283069.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283185.187500 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -283185.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -283321.875000 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -283321.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -283486.531250 Penalty: 2501.269043
	Iteration 8F: 3 clusters Score -283486.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -283609.906250 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -283609.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283700.156250 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -283700.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -283749.468750 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -283749.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -283780.531250 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -283780.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -283798.593750 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -283798.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -283814.062500 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -283814.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -283830.812500 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -283830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -283839.125000 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -283839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -283849.437500 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -283849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -283856.343750 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -283856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -283859.312500 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -283859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -283864.312500 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -283864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -283868.968750 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -283869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -283872.437500 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -283872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283877.562500 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -283877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -283880.812500 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -283880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -283882.437500 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -283882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -283884.937500 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -283884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -283889.375000 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -283889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -283894.125000 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -283894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -283896.812500 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -283896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283899.000000 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -283899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -283900.093750 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -283900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -283900.093750 Penalty: 2501.269043
	Iteration 32F: 3 clusters Score -283900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -456541.031250 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -456541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -453624.937500 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -453624.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -454276.062500 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -454276.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -454422.750000 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -454422.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -454530.125000 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -454530.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -454619.656250 Penalty: 2635.595947
	Iteration 4Q: 3 clusters Score -454619.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -454709.281250 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -454709.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -454782.937500 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -454782.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -454838.031250 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -454838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -454869.250000 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -454869.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -454900.031250 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -454900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -454930.218750 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -454930.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -454965.906250 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -454965.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -455012.406250 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -455012.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -455060.406250 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -455060.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -455110.125000 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -455110.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -455169.312500 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -455169.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -455217.562500 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -455217.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -455254.781250 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -455254.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -455288.343750 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -455288.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -455315.562500 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -455315.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -455342.218750 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -455342.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -455371.156250 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -455371.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -455395.281250 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -455395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -455417.718750 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -455417.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -455445.093750 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -455445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -455477.312500 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -455477.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -455507.562500 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -455507.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -455525.625000 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -455525.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -455531.312500 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -455531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -455537.156250 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -455537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -455539.875000 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -455539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -455541.531250 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -455541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -455542.437500 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -455542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -455544.093750 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -455544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -455545.031250 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -455545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -455545.031250 Penalty: 2635.595947
	Iteration 35F: 3 clusters Score -455545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47983.312500 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -47983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47015.394531 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -47015.39 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47245.550781 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -47245.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47332.511719 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -47332.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47394.082031 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -47394.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47439.636719 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -47439.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47458.839844 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -47458.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47485.074219 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -47485.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47499.679688 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -47499.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47529.867188 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -47529.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47540.246094 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -47540.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47550.535156 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -47550.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47557.878906 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -47557.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47561.132812 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -47561.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47565.351562 Penalty: 1981.874146
	Iteration 13F: 3 clusters Score -47565.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47576.515625 Penalty: 1981.874146
	Iteration 14Q: 3 clusters Score -47576.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47578.285156 Penalty: 1981.874146
	Iteration 15Q: 3 clusters Score -47578.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47578.285156 Penalty: 1981.874146
	Iteration 16F: 3 clusters Score -47578.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -226223.390625 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -226223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224239.593750 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -224239.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224887.531250 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -224887.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -225186.359375 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -225186.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -225398.906250 Penalty: 2462.231689
	Iteration 3F: 3 clusters Score -225398.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -225570.406250 Penalty: 2462.231689
	Iteration 4F: 3 clusters Score -225570.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -225676.078125 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -225676.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225747.265625 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -225747.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -225802.781250 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -225802.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -225832.250000 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -225832.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -225865.843750 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -225865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -225889.250000 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -225889.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -225909.687500 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -225909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -225917.765625 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -225917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -225925.046875 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -225925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -225930.828125 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -225930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -225935.703125 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -225935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -225944.406250 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -225944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -225950.234375 Penalty: 2462.231689
	Iteration 17Q: 3 clusters Score -225950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -225955.578125 Penalty: 2462.231689
	Iteration 18Q: 3 clusters Score -225955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -225960.953125 Penalty: 2462.231689
	Iteration 19Q: 3 clusters Score -225961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -225965.718750 Penalty: 2462.231689
	Iteration 20F: 3 clusters Score -225965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -225971.281250 Penalty: 2462.231689
	Iteration 21Q: 3 clusters Score -225971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -225975.359375 Penalty: 2462.231689
	Iteration 22Q: 3 clusters Score -225975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -225979.671875 Penalty: 2462.231689
	Iteration 23Q: 3 clusters Score -225979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -225986.640625 Penalty: 2462.231689
	Iteration 24Q: 3 clusters Score -225986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -225993.750000 Penalty: 2462.231689
	Iteration 25Q: 3 clusters Score -225993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -225997.093750 Penalty: 2462.231689
	Iteration 26Q: 3 clusters Score -225997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -225998.140625 Penalty: 2462.231689
	Iteration 27Q: 3 clusters Score -225998.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -225998.140625 Penalty: 2462.231689
	Iteration 28F: 3 clusters Score -225998.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 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 93 members 
Entering Unmasked Estep 
Score: -18604.582031 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18604.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18692.140625 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18692.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18740.652344 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -18740.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18743.833984 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18743.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18743.833984 Penalty: 1678.555420
	Iteration 4F: 3 clusters Score -18743.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -138766.281250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -138766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137279.531250 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -137279.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137550.640625 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -137550.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137623.250000 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -137623.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137652.468750 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -137652.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137673.953125 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -137674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137681.453125 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -137681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137695.703125 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -137695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137707.187500 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -137707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137714.984375 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -137715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137718.828125 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -137718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137720.531250 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -137720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137727.328125 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -137727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137736.031250 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -137736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137741.609375 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -137741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137743.578125 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -137743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137744.421875 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -137744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137744.671875 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -137744.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137744.671875 Penalty: 2270.032715
	Iteration 17F: 3 clusters Score -137744.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -2110228.000000 Penalty: 1579.546387
	Iteration 0F: 2 clusters Score -2110228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2098870.500000 Penalty: 3159.092773
	Iteration 0F: 3 clusters Score -2098870 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2103115.750000 Penalty: 3159.092773
	Iteration 1F: 3 clusters Score -2103116 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2103530.750000 Penalty: 3159.092773
	Iteration 2F: 3 clusters Score -2103531 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2103880.750000 Penalty: 3159.092773
	Iteration 3F: 3 clusters Score -2103881 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2104203.750000 Penalty: 3159.092773
	Iteration 4Q: 3 clusters Score -2104204 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2104519.250000 Penalty: 3159.092773
	Iteration 5Q: 3 clusters Score -2104519 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2104857.250000 Penalty: 3159.092773
	Iteration 6Q: 3 clusters Score -2104857 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2105195.250000 Penalty: 3159.092773
	Iteration 7Q: 3 clusters Score -2105195 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2105549.000000 Penalty: 3159.092773
	Iteration 8Q: 3 clusters Score -2105549 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2105845.250000 Penalty: 3159.092773
	Iteration 9Q: 3 clusters Score -2105845 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2106111.750000 Penalty: 3159.092773
	Iteration 10Q: 3 clusters Score -2106112 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2106404.250000 Penalty: 3159.092773
	Iteration 11Q: 3 clusters Score -2106404 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2106695.250000 Penalty: 3159.092773
	Iteration 12Q: 3 clusters Score -2106695 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2106926.750000 Penalty: 3159.092773
	Iteration 13Q: 3 clusters Score -2106927 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2107134.000000 Penalty: 3159.092773
	Iteration 14Q: 3 clusters Score -2107134 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2107287.500000 Penalty: 3159.092773
	Iteration 15Q: 3 clusters Score -2107288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2107380.750000 Penalty: 3159.092773
	Iteration 16Q: 3 clusters Score -2107381 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2107454.000000 Penalty: 3159.092773
	Iteration 17Q: 3 clusters Score -2107454 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2107497.750000 Penalty: 3159.092773
	Iteration 18Q: 3 clusters Score -2107498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2107539.750000 Penalty: 3159.092773
	Iteration 19Q: 3 clusters Score -2107540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2107572.000000 Penalty: 3159.092773
	Iteration 20F: 3 clusters Score -2107572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2107601.500000 Penalty: 3159.092773
	Iteration 21Q: 3 clusters Score -2107602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2107623.250000 Penalty: 3159.092773
	Iteration 22Q: 3 clusters Score -2107623 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2107662.750000 Penalty: 3159.092773
	Iteration 23Q: 3 clusters Score -2107663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2107689.250000 Penalty: 3159.092773
	Iteration 24Q: 3 clusters Score -2107689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2107709.500000 Penalty: 3159.092773
	Iteration 25Q: 3 clusters Score -2107710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2107740.750000 Penalty: 3159.092773
	Iteration 26Q: 3 clusters Score -2107741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2107769.000000 Penalty: 3159.092773
	Iteration 27Q: 3 clusters Score -2107769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2107782.250000 Penalty: 3159.092773
	Iteration 28Q: 3 clusters Score -2107782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2107809.500000 Penalty: 3159.092773
	Iteration 29Q: 3 clusters Score -2107810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2107836.250000 Penalty: 3159.092773
	Iteration 30Q: 3 clusters Score -2107836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2107848.000000 Penalty: 3159.092773
	Iteration 31Q: 3 clusters Score -2107848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2107860.250000 Penalty: 3159.092773
	Iteration 32Q: 3 clusters Score -2107860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2107878.250000 Penalty: 3159.092773
	Iteration 33Q: 3 clusters Score -2107878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2107888.750000 Penalty: 3159.092773
	Iteration 34Q: 3 clusters Score -2107889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2107900.250000 Penalty: 3159.092773
	Iteration 35Q: 3 clusters Score -2107900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2107907.500000 Penalty: 3159.092773
	Iteration 36Q: 3 clusters Score -2107908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2107906.750000 Penalty: 3159.092773
	Iteration 37Q: 3 clusters Score -2107907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2107911.000000 Penalty: 3159.092773
	Iteration 38Q: 3 clusters Score -2107911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2107913.000000 Penalty: 3159.092773
	Iteration 39Q: 3 clusters Score -2107913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2107917.750000 Penalty: 3159.092773
	Iteration 40F: 3 clusters Score -2107918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2107922.000000 Penalty: 3159.092773
	Iteration 41Q: 3 clusters Score -2107922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2107924.500000 Penalty: 3159.092773
	Iteration 42Q: 3 clusters Score -2107924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2107932.250000 Penalty: 3159.092773
	Iteration 43Q: 3 clusters Score -2107932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2107935.000000 Penalty: 3159.092773
	Iteration 44Q: 3 clusters Score -2107935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2107934.500000 Penalty: 3159.092773
	Iteration 45Q: 3 clusters Score -2107934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2107939.250000 Penalty: 3159.092773
	Iteration 46Q: 3 clusters Score -2107939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2107941.500000 Penalty: 3159.092773
	Iteration 47Q: 3 clusters Score -2107942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2107946.250000 Penalty: 3159.092773
	Iteration 48Q: 3 clusters Score -2107946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2107949.250000 Penalty: 3159.092773
	Iteration 49Q: 3 clusters Score -2107949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2107954.500000 Penalty: 3159.092773
	Iteration 50Q: 3 clusters Score -2107954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2107954.250000 Penalty: 3159.092773
	Iteration 51Q: 3 clusters Score -2107954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2107961.500000 Penalty: 3159.092773
	Iteration 52Q: 3 clusters Score -2107962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2107956.750000 Penalty: 3159.092773
	Iteration 53Q: 3 clusters Score -2107957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2107954.000000 Penalty: 3159.092773
	Iteration 54Q: 3 clusters Score -2107954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2107961.500000 Penalty: 3159.092773
	Iteration 55Q: 3 clusters Score -2107962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2107964.500000 Penalty: 3159.092773
	Iteration 56Q: 3 clusters Score -2107964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2107964.500000 Penalty: 3159.092773
	Iteration 57Q: 3 clusters Score -2107964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2107968.500000 Penalty: 3159.092773
	Iteration 58Q: 3 clusters Score -2107968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2107970.750000 Penalty: 3159.092773
	Iteration 59Q: 3 clusters Score -2107971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2107969.000000 Penalty: 3159.092773
	Iteration 60F: 3 clusters Score -2107969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2107967.500000 Penalty: 3159.092773
	Iteration 61Q: 3 clusters Score -2107968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2107966.750000 Penalty: 3159.092773
	Iteration 62Q: 3 clusters Score -2107967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2107966.000000 Penalty: 3159.092773
	Iteration 63Q: 3 clusters Score -2107966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2107967.750000 Penalty: 3159.092773
	Iteration 64Q: 3 clusters Score -2107968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2107969.250000 Penalty: 3159.092773
	Iteration 65Q: 3 clusters Score -2107969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2107972.000000 Penalty: 3159.092773
	Iteration 66Q: 3 clusters Score -2107972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2107973.750000 Penalty: 3159.092773
	Iteration 67Q: 3 clusters Score -2107974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2107972.250000 Penalty: 3159.092773
	Iteration 68Q: 3 clusters Score -2107972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2107971.500000 Penalty: 3159.092773
	Iteration 69Q: 3 clusters Score -2107972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2107976.500000 Penalty: 3159.092773
	Iteration 70Q: 3 clusters Score -2107976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2107972.750000 Penalty: 3159.092773
	Iteration 71Q: 3 clusters Score -2107973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2107972.000000 Penalty: 3159.092773
	Iteration 72Q: 3 clusters Score -2107972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2107972.000000 Penalty: 3159.092773
	Iteration 73Q: 3 clusters Score -2107972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2107971.750000 Penalty: 3159.092773
	Iteration 74Q: 3 clusters Score -2107972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2107970.500000 Penalty: 3159.092773
	Iteration 75Q: 3 clusters Score -2107970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2107974.250000 Penalty: 3159.092773
	Iteration 76Q: 3 clusters Score -2107974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2107973.750000 Penalty: 3159.092773
	Iteration 77Q: 3 clusters Score -2107974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2107977.500000 Penalty: 3159.092773
	Iteration 78Q: 3 clusters Score -2107978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2107976.500000 Penalty: 3159.092773
	Iteration 79Q: 3 clusters Score -2107976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2107978.250000 Penalty: 3159.092773
	Iteration 80F: 3 clusters Score -2107978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2107978.000000 Penalty: 3159.092773
	Iteration 81Q: 3 clusters Score -2107978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2107977.250000 Penalty: 3159.092773
	Iteration 82Q: 3 clusters Score -2107977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2107979.000000 Penalty: 3159.092773
	Iteration 83Q: 3 clusters Score -2107979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2107975.500000 Penalty: 3159.092773
	Iteration 84Q: 3 clusters Score -2107976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2107977.500000 Penalty: 3159.092773
	Iteration 85Q: 3 clusters Score -2107978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2107977.000000 Penalty: 3159.092773
	Iteration 86Q: 3 clusters Score -2107977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2107978.500000 Penalty: 3159.092773
	Iteration 87Q: 3 clusters Score -2107978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2107981.000000 Penalty: 3159.092773
	Iteration 88Q: 3 clusters Score -2107981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2107979.750000 Penalty: 3159.092773
	Iteration 89Q: 3 clusters Score -2107980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2107981.500000 Penalty: 3159.092773
	Iteration 90Q: 3 clusters Score -2107982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2107979.750000 Penalty: 3159.092773
	Iteration 91Q: 3 clusters Score -2107980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2107983.000000 Penalty: 3159.092773
	Iteration 92Q: 3 clusters Score -2107983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2107982.250000 Penalty: 3159.092773
	Iteration 93Q: 3 clusters Score -2107982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2107983.750000 Penalty: 3159.092773
	Iteration 94Q: 3 clusters Score -2107984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2107982.250000 Penalty: 3159.092773
	Iteration 95Q: 3 clusters Score -2107982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2107982.750000 Penalty: 3159.092773
	Iteration 96Q: 3 clusters Score -2107983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2107983.250000 Penalty: 3159.092773
	Iteration 97Q: 3 clusters Score -2107983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2107981.000000 Penalty: 3159.092773
	Iteration 98Q: 3 clusters Score -2107981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2107981.000000 Penalty: 3159.092773
	Iteration 99F: 3 clusters Score -2107981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -97651.507812 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -97651.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96404.367188 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -96404.37 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96604.914062 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -96604.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96699.632812 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -96699.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96767.210938 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -96767.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96801.476562 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -96801.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96817.992188 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -96817.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96828.140625 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -96828.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -96839.085938 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -96839.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96848.968750 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -96848.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96853.375000 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -96853.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96855.875000 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -96855.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96857.687500 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -96857.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -96859.367188 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -96859.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96864.671875 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -96864.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96864.671875 Penalty: 2148.913330
	Iteration 14F: 3 clusters Score -96864.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 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 279 members 
Entering Unmasked Estep 
Score: -67537.460938 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67537.46 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67724.828125 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67724.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67803.460938 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -67803.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67864.765625 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67864.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67911.445312 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67911.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67961.578125 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -67961.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68007.679688 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -68007.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68026.343750 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -68026.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68038.968750 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -68038.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68053.570312 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -68053.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68062.726562 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -68062.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68078.757812 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -68078.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68090.679688 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -68090.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68127.070312 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -68127.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68166.546875 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -68166.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68191.921875 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -68191.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68210.085938 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -68210.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68238.578125 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -68238.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68258.359375 Penalty: 2048.945801
	Iteration 18Q: 3 clusters Score -68258.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68271.687500 Penalty: 2048.945801
	Iteration 19Q: 3 clusters Score -68271.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68282.578125 Penalty: 2048.945801
	Iteration 20F: 3 clusters Score -68282.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68294.156250 Penalty: 2048.945801
	Iteration 21Q: 3 clusters Score -68294.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68296.734375 Penalty: 2048.945801
	Iteration 22Q: 3 clusters Score -68296.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68303.164062 Penalty: 2048.945801
	Iteration 23Q: 3 clusters Score -68303.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68306.132812 Penalty: 2048.945801
	Iteration 24Q: 3 clusters Score -68306.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68306.132812 Penalty: 2048.945801
	Iteration 25F: 3 clusters Score -68306.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -610871.875000 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -610871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -607114.687500 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -607114.7 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -608099.875000 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -608099.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -608268.062500 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -608268.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -608389.625000 Penalty: 2742.398926
	Iteration 3Q: 3 clusters Score -608389.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -608493.750000 Penalty: 2742.398926
	Iteration 4Q: 3 clusters Score -608493.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -608586.562500 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -608586.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -608657.187500 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -608657.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -608723.375000 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -608723.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -608810.375000 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -608810.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -608922.187500 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -608922.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -609044.062500 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -609044.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -609168.312500 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -609168.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -609290.062500 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -609290.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -609410.062500 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -609410.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -609514.687500 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -609514.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -609581.750000 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -609581.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -609626.000000 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -609626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -609660.437500 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -609660.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -609692.812500 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -609692.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -609719.812500 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -609719.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -609737.750000 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -609737.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -609748.562500 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -609748.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -609761.375000 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -609761.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -609771.875000 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -609771.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -609784.437500 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -609784.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -609795.187500 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -609795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -609804.750000 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -609804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -609817.687500 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -609817.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -609826.312500 Penalty: 2742.398926
	Iteration 28Q: 3 clusters Score -609826.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -609836.562500 Penalty: 2742.398926
	Iteration 29Q: 3 clusters Score -609836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -609844.375000 Penalty: 2742.398926
	Iteration 30Q: 3 clusters Score -609844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -609854.187500 Penalty: 2742.398926
	Iteration 31Q: 3 clusters Score -609854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -609865.687500 Penalty: 2742.398926
	Iteration 32Q: 3 clusters Score -609865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -609877.000000 Penalty: 2742.398926
	Iteration 33Q: 3 clusters Score -609877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -609884.875000 Penalty: 2742.398926
	Iteration 34Q: 3 clusters Score -609884.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -609891.500000 Penalty: 2742.398926
	Iteration 35Q: 3 clusters Score -609891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -609897.187500 Penalty: 2742.398926
	Iteration 36Q: 3 clusters Score -609897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -609899.312500 Penalty: 2742.398926
	Iteration 37Q: 3 clusters Score -609899.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -609903.125000 Penalty: 2742.398926
	Iteration 38Q: 3 clusters Score -609903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -609903.625000 Penalty: 2742.398926
	Iteration 39Q: 3 clusters Score -609903.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -609907.375000 Penalty: 2742.398926
	Iteration 40F: 3 clusters Score -609907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -609907.437500 Penalty: 2742.398926
	Iteration 41Q: 3 clusters Score -609907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -609908.625000 Penalty: 2742.398926
	Iteration 42Q: 3 clusters Score -609908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -609909.062500 Penalty: 2742.398926
	Iteration 43Q: 3 clusters Score -609909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -609909.062500 Penalty: 2742.398926
	Iteration 44F: 3 clusters Score -609909.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -603896.000000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603896 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -604776.000000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604776 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -604932.187500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -604932.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -605033.875000 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -605033.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -605110.937500 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605110.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -605174.187500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605174.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -605232.062500 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605232.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -605298.187500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -605298.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -605352.875000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -605352.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -605415.250000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -605415.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -605505.750000 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -605505.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -605640.250000 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -605640.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -605826.312500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -605826.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -606047.312500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -606047.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -606260.062500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606260.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -606431.187500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606431.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -606514.937500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606514.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -606550.937500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606550.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -606574.750000 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -606591.625000 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606591.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -606599.750000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -606605.500000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -606608.812500 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -606610.500000 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -606610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -606613.375000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -606613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -606616.875000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -606616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -606619.812500 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -606619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -606621.250000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -606621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -606621.750000 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -606621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -606621.750000 Penalty: 2675.716064
	Iteration 29F: 3 clusters Score -606621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -636260.625000 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -636260.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -632401.937500 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -632401.9 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -633592.187500 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -633592.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -633860.812500 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -633860.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -634100.250000 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -634100.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -634265.250000 Penalty: 2756.643555
	Iteration 4F: 3 clusters Score -634265.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -634419.437500 Penalty: 2756.643555
	Iteration 5Q: 3 clusters Score -634419.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -634545.312500 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -634545.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -634646.062500 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -634646.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -634730.937500 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -634730.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -634801.250000 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -634801.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -634860.000000 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -634860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -634909.250000 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -634909.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -634954.062500 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -634954.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -635008.125000 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -635008.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -635068.687500 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -635068.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -635129.875000 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -635129.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -635187.750000 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -635187.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -635247.312500 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -635247.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -635296.312500 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -635296.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -635326.437500 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -635326.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -635349.125000 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -635349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -635371.812500 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -635371.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -635389.312500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -635389.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -635403.375000 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -635403.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -635411.062500 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -635411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -635412.562500 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -635412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -635415.187500 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -635415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -635415.937500 Penalty: 2756.643555
	Iteration 27Q: 3 clusters Score -635415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -635420.000000 Penalty: 2756.643555
	Iteration 28Q: 3 clusters Score -635420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -635419.437500 Penalty: 2756.643555
	Iteration 29Q: 3 clusters Score -635419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -635422.062500 Penalty: 2756.643555
	Iteration 30Q: 3 clusters Score -635422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -635423.187500 Penalty: 2756.643555
	Iteration 31Q: 3 clusters Score -635423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -635424.812500 Penalty: 2756.643555
	Iteration 32Q: 3 clusters Score -635424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -635426.312500 Penalty: 2756.643555
	Iteration 33Q: 3 clusters Score -635426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -635426.875000 Penalty: 2756.643555
	Iteration 34Q: 3 clusters Score -635426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -635428.562500 Penalty: 2756.643555
	Iteration 35Q: 3 clusters Score -635428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -635427.750000 Penalty: 2756.643555
	Iteration 36Q: 3 clusters Score -635427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -635428.750000 Penalty: 2756.643555
	Iteration 37Q: 3 clusters Score -635428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -635428.750000 Penalty: 2756.643555
	Iteration 38F: 3 clusters Score -635428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53542.277344 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53542.28 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53654.445312 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53654.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53732.562500 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53732.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53771.652344 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53771.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53793.714844 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53793.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53810.886719 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53810.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -53832.031250 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53832.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53837.535156 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -53837.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53844.328125 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -53844.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53846.800781 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -53846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53848.351562 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -53848.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53848.351562 Penalty: 1972.989746
	Iteration 11F: 3 clusters Score -53848.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -22912.074219 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -22912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22040.318359 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -22040.32 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22488.830078 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -22488.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22700.136719 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -22700.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22780.708984 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -22780.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22794.203125 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -22794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22799.359375 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -22799.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22799.359375 Penalty: 1971.485229
	Iteration 6F: 3 clusters Score -22799.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -78734.750000 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -78734.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77585.148438 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -77585.15 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77765.039062 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -77765.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77823.289062 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -77823.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77849.359375 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -77849.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77866.632812 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -77866.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77876.343750 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -77876.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77881.406250 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -77881.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77884.421875 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -77884.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77885.117188 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -77885.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77886.367188 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -77886.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77887.281250 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -77887.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77890.828125 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -77890.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77891.265625 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -77891.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77891.265625 Penalty: 2088.608643
	Iteration 13F: 3 clusters Score -77891.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -210982.281250 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -210982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209053.515625 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -209053.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209642.531250 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -209642.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209829.234375 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -209829.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209981.296875 Penalty: 2432.602295
	Iteration 3F: 3 clusters Score -209981.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -210058.703125 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -210058.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210102.203125 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -210102.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210128.703125 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -210128.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -210166.859375 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -210166.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -210183.453125 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -210183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -210193.906250 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -210193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -210200.250000 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -210200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210208.062500 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -210208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -210215.109375 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -210215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210228.656250 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -210228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210235.703125 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -210235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -210241.718750 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -210241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210248.453125 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -210248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210254.859375 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -210254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210257.546875 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -210257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -210262.453125 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -210262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -210265.828125 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -210265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -210270.796875 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -210270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -210272.687500 Penalty: 2432.602295
	Iteration 22Q: 3 clusters Score -210272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210274.468750 Penalty: 2432.602295
	Iteration 23Q: 3 clusters Score -210274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210274.468750 Penalty: 2432.602295
	Iteration 24F: 3 clusters Score -210274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -102171.710938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -102171.7 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 361 members 
Entering Unmasked Estep 
Score: -100946.531250 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100946.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101176.625000 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -101176.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101273.804688 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -101273.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101355.296875 Penalty: 2133.711182
	Iteration 3F: 3 clusters Score -101355.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101439.328125 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -101439.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101522.570312 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -101522.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101575.703125 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -101575.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101644.765625 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -101644.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101704.390625 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -101704.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101746.578125 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -101746.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101784.367188 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -101784.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101808.187500 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -101808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101819.937500 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -101819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101828.875000 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -101828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101831.304688 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -101831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101834.742188 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -101834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101839.984375 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -101840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101847.523438 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -101847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101854.250000 Penalty: 2133.711182
	Iteration 18Q: 3 clusters Score -101854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101860.046875 Penalty: 2133.711182
	Iteration 19Q: 3 clusters Score -101860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101861.218750 Penalty: 2133.711182
	Iteration 20F: 3 clusters Score -101861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -1191524.000000 Penalty: 1479.432739
	Iteration 0F: 2 clusters Score -1191524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1185052.250000 Penalty: 2958.865479
	Iteration 0F: 3 clusters Score -1185052 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1187063.000000 Penalty: 2958.865479
	Iteration 1F: 3 clusters Score -1187063 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1187305.250000 Penalty: 2958.865479
	Iteration 2F: 3 clusters Score -1187305 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1187469.250000 Penalty: 2958.865479
	Iteration 3Q: 3 clusters Score -1187469 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1187602.625000 Penalty: 2958.865479
	Iteration 4Q: 3 clusters Score -1187603 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1187721.250000 Penalty: 2958.865479
	Iteration 5Q: 3 clusters Score -1187721 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1187841.625000 Penalty: 2958.865479
	Iteration 6Q: 3 clusters Score -1187842 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1187964.625000 Penalty: 2958.865479
	Iteration 7Q: 3 clusters Score -1187965 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1188122.125000 Penalty: 2958.865479
	Iteration 8Q: 3 clusters Score -1188122 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1188303.125000 Penalty: 2958.865479
	Iteration 9Q: 3 clusters Score -1188303 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1188518.375000 Penalty: 2958.865479
	Iteration 10Q: 3 clusters Score -1188518 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1188797.125000 Penalty: 2958.865479
	Iteration 11Q: 3 clusters Score -1188797 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1189112.500000 Penalty: 2958.865479
	Iteration 12F: 3 clusters Score -1189112 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1189468.250000 Penalty: 2958.865479
	Iteration 13F: 3 clusters Score -1189468 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1189785.500000 Penalty: 2958.865479
	Iteration 14Q: 3 clusters Score -1189786 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1190061.625000 Penalty: 2958.865479
	Iteration 15Q: 3 clusters Score -1190062 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1190253.125000 Penalty: 2958.865479
	Iteration 16Q: 3 clusters Score -1190253 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1190402.875000 Penalty: 2958.865479
	Iteration 17Q: 3 clusters Score -1190403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1190512.125000 Penalty: 2958.865479
	Iteration 18Q: 3 clusters Score -1190512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1190602.375000 Penalty: 2958.865479
	Iteration 19Q: 3 clusters Score -1190602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1190681.000000 Penalty: 2958.865479
	Iteration 20F: 3 clusters Score -1190681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1190736.875000 Penalty: 2958.865479
	Iteration 21Q: 3 clusters Score -1190737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1190763.625000 Penalty: 2958.865479
	Iteration 22Q: 3 clusters Score -1190764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1190780.875000 Penalty: 2958.865479
	Iteration 23Q: 3 clusters Score -1190781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1190793.250000 Penalty: 2958.865479
	Iteration 24Q: 3 clusters Score -1190793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1190796.750000 Penalty: 2958.865479
	Iteration 25Q: 3 clusters Score -1190797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1190803.500000 Penalty: 2958.865479
	Iteration 26Q: 3 clusters Score -1190804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1190808.125000 Penalty: 2958.865479
	Iteration 27Q: 3 clusters Score -1190808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1190808.875000 Penalty: 2958.865479
	Iteration 28Q: 3 clusters Score -1190809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1190812.375000 Penalty: 2958.865479
	Iteration 29Q: 3 clusters Score -1190812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1190814.000000 Penalty: 2958.865479
	Iteration 30Q: 3 clusters Score -1190814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1190812.875000 Penalty: 2958.865479
	Iteration 31Q: 3 clusters Score -1190813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1190812.875000 Penalty: 2958.865479
	Iteration 32Q: 3 clusters Score -1190813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1190813.875000 Penalty: 2958.865479
	Iteration 33Q: 3 clusters Score -1190814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1190814.125000 Penalty: 2958.865479
	Iteration 34Q: 3 clusters Score -1190814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1190813.250000 Penalty: 2958.865479
	Iteration 35Q: 3 clusters Score -1190813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1190815.000000 Penalty: 2958.865479
	Iteration 36Q: 3 clusters Score -1190815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1190814.125000 Penalty: 2958.865479
	Iteration 37Q: 3 clusters Score -1190814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1190814.125000 Penalty: 2958.865479
	Iteration 38F: 3 clusters Score -1190814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -36595.726562 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -36595.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35760.722656 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -35760.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35860.238281 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -35860.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35882.503906 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -35882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35891.402344 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -35891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35897.261719 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -35897.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35900.753906 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -35900.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35902.273438 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -35902.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35904.722656 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -35904.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35904.722656 Penalty: 1849.366821
	Iteration 8F: 3 clusters Score -35904.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -125114.898438 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -125114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123692.007812 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -123692 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123985.843750 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -123985.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124057.804688 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -124057.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124103.195312 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -124103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124124.523438 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -124124.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124152.765625 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -124152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124168.046875 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -124168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124182.453125 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -124182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124188.921875 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -124188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124194.984375 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -124195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124201.789062 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -124201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124211.156250 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -124211.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124226.992188 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -124227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124249.351562 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -124249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124286.164062 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -124286.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124312.820312 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -124312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124330.296875 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -124330.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -124343.406250 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -124343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -124350.859375 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -124350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -124353.945312 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -124353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124357.375000 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -124357.4 nChanged 3
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: -124361.953125 Penalty: 2235.456055
	Iteration 21Q: 3 clusters Score -124362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124366.101562 Penalty: 2235.456055
	Iteration 22Q: 3 clusters Score -124366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -124372.078125 Penalty: 2235.456055
	Iteration 23Q: 3 clusters Score -124372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124380.367188 Penalty: 2235.456055
	Iteration 24Q: 3 clusters Score -124380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -124388.984375 Penalty: 2235.456055
	Iteration 25Q: 3 clusters Score -124389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124396.390625 Penalty: 2235.456055
	Iteration 26Q: 3 clusters Score -124396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124399.195312 Penalty: 2235.456055
	Iteration 27Q: 3 clusters Score -124399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124399.695312 Penalty: 2235.456055
	Iteration 28Q: 3 clusters Score -124399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124399.695312 Penalty: 2235.456055
	Iteration 29F: 3 clusters Score -124399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158498.375000 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158498.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158737.390625 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158737.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158798.109375 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158798.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158826.937500 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158839.484375 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158850.296875 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158854.031250 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158859.531250 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158859.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158866.250000 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -158866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158870.734375 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -158870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158875.687500 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -158875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -158877.421875 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -158877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158881.671875 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -158881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -158884.515625 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -158884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158888.078125 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -158888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -158890.468750 Penalty: 2241.425537
	Iteration 15Q: 3 clusters Score -158890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158891.578125 Penalty: 2241.425537
	Iteration 16Q: 3 clusters Score -158891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158892.812500 Penalty: 2241.425537
	Iteration 17Q: 3 clusters Score -158892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -158896.109375 Penalty: 2241.425537
	Iteration 18Q: 3 clusters Score -158896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158897.921875 Penalty: 2241.425537
	Iteration 19Q: 3 clusters Score -158897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158900.062500 Penalty: 2241.425537
	Iteration 20F: 3 clusters Score -158900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158901.031250 Penalty: 2241.425537
	Iteration 21Q: 3 clusters Score -158901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158901.390625 Penalty: 2241.425537
	Iteration 22Q: 3 clusters Score -158901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158901.484375 Penalty: 2241.425537
	Iteration 23Q: 3 clusters Score -158901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158901.484375 Penalty: 2241.425537
	Iteration 24F: 3 clusters Score -158901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -363539.687500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -363539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -360928.031250 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -360928 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -361555.593750 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -361555.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -361689.375000 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -361689.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361771.312500 Penalty: 2585.056885
	Iteration 3Q: 3 clusters Score -361771.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361830.500000 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -361830.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -361877.093750 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -361877.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -361921.125000 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -361921.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361951.156250 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -361951.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -361970.468750 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -361970.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -361988.281250 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -361988.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -362008.187500 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -362008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -362031.125000 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -362031.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362052.187500 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -362052.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -362069.000000 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -362069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -362085.500000 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -362085.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -362098.562500 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -362098.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362105.343750 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -362105.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -362111.437500 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -362111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -362117.937500 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -362117.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -362124.156250 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -362124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -362125.937500 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -362125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -362129.000000 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -362129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362130.843750 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -362130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -362133.062500 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -362133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362135.625000 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -362135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -362141.312500 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -362141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -362149.718750 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -362149.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -362161.875000 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -362161.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -362175.156250 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -362175.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -362189.281250 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -362189.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -362198.687500 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -362198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -362204.875000 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -362204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -362211.031250 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -362211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -362216.156250 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -362216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -362223.593750 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -362223.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -362232.875000 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -362232.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -362243.875000 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -362243.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -362264.187500 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -362264.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -362294.531250 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -362294.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -362325.375000 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -362325.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -362360.750000 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -362360.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -362391.531250 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -362391.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -362415.281250 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -362415.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -362427.968750 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -362428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -362440.000000 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -362440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -362450.843750 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -362450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -362462.781250 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -362462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -362472.750000 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -362472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -362484.187500 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -362484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -362490.125000 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -362490.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -362495.375000 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -362495.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -362499.593750 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -362499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -362504.687500 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -362504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362510.843750 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -362510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -362515.781250 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -362515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362520.687500 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -362520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362522.750000 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -362522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362525.093750 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -362525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -362529.156250 Penalty: 2585.056885
	Iteration 58Q: 3 clusters Score -362529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -362530.968750 Penalty: 2585.056885
	Iteration 59Q: 3 clusters Score -362531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -362535.187500 Penalty: 2585.056885
	Iteration 60F: 3 clusters Score -362535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362535.718750 Penalty: 2585.056885
	Iteration 61Q: 3 clusters Score -362535.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362535.718750 Penalty: 2585.056885
	Iteration 62F: 3 clusters Score -362535.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -223851.937500 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -223851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221927.859375 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -221927.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -222364.968750 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -222365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222449.781250 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -222449.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -222499.843750 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -222499.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222560.890625 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -222560.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -222612.828125 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -222612.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222677.718750 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -222677.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -222744.578125 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -222744.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -222794.937500 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -222794.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222830.703125 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -222830.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222867.078125 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -222867.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -222899.531250 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -222899.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -222924.734375 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -222924.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -222946.718750 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -222946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222961.796875 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -222961.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222982.000000 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -222982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -222996.250000 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -222996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -223011.687500 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -223011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -223027.203125 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -223027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223038.750000 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -223038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223052.140625 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -223052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -223061.250000 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -223061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -223071.156250 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -223071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -223084.156250 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -223084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223093.390625 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -223093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223100.515625 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -223100.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223104.500000 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -223104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -223108.078125 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -223108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -223111.515625 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -223111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -223115.296875 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -223115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223118.046875 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -223118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -223125.156250 Penalty: 2418.429199
	Iteration 31Q: 3 clusters Score -223125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -223128.703125 Penalty: 2418.429199
	Iteration 32Q: 3 clusters Score -223128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -223131.265625 Penalty: 2418.429199
	Iteration 33Q: 3 clusters Score -223131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223134.000000 Penalty: 2418.429199
	Iteration 34Q: 3 clusters Score -223134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223135.015625 Penalty: 2418.429199
	Iteration 35Q: 3 clusters Score -223135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -223137.125000 Penalty: 2418.429199
	Iteration 36Q: 3 clusters Score -223137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -223138.140625 Penalty: 2418.429199
	Iteration 37Q: 3 clusters Score -223138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -223141.062500 Penalty: 2418.429199
	Iteration 38Q: 3 clusters Score -223141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223142.812500 Penalty: 2418.429199
	Iteration 39Q: 3 clusters Score -223142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -223144.890625 Penalty: 2418.429199
	Iteration 40F: 3 clusters Score -223144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -223146.546875 Penalty: 2418.429199
	Iteration 41Q: 3 clusters Score -223146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223148.718750 Penalty: 2418.429199
	Iteration 42Q: 3 clusters Score -223148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223149.281250 Penalty: 2418.429199
	Iteration 43Q: 3 clusters Score -223149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223149.281250 Penalty: 2418.429199
	Iteration 44F: 3 clusters Score -223149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -590580.937500 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -590580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -586875.500000 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -586875.5 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -587905.750000 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -587905.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -588109.000000 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -588109 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -588231.437500 Penalty: 2740.069092
	Iteration 3F: 3 clusters Score -588231.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -588330.625000 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -588330.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -588443.250000 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -588443.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -588538.437500 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -588538.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -588619.937500 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -588619.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -588701.625000 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -588701.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -588780.125000 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -588780.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -588863.437500 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -588863.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -588931.875000 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -588931.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -589009.500000 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -589009.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -589085.312500 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -589085.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -589167.812500 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -589167.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -589225.375000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -589225.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -589261.875000 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -589261.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -589289.625000 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -589289.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -589315.125000 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -589315.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -589336.250000 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -589336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -589353.312500 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -589353.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -589364.937500 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -589364.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -589374.625000 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -589374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -589382.687500 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -589382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -589389.687500 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -589389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -589399.875000 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -589399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -589404.000000 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -589404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -589410.375000 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -589410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -589414.062500 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -589414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -589420.062500 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -589420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -589423.750000 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -589423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -589431.562500 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -589431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -589433.000000 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -589433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -589434.125000 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -589434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -589434.625000 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -589434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -589434.750000 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -589434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -589435.562500 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -589435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -589436.062500 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -589436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -589436.062500 Penalty: 2740.069092
	Iteration 38F: 3 clusters Score -589436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -39181.761719 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -39181.76 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 178 members 
Entering Unmasked Estep 
Score: -38255.226562 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -38255.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38428.722656 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -38428.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38499.761719 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -38499.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38553.636719 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -38553.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38578.953125 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -38578.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38584.054688 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -38584.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38586.175781 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -38586.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38586.175781 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -38586.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -20965.828125 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -20965.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20141.708984 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -20141.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20339.656250 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -20339.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20438.650391 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -20438.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20484.775391 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -20484.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20492.064453 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -20492.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20499.843750 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -20499.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20509.089844 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -20509.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20523.212891 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -20523.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20536.935547 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -20536.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20540.753906 Penalty: 1831.306519
	Iteration 9Q: 3 clusters Score -20540.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20540.753906 Penalty: 1831.306519
	Iteration 10F: 3 clusters Score -20540.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -862629.750000 Penalty: 1432.618164
	Iteration 0F: 2 clusters Score -862629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -857564.375000 Penalty: 2865.236328
	Iteration 0F: 3 clusters Score -857564.4 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -859087.625000 Penalty: 2865.236328
	Iteration 1F: 3 clusters Score -859087.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -859335.875000 Penalty: 2865.236328
	Iteration 2F: 3 clusters Score -859335.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -859549.250000 Penalty: 2865.236328
	Iteration 3F: 3 clusters Score -859549.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -859751.750000 Penalty: 2865.236328
	Iteration 4Q: 3 clusters Score -859751.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -859941.500000 Penalty: 2865.236328
	Iteration 5Q: 3 clusters Score -859941.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -860129.937500 Penalty: 2865.236328
	Iteration 6Q: 3 clusters Score -860129.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -860305.312500 Penalty: 2865.236328
	Iteration 7Q: 3 clusters Score -860305.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -860492.437500 Penalty: 2865.236328
	Iteration 8Q: 3 clusters Score -860492.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -860672.500000 Penalty: 2865.236328
	Iteration 9Q: 3 clusters Score -860672.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -860802.937500 Penalty: 2865.236328
	Iteration 10Q: 3 clusters Score -860802.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -860901.250000 Penalty: 2865.236328
	Iteration 11Q: 3 clusters Score -860901.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -860974.312500 Penalty: 2865.236328
	Iteration 12Q: 3 clusters Score -860974.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -861032.500000 Penalty: 2865.236328
	Iteration 13Q: 3 clusters Score -861032.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -861078.937500 Penalty: 2865.236328
	Iteration 14Q: 3 clusters Score -861078.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -861118.062500 Penalty: 2865.236328
	Iteration 15Q: 3 clusters Score -861118.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -861157.250000 Penalty: 2865.236328
	Iteration 16Q: 3 clusters Score -861157.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -861188.000000 Penalty: 2865.236328
	Iteration 17Q: 3 clusters Score -861188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -861216.062500 Penalty: 2865.236328
	Iteration 18Q: 3 clusters Score -861216.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -861240.000000 Penalty: 2865.236328
	Iteration 19Q: 3 clusters Score -861240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -861257.375000 Penalty: 2865.236328
	Iteration 20F: 3 clusters Score -861257.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -861275.625000 Penalty: 2865.236328
	Iteration 21Q: 3 clusters Score -861275.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -861287.625000 Penalty: 2865.236328
	Iteration 22Q: 3 clusters Score -861287.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -861296.937500 Penalty: 2865.236328
	Iteration 23Q: 3 clusters Score -861296.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -861303.875000 Penalty: 2865.236328
	Iteration 24Q: 3 clusters Score -861303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -861313.312500 Penalty: 2865.236328
	Iteration 25Q: 3 clusters Score -861313.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -861320.562500 Penalty: 2865.236328
	Iteration 26Q: 3 clusters Score -861320.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -861329.000000 Penalty: 2865.236328
	Iteration 27Q: 3 clusters Score -861329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -861336.625000 Penalty: 2865.236328
	Iteration 28Q: 3 clusters Score -861336.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -861348.312500 Penalty: 2865.236328
	Iteration 29Q: 3 clusters Score -861348.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -861355.562500 Penalty: 2865.236328
	Iteration 30Q: 3 clusters Score -861355.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -861360.625000 Penalty: 2865.236328
	Iteration 31Q: 3 clusters Score -861360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -861363.812500 Penalty: 2865.236328
	Iteration 32Q: 3 clusters Score -861363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -861368.500000 Penalty: 2865.236328
	Iteration 33Q: 3 clusters Score -861368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -861375.250000 Penalty: 2865.236328
	Iteration 34Q: 3 clusters Score -861375.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -861379.750000 Penalty: 2865.236328
	Iteration 35Q: 3 clusters Score -861379.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -861384.562500 Penalty: 2865.236328
	Iteration 36Q: 3 clusters Score -861384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -861386.375000 Penalty: 2865.236328
	Iteration 37Q: 3 clusters Score -861386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -861386.875000 Penalty: 2865.236328
	Iteration 38Q: 3 clusters Score -861386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -861388.875000 Penalty: 2865.236328
	Iteration 39Q: 3 clusters Score -861388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -861391.187500 Penalty: 2865.236328
	Iteration 40F: 3 clusters Score -861391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -861393.750000 Penalty: 2865.236328
	Iteration 41Q: 3 clusters Score -861393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -861394.375000 Penalty: 2865.236328
	Iteration 42Q: 3 clusters Score -861394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -861395.062500 Penalty: 2865.236328
	Iteration 43Q: 3 clusters Score -861395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -861398.312500 Penalty: 2865.236328
	Iteration 44Q: 3 clusters Score -861398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -861398.125000 Penalty: 2865.236328
	Iteration 45Q: 3 clusters Score -861398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -861399.875000 Penalty: 2865.236328
	Iteration 46Q: 3 clusters Score -861399.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -861404.875000 Penalty: 2865.236328
	Iteration 47Q: 3 clusters Score -861404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -861409.812500 Penalty: 2865.236328
	Iteration 48Q: 3 clusters Score -861409.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -861416.500000 Penalty: 2865.236328
	Iteration 49Q: 3 clusters Score -861416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -861427.312500 Penalty: 2865.236328
	Iteration 50Q: 3 clusters Score -861427.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -861436.812500 Penalty: 2865.236328
	Iteration 51Q: 3 clusters Score -861436.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -861444.500000 Penalty: 2865.236328
	Iteration 52Q: 3 clusters Score -861444.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -861452.687500 Penalty: 2865.236328
	Iteration 53Q: 3 clusters Score -861452.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -861464.250000 Penalty: 2865.236328
	Iteration 54Q: 3 clusters Score -861464.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -861484.062500 Penalty: 2865.236328
	Iteration 55Q: 3 clusters Score -861484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -861505.000000 Penalty: 2865.236328
	Iteration 56Q: 3 clusters Score -861505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -861536.812500 Penalty: 2865.236328
	Iteration 57Q: 3 clusters Score -861536.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -861583.062500 Penalty: 2865.236328
	Iteration 58Q: 3 clusters Score -861583.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -861627.875000 Penalty: 2865.236328
	Iteration 59Q: 3 clusters Score -861627.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -861655.875000 Penalty: 2865.236328
	Iteration 60F: 3 clusters Score -861655.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -861683.500000 Penalty: 2865.236328
	Iteration 61Q: 3 clusters Score -861683.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -861700.812500 Penalty: 2865.236328
	Iteration 62Q: 3 clusters Score -861700.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -861715.687500 Penalty: 2865.236328
	Iteration 63Q: 3 clusters Score -861715.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -861725.562500 Penalty: 2865.236328
	Iteration 64Q: 3 clusters Score -861725.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -861742.437500 Penalty: 2865.236328
	Iteration 65Q: 3 clusters Score -861742.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -861760.875000 Penalty: 2865.236328
	Iteration 66Q: 3 clusters Score -861760.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -861773.187500 Penalty: 2865.236328
	Iteration 67Q: 3 clusters Score -861773.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -861781.500000 Penalty: 2865.236328
	Iteration 68Q: 3 clusters Score -861781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -861786.250000 Penalty: 2865.236328
	Iteration 69Q: 3 clusters Score -861786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -861789.250000 Penalty: 2865.236328
	Iteration 70Q: 3 clusters Score -861789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -861794.437500 Penalty: 2865.236328
	Iteration 71Q: 3 clusters Score -861794.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -861802.500000 Penalty: 2865.236328
	Iteration 72Q: 3 clusters Score -861802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -861807.687500 Penalty: 2865.236328
	Iteration 73Q: 3 clusters Score -861807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -861814.437500 Penalty: 2865.236328
	Iteration 74Q: 3 clusters Score -861814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -861819.000000 Penalty: 2865.236328
	Iteration 75Q: 3 clusters Score -861819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -861821.250000 Penalty: 2865.236328
	Iteration 76Q: 3 clusters Score -861821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -861823.250000 Penalty: 2865.236328
	Iteration 77Q: 3 clusters Score -861823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -861826.500000 Penalty: 2865.236328
	Iteration 78Q: 3 clusters Score -861826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -861829.312500 Penalty: 2865.236328
	Iteration 79Q: 3 clusters Score -861829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -861831.250000 Penalty: 2865.236328
	Iteration 80F: 3 clusters Score -861831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -861831.312500 Penalty: 2865.236328
	Iteration 81Q: 3 clusters Score -861831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -861833.500000 Penalty: 2865.236328
	Iteration 82Q: 3 clusters Score -861833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -861835.062500 Penalty: 2865.236328
	Iteration 83Q: 3 clusters Score -861835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -861833.812500 Penalty: 2865.236328
	Iteration 84Q: 3 clusters Score -861833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -861834.437500 Penalty: 2865.236328
	Iteration 85Q: 3 clusters Score -861834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -861834.437500 Penalty: 2865.236328
	Iteration 86F: 3 clusters Score -861834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -204300.593750 Penalty: 1191.510010
	Iteration 0F: 2 clusters Score -204300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202485.828125 Penalty: 2383.020020
	Iteration 0F: 3 clusters Score -202485.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -202800.531250 Penalty: 2383.020020
	Iteration 1F: 3 clusters Score -202800.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202893.953125 Penalty: 2383.020020
	Iteration 2F: 3 clusters Score -202894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202945.718750 Penalty: 2383.020020
	Iteration 3Q: 3 clusters Score -202945.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202980.781250 Penalty: 2383.020020
	Iteration 4Q: 3 clusters Score -202980.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -203006.937500 Penalty: 2383.020020
	Iteration 5Q: 3 clusters Score -203006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -203020.078125 Penalty: 2383.020020
	Iteration 6Q: 3 clusters Score -203020.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -203032.078125 Penalty: 2383.020020
	Iteration 7Q: 3 clusters Score -203032.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203038.375000 Penalty: 2383.020020
	Iteration 8Q: 3 clusters Score -203038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203042.000000 Penalty: 2383.020020
	Iteration 9Q: 3 clusters Score -203042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -203043.484375 Penalty: 2383.020020
	Iteration 10Q: 3 clusters Score -203043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -203046.187500 Penalty: 2383.020020
	Iteration 11Q: 3 clusters Score -203046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203046.734375 Penalty: 2383.020020
	Iteration 12Q: 3 clusters Score -203046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203046.734375 Penalty: 2383.020020
	Iteration 13F: 3 clusters Score -203046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (12110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Entering Unmasked Estep 
Score: -1570996.375000 Penalty: 1527.790405
	Iteration 0F: 2 clusters Score -1570996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1562433.000000 Penalty: 3055.580811
	Iteration 0F: 3 clusters Score -1562433 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1565379.125000 Penalty: 3055.580811
	Iteration 1F: 3 clusters Score -1565379 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1565728.250000 Penalty: 3055.580811
	Iteration 2F: 3 clusters Score -1565728 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1566086.000000 Penalty: 3055.580811
	Iteration 3F: 3 clusters Score -1566086 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1566499.125000 Penalty: 3055.580811
	Iteration 4F: 3 clusters Score -1566499 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1567011.000000 Penalty: 3055.580811
	Iteration 5F: 3 clusters Score -1567011 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1567575.875000 Penalty: 3055.580811
	Iteration 6F: 3 clusters Score -1567576 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1568055.250000 Penalty: 3055.580811
	Iteration 7F: 3 clusters Score -1568055 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1568421.500000 Penalty: 3055.580811
	Iteration 8Q: 3 clusters Score -1568422 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1568666.875000 Penalty: 3055.580811
	Iteration 9Q: 3 clusters Score -1568667 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1568864.000000 Penalty: 3055.580811
	Iteration 10Q: 3 clusters Score -1568864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1569036.125000 Penalty: 3055.580811
	Iteration 11Q: 3 clusters Score -1569036 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1569158.750000 Penalty: 3055.580811
	Iteration 12Q: 3 clusters Score -1569159 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1569239.125000 Penalty: 3055.580811
	Iteration 13Q: 3 clusters Score -1569239 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1569303.750000 Penalty: 3055.580811
	Iteration 14Q: 3 clusters Score -1569304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1569340.875000 Penalty: 3055.580811
	Iteration 15Q: 3 clusters Score -1569341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1569387.875000 Penalty: 3055.580811
	Iteration 16Q: 3 clusters Score -1569388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1569425.500000 Penalty: 3055.580811
	Iteration 17Q: 3 clusters Score -1569426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1569457.500000 Penalty: 3055.580811
	Iteration 18Q: 3 clusters Score -1569458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1569477.500000 Penalty: 3055.580811
	Iteration 19Q: 3 clusters Score -1569478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1569498.000000 Penalty: 3055.580811
	Iteration 20F: 3 clusters Score -1569498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1569513.875000 Penalty: 3055.580811
	Iteration 21Q: 3 clusters Score -1569514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1569540.250000 Penalty: 3055.580811
	Iteration 22Q: 3 clusters Score -1569540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1569559.750000 Penalty: 3055.580811
	Iteration 23Q: 3 clusters Score -1569560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1569579.125000 Penalty: 3055.580811
	Iteration 24Q: 3 clusters Score -1569579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1569616.375000 Penalty: 3055.580811
	Iteration 25Q: 3 clusters Score -1569616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1569656.875000 Penalty: 3055.580811
	Iteration 26Q: 3 clusters Score -1569657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1569687.250000 Penalty: 3055.580811
	Iteration 27Q: 3 clusters Score -1569687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1569729.750000 Penalty: 3055.580811
	Iteration 28Q: 3 clusters Score -1569730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1569760.125000 Penalty: 3055.580811
	Iteration 29Q: 3 clusters Score -1569760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1569780.625000 Penalty: 3055.580811
	Iteration 30Q: 3 clusters Score -1569781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1569802.375000 Penalty: 3055.580811
	Iteration 31Q: 3 clusters Score -1569802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1569818.500000 Penalty: 3055.580811
	Iteration 32Q: 3 clusters Score -1569818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1569831.750000 Penalty: 3055.580811
	Iteration 33Q: 3 clusters Score -1569832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1569838.000000 Penalty: 3055.580811
	Iteration 34Q: 3 clusters Score -1569838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1569845.125000 Penalty: 3055.580811
	Iteration 35Q: 3 clusters Score -1569845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1569848.625000 Penalty: 3055.580811
	Iteration 36Q: 3 clusters Score -1569849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1569854.000000 Penalty: 3055.580811
	Iteration 37Q: 3 clusters Score -1569854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1569858.750000 Penalty: 3055.580811
	Iteration 38Q: 3 clusters Score -1569859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1569864.750000 Penalty: 3055.580811
	Iteration 39Q: 3 clusters Score -1569865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1569873.125000 Penalty: 3055.580811
	Iteration 40F: 3 clusters Score -1569873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1569875.250000 Penalty: 3055.580811
	Iteration 41Q: 3 clusters Score -1569875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1569882.000000 Penalty: 3055.580811
	Iteration 42Q: 3 clusters Score -1569882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1569886.625000 Penalty: 3055.580811
	Iteration 43Q: 3 clusters Score -1569887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1569890.250000 Penalty: 3055.580811
	Iteration 44Q: 3 clusters Score -1569890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1569892.500000 Penalty: 3055.580811
	Iteration 45Q: 3 clusters Score -1569892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1569896.750000 Penalty: 3055.580811
	Iteration 46Q: 3 clusters Score -1569897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1569900.625000 Penalty: 3055.580811
	Iteration 47Q: 3 clusters Score -1569901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1569907.000000 Penalty: 3055.580811
	Iteration 48Q: 3 clusters Score -1569907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1569909.125000 Penalty: 3055.580811
	Iteration 49Q: 3 clusters Score -1569909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1569912.375000 Penalty: 3055.580811
	Iteration 50Q: 3 clusters Score -1569912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1569915.625000 Penalty: 3055.580811
	Iteration 51Q: 3 clusters Score -1569916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1569913.375000 Penalty: 3055.580811
	Iteration 52Q: 3 clusters Score -1569913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1569916.875000 Penalty: 3055.580811
	Iteration 53Q: 3 clusters Score -1569917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1569921.000000 Penalty: 3055.580811
	Iteration 54Q: 3 clusters Score -1569921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1569921.125000 Penalty: 3055.580811
	Iteration 55Q: 3 clusters Score -1569921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1569922.750000 Penalty: 3055.580811
	Iteration 56Q: 3 clusters Score -1569923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1569926.250000 Penalty: 3055.580811
	Iteration 57Q: 3 clusters Score -1569926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1569928.750000 Penalty: 3055.580811
	Iteration 58Q: 3 clusters Score -1569929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1569929.625000 Penalty: 3055.580811
	Iteration 59Q: 3 clusters Score -1569930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1569933.375000 Penalty: 3055.580811
	Iteration 60F: 3 clusters Score -1569933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1569931.000000 Penalty: 3055.580811
	Iteration 61Q: 3 clusters Score -1569931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1569937.250000 Penalty: 3055.580811
	Iteration 62Q: 3 clusters Score -1569937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1569938.625000 Penalty: 3055.580811
	Iteration 63Q: 3 clusters Score -1569939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1569939.750000 Penalty: 3055.580811
	Iteration 64Q: 3 clusters Score -1569940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1569941.375000 Penalty: 3055.580811
	Iteration 65Q: 3 clusters Score -1569941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1569944.250000 Penalty: 3055.580811
	Iteration 66Q: 3 clusters Score -1569944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1569942.875000 Penalty: 3055.580811
	Iteration 67Q: 3 clusters Score -1569943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1569943.000000 Penalty: 3055.580811
	Iteration 68Q: 3 clusters Score -1569943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1569943.250000 Penalty: 3055.580811
	Iteration 69Q: 3 clusters Score -1569943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1569942.875000 Penalty: 3055.580811
	Iteration 70Q: 3 clusters Score -1569943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1569941.125000 Penalty: 3055.580811
	Iteration 71Q: 3 clusters Score -1569941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1569943.250000 Penalty: 3055.580811
	Iteration 72Q: 3 clusters Score -1569943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1569941.625000 Penalty: 3055.580811
	Iteration 73Q: 3 clusters Score -1569942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1569941.875000 Penalty: 3055.580811
	Iteration 74Q: 3 clusters Score -1569942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1569941.750000 Penalty: 3055.580811
	Iteration 75Q: 3 clusters Score -1569942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1569941.750000 Penalty: 3055.580811
	Iteration 76F: 3 clusters Score -1569942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71967 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73187 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3326 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996032.000000 Penalty: 171366.265625
Iteration 319Q: 81 clusters Score -6.899603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6620 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71974 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73179 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3330 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16652 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996016.000000 Penalty: 171366.265625
Iteration 320F: 81 clusters Score -6.899602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71978 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2874 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73178 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16653 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8993 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996040.000000 Penalty: 171366.265625
Iteration 321Q: 81 clusters Score -6.899604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71982 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73175 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16654 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996016.000000 Penalty: 171366.265625
Iteration 322Q: 81 clusters Score -6.899602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71986 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2866 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83606 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73172 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21060 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16655 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995984.000000 Penalty: 171366.265625
Iteration 323Q: 81 clusters Score -6.899598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71988 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83605 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73171 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68996000.000000 Penalty: 171366.265625
Iteration 324Q: 81 clusters Score -6.8996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71996 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73164 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16658 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995976.000000 Penalty: 171366.265625
Iteration 325Q: 81 clusters Score -6.899598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71997 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73165 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995984.000000 Penalty: 171366.265625
Iteration 326Q: 81 clusters Score -6.899598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 71999 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73163 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995976.000000 Penalty: 171366.265625
Iteration 327Q: 81 clusters Score -6.899598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72002 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73160 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995992.000000 Penalty: 171366.265625
Iteration 328Q: 81 clusters Score -6.899599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72004 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995984.000000 Penalty: 171366.265625
Iteration 329Q: 81 clusters Score -6.899598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72004 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995984.000000 Penalty: 171366.265625
Iteration 330F: 81 clusters Score -6.899598e+07 nChanged 0
Entering ConstructFrom: 
Score: -68995984.000000 Penalty: 171366.265625
Entering ConstructFrom: 
Trying to split cluster 1 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1209280.125000 Penalty: 1480.495361
	Iteration 0F: 2 clusters Score -1209280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1202740.625000 Penalty: 2960.990723
	Iteration 0F: 3 clusters Score -1202741 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1204765.875000 Penalty: 2960.990723
	Iteration 1F: 3 clusters Score -1204766 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1205009.375000 Penalty: 2960.990723
	Iteration 2F: 3 clusters Score -1205009 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1205225.250000 Penalty: 2960.990723
	Iteration 3F: 3 clusters Score -1205225 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1205397.500000 Penalty: 2960.990723
	Iteration 4Q: 3 clusters Score -1205398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1205548.250000 Penalty: 2960.990723
	Iteration 5Q: 3 clusters Score -1205548 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1205717.875000 Penalty: 2960.990723
	Iteration 6Q: 3 clusters Score -1205718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1205885.000000 Penalty: 2960.990723
	Iteration 7Q: 3 clusters Score -1205885 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1206045.250000 Penalty: 2960.990723
	Iteration 8Q: 3 clusters Score -1206045 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1206200.125000 Penalty: 2960.990723
	Iteration 9Q: 3 clusters Score -1206200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1206378.500000 Penalty: 2960.990723
	Iteration 10Q: 3 clusters Score -1206378 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1206555.625000 Penalty: 2960.990723
	Iteration 11Q: 3 clusters Score -1206556 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1206713.625000 Penalty: 2960.990723
	Iteration 12Q: 3 clusters Score -1206714 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1206850.750000 Penalty: 2960.990723
	Iteration 13Q: 3 clusters Score -1206851 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1206946.500000 Penalty: 2960.990723
	Iteration 14Q: 3 clusters Score -1206946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1207003.875000 Penalty: 2960.990723
	Iteration 15Q: 3 clusters Score -1207004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1207055.625000 Penalty: 2960.990723
	Iteration 16Q: 3 clusters Score -1207056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1207094.375000 Penalty: 2960.990723
	Iteration 17Q: 3 clusters Score -1207094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1207121.500000 Penalty: 2960.990723
	Iteration 18Q: 3 clusters Score -1207122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1207139.250000 Penalty: 2960.990723
	Iteration 19Q: 3 clusters Score -1207139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1207154.500000 Penalty: 2960.990723
	Iteration 20F: 3 clusters Score -1207154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1207171.500000 Penalty: 2960.990723
	Iteration 21Q: 3 clusters Score -1207172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1207191.125000 Penalty: 2960.990723
	Iteration 22Q: 3 clusters Score -1207191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1207209.500000 Penalty: 2960.990723
	Iteration 23Q: 3 clusters Score -1207210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1207235.375000 Penalty: 2960.990723
	Iteration 24Q: 3 clusters Score -1207235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1207264.375000 Penalty: 2960.990723
	Iteration 25Q: 3 clusters Score -1207264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1207284.750000 Penalty: 2960.990723
	Iteration 26Q: 3 clusters Score -1207285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1207304.000000 Penalty: 2960.990723
	Iteration 27Q: 3 clusters Score -1207304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1207330.125000 Penalty: 2960.990723
	Iteration 28Q: 3 clusters Score -1207330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1207357.500000 Penalty: 2960.990723
	Iteration 29Q: 3 clusters Score -1207358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1207378.250000 Penalty: 2960.990723
	Iteration 30Q: 3 clusters Score -1207378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1207392.750000 Penalty: 2960.990723
	Iteration 31Q: 3 clusters Score -1207393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1207413.250000 Penalty: 2960.990723
	Iteration 32Q: 3 clusters Score -1207413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1207433.500000 Penalty: 2960.990723
	Iteration 33Q: 3 clusters Score -1207434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1207447.625000 Penalty: 2960.990723
	Iteration 34Q: 3 clusters Score -1207448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1207461.375000 Penalty: 2960.990723
	Iteration 35Q: 3 clusters Score -1207461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1207471.000000 Penalty: 2960.990723
	Iteration 36Q: 3 clusters Score -1207471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1207475.875000 Penalty: 2960.990723
	Iteration 37Q: 3 clusters Score -1207476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1207486.625000 Penalty: 2960.990723
	Iteration 38Q: 3 clusters Score -1207487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1207502.000000 Penalty: 2960.990723
	Iteration 39Q: 3 clusters Score -1207502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1207516.625000 Penalty: 2960.990723
	Iteration 40F: 3 clusters Score -1207517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1207529.375000 Penalty: 2960.990723
	Iteration 41Q: 3 clusters Score -1207529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1207543.500000 Penalty: 2960.990723
	Iteration 42Q: 3 clusters Score -1207544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1207554.625000 Penalty: 2960.990723
	Iteration 43Q: 3 clusters Score -1207555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1207562.250000 Penalty: 2960.990723
	Iteration 44Q: 3 clusters Score -1207562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1207570.875000 Penalty: 2960.990723
	Iteration 45Q: 3 clusters Score -1207571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1207583.250000 Penalty: 2960.990723
	Iteration 46Q: 3 clusters Score -1207583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1207592.125000 Penalty: 2960.990723
	Iteration 47Q: 3 clusters Score -1207592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1207598.375000 Penalty: 2960.990723
	Iteration 48Q: 3 clusters Score -1207598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1207614.000000 Penalty: 2960.990723
	Iteration 49Q: 3 clusters Score -1207614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1207628.625000 Penalty: 2960.990723
	Iteration 50Q: 3 clusters Score -1207629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1207642.000000 Penalty: 2960.990723
	Iteration 51Q: 3 clusters Score -1207642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1207664.250000 Penalty: 2960.990723
	Iteration 52Q: 3 clusters Score -1207664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1207680.375000 Penalty: 2960.990723
	Iteration 53Q: 3 clusters Score -1207680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1207701.125000 Penalty: 2960.990723
	Iteration 54Q: 3 clusters Score -1207701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1207719.750000 Penalty: 2960.990723
	Iteration 55Q: 3 clusters Score -1207720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1207746.875000 Penalty: 2960.990723
	Iteration 56Q: 3 clusters Score -1207747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1207768.625000 Penalty: 2960.990723
	Iteration 57Q: 3 clusters Score -1207769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1207781.000000 Penalty: 2960.990723
	Iteration 58Q: 3 clusters Score -1207781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1207797.500000 Penalty: 2960.990723
	Iteration 59Q: 3 clusters Score -1207798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1207811.750000 Penalty: 2960.990723
	Iteration 60F: 3 clusters Score -1207812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1207827.000000 Penalty: 2960.990723
	Iteration 61Q: 3 clusters Score -1207827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1207837.750000 Penalty: 2960.990723
	Iteration 62Q: 3 clusters Score -1207838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1207845.125000 Penalty: 2960.990723
	Iteration 63Q: 3 clusters Score -1207845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1207853.875000 Penalty: 2960.990723
	Iteration 64Q: 3 clusters Score -1207854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1207859.000000 Penalty: 2960.990723
	Iteration 65Q: 3 clusters Score -1207859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1207864.500000 Penalty: 2960.990723
	Iteration 66Q: 3 clusters Score -1207864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1207866.625000 Penalty: 2960.990723
	Iteration 67Q: 3 clusters Score -1207867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1207869.875000 Penalty: 2960.990723
	Iteration 68Q: 3 clusters Score -1207870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1207872.000000 Penalty: 2960.990723
	Iteration 69Q: 3 clusters Score -1207872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1207873.375000 Penalty: 2960.990723
	Iteration 70Q: 3 clusters Score -1207873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1207875.750000 Penalty: 2960.990723
	Iteration 71Q: 3 clusters Score -1207876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1207874.625000 Penalty: 2960.990723
	Iteration 72Q: 3 clusters Score -1207875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1207874.625000 Penalty: 2960.990723
	Iteration 73F: 3 clusters Score -1207875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -87723.273438 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -87723.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86433.609375 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -86433.61 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86661.960938 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -86661.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86774.382812 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -86774.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86876.406250 Penalty: 2165.102783
	Iteration 3F: 3 clusters Score -86876.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87006.695312 Penalty: 2165.102783
	Iteration 4F: 3 clusters Score -87006.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87183.562500 Penalty: 2165.102783
	Iteration 5F: 3 clusters Score -87183.56 nChanged 56
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: -87379.523438 Penalty: 2165.102783
	Iteration 6F: 3 clusters Score -87379.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87499.265625 Penalty: 2165.102783
	Iteration 7F: 3 clusters Score -87499.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87585.203125 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -87585.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87690.179688 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -87690.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87799.265625 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -87799.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87835.726562 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -87835.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87841.804688 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -87841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87842.367188 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -87842.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87842.367188 Penalty: 2165.102783
	Iteration 14F: 3 clusters Score -87842.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 362 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72004 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Mstep: Class 81 contains 420 members 
Entering Unmasked Estep 
Score: -68995080.000000 Penalty: 173508.343750
Splitting cluster 2 changes total score from -68995984.000000 to -68995080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -53364.433594 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -53364.43 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 203 members 
Entering Unmasked Estep 
Score: -52444.136719 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -52444.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52583.843750 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -52583.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52642.820312 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -52642.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52671.953125 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -52671.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52694.460938 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -52694.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52714.585938 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -52714.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52728.515625 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -52728.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52738.777344 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -52738.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52748.921875 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -52748.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52778.578125 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -52778.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52790.281250 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -52790.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52796.054688 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -52796.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52801.773438 Penalty: 1927.116455
	Iteration 12Q: 3 clusters Score -52801.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52801.773438 Penalty: 1927.116455
	Iteration 13F: 3 clusters Score -52801.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -42892.816406 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -42892.82 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 225 members 
Entering Unmasked Estep 
Score: -42015.312500 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -42015.31 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42341.242188 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -42341.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42524.460938 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -42524.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42605.191406 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -42605.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42676.347656 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -42676.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42750.097656 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -42750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42812.753906 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -42812.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42843.648438 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -42843.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42870.335938 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -42870.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42876.421875 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -42876.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42876.421875 Penalty: 1984.782349
	Iteration 10F: 3 clusters Score -42876.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -1870868.500000 Penalty: 1550.215576
	Iteration 0F: 2 clusters Score -1870868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1861157.375000 Penalty: 3100.431152
	Iteration 0F: 3 clusters Score -1861157 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1864360.125000 Penalty: 3100.431152
	Iteration 1F: 3 clusters Score -1864360 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1864642.625000 Penalty: 3100.431152
	Iteration 2F: 3 clusters Score -1864643 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1864893.250000 Penalty: 3100.431152
	Iteration 3Q: 3 clusters Score -1864893 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1865106.375000 Penalty: 3100.431152
	Iteration 4Q: 3 clusters Score -1865106 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1865362.500000 Penalty: 3100.431152
	Iteration 5Q: 3 clusters Score -1865362 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1865697.750000 Penalty: 3100.431152
	Iteration 6Q: 3 clusters Score -1865698 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1866234.875000 Penalty: 3100.431152
	Iteration 7F: 3 clusters Score -1866235 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1866966.875000 Penalty: 3100.431152
	Iteration 8F: 3 clusters Score -1866967 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1867777.250000 Penalty: 3100.431152
	Iteration 9F: 3 clusters Score -1867777 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1868438.625000 Penalty: 3100.431152
	Iteration 10F: 3 clusters Score -1868439 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1868903.500000 Penalty: 3100.431152
	Iteration 11Q: 3 clusters Score -1868904 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1869225.250000 Penalty: 3100.431152
	Iteration 12Q: 3 clusters Score -1869225 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1869409.250000 Penalty: 3100.431152
	Iteration 13Q: 3 clusters Score -1869409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1869515.500000 Penalty: 3100.431152
	Iteration 14Q: 3 clusters Score -1869516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1869585.875000 Penalty: 3100.431152
	Iteration 15Q: 3 clusters Score -1869586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1869614.750000 Penalty: 3100.431152
	Iteration 16Q: 3 clusters Score -1869615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1869630.625000 Penalty: 3100.431152
	Iteration 17Q: 3 clusters Score -1869631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1869639.750000 Penalty: 3100.431152
	Iteration 18Q: 3 clusters Score -1869640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1869649.250000 Penalty: 3100.431152
	Iteration 19Q: 3 clusters Score -1869649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1869658.500000 Penalty: 3100.431152
	Iteration 20F: 3 clusters Score -1869658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1869669.000000 Penalty: 3100.431152
	Iteration 21Q: 3 clusters Score -1869669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1869677.250000 Penalty: 3100.431152
	Iteration 22Q: 3 clusters Score -1869677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1869683.750000 Penalty: 3100.431152
	Iteration 23Q: 3 clusters Score -1869684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1869690.250000 Penalty: 3100.431152
	Iteration 24Q: 3 clusters Score -1869690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1869693.250000 Penalty: 3100.431152
	Iteration 25Q: 3 clusters Score -1869693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1869698.000000 Penalty: 3100.431152
	Iteration 26Q: 3 clusters Score -1869698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1869700.250000 Penalty: 3100.431152
	Iteration 27Q: 3 clusters Score -1869700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1869705.125000 Penalty: 3100.431152
	Iteration 28Q: 3 clusters Score -1869705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1869705.250000 Penalty: 3100.431152
	Iteration 29Q: 3 clusters Score -1869705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1869707.250000 Penalty: 3100.431152
	Iteration 30Q: 3 clusters Score -1869707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1869707.875000 Penalty: 3100.431152
	Iteration 31Q: 3 clusters Score -1869708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1869707.875000 Penalty: 3100.431152
	Iteration 32F: 3 clusters Score -1869708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -862027.500000 Penalty: 1429.675171
	Iteration 0F: 2 clusters Score -862027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -857002.437500 Penalty: 2859.350342
	Iteration 0F: 3 clusters Score -857002.4 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -858560.000000 Penalty: 2859.350342
	Iteration 1F: 3 clusters Score -858560 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -858849.750000 Penalty: 2859.350342
	Iteration 2F: 3 clusters Score -858849.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -859098.000000 Penalty: 2859.350342
	Iteration 3F: 3 clusters Score -859098 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -859351.937500 Penalty: 2859.350342
	Iteration 4F: 3 clusters Score -859351.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -859610.750000 Penalty: 2859.350342
	Iteration 5Q: 3 clusters Score -859610.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -859883.562500 Penalty: 2859.350342
	Iteration 6Q: 3 clusters Score -859883.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -860128.250000 Penalty: 2859.350342
	Iteration 7Q: 3 clusters Score -860128.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -860313.250000 Penalty: 2859.350342
	Iteration 8Q: 3 clusters Score -860313.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -860444.500000 Penalty: 2859.350342
	Iteration 9Q: 3 clusters Score -860444.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -860539.500000 Penalty: 2859.350342
	Iteration 10Q: 3 clusters Score -860539.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -860608.750000 Penalty: 2859.350342
	Iteration 11Q: 3 clusters Score -860608.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -860658.812500 Penalty: 2859.350342
	Iteration 12Q: 3 clusters Score -860658.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -860700.500000 Penalty: 2859.350342
	Iteration 13Q: 3 clusters Score -860700.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -860740.625000 Penalty: 2859.350342
	Iteration 14Q: 3 clusters Score -860740.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -860785.437500 Penalty: 2859.350342
	Iteration 15Q: 3 clusters Score -860785.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -860823.125000 Penalty: 2859.350342
	Iteration 16Q: 3 clusters Score -860823.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -860870.062500 Penalty: 2859.350342
	Iteration 17Q: 3 clusters Score -860870.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -860910.937500 Penalty: 2859.350342
	Iteration 18Q: 3 clusters Score -860910.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -860948.812500 Penalty: 2859.350342
	Iteration 19Q: 3 clusters Score -860948.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -860978.125000 Penalty: 2859.350342
	Iteration 20F: 3 clusters Score -860978.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -861003.625000 Penalty: 2859.350342
	Iteration 21Q: 3 clusters Score -861003.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -861036.125000 Penalty: 2859.350342
	Iteration 22Q: 3 clusters Score -861036.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -861062.937500 Penalty: 2859.350342
	Iteration 23Q: 3 clusters Score -861062.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -861083.562500 Penalty: 2859.350342
	Iteration 24Q: 3 clusters Score -861083.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -861101.312500 Penalty: 2859.350342
	Iteration 25Q: 3 clusters Score -861101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -861111.375000 Penalty: 2859.350342
	Iteration 26Q: 3 clusters Score -861111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -861118.062500 Penalty: 2859.350342
	Iteration 27Q: 3 clusters Score -861118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -861122.500000 Penalty: 2859.350342
	Iteration 28Q: 3 clusters Score -861122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -861125.687500 Penalty: 2859.350342
	Iteration 29Q: 3 clusters Score -861125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -861126.687500 Penalty: 2859.350342
	Iteration 30Q: 3 clusters Score -861126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -861129.125000 Penalty: 2859.350342
	Iteration 31Q: 3 clusters Score -861129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -861129.125000 Penalty: 2859.350342
	Iteration 32F: 3 clusters Score -861129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -251348.453125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -251348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249267.937500 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -249267.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -249713.578125 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -249713.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -249822.750000 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -249822.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249903.078125 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -249903.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -249953.546875 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -249953.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249989.546875 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -249989.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -250019.562500 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -250019.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250045.031250 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -250045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -250064.093750 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -250064.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250077.828125 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -250077.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250090.375000 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -250090.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -250098.218750 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -250098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -250106.375000 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -250106.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250117.937500 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -250117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250132.718750 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -250132.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250140.968750 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -250141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -250144.984375 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -250145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -250148.734375 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -250148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -250154.046875 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -250154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -250157.828125 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -250157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -250160.671875 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -250160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250164.656250 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -250164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -250169.609375 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -250169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250171.453125 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -250171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250173.796875 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -250173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250176.109375 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -250176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250178.359375 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -250178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -250181.078125 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -250181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250183.406250 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -250183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -250185.937500 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -250185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250189.843750 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -250189.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -250194.890625 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -250194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -250196.453125 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -250196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -250197.562500 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -250197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250198.765625 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -250198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250200.656250 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -250200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250201.281250 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -250201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250202.703125 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -250202.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250202.703125 Penalty: 2456.178711
	Iteration 38F: 3 clusters Score -250202.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -679855.937500 Penalty: 1388.626221
	Iteration 0F: 2 clusters Score -679855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -675790.125000 Penalty: 2777.252441
	Iteration 0F: 3 clusters Score -675790.1 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -676910.937500 Penalty: 2777.252441
	Iteration 1F: 3 clusters Score -676910.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -677074.687500 Penalty: 2777.252441
	Iteration 2F: 3 clusters Score -677074.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -677181.000000 Penalty: 2777.252441
	Iteration 3Q: 3 clusters Score -677181 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -677275.250000 Penalty: 2777.252441
	Iteration 4Q: 3 clusters Score -677275.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -677346.937500 Penalty: 2777.252441
	Iteration 5Q: 3 clusters Score -677346.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -677411.812500 Penalty: 2777.252441
	Iteration 6Q: 3 clusters Score -677411.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -677488.000000 Penalty: 2777.252441
	Iteration 7Q: 3 clusters Score -677488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -677567.687500 Penalty: 2777.252441
	Iteration 8Q: 3 clusters Score -677567.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -677646.812500 Penalty: 2777.252441
	Iteration 9Q: 3 clusters Score -677646.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -677717.000000 Penalty: 2777.252441
	Iteration 10Q: 3 clusters Score -677717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -677777.875000 Penalty: 2777.252441
	Iteration 11Q: 3 clusters Score -677777.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -677835.625000 Penalty: 2777.252441
	Iteration 12Q: 3 clusters Score -677835.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -677892.562500 Penalty: 2777.252441
	Iteration 13Q: 3 clusters Score -677892.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -677953.875000 Penalty: 2777.252441
	Iteration 14Q: 3 clusters Score -677953.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -678026.937500 Penalty: 2777.252441
	Iteration 15Q: 3 clusters Score -678026.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -678104.812500 Penalty: 2777.252441
	Iteration 16Q: 3 clusters Score -678104.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -678193.437500 Penalty: 2777.252441
	Iteration 17Q: 3 clusters Score -678193.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -678274.875000 Penalty: 2777.252441
	Iteration 18Q: 3 clusters Score -678274.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -678353.437500 Penalty: 2777.252441
	Iteration 19Q: 3 clusters Score -678353.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -678421.875000 Penalty: 2777.252441
	Iteration 20F: 3 clusters Score -678421.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -678489.250000 Penalty: 2777.252441
	Iteration 21Q: 3 clusters Score -678489.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -678534.000000 Penalty: 2777.252441
	Iteration 22Q: 3 clusters Score -678534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -678559.125000 Penalty: 2777.252441
	Iteration 23Q: 3 clusters Score -678559.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -678581.375000 Penalty: 2777.252441
	Iteration 24Q: 3 clusters Score -678581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -678604.500000 Penalty: 2777.252441
	Iteration 25Q: 3 clusters Score -678604.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -678615.437500 Penalty: 2777.252441
	Iteration 26Q: 3 clusters Score -678615.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -678623.437500 Penalty: 2777.252441
	Iteration 27Q: 3 clusters Score -678623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -678630.000000 Penalty: 2777.252441
	Iteration 28Q: 3 clusters Score -678630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -678633.000000 Penalty: 2777.252441
	Iteration 29Q: 3 clusters Score -678633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -678637.937500 Penalty: 2777.252441
	Iteration 30Q: 3 clusters Score -678637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -678642.062500 Penalty: 2777.252441
	Iteration 31Q: 3 clusters Score -678642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -678646.750000 Penalty: 2777.252441
	Iteration 32Q: 3 clusters Score -678646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -678651.187500 Penalty: 2777.252441
	Iteration 33Q: 3 clusters Score -678651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -678657.062500 Penalty: 2777.252441
	Iteration 34Q: 3 clusters Score -678657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -678662.312500 Penalty: 2777.252441
	Iteration 35Q: 3 clusters Score -678662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -678669.312500 Penalty: 2777.252441
	Iteration 36Q: 3 clusters Score -678669.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -678674.375000 Penalty: 2777.252441
	Iteration 37Q: 3 clusters Score -678674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -678681.000000 Penalty: 2777.252441
	Iteration 38Q: 3 clusters Score -678681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -678684.062500 Penalty: 2777.252441
	Iteration 39Q: 3 clusters Score -678684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -678686.312500 Penalty: 2777.252441
	Iteration 40F: 3 clusters Score -678686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -678686.687500 Penalty: 2777.252441
	Iteration 41Q: 3 clusters Score -678686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -678687.187500 Penalty: 2777.252441
	Iteration 42Q: 3 clusters Score -678687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -678688.500000 Penalty: 2777.252441
	Iteration 43Q: 3 clusters Score -678688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -678690.062500 Penalty: 2777.252441
	Iteration 44Q: 3 clusters Score -678690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -678690.687500 Penalty: 2777.252441
	Iteration 45Q: 3 clusters Score -678690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -678690.687500 Penalty: 2777.252441
	Iteration 46F: 3 clusters Score -678690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -523455.375000 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -523455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -520205.781250 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -520205.8 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -521057.093750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -521057.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521221.687500 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -521221.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -521330.156250 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -521330.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -521398.625000 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -521398.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -521459.187500 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -521459.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -521520.062500 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -521520.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -521570.687500 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -521570.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -521615.718750 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -521615.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -521659.343750 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -521659.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -521691.531250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -521691.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -521719.250000 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -521719.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -521746.843750 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -521746.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -521769.593750 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -521769.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -521788.781250 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -521788.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -521811.218750 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -521811.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -521841.125000 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -521841.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -521872.343750 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -521872.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -521904.718750 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -521904.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -521935.468750 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -521935.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -521955.062500 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -521955.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -521977.468750 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -521977.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -522005.968750 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -522006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -522027.625000 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -522027.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -522049.875000 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -522049.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -522078.312500 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -522078.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -522107.500000 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -522107.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -522133.968750 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -522134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -522167.125000 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -522167.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -522206.031250 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -522206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -522244.343750 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -522244.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -522285.062500 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -522285.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -522322.718750 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -522322.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -522369.500000 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -522369.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -522421.062500 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -522421.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -522480.031250 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -522480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -522515.250000 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -522515.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -522547.062500 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -522547.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -522575.843750 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -522575.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -522597.250000 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -522597.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -522618.375000 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -522618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -522634.812500 Penalty: 2690.984131
	Iteration 41Q: 3 clusters Score -522634.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -522645.937500 Penalty: 2690.984131
	Iteration 42Q: 3 clusters Score -522645.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -522657.937500 Penalty: 2690.984131
	Iteration 43Q: 3 clusters Score -522657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -522666.218750 Penalty: 2690.984131
	Iteration 44Q: 3 clusters Score -522666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -522670.312500 Penalty: 2690.984131
	Iteration 45Q: 3 clusters Score -522670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -522672.750000 Penalty: 2690.984131
	Iteration 46Q: 3 clusters Score -522672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -522677.156250 Penalty: 2690.984131
	Iteration 47Q: 3 clusters Score -522677.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -522682.687500 Penalty: 2690.984131
	Iteration 48Q: 3 clusters Score -522682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -522690.250000 Penalty: 2690.984131
	Iteration 49Q: 3 clusters Score -522690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -522698.718750 Penalty: 2690.984131
	Iteration 50Q: 3 clusters Score -522698.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -522701.500000 Penalty: 2690.984131
	Iteration 51Q: 3 clusters Score -522701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -522704.375000 Penalty: 2690.984131
	Iteration 52Q: 3 clusters Score -522704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -522706.531250 Penalty: 2690.984131
	Iteration 53Q: 3 clusters Score -522706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -522708.062500 Penalty: 2690.984131
	Iteration 54Q: 3 clusters Score -522708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -522707.687500 Penalty: 2690.984131
	Iteration 55Q: 3 clusters Score -522707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -522708.312500 Penalty: 2690.984131
	Iteration 56Q: 3 clusters Score -522708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -522709.875000 Penalty: 2690.984131
	Iteration 57Q: 3 clusters Score -522709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -522710.781250 Penalty: 2690.984131
	Iteration 58Q: 3 clusters Score -522710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -522710.593750 Penalty: 2690.984131
	Iteration 59Q: 3 clusters Score -522710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -522711.531250 Penalty: 2690.984131
	Iteration 60F: 3 clusters Score -522711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Entering Unmasked Estep 
Score: -3695993.000000 Penalty: 1661.937622
	Iteration 0F: 2 clusters Score -3695993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3677335.000000 Penalty: 3323.875244
	Iteration 0F: 3 clusters Score -3677335 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3684215.250000 Penalty: 3323.875244
	Iteration 1F: 3 clusters Score -3684215 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3684574.250000 Penalty: 3323.875244
	Iteration 2Q: 3 clusters Score -3684574 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3684998.750000 Penalty: 3323.875244
	Iteration 3Q: 3 clusters Score -3684999 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3685499.250000 Penalty: 3323.875244
	Iteration 4Q: 3 clusters Score -3685499 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3686201.750000 Penalty: 3323.875244
	Iteration 5F: 3 clusters Score -3686202 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3687360.500000 Penalty: 3323.875244
	Iteration 6F: 3 clusters Score -3687360 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3688996.000000 Penalty: 3323.875244
	Iteration 7F: 3 clusters Score -3688996 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3690910.750000 Penalty: 3323.875244
	Iteration 8F: 3 clusters Score -3690911 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3692736.250000 Penalty: 3323.875244
	Iteration 9F: 3 clusters Score -3692736 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3693959.000000 Penalty: 3323.875244
	Iteration 10Q: 3 clusters Score -3693959 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3694654.250000 Penalty: 3323.875244
	Iteration 11Q: 3 clusters Score -3694654 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3694952.500000 Penalty: 3323.875244
	Iteration 12Q: 3 clusters Score -3694952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3695086.250000 Penalty: 3323.875244
	Iteration 13Q: 3 clusters Score -3695086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3695160.000000 Penalty: 3323.875244
	Iteration 14Q: 3 clusters Score -3695160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3695189.500000 Penalty: 3323.875244
	Iteration 15Q: 3 clusters Score -3695190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3695207.500000 Penalty: 3323.875244
	Iteration 16Q: 3 clusters Score -3695208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3695211.750000 Penalty: 3323.875244
	Iteration 17Q: 3 clusters Score -3695212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3695215.000000 Penalty: 3323.875244
	Iteration 18Q: 3 clusters Score -3695215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3695217.250000 Penalty: 3323.875244
	Iteration 19Q: 3 clusters Score -3695217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3695217.250000 Penalty: 3323.875244
	Iteration 20F: 3 clusters Score -3695217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Entering Unmasked Estep 
Score: -7404629.000000 Penalty: 1775.896973
	Iteration 0F: 2 clusters Score -7404629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -7367295.500000 Penalty: 3551.793945
	Iteration 0F: 3 clusters Score -7367296 nChanged 26420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -7382156.000000 Penalty: 3551.793945
	Iteration 1F: 3 clusters Score -7382156 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7382712.000000 Penalty: 3551.793945
	Iteration 2Q: 3 clusters Score -7382712 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -7383242.000000 Penalty: 3551.793945
	Iteration 3Q: 3 clusters Score -7383242 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7383880.500000 Penalty: 3551.793945
	Iteration 4Q: 3 clusters Score -7383880 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -7384899.000000 Penalty: 3551.793945
	Iteration 5Q: 3 clusters Score -7384899 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -7386318.500000 Penalty: 3551.793945
	Iteration 6F: 3 clusters Score -7386318 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7388210.500000 Penalty: 3551.793945
	Iteration 7F: 3 clusters Score -7388210 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7390533.000000 Penalty: 3551.793945
	Iteration 8F: 3 clusters Score -7390533 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -7393071.500000 Penalty: 3551.793945
	Iteration 9F: 3 clusters Score -7393072 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -7395767.500000 Penalty: 3551.793945
	Iteration 10F: 3 clusters Score -7395768 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -7398309.500000 Penalty: 3551.793945
	Iteration 11F: 3 clusters Score -7398310 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7400406.000000 Penalty: 3551.793945
	Iteration 12Q: 3 clusters Score -7400406 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7401720.500000 Penalty: 3551.793945
	Iteration 13Q: 3 clusters Score -7401720 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7402435.000000 Penalty: 3551.793945
	Iteration 14Q: 3 clusters Score -7402435 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -7402728.500000 Penalty: 3551.793945
	Iteration 15Q: 3 clusters Score -7402728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -7402857.000000 Penalty: 3551.793945
	Iteration 16Q: 3 clusters Score -7402857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7402942.500000 Penalty: 3551.793945
	Iteration 17Q: 3 clusters Score -7402942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7403010.000000 Penalty: 3551.793945
	Iteration 18Q: 3 clusters Score -7403010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7403019.000000 Penalty: 3551.793945
	Iteration 19Q: 3 clusters Score -7403019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7403037.500000 Penalty: 3551.793945
	Iteration 20F: 3 clusters Score -7403038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7403043.000000 Penalty: 3551.793945
	Iteration 21Q: 3 clusters Score -7403043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -7403056.000000 Penalty: 3551.793945
	Iteration 22Q: 3 clusters Score -7403056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7403058.000000 Penalty: 3551.793945
	Iteration 23Q: 3 clusters Score -7403058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7403067.500000 Penalty: 3551.793945
	Iteration 24Q: 3 clusters Score -7403068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7403077.000000 Penalty: 3551.793945
	Iteration 25Q: 3 clusters Score -7403077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -7403073.000000 Penalty: 3551.793945
	Iteration 26Q: 3 clusters Score -7403073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7403076.000000 Penalty: 3551.793945
	Iteration 27Q: 3 clusters Score -7403076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7403078.500000 Penalty: 3551.793945
	Iteration 28Q: 3 clusters Score -7403078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7403078.500000 Penalty: 3551.793945
	Iteration 29F: 3 clusters Score -7403078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -34712.539062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -34712.54 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 152 members 
Entering Unmasked Estep 
Score: -33861.828125 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -33861.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33953.246094 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -33953.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33977.734375 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -33977.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33987.875000 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -33987.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33995.105469 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -33995.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33999.507812 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -33999.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33999.507812 Penalty: 1821.885620
	Iteration 6F: 3 clusters Score -33999.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -234791.906250 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -234791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232805.859375 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -232805.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -233234.968750 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -233235 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -233345.625000 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -233345.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -233407.734375 Penalty: 2434.059082
	Iteration 3Q: 3 clusters Score -233407.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233447.718750 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -233447.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -233469.875000 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -233469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -233490.140625 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -233490.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233509.921875 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -233509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233521.765625 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -233521.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -233530.921875 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -233530.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233540.375000 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -233540.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233548.250000 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -233548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233557.484375 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -233557.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -233570.718750 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -233570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -233581.875000 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -233581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -233590.828125 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -233590.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233604.640625 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -233604.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233618.625000 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -233618.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -233630.703125 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -233630.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233643.062500 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -233643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -233653.312500 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -233653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -233658.734375 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -233658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -233664.093750 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -233664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233668.281250 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -233668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -233672.484375 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -233672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -233674.531250 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -233674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233678.218750 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -233678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233683.953125 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -233684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233686.687500 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -233686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -233689.750000 Penalty: 2434.059082
	Iteration 29Q: 3 clusters Score -233689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -233693.875000 Penalty: 2434.059082
	Iteration 30Q: 3 clusters Score -233693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -233694.046875 Penalty: 2434.059082
	Iteration 31Q: 3 clusters Score -233694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -233696.000000 Penalty: 2434.059082
	Iteration 32Q: 3 clusters Score -233696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -233703.062500 Penalty: 2434.059082
	Iteration 33Q: 3 clusters Score -233703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -233714.906250 Penalty: 2434.059082
	Iteration 34Q: 3 clusters Score -233714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -233726.000000 Penalty: 2434.059082
	Iteration 35Q: 3 clusters Score -233726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233736.921875 Penalty: 2434.059082
	Iteration 36Q: 3 clusters Score -233736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -233746.031250 Penalty: 2434.059082
	Iteration 37Q: 3 clusters Score -233746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233753.343750 Penalty: 2434.059082
	Iteration 38Q: 3 clusters Score -233753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233758.500000 Penalty: 2434.059082
	Iteration 39Q: 3 clusters Score -233758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233760.171875 Penalty: 2434.059082
	Iteration 40F: 3 clusters Score -233760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -233760.578125 Penalty: 2434.059082
	Iteration 41Q: 3 clusters Score -233760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233761.359375 Penalty: 2434.059082
	Iteration 42Q: 3 clusters Score -233761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233761.359375 Penalty: 2434.059082
	Iteration 43F: 3 clusters Score -233761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -6341.283691 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -6341.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5680.191406 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -5680.191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5764.048340 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -5764.048 nChanged 3
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: -5778.623047 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -5778.623 nChanged 0
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: -5778.623047 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -5778.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -215602.609375 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -215602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213740.250000 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -213740.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -214185.828125 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -214185.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -214323.078125 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -214323.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -214403.156250 Penalty: 2415.172363
	Iteration 3F: 3 clusters Score -214403.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -214471.078125 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -214471.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -214525.593750 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -214525.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -214580.234375 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -214580.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -214625.328125 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -214625.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -214656.375000 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -214656.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -214697.437500 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -214697.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -214736.750000 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -214736.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -214771.859375 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -214771.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -214804.515625 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -214804.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214819.609375 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -214819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -214839.328125 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -214839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -214857.265625 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -214857.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214876.171875 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -214876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214879.984375 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -214880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214884.406250 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -214884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -214888.312500 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -214888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214891.390625 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -214891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214895.296875 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -214895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214897.640625 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -214897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -214898.718750 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -214898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -214899.375000 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -214899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -214901.484375 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -214901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214902.765625 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -214902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214902.765625 Penalty: 2415.172363
	Iteration 27F: 3 clusters Score -214902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -354506.968750 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -354507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -351968.625000 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -351968.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -352584.687500 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -352584.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -352733.468750 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -352733.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352824.125000 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -352824.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -352874.218750 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -352874.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -352913.562500 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -352913.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -352947.500000 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -352947.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -352972.906250 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -352972.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -353000.156250 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -353000.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -353037.781250 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -353037.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -353067.562500 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -353067.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353095.656250 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -353095.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -353127.000000 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -353127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -353154.312500 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -353154.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -353170.687500 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -353170.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -353180.156250 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -353180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -353193.468750 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -353193.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -353204.156250 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -353204.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -353212.000000 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -353212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -353221.843750 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -353221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -353235.656250 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -353235.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -353249.531250 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -353249.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -353261.687500 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -353261.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -353271.062500 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -353271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -353276.406250 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -353276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -353283.531250 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -353283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -353290.406250 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -353290.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -353301.093750 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -353301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -353308.656250 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -353308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -353314.812500 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -353314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -353319.843750 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -353319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -353325.468750 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -353325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -353328.750000 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -353328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -353330.343750 Penalty: 2574.970459
	Iteration 33Q: 3 clusters Score -353330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -353332.343750 Penalty: 2574.970459
	Iteration 34Q: 3 clusters Score -353332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -353335.562500 Penalty: 2574.970459
	Iteration 35Q: 3 clusters Score -353335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -353338.375000 Penalty: 2574.970459
	Iteration 36Q: 3 clusters Score -353338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -353340.875000 Penalty: 2574.970459
	Iteration 37Q: 3 clusters Score -353340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -353346.250000 Penalty: 2574.970459
	Iteration 38Q: 3 clusters Score -353346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -353350.437500 Penalty: 2574.970459
	Iteration 39Q: 3 clusters Score -353350.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -353354.312500 Penalty: 2574.970459
	Iteration 40F: 3 clusters Score -353354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -353357.375000 Penalty: 2574.970459
	Iteration 41Q: 3 clusters Score -353357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -353360.093750 Penalty: 2574.970459
	Iteration 42Q: 3 clusters Score -353360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -353361.562500 Penalty: 2574.970459
	Iteration 43Q: 3 clusters Score -353361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -353362.968750 Penalty: 2574.970459
	Iteration 44Q: 3 clusters Score -353363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -353365.156250 Penalty: 2574.970459
	Iteration 45Q: 3 clusters Score -353365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -353366.125000 Penalty: 2574.970459
	Iteration 46Q: 3 clusters Score -353366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -353366.437500 Penalty: 2574.970459
	Iteration 47Q: 3 clusters Score -353366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -353366.437500 Penalty: 2574.970459
	Iteration 48F: 3 clusters Score -353366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -162943.093750 Penalty: 1131.518433
	Iteration 0F: 2 clusters Score -162943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161482.765625 Penalty: 2263.036865
	Iteration 0F: 3 clusters Score -161482.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161759.359375 Penalty: 2263.036865
	Iteration 1F: 3 clusters Score -161759.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161852.828125 Penalty: 2263.036865
	Iteration 2F: 3 clusters Score -161852.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161947.734375 Penalty: 2263.036865
	Iteration 3F: 3 clusters Score -161947.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162070.125000 Penalty: 2263.036865
	Iteration 4Q: 3 clusters Score -162070.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162173.109375 Penalty: 2263.036865
	Iteration 5Q: 3 clusters Score -162173.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162259.031250 Penalty: 2263.036865
	Iteration 6Q: 3 clusters Score -162259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -162324.640625 Penalty: 2263.036865
	Iteration 7Q: 3 clusters Score -162324.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -162372.515625 Penalty: 2263.036865
	Iteration 8Q: 3 clusters Score -162372.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162424.734375 Penalty: 2263.036865
	Iteration 9Q: 3 clusters Score -162424.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162453.140625 Penalty: 2263.036865
	Iteration 10Q: 3 clusters Score -162453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162459.640625 Penalty: 2263.036865
	Iteration 11Q: 3 clusters Score -162459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162463.859375 Penalty: 2263.036865
	Iteration 12Q: 3 clusters Score -162463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162465.593750 Penalty: 2263.036865
	Iteration 13Q: 3 clusters Score -162465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162468.609375 Penalty: 2263.036865
	Iteration 14Q: 3 clusters Score -162468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162469.687500 Penalty: 2263.036865
	Iteration 15Q: 3 clusters Score -162469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -162470.375000 Penalty: 2263.036865
	Iteration 16Q: 3 clusters Score -162470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162471.140625 Penalty: 2263.036865
	Iteration 17Q: 3 clusters Score -162471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162471.953125 Penalty: 2263.036865
	Iteration 18Q: 3 clusters Score -162472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162471.953125 Penalty: 2263.036865
	Iteration 19F: 3 clusters Score -162472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -463246.531250 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -463246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -460126.375000 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -460126.4 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -461148.906250 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -461148.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -461581.250000 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -461581.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -461893.593750 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -461893.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -462109.625000 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -462109.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -462255.187500 Penalty: 2662.315430
	Iteration 5F: 3 clusters Score -462255.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -462353.687500 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -462353.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -462445.093750 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -462445.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -462537.312500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -462537.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -462599.656250 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -462599.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -462647.031250 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -462647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -462685.281250 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -462685.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -462720.000000 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -462720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -462756.281250 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -462756.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -462795.812500 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -462795.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -462820.031250 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -462820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -462834.687500 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -462834.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -462842.343750 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -462842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -462847.218750 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -462847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -462850.968750 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -462851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -462856.812500 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -462856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -462862.625000 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -462862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -462865.500000 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -462865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -462868.312500 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -462868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -462871.218750 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -462871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -462871.656250 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -462871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -462873.843750 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -462873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -462875.937500 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -462875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -462877.656250 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -462877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462878.343750 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -462878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -462880.593750 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -462880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -462882.031250 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -462882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -462885.281250 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -462885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -462891.468750 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -462891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -462895.031250 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -462895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -462897.187500 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -462897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -462897.968750 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -462898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -462898.156250 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -462898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -462898.750000 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -462898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -462898.750000 Penalty: 2662.315430
	Iteration 39F: 3 clusters Score -462898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -169190.062500 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -169190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167528.484375 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -167528.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167980.953125 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -167981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168142.953125 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -168143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168254.250000 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -168254.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -168341.406250 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -168341.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -168402.703125 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -168402.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -168441.531250 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -168441.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -168458.781250 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -168458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168470.453125 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -168470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168476.421875 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -168476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168486.203125 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -168486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -168503.421875 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -168503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -168517.125000 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -168517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -168530.390625 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -168530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -168541.406250 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -168541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -168546.640625 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -168546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -168553.781250 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -168553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -168558.000000 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -168558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -168559.625000 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -168559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -168560.625000 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -168560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -168560.625000 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -168560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -20245.320312 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -20245.32 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: -19638.353516 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19638.35 nChanged 36
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: -19738.130859 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19738.13 nChanged 10
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: -19763.806641 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -19763.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19795.031250 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -19795.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19834.958984 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -19834.96 nChanged 4
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: -19843.402344 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -19843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19846.982422 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -19846.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19846.982422 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -19846.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -52082.207031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -52082.21 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 205 members 
Entering Unmasked Estep 
Score: -51089.640625 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -51089.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51235.496094 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -51235.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51274.156250 Penalty: 1962.307983
	Iteration 2Q: 3 clusters Score -51274.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51299.234375 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -51299.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51302.613281 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -51302.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51303.648438 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -51303.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51310.832031 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -51310.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51317.511719 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -51317.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51317.910156 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -51317.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51317.910156 Penalty: 1962.307983
	Iteration 9F: 3 clusters Score -51317.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -65311.63 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 271 members 
Entering Unmasked Estep 
Score: -64264.292969 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -64264.29 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64525.062500 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -64525.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64709.316406 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -64709.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64910.996094 Penalty: 2039.297729
	Iteration 3F: 3 clusters Score -64911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65018.730469 Penalty: 2039.297729
	Iteration 4F: 3 clusters Score -65018.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65175.253906 Penalty: 2039.297729
	Iteration 5F: 3 clusters Score -65175.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65291.777344 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -65291.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65321.191406 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -65321.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65333.750000 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -65333.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65342.210938 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -65342.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65343.285156 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -65343.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65343.285156 Penalty: 2039.297729
	Iteration 11F: 3 clusters Score -65343.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72004 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 7418 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Mstep: Class 81 contains 246 members 
Entering Unmasked Estep 
Score: -68994888.000000 Penalty: 173508.343750
Splitting cluster 22 changes total score from -68995984.000000 to -68994888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -141264.187500 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -141264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139776.359375 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -139776.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140104.781250 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -140104.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140273.953125 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -140274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140378.796875 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -140378.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140434.359375 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -140434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140471.453125 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -140471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140488.312500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -140488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140496.687500 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -140496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140502.937500 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -140502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140509.953125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -140510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140513.968750 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -140514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -140516.187500 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -140516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -140516.187500 Penalty: 2276.586670
	Iteration 12F: 3 clusters Score -140516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -63511.707031 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -63511.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62470.265625 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -62470.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62701.988281 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -62701.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62783.175781 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -62783.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62817.558594 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -62817.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62833.664062 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -62833.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62845.125000 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -62845.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62865.136719 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -62865.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62871.425781 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -62871.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62873.238281 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -62873.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62873.238281 Penalty: 2011.185791
	Iteration 9F: 3 clusters Score -62873.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -7795.812012 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -7795.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7270.069824 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -7270.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7335.719727 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -7335.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7348.545898 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -7348.546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7348.545898 Penalty: 1536.401123
	Iteration 3F: 3 clusters Score -7348.546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -259298.515625 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -259298.5 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 974 members 
Entering Unmasked Estep 
Score: -257264.421875 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -257264.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257729.406250 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -257729.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -257850.000000 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -257850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -257912.578125 Penalty: 2464.389893
	Iteration 3Q: 3 clusters Score -257912.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -257956.640625 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -257956.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -258002.328125 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -258002.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -258044.687500 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -258044.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -258080.546875 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -258080.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -258103.593750 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -258103.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -258122.187500 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -258122.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -258135.203125 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -258135.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -258144.296875 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -258144.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -258151.281250 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -258151.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -258158.500000 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -258158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -258164.359375 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -258164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -258171.937500 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -258171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -258179.687500 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -258179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -258186.812500 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -258186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -258193.234375 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -258193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -258202.937500 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -258202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -258214.343750 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -258214.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -258221.875000 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -258221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -258230.625000 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -258230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -258238.750000 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -258238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -258247.640625 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -258247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -258252.093750 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -258252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -258257.656250 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -258257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -258259.953125 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -258260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -258260.812500 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -258260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -258260.859375 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -258260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -258261.437500 Penalty: 2464.389893
	Iteration 30Q: 3 clusters Score -258261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -258261.390625 Penalty: 2464.389893
	Iteration 31Q: 3 clusters Score -258261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -258261.390625 Penalty: 2464.389893
	Iteration 32F: 3 clusters Score -258261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Entering Unmasked Estep 
Score: -9787754.000000 Penalty: 1817.477539
	Iteration 0F: 2 clusters Score -9787754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -9742173.000000 Penalty: 3634.955078
	Iteration 0F: 3 clusters Score -9742173 nChanged 33987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -9762178.000000 Penalty: 3634.955078
	Iteration 1F: 3 clusters Score -9762178 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9763599.000000 Penalty: 3634.955078
	Iteration 2Q: 3 clusters Score -9763599 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -9765723.000000 Penalty: 3634.955078
	Iteration 3Q: 3 clusters Score -9765723 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -9768675.000000 Penalty: 3634.955078
	Iteration 4F: 3 clusters Score -9768675 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -9772137.000000 Penalty: 3634.955078
	Iteration 5F: 3 clusters Score -9772137 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -9775422.000000 Penalty: 3634.955078
	Iteration 6F: 3 clusters Score -9775422 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -9778142.000000 Penalty: 3634.955078
	Iteration 7F: 3 clusters Score -9778142 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -9779951.000000 Penalty: 3634.955078
	Iteration 8Q: 3 clusters Score -9779951 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -9781105.000000 Penalty: 3634.955078
	Iteration 9Q: 3 clusters Score -9781105 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -9781909.000000 Penalty: 3634.955078
	Iteration 10Q: 3 clusters Score -9781909 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -9782428.000000 Penalty: 3634.955078
	Iteration 11Q: 3 clusters Score -9782428 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -9782768.000000 Penalty: 3634.955078
	Iteration 12Q: 3 clusters Score -9782768 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -9782973.000000 Penalty: 3634.955078
	Iteration 13Q: 3 clusters Score -9782973 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -9783111.000000 Penalty: 3634.955078
	Iteration 14Q: 3 clusters Score -9783111 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -9783164.000000 Penalty: 3634.955078
	Iteration 15Q: 3 clusters Score -9783164 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -9783225.000000 Penalty: 3634.955078
	Iteration 16Q: 3 clusters Score -9783225 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -9783299.000000 Penalty: 3634.955078
	Iteration 17Q: 3 clusters Score -9783299 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -9783343.000000 Penalty: 3634.955078
	Iteration 18Q: 3 clusters Score -9783343 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -9783492.000000 Penalty: 3634.955078
	Iteration 19Q: 3 clusters Score -9783492 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -9783567.000000 Penalty: 3634.955078
	Iteration 20F: 3 clusters Score -9783567 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -9783621.000000 Penalty: 3634.955078
	Iteration 21Q: 3 clusters Score -9783621 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -9783665.000000 Penalty: 3634.955078
	Iteration 22Q: 3 clusters Score -9783665 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -9783689.000000 Penalty: 3634.955078
	Iteration 23Q: 3 clusters Score -9783689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -9783705.000000 Penalty: 3634.955078
	Iteration 24Q: 3 clusters Score -9783705 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -9783775.000000 Penalty: 3634.955078
	Iteration 25Q: 3 clusters Score -9783775 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -9783793.000000 Penalty: 3634.955078
	Iteration 26Q: 3 clusters Score -9783793 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -9783875.000000 Penalty: 3634.955078
	Iteration 27Q: 3 clusters Score -9783875 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -9783926.000000 Penalty: 3634.955078
	Iteration 28Q: 3 clusters Score -9783926 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -9783958.000000 Penalty: 3634.955078
	Iteration 29Q: 3 clusters Score -9783958 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -9784090.000000 Penalty: 3634.955078
	Iteration 30Q: 3 clusters Score -9784090 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -9784212.000000 Penalty: 3634.955078
	Iteration 31Q: 3 clusters Score -9784212 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -9784321.000000 Penalty: 3634.955078
	Iteration 32Q: 3 clusters Score -9784321 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -9784453.000000 Penalty: 3634.955078
	Iteration 33Q: 3 clusters Score -9784453 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -9784563.000000 Penalty: 3634.955078
	Iteration 34Q: 3 clusters Score -9784563 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -9784637.000000 Penalty: 3634.955078
	Iteration 35Q: 3 clusters Score -9784637 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -9784686.000000 Penalty: 3634.955078
	Iteration 36Q: 3 clusters Score -9784686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -9784676.000000 Penalty: 3634.955078
	Iteration 37Q: 3 clusters Score -9784676 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9784712.000000 Penalty: 3634.955078
	Iteration 38Q: 3 clusters Score -9784712 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -9784715.000000 Penalty: 3634.955078
	Iteration 39Q: 3 clusters Score -9784715 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -9784749.000000 Penalty: 3634.955078
	Iteration 40F: 3 clusters Score -9784749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9784773.000000 Penalty: 3634.955078
	Iteration 41Q: 3 clusters Score -9784773 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9784802.000000 Penalty: 3634.955078
	Iteration 42Q: 3 clusters Score -9784802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -9784805.000000 Penalty: 3634.955078
	Iteration 43Q: 3 clusters Score -9784805 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9784755.000000 Penalty: 3634.955078
	Iteration 44Q: 3 clusters Score -9784755 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -9784816.000000 Penalty: 3634.955078
	Iteration 45Q: 3 clusters Score -9784816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -9784814.000000 Penalty: 3634.955078
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	Iteration 139Q: 3 clusters Score -9787573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -9787578.000000 Penalty: 3634.955078
	Iteration 140F: 3 clusters Score -9787578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9787580.000000 Penalty: 3634.955078
	Iteration 141Q: 3 clusters Score -9787580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9787551.000000 Penalty: 3634.955078
	Iteration 142Q: 3 clusters Score -9787551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9787536.000000 Penalty: 3634.955078
	Iteration 143Q: 3 clusters Score -9787536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -9787532.000000 Penalty: 3634.955078
	Iteration 144Q: 3 clusters Score -9787532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -9787522.000000 Penalty: 3634.955078
	Iteration 145Q: 3 clusters Score -9787522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -9787501.000000 Penalty: 3634.955078
	Iteration 146Q: 3 clusters Score -9787501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -9787492.000000 Penalty: 3634.955078
	Iteration 147Q: 3 clusters Score -9787492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -9787493.000000 Penalty: 3634.955078
	Iteration 148Q: 3 clusters Score -9787493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -9787500.000000 Penalty: 3634.955078
	Iteration 149Q: 3 clusters Score -9787500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9787491.000000 Penalty: 3634.955078
	Iteration 150Q: 3 clusters Score -9787491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9787482.000000 Penalty: 3634.955078
	Iteration 151Q: 3 clusters Score -9787482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -9787488.000000 Penalty: 3634.955078
	Iteration 152Q: 3 clusters Score -9787488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -9787474.000000 Penalty: 3634.955078
	Iteration 153Q: 3 clusters Score -9787474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -9787480.000000 Penalty: 3634.955078
	Iteration 154Q: 3 clusters Score -9787480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -9787471.000000 Penalty: 3634.955078
	Iteration 155Q: 3 clusters Score -9787471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -9787467.000000 Penalty: 3634.955078
	Iteration 156Q: 3 clusters Score -9787467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -9787476.000000 Penalty: 3634.955078
	Iteration 157Q: 3 clusters Score -9787476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -9787472.000000 Penalty: 3634.955078
	Iteration 158Q: 3 clusters Score -9787472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -9787466.000000 Penalty: 3634.955078
	Iteration 159Q: 3 clusters Score -9787466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9787463.000000 Penalty: 3634.955078
	Iteration 160F: 3 clusters Score -9787463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -9787472.000000 Penalty: 3634.955078
	Iteration 161Q: 3 clusters Score -9787472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -9787457.000000 Penalty: 3634.955078
	Iteration 162Q: 3 clusters Score -9787457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9787444.000000 Penalty: 3634.955078
	Iteration 163Q: 3 clusters Score -9787444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9787432.000000 Penalty: 3634.955078
	Iteration 164Q: 3 clusters Score -9787432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -9787421.000000 Penalty: 3634.955078
	Iteration 165Q: 3 clusters Score -9787421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -9787426.000000 Penalty: 3634.955078
	Iteration 166Q: 3 clusters Score -9787426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -9787434.000000 Penalty: 3634.955078
	Iteration 167Q: 3 clusters Score -9787434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -9787430.000000 Penalty: 3634.955078
	Iteration 168Q: 3 clusters Score -9787430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -9787424.000000 Penalty: 3634.955078
	Iteration 169Q: 3 clusters Score -9787424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -9787419.000000 Penalty: 3634.955078
	Iteration 170Q: 3 clusters Score -9787419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -9787419.000000 Penalty: 3634.955078
	Iteration 171Q: 3 clusters Score -9787419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -9787406.000000 Penalty: 3634.955078
	Iteration 172Q: 3 clusters Score -9787406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -9787404.000000 Penalty: 3634.955078
	Iteration 173Q: 3 clusters Score -9787404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9787397.000000 Penalty: 3634.955078
	Iteration 174Q: 3 clusters Score -9787397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -9787405.000000 Penalty: 3634.955078
	Iteration 175Q: 3 clusters Score -9787405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -9787395.000000 Penalty: 3634.955078
	Iteration 176Q: 3 clusters Score -9787395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -9787384.000000 Penalty: 3634.955078
	Iteration 177Q: 3 clusters Score -9787384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -9787386.000000 Penalty: 3634.955078
	Iteration 178Q: 3 clusters Score -9787386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -9787387.000000 Penalty: 3634.955078
	Iteration 179Q: 3 clusters Score -9787387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -9787380.000000 Penalty: 3634.955078
	Iteration 180F: 3 clusters Score -9787380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -9787376.000000 Penalty: 3634.955078
	Iteration 181Q: 3 clusters Score -9787376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -9787372.000000 Penalty: 3634.955078
	Iteration 182Q: 3 clusters Score -9787372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -9787368.000000 Penalty: 3634.955078
	Iteration 183Q: 3 clusters Score -9787368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -9787371.000000 Penalty: 3634.955078
	Iteration 184Q: 3 clusters Score -9787371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -9787377.000000 Penalty: 3634.955078
	Iteration 185Q: 3 clusters Score -9787377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -9787372.000000 Penalty: 3634.955078
	Iteration 186Q: 3 clusters Score -9787372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -9787370.000000 Penalty: 3634.955078
	Iteration 187Q: 3 clusters Score -9787370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -9787370.000000 Penalty: 3634.955078
	Iteration 188Q: 3 clusters Score -9787370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -9787373.000000 Penalty: 3634.955078
	Iteration 189Q: 3 clusters Score -9787373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -9787371.000000 Penalty: 3634.955078
	Iteration 190Q: 3 clusters Score -9787371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -9787358.000000 Penalty: 3634.955078
	Iteration 191Q: 3 clusters Score -9787358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -9787358.000000 Penalty: 3634.955078
	Iteration 192Q: 3 clusters Score -9787358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -9787362.000000 Penalty: 3634.955078
	Iteration 193Q: 3 clusters Score -9787362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -9787361.000000 Penalty: 3634.955078
	Iteration 194Q: 3 clusters Score -9787361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -9787358.000000 Penalty: 3634.955078
	Iteration 195Q: 3 clusters Score -9787358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -9787360.000000 Penalty: 3634.955078
	Iteration 196Q: 3 clusters Score -9787360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -9787356.000000 Penalty: 3634.955078
	Iteration 197Q: 3 clusters Score -9787356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -9787356.000000 Penalty: 3634.955078
	Iteration 198Q: 3 clusters Score -9787356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -9787356.000000 Penalty: 3634.955078
	Iteration 199F: 3 clusters Score -9787356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -172702.500000 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -172702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -171021.687500 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -171021.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171325.234375 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -171325.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -171408.921875 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -171408.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171449.203125 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -171449.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171479.796875 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -171479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -171495.390625 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -171495.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171510.312500 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -171510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171526.609375 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -171526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171549.781250 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -171549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171583.562500 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -171583.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -171612.703125 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -171612.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171653.906250 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -171653.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -171708.984375 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -171709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -171775.968750 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -171776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -171849.281250 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -171849.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -171905.062500 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -171905.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171947.171875 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -171947.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171984.781250 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -171984.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -172010.484375 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -172010.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172030.609375 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -172030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -172049.718750 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -172049.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -172061.500000 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -172061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -172074.250000 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -172074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -172081.093750 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -172081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172088.125000 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -172088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172100.250000 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -172100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172110.734375 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -172110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172118.671875 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -172118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172125.906250 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -172125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -172130.078125 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -172130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -172137.000000 Penalty: 2341.831299
	Iteration 30Q: 3 clusters Score -172137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172140.703125 Penalty: 2341.831299
	Iteration 31Q: 3 clusters Score -172140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -172143.890625 Penalty: 2341.831299
	Iteration 32Q: 3 clusters Score -172143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -172151.171875 Penalty: 2341.831299
	Iteration 33Q: 3 clusters Score -172151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172157.765625 Penalty: 2341.831299
	Iteration 34Q: 3 clusters Score -172157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172164.250000 Penalty: 2341.831299
	Iteration 35Q: 3 clusters Score -172164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172173.093750 Penalty: 2341.831299
	Iteration 36Q: 3 clusters Score -172173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172184.234375 Penalty: 2341.831299
	Iteration 37Q: 3 clusters Score -172184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172200.015625 Penalty: 2341.831299
	Iteration 38Q: 3 clusters Score -172200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -172219.343750 Penalty: 2341.831299
	Iteration 39Q: 3 clusters Score -172219.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172240.296875 Penalty: 2341.831299
	Iteration 40F: 3 clusters Score -172240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172265.625000 Penalty: 2341.831299
	Iteration 41Q: 3 clusters Score -172265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -172279.093750 Penalty: 2341.831299
	Iteration 42Q: 3 clusters Score -172279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -172284.718750 Penalty: 2341.831299
	Iteration 43Q: 3 clusters Score -172284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172291.703125 Penalty: 2341.831299
	Iteration 44Q: 3 clusters Score -172291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172293.328125 Penalty: 2341.831299
	Iteration 45Q: 3 clusters Score -172293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172295.718750 Penalty: 2341.831299
	Iteration 46Q: 3 clusters Score -172295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172297.671875 Penalty: 2341.831299
	Iteration 47Q: 3 clusters Score -172297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -172302.328125 Penalty: 2341.831299
	Iteration 48Q: 3 clusters Score -172302.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172307.031250 Penalty: 2341.831299
	Iteration 49Q: 3 clusters Score -172307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172309.484375 Penalty: 2341.831299
	Iteration 50Q: 3 clusters Score -172309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172309.484375 Penalty: 2341.831299
	Iteration 51F: 3 clusters Score -172309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -372185.750000 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -372185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -369579.562500 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -369579.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -370162.531250 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -370162.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -370287.718750 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -370287.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -370345.187500 Penalty: 2587.105225
	Iteration 3Q: 3 clusters Score -370345.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370383.000000 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -370383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -370399.156250 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -370399.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -370414.500000 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -370414.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370423.781250 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -370423.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -370431.750000 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -370431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -370438.875000 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -370438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370445.375000 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -370445.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370455.125000 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -370455.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370463.031250 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -370463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370472.093750 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -370472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370477.531250 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -370477.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370483.156250 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -370483.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370489.000000 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -370489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370492.343750 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -370492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370493.656250 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -370493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370495.500000 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -370495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -370498.250000 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -370498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370501.500000 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -370501.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370505.000000 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -370505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370509.968750 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -370510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370516.250000 Penalty: 2587.105225
	Iteration 24Q: 3 clusters Score -370516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370522.531250 Penalty: 2587.105225
	Iteration 25Q: 3 clusters Score -370522.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370530.406250 Penalty: 2587.105225
	Iteration 26Q: 3 clusters Score -370530.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370536.468750 Penalty: 2587.105225
	Iteration 27Q: 3 clusters Score -370536.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -370542.750000 Penalty: 2587.105225
	Iteration 28Q: 3 clusters Score -370542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -370549.906250 Penalty: 2587.105225
	Iteration 29Q: 3 clusters Score -370549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -370555.218750 Penalty: 2587.105225
	Iteration 30Q: 3 clusters Score -370555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370557.687500 Penalty: 2587.105225
	Iteration 31Q: 3 clusters Score -370557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370560.656250 Penalty: 2587.105225
	Iteration 32Q: 3 clusters Score -370560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -370562.875000 Penalty: 2587.105225
	Iteration 33Q: 3 clusters Score -370562.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370567.156250 Penalty: 2587.105225
	Iteration 34Q: 3 clusters Score -370567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370569.843750 Penalty: 2587.105225
	Iteration 35Q: 3 clusters Score -370569.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -370572.250000 Penalty: 2587.105225
	Iteration 36Q: 3 clusters Score -370572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370575.406250 Penalty: 2587.105225
	Iteration 37Q: 3 clusters Score -370575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -370578.031250 Penalty: 2587.105225
	Iteration 38Q: 3 clusters Score -370578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -370580.906250 Penalty: 2587.105225
	Iteration 39Q: 3 clusters Score -370580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -370584.718750 Penalty: 2587.105225
	Iteration 40F: 3 clusters Score -370584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370587.468750 Penalty: 2587.105225
	Iteration 41Q: 3 clusters Score -370587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370589.343750 Penalty: 2587.105225
	Iteration 42Q: 3 clusters Score -370589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -370592.062500 Penalty: 2587.105225
	Iteration 43Q: 3 clusters Score -370592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -370595.718750 Penalty: 2587.105225
	Iteration 44Q: 3 clusters Score -370595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -370600.562500 Penalty: 2587.105225
	Iteration 45Q: 3 clusters Score -370600.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370605.625000 Penalty: 2587.105225
	Iteration 46Q: 3 clusters Score -370605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370610.500000 Penalty: 2587.105225
	Iteration 47Q: 3 clusters Score -370610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -370614.437500 Penalty: 2587.105225
	Iteration 48Q: 3 clusters Score -370614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370617.718750 Penalty: 2587.105225
	Iteration 49Q: 3 clusters Score -370617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -370618.906250 Penalty: 2587.105225
	Iteration 50Q: 3 clusters Score -370618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -370622.093750 Penalty: 2587.105225
	Iteration 51Q: 3 clusters Score -370622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -370626.562500 Penalty: 2587.105225
	Iteration 52Q: 3 clusters Score -370626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -370629.593750 Penalty: 2587.105225
	Iteration 53Q: 3 clusters Score -370629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -370631.750000 Penalty: 2587.105225
	Iteration 54Q: 3 clusters Score -370631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -370632.375000 Penalty: 2587.105225
	Iteration 55Q: 3 clusters Score -370632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -370634.031250 Penalty: 2587.105225
	Iteration 56Q: 3 clusters Score -370634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -370634.531250 Penalty: 2587.105225
	Iteration 57Q: 3 clusters Score -370634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -370635.531250 Penalty: 2587.105225
	Iteration 58Q: 3 clusters Score -370635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -370636.343750 Penalty: 2587.105225
	Iteration 59Q: 3 clusters Score -370636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -370636.593750 Penalty: 2587.105225
	Iteration 60F: 3 clusters Score -370636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370636.937500 Penalty: 2587.105225
	Iteration 61Q: 3 clusters Score -370636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -370638.125000 Penalty: 2587.105225
	Iteration 62Q: 3 clusters Score -370638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370638.562500 Penalty: 2587.105225
	Iteration 63Q: 3 clusters Score -370638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370639.125000 Penalty: 2587.105225
	Iteration 64Q: 3 clusters Score -370639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370639.125000 Penalty: 2587.105225
	Iteration 65F: 3 clusters Score -370639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -372991.937500 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -372991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -370365.156250 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -370365.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -370999.968750 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -371000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -371132.312500 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -371132.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -371255.968750 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -371256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -371389.031250 Penalty: 2585.399170
	Iteration 4F: 3 clusters Score -371389 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371523.281250 Penalty: 2585.399170
	Iteration 5F: 3 clusters Score -371523.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -371680.812500 Penalty: 2585.399170
	Iteration 6F: 3 clusters Score -371680.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -371849.125000 Penalty: 2585.399170
	Iteration 7F: 3 clusters Score -371849.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -372006.000000 Penalty: 2585.399170
	Iteration 8F: 3 clusters Score -372006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -372116.250000 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -372116.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -372165.250000 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -372165.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -372203.062500 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -372203.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -372223.250000 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -372223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -372230.656250 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -372230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -372234.718750 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -372234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -372235.343750 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -372235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -372235.687500 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -372235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -372235.375000 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -372235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -372236.843750 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -372236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -372236.843750 Penalty: 2585.399170
	Iteration 19F: 3 clusters Score -372236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -152823.031250 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -152823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151342.718750 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -151342.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151704.406250 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -151704.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151842.625000 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -151842.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -151950.125000 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -151950.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152009.187500 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -152009.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152043.765625 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -152043.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152071.281250 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -152071.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152092.250000 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -152092.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152115.359375 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -152115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152130.921875 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -152130.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152148.687500 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -152148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -152159.531250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -152159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152163.875000 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -152163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152164.984375 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -152165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152165.843750 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -152165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152166.984375 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -152167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152168.328125 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -152168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152168.328125 Penalty: 2294.096436
	Iteration 17F: 3 clusters Score -152168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -661908.937500 Penalty: 1380.428955
	Iteration 0F: 2 clusters Score -661908.9 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 2442 members 
Entering Unmasked Estep 
Score: -657979.875000 Penalty: 2760.857910
	Iteration 0F: 3 clusters Score -657979.9 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -659025.250000 Penalty: 2760.857910
	Iteration 1F: 3 clusters Score -659025.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -659191.500000 Penalty: 2760.857910
	Iteration 2F: 3 clusters Score -659191.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -659294.437500 Penalty: 2760.857910
	Iteration 3Q: 3 clusters Score -659294.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -659368.375000 Penalty: 2760.857910
	Iteration 4Q: 3 clusters Score -659368.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -659417.437500 Penalty: 2760.857910
	Iteration 5Q: 3 clusters Score -659417.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -659458.375000 Penalty: 2760.857910
	Iteration 6Q: 3 clusters Score -659458.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -659488.125000 Penalty: 2760.857910
	Iteration 7Q: 3 clusters Score -659488.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -659509.937500 Penalty: 2760.857910
	Iteration 8Q: 3 clusters Score -659509.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -659528.250000 Penalty: 2760.857910
	Iteration 9Q: 3 clusters Score -659528.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -659538.187500 Penalty: 2760.857910
	Iteration 10Q: 3 clusters Score -659538.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -659547.375000 Penalty: 2760.857910
	Iteration 11Q: 3 clusters Score -659547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -659557.000000 Penalty: 2760.857910
	Iteration 12Q: 3 clusters Score -659557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -659572.437500 Penalty: 2760.857910
	Iteration 13Q: 3 clusters Score -659572.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -659588.500000 Penalty: 2760.857910
	Iteration 14Q: 3 clusters Score -659588.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -659602.000000 Penalty: 2760.857910
	Iteration 15Q: 3 clusters Score -659602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -659612.250000 Penalty: 2760.857910
	Iteration 16Q: 3 clusters Score -659612.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -659620.312500 Penalty: 2760.857910
	Iteration 17Q: 3 clusters Score -659620.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -659624.500000 Penalty: 2760.857910
	Iteration 18Q: 3 clusters Score -659624.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -659633.375000 Penalty: 2760.857910
	Iteration 19Q: 3 clusters Score -659633.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -659637.875000 Penalty: 2760.857910
	Iteration 20F: 3 clusters Score -659637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -659642.250000 Penalty: 2760.857910
	Iteration 21Q: 3 clusters Score -659642.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -659647.437500 Penalty: 2760.857910
	Iteration 22Q: 3 clusters Score -659647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -659651.812500 Penalty: 2760.857910
	Iteration 23Q: 3 clusters Score -659651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -659654.562500 Penalty: 2760.857910
	Iteration 24Q: 3 clusters Score -659654.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -659662.250000 Penalty: 2760.857910
	Iteration 25Q: 3 clusters Score -659662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -659664.625000 Penalty: 2760.857910
	Iteration 26Q: 3 clusters Score -659664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -659669.312500 Penalty: 2760.857910
	Iteration 27Q: 3 clusters Score -659669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -659671.437500 Penalty: 2760.857910
	Iteration 28Q: 3 clusters Score -659671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -659673.000000 Penalty: 2760.857910
	Iteration 29Q: 3 clusters Score -659673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -659672.750000 Penalty: 2760.857910
	Iteration 30Q: 3 clusters Score -659672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -659672.062500 Penalty: 2760.857910
	Iteration 31Q: 3 clusters Score -659672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -659674.812500 Penalty: 2760.857910
	Iteration 32Q: 3 clusters Score -659674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -659674.812500 Penalty: 2760.857910
	Iteration 33Q: 3 clusters Score -659674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -659677.250000 Penalty: 2760.857910
	Iteration 34Q: 3 clusters Score -659677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -659677.562500 Penalty: 2760.857910
	Iteration 35Q: 3 clusters Score -659677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -659680.687500 Penalty: 2760.857910
	Iteration 36Q: 3 clusters Score -659680.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -659682.187500 Penalty: 2760.857910
	Iteration 37Q: 3 clusters Score -659682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -659684.187500 Penalty: 2760.857910
	Iteration 38Q: 3 clusters Score -659684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -659686.375000 Penalty: 2760.857910
	Iteration 39Q: 3 clusters Score -659686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -659689.562500 Penalty: 2760.857910
	Iteration 40F: 3 clusters Score -659689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -659692.312500 Penalty: 2760.857910
	Iteration 41Q: 3 clusters Score -659692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -659693.312500 Penalty: 2760.857910
	Iteration 42Q: 3 clusters Score -659693.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -659696.437500 Penalty: 2760.857910
	Iteration 43Q: 3 clusters Score -659696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -659699.687500 Penalty: 2760.857910
	Iteration 44Q: 3 clusters Score -659699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -659704.500000 Penalty: 2760.857910
	Iteration 45Q: 3 clusters Score -659704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -659705.937500 Penalty: 2760.857910
	Iteration 46Q: 3 clusters Score -659705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -659709.937500 Penalty: 2760.857910
	Iteration 47Q: 3 clusters Score -659709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -659715.500000 Penalty: 2760.857910
	Iteration 48Q: 3 clusters Score -659715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -659718.125000 Penalty: 2760.857910
	Iteration 49Q: 3 clusters Score -659718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -659722.500000 Penalty: 2760.857910
	Iteration 50Q: 3 clusters Score -659722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -659724.187500 Penalty: 2760.857910
	Iteration 51Q: 3 clusters Score -659724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -659728.750000 Penalty: 2760.857910
	Iteration 52Q: 3 clusters Score -659728.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -659733.312500 Penalty: 2760.857910
	Iteration 53Q: 3 clusters Score -659733.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -659739.437500 Penalty: 2760.857910
	Iteration 54Q: 3 clusters Score -659739.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -659747.500000 Penalty: 2760.857910
	Iteration 55Q: 3 clusters Score -659747.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -659756.000000 Penalty: 2760.857910
	Iteration 56Q: 3 clusters Score -659756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -659765.187500 Penalty: 2760.857910
	Iteration 57Q: 3 clusters Score -659765.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -659774.250000 Penalty: 2760.857910
	Iteration 58Q: 3 clusters Score -659774.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -659786.000000 Penalty: 2760.857910
	Iteration 59Q: 3 clusters Score -659786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -659800.500000 Penalty: 2760.857910
	Iteration 60F: 3 clusters Score -659800.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -659828.187500 Penalty: 2760.857910
	Iteration 61Q: 3 clusters Score -659828.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -659867.937500 Penalty: 2760.857910
	Iteration 62Q: 3 clusters Score -659867.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -659908.687500 Penalty: 2760.857910
	Iteration 63Q: 3 clusters Score -659908.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -659962.250000 Penalty: 2760.857910
	Iteration 64Q: 3 clusters Score -659962.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -660030.125000 Penalty: 2760.857910
	Iteration 65Q: 3 clusters Score -660030.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -660131.562500 Penalty: 2760.857910
	Iteration 66Q: 3 clusters Score -660131.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -660239.937500 Penalty: 2760.857910
	Iteration 67Q: 3 clusters Score -660239.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -660320.250000 Penalty: 2760.857910
	Iteration 68Q: 3 clusters Score -660320.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -660375.250000 Penalty: 2760.857910
	Iteration 69Q: 3 clusters Score -660375.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -660421.187500 Penalty: 2760.857910
	Iteration 70Q: 3 clusters Score -660421.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -660454.937500 Penalty: 2760.857910
	Iteration 71Q: 3 clusters Score -660454.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -660485.937500 Penalty: 2760.857910
	Iteration 72Q: 3 clusters Score -660485.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -660512.687500 Penalty: 2760.857910
	Iteration 73Q: 3 clusters Score -660512.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -660532.000000 Penalty: 2760.857910
	Iteration 74Q: 3 clusters Score -660532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -660546.750000 Penalty: 2760.857910
	Iteration 75Q: 3 clusters Score -660546.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -660558.687500 Penalty: 2760.857910
	Iteration 76Q: 3 clusters Score -660558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -660566.875000 Penalty: 2760.857910
	Iteration 77Q: 3 clusters Score -660566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -660568.250000 Penalty: 2760.857910
	Iteration 78Q: 3 clusters Score -660568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -660571.562500 Penalty: 2760.857910
	Iteration 79Q: 3 clusters Score -660571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -660575.375000 Penalty: 2760.857910
	Iteration 80F: 3 clusters Score -660575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -660578.625000 Penalty: 2760.857910
	Iteration 81Q: 3 clusters Score -660578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -660579.937500 Penalty: 2760.857910
	Iteration 82Q: 3 clusters Score -660579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -660584.062500 Penalty: 2760.857910
	Iteration 83Q: 3 clusters Score -660584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -660587.812500 Penalty: 2760.857910
	Iteration 84Q: 3 clusters Score -660587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -660588.437500 Penalty: 2760.857910
	Iteration 85Q: 3 clusters Score -660588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -660590.812500 Penalty: 2760.857910
	Iteration 86Q: 3 clusters Score -660590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -660590.875000 Penalty: 2760.857910
	Iteration 87Q: 3 clusters Score -660590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -660590.812500 Penalty: 2760.857910
	Iteration 88Q: 3 clusters Score -660590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -660591.125000 Penalty: 2760.857910
	Iteration 89Q: 3 clusters Score -660591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -660591.875000 Penalty: 2760.857910
	Iteration 90Q: 3 clusters Score -660591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -660591.875000 Penalty: 2760.857910
	Iteration 91F: 3 clusters Score -660591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -188504.656250 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -188504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -186781.203125 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -186781.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187090.812500 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -187090.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187180.812500 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -187180.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187273.609375 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -187273.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187351.968750 Penalty: 2367.789795
	Iteration 4F: 3 clusters Score -187352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -187424.375000 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -187424.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187522.296875 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -187522.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -187589.062500 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -187589.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -187640.531250 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -187640.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -187682.453125 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -187682.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -187705.375000 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -187705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -187724.765625 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -187724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -187740.453125 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -187740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -187753.671875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -187753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -187760.593750 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -187760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -187767.453125 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -187767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -187769.625000 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -187769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -187771.000000 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -187771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -187771.531250 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -187771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -187771.531250 Penalty: 2367.789795
	Iteration 19F: 3 clusters Score -187771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -195251.140625 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -195251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193528.500000 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -193528.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -193834.546875 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -193834.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -193931.437500 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -193931.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -193972.906250 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -193972.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194015.390625 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -194015.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -194049.000000 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -194049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194067.218750 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -194067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194082.453125 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -194082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194092.406250 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -194092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194099.218750 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -194099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194102.671875 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -194102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -194107.890625 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -194107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -194111.828125 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -194111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194113.859375 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -194113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -194114.984375 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -194115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -194116.718750 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -194116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194117.062500 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -194117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194117.062500 Penalty: 2371.334473
	Iteration 17F: 3 clusters Score -194117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -32209.363281 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -32209.36 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 158 members 
Entering Unmasked Estep 
Score: -31382.414062 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -31382.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31597.820312 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -31597.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31725.208984 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -31725.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31819.816406 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -31819.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31870.863281 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -31870.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31899.314453 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -31899.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31901.535156 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -31901.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31907.265625 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -31907.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31909.746094 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -31909.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31909.746094 Penalty: 1870.616211
	Iteration 9F: 3 clusters Score -31909.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1483085.250000 Penalty: 1523.507568
	Iteration 0F: 2 clusters Score -1483085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1474892.625000 Penalty: 3047.015137
	Iteration 0F: 3 clusters Score -1474893 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1477725.750000 Penalty: 3047.015137
	Iteration 1F: 3 clusters Score -1477726 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1478049.750000 Penalty: 3047.015137
	Iteration 2F: 3 clusters Score -1478050 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1478346.250000 Penalty: 3047.015137
	Iteration 3F: 3 clusters Score -1478346 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1478658.750000 Penalty: 3047.015137
	Iteration 4Q: 3 clusters Score -1478659 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1478977.875000 Penalty: 3047.015137
	Iteration 5Q: 3 clusters Score -1478978 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1479267.750000 Penalty: 3047.015137
	Iteration 6Q: 3 clusters Score -1479268 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1479494.250000 Penalty: 3047.015137
	Iteration 7Q: 3 clusters Score -1479494 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1479759.125000 Penalty: 3047.015137
	Iteration 8Q: 3 clusters Score -1479759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1480065.625000 Penalty: 3047.015137
	Iteration 9Q: 3 clusters Score -1480066 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1480380.625000 Penalty: 3047.015137
	Iteration 10Q: 3 clusters Score -1480381 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1480711.000000 Penalty: 3047.015137
	Iteration 11Q: 3 clusters Score -1480711 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1481076.250000 Penalty: 3047.015137
	Iteration 12Q: 3 clusters Score -1481076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1481418.375000 Penalty: 3047.015137
	Iteration 13Q: 3 clusters Score -1481418 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1481637.375000 Penalty: 3047.015137
	Iteration 14Q: 3 clusters Score -1481637 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1481738.000000 Penalty: 3047.015137
	Iteration 15Q: 3 clusters Score -1481738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1481825.000000 Penalty: 3047.015137
	Iteration 16Q: 3 clusters Score -1481825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1481892.125000 Penalty: 3047.015137
	Iteration 17Q: 3 clusters Score -1481892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1481926.000000 Penalty: 3047.015137
	Iteration 18Q: 3 clusters Score -1481926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1481950.125000 Penalty: 3047.015137
	Iteration 19Q: 3 clusters Score -1481950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1481966.375000 Penalty: 3047.015137
	Iteration 20F: 3 clusters Score -1481966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1481973.250000 Penalty: 3047.015137
	Iteration 21Q: 3 clusters Score -1481973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1481985.000000 Penalty: 3047.015137
	Iteration 22Q: 3 clusters Score -1481985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1481992.000000 Penalty: 3047.015137
	Iteration 23Q: 3 clusters Score -1481992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1481996.625000 Penalty: 3047.015137
	Iteration 24Q: 3 clusters Score -1481997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1481994.750000 Penalty: 3047.015137
	Iteration 25Q: 3 clusters Score -1481995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1481997.000000 Penalty: 3047.015137
	Iteration 26Q: 3 clusters Score -1481997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1481996.875000 Penalty: 3047.015137
	Iteration 27Q: 3 clusters Score -1481997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1481997.750000 Penalty: 3047.015137
	Iteration 28Q: 3 clusters Score -1481998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1482003.875000 Penalty: 3047.015137
	Iteration 29Q: 3 clusters Score -1482004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1482006.750000 Penalty: 3047.015137
	Iteration 30Q: 3 clusters Score -1482007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1482012.500000 Penalty: 3047.015137
	Iteration 31Q: 3 clusters Score -1482012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1482014.500000 Penalty: 3047.015137
	Iteration 32Q: 3 clusters Score -1482014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1482015.000000 Penalty: 3047.015137
	Iteration 33Q: 3 clusters Score -1482015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1482018.750000 Penalty: 3047.015137
	Iteration 34Q: 3 clusters Score -1482019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1482022.625000 Penalty: 3047.015137
	Iteration 35Q: 3 clusters Score -1482023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1482024.250000 Penalty: 3047.015137
	Iteration 36Q: 3 clusters Score -1482024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1482026.500000 Penalty: 3047.015137
	Iteration 37Q: 3 clusters Score -1482026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1482024.875000 Penalty: 3047.015137
	Iteration 38Q: 3 clusters Score -1482025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1482025.625000 Penalty: 3047.015137
	Iteration 39Q: 3 clusters Score -1482026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1482026.250000 Penalty: 3047.015137
	Iteration 40F: 3 clusters Score -1482026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1482032.000000 Penalty: 3047.015137
	Iteration 41Q: 3 clusters Score -1482032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1482035.625000 Penalty: 3047.015137
	Iteration 42Q: 3 clusters Score -1482036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1482038.750000 Penalty: 3047.015137
	Iteration 43Q: 3 clusters Score -1482039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1482040.625000 Penalty: 3047.015137
	Iteration 44Q: 3 clusters Score -1482041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1482042.125000 Penalty: 3047.015137
	Iteration 45Q: 3 clusters Score -1482042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1482043.500000 Penalty: 3047.015137
	Iteration 46Q: 3 clusters Score -1482044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1482045.125000 Penalty: 3047.015137
	Iteration 47Q: 3 clusters Score -1482045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1482045.125000 Penalty: 3047.015137
	Iteration 48Q: 3 clusters Score -1482045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1482043.125000 Penalty: 3047.015137
	Iteration 49Q: 3 clusters Score -1482043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1482043.750000 Penalty: 3047.015137
	Iteration 50Q: 3 clusters Score -1482044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1482044.250000 Penalty: 3047.015137
	Iteration 51Q: 3 clusters Score -1482044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1482046.875000 Penalty: 3047.015137
	Iteration 52Q: 3 clusters Score -1482047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1482046.750000 Penalty: 3047.015137
	Iteration 53Q: 3 clusters Score -1482047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1482047.125000 Penalty: 3047.015137
	Iteration 54Q: 3 clusters Score -1482047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1482047.875000 Penalty: 3047.015137
	Iteration 55Q: 3 clusters Score -1482048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1482048.250000 Penalty: 3047.015137
	Iteration 56Q: 3 clusters Score -1482048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1482046.625000 Penalty: 3047.015137
	Iteration 57Q: 3 clusters Score -1482047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1482046.250000 Penalty: 3047.015137
	Iteration 58Q: 3 clusters Score -1482046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1482048.625000 Penalty: 3047.015137
	Iteration 59Q: 3 clusters Score -1482049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1482050.250000 Penalty: 3047.015137
	Iteration 60F: 3 clusters Score -1482050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1482052.500000 Penalty: 3047.015137
	Iteration 61Q: 3 clusters Score -1482052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1482057.625000 Penalty: 3047.015137
	Iteration 62Q: 3 clusters Score -1482058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1482063.625000 Penalty: 3047.015137
	Iteration 63Q: 3 clusters Score -1482064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1482068.875000 Penalty: 3047.015137
	Iteration 64Q: 3 clusters Score -1482069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1482074.375000 Penalty: 3047.015137
	Iteration 65Q: 3 clusters Score -1482074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1482076.250000 Penalty: 3047.015137
	Iteration 66Q: 3 clusters Score -1482076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1482085.125000 Penalty: 3047.015137
	Iteration 67Q: 3 clusters Score -1482085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1482087.000000 Penalty: 3047.015137
	Iteration 68Q: 3 clusters Score -1482087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1482091.125000 Penalty: 3047.015137
	Iteration 69Q: 3 clusters Score -1482091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1482096.750000 Penalty: 3047.015137
	Iteration 70Q: 3 clusters Score -1482097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1482099.375000 Penalty: 3047.015137
	Iteration 71Q: 3 clusters Score -1482099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1482104.000000 Penalty: 3047.015137
	Iteration 72Q: 3 clusters Score -1482104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1482108.875000 Penalty: 3047.015137
	Iteration 73Q: 3 clusters Score -1482109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1482110.375000 Penalty: 3047.015137
	Iteration 74Q: 3 clusters Score -1482110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1482111.875000 Penalty: 3047.015137
	Iteration 75Q: 3 clusters Score -1482112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1482111.625000 Penalty: 3047.015137
	Iteration 76Q: 3 clusters Score -1482112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1482116.250000 Penalty: 3047.015137
	Iteration 77Q: 3 clusters Score -1482116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1482115.750000 Penalty: 3047.015137
	Iteration 78Q: 3 clusters Score -1482116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1482115.750000 Penalty: 3047.015137
	Iteration 79F: 3 clusters Score -1482116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -52124.007812 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -52124.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51298.843750 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -51298.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51390.421875 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -51390.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51416.902344 Penalty: 1838.197388
	Iteration 2Q: 3 clusters Score -51416.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51430.644531 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -51430.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51434.316406 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -51434.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51434.921875 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -51434.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51434.921875 Penalty: 1838.197388
	Iteration 6F: 3 clusters Score -51434.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -611096.187500 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -611096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -607419.375000 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -607419.4 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -608468.625000 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -608468.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -608644.937500 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -608644.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -608769.562500 Penalty: 2735.071289
	Iteration 3F: 3 clusters Score -608769.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -608869.812500 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -608869.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -608976.000000 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -608976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -609080.562500 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -609080.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -609171.937500 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -609171.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -609258.500000 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -609258.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -609352.875000 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -609352.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -609445.937500 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -609445.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -609524.375000 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -609524.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -609602.750000 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -609602.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -609685.812500 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -609685.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -609761.875000 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -609761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -609828.875000 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -609828.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -609856.125000 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -609856.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -609880.625000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -609880.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -609891.500000 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -609891.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -609906.062500 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -609906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -609922.062500 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -609922.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -609944.312500 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -609944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -609952.250000 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -609952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -609958.187500 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -609958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -609963.812500 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -609963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -609970.125000 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -609970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -609977.062500 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -609977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -609987.437500 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -609987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -609993.312500 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -609993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -609996.750000 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -609996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -609996.812500 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -609996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -609996.812500 Penalty: 2735.071289
	Iteration 31F: 3 clusters Score -609996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -383998.875000 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -383998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381205.750000 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -381205.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382021.437500 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -382021.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382210.687500 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -382210.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -382323.656250 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -382323.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -382406.781250 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -382406.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -382469.593750 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -382469.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -382529.000000 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -382529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -382570.656250 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -382570.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382611.062500 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -382611.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -382661.468750 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -382661.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -382709.750000 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -382709.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -382753.625000 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -382753.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -382801.562500 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -382801.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -382838.875000 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -382838.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -382866.906250 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -382866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -382881.250000 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -382881.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -382892.187500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -382892.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -382903.437500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -382903.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -382912.250000 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -382912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -382916.500000 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -382916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -382920.312500 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -382920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -382925.281250 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -382925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -382928.718750 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -382928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -382930.718750 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -382930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -382932.593750 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -382932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -382933.437500 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -382933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -382934.500000 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -382934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -382934.593750 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -382934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382935.500000 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -382935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -382936.031250 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -382936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -382936.000000 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -382936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -382937.000000 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -382937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -382937.781250 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -382937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382938.000000 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -382938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382938.000000 Penalty: 2615.024658
	Iteration 34F: 3 clusters Score -382938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -9027.887695 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -9027.888 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 146 members 
Entering Unmasked Estep 
Score: -8190.532715 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -8190.533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8343.140625 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -8343.141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8416.258789 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -8416.259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8456.028320 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -8456.028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8505.652344 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -8505.652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8538.151367 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -8538.151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8570.046875 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -8570.047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8604.346680 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -8604.347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8623.340820 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -8623.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8636.114258 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -8636.114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8636.413086 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -8636.413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8636.413086 Penalty: 1858.033936
	Iteration 11F: 3 clusters Score -8636.413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (83604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Entering Unmasked Estep 
Score: -11338633.000000 Penalty: 1841.750122
	Iteration 0F: 2 clusters Score -1.133863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -11287409.000000 Penalty: 3683.500244
	Iteration 0F: 3 clusters Score -1.128741e+07 nChanged 39704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -11310812.000000 Penalty: 3683.500244
	Iteration 1F: 3 clusters Score -1.131081e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -11311992.000000 Penalty: 3683.500244
	Iteration 2Q: 3 clusters Score -1.131199e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -11313980.000000 Penalty: 3683.500244
	Iteration 3F: 3 clusters Score -1.131398e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -11317127.000000 Penalty: 3683.500244
	Iteration 4F: 3 clusters Score -1.131713e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -11321249.000000 Penalty: 3683.500244
	Iteration 5F: 3 clusters Score -1.132125e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -11325769.000000 Penalty: 3683.500244
	Iteration 6F: 3 clusters Score -1.132577e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -11329148.000000 Penalty: 3683.500244
	Iteration 7F: 3 clusters Score -1.132915e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -11331893.000000 Penalty: 3683.500244
	Iteration 8F: 3 clusters Score -1.133189e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -11333879.000000 Penalty: 3683.500244
	Iteration 9Q: 3 clusters Score -1.133388e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -11335149.000000 Penalty: 3683.500244
	Iteration 10Q: 3 clusters Score -1.133515e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -11335975.000000 Penalty: 3683.500244
	Iteration 11Q: 3 clusters Score -1.133598e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11336525.000000 Penalty: 3683.500244
	Iteration 12Q: 3 clusters Score -1.133652e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11336907.000000 Penalty: 3683.500244
	Iteration 13Q: 3 clusters Score -1.133691e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11337093.000000 Penalty: 3683.500244
	Iteration 14Q: 3 clusters Score -1.133709e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11337222.000000 Penalty: 3683.500244
	Iteration 15Q: 3 clusters Score -1.133722e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11337317.000000 Penalty: 3683.500244
	Iteration 16Q: 3 clusters Score -1.133732e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11337371.000000 Penalty: 3683.500244
	Iteration 17Q: 3 clusters Score -1.133737e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11337443.000000 Penalty: 3683.500244
	Iteration 18Q: 3 clusters Score -1.133744e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11337454.000000 Penalty: 3683.500244
	Iteration 19Q: 3 clusters Score -1.133745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11337490.000000 Penalty: 3683.500244
	Iteration 20F: 3 clusters Score -1.133749e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11337505.000000 Penalty: 3683.500244
	Iteration 21Q: 3 clusters Score -1.13375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11337534.000000 Penalty: 3683.500244
	Iteration 22Q: 3 clusters Score -1.133753e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11337556.000000 Penalty: 3683.500244
	Iteration 23Q: 3 clusters Score -1.133756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11337574.000000 Penalty: 3683.500244
	Iteration 24Q: 3 clusters Score -1.133757e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11337616.000000 Penalty: 3683.500244
	Iteration 25Q: 3 clusters Score -1.133762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11337630.000000 Penalty: 3683.500244
	Iteration 26Q: 3 clusters Score -1.133763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11337634.000000 Penalty: 3683.500244
	Iteration 27Q: 3 clusters Score -1.133763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11337628.000000 Penalty: 3683.500244
	Iteration 28Q: 3 clusters Score -1.133763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11337630.000000 Penalty: 3683.500244
	Iteration 29Q: 3 clusters Score -1.133763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11337653.000000 Penalty: 3683.500244
	Iteration 30Q: 3 clusters Score -1.133765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11337673.000000 Penalty: 3683.500244
	Iteration 31Q: 3 clusters Score -1.133767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11337685.000000 Penalty: 3683.500244
	Iteration 32Q: 3 clusters Score -1.133768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11337685.000000 Penalty: 3683.500244
	Iteration 33Q: 3 clusters Score -1.133768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11337698.000000 Penalty: 3683.500244
	Iteration 34Q: 3 clusters Score -1.13377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11337739.000000 Penalty: 3683.500244
	Iteration 35Q: 3 clusters Score -1.133774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11337755.000000 Penalty: 3683.500244
	Iteration 36Q: 3 clusters Score -1.133776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11337781.000000 Penalty: 3683.500244
	Iteration 37Q: 3 clusters Score -1.133778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11337809.000000 Penalty: 3683.500244
	Iteration 38Q: 3 clusters Score -1.133781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11337823.000000 Penalty: 3683.500244
	Iteration 39Q: 3 clusters Score -1.133782e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11337848.000000 Penalty: 3683.500244
	Iteration 40F: 3 clusters Score -1.133785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11337842.000000 Penalty: 3683.500244
	Iteration 41Q: 3 clusters Score -1.133784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11337867.000000 Penalty: 3683.500244
	Iteration 42Q: 3 clusters Score -1.133787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11337885.000000 Penalty: 3683.500244
	Iteration 43Q: 3 clusters Score -1.133788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11337897.000000 Penalty: 3683.500244
	Iteration 44Q: 3 clusters Score -1.13379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11337908.000000 Penalty: 3683.500244
	Iteration 45Q: 3 clusters Score -1.133791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11337926.000000 Penalty: 3683.500244
	Iteration 46Q: 3 clusters Score -1.133793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11337939.000000 Penalty: 3683.500244
	Iteration 47Q: 3 clusters Score -1.133794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11337947.000000 Penalty: 3683.500244
	Iteration 48Q: 3 clusters Score -1.133795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11337952.000000 Penalty: 3683.500244
	Iteration 49Q: 3 clusters Score -1.133795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11337948.000000 Penalty: 3683.500244
	Iteration 50Q: 3 clusters Score -1.133795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11337955.000000 Penalty: 3683.500244
	Iteration 51Q: 3 clusters Score -1.133796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11337961.000000 Penalty: 3683.500244
	Iteration 52Q: 3 clusters Score -1.133796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11337974.000000 Penalty: 3683.500244
	Iteration 53Q: 3 clusters Score -1.133797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11337989.000000 Penalty: 3683.500244
	Iteration 54Q: 3 clusters Score -1.133799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11337986.000000 Penalty: 3683.500244
	Iteration 55Q: 3 clusters Score -1.133799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11337990.000000 Penalty: 3683.500244
	Iteration 56Q: 3 clusters Score -1.133799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11337997.000000 Penalty: 3683.500244
	Iteration 57Q: 3 clusters Score -1.1338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11337999.000000 Penalty: 3683.500244
	Iteration 58Q: 3 clusters Score -1.1338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11338005.000000 Penalty: 3683.500244
	Iteration 59Q: 3 clusters Score -1.1338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11338015.000000 Penalty: 3683.500244
	Iteration 60F: 3 clusters Score -1.133802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11338017.000000 Penalty: 3683.500244
	Iteration 61Q: 3 clusters Score -1.133802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11338023.000000 Penalty: 3683.500244
	Iteration 62Q: 3 clusters Score -1.133802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11338028.000000 Penalty: 3683.500244
	Iteration 63Q: 3 clusters Score -1.133803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11338035.000000 Penalty: 3683.500244
	Iteration 64Q: 3 clusters Score -1.133804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11338044.000000 Penalty: 3683.500244
	Iteration 65Q: 3 clusters Score -1.133804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11338044.000000 Penalty: 3683.500244
	Iteration 66Q: 3 clusters Score -1.133804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11338045.000000 Penalty: 3683.500244
	Iteration 67Q: 3 clusters Score -1.133804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11338044.000000 Penalty: 3683.500244
	Iteration 68Q: 3 clusters Score -1.133804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11338039.000000 Penalty: 3683.500244
	Iteration 69Q: 3 clusters Score -1.133804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11338044.000000 Penalty: 3683.500244
	Iteration 70Q: 3 clusters Score -1.133804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11338049.000000 Penalty: 3683.500244
	Iteration 71Q: 3 clusters Score -1.133805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11338049.000000 Penalty: 3683.500244
	Iteration 72Q: 3 clusters Score -1.133805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11338052.000000 Penalty: 3683.500244
	Iteration 73Q: 3 clusters Score -1.133805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11338048.000000 Penalty: 3683.500244
	Iteration 74Q: 3 clusters Score -1.133805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11338040.000000 Penalty: 3683.500244
	Iteration 75Q: 3 clusters Score -1.133804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11338044.000000 Penalty: 3683.500244
	Iteration 76Q: 3 clusters Score -1.133804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11338045.000000 Penalty: 3683.500244
	Iteration 77Q: 3 clusters Score -1.133804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11338045.000000 Penalty: 3683.500244
	Iteration 78F: 3 clusters Score -1.133804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -274237.281250 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -274237.3 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 1044 members 
Entering Unmasked Estep 
Score: -272095.937500 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -272095.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -272552.843750 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -272552.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -272736.750000 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -272736.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -272937.843750 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -272937.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -273183.500000 Penalty: 2485.530518
	Iteration 4F: 3 clusters Score -273183.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -273401.062500 Penalty: 2485.530518
	Iteration 5F: 3 clusters Score -273401.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -273542.406250 Penalty: 2485.530518
	Iteration 6F: 3 clusters Score -273542.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -273617.937500 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -273617.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -273653.468750 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -273653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -273671.593750 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -273671.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -273678.656250 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -273678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -273681.875000 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -273681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -273684.937500 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -273684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -273686.968750 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -273687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -273689.562500 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -273689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -273691.562500 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -273691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -273693.250000 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -273693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -273696.093750 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -273696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -273697.531250 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -273697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -273698.375000 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -273698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -273699.718750 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -273699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -273700.500000 Penalty: 2485.530518
	Iteration 21Q: 3 clusters Score -273700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -273701.156250 Penalty: 2485.530518
	Iteration 22Q: 3 clusters Score -273701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -273701.750000 Penalty: 2485.530518
	Iteration 23Q: 3 clusters Score -273701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -273701.750000 Penalty: 2485.530518
	Iteration 24F: 3 clusters Score -273701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -143362.093750 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -143362.1 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 630 members 
Entering Unmasked Estep 
Score: -141769.703125 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -141769.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142261.593750 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -142261.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142481.421875 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -142481.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142584.046875 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -142584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142650.984375 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -142651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -142715.718750 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -142715.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142752.203125 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -142752.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142774.203125 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -142774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142808.265625 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -142808.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142846.187500 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -142846.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142868.484375 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -142868.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142887.515625 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -142887.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142894.375000 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -142894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142896.828125 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -142896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142897.578125 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -142897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142900.515625 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -142900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142901.781250 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -142901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142901.781250 Penalty: 2326.010742
	Iteration 17F: 3 clusters Score -142901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -29772.974609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -29772.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29097.962891 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -29097.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29304.478516 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -29304.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29436.923828 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -29436.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29460.185547 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -29460.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29474.447266 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -29474.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29487.576172 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -29487.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29507.955078 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -29507.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29520.462891 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -29520.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -29532.044922 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -29532.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29535.322266 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -29535.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29535.324219 Penalty: 1824.266602
	Iteration 10F: 3 clusters Score -29535.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -29566.513672 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -29566.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -29566.513672 Penalty: 1824.266602
	Iteration 12F: 3 clusters Score -29566.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (73158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Entering Unmasked Estep 
Score: -9991465.000000 Penalty: 1820.061157
	Iteration 0F: 2 clusters Score -9991465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -9946112.000000 Penalty: 3640.122314
	Iteration 0F: 3 clusters Score -9946112 nChanged 34739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -9965972.000000 Penalty: 3640.122314
	Iteration 1F: 3 clusters Score -9965972 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -9966540.000000 Penalty: 3640.122314
	Iteration 2Q: 3 clusters Score -9966540 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -9967178.000000 Penalty: 3640.122314
	Iteration 3Q: 3 clusters Score -9967178 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -9968074.000000 Penalty: 3640.122314
	Iteration 4Q: 3 clusters Score -9968074 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -9969211.000000 Penalty: 3640.122314
	Iteration 5Q: 3 clusters Score -9969211 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9970785.000000 Penalty: 3640.122314
	Iteration 6Q: 3 clusters Score -9970785 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -9973102.000000 Penalty: 3640.122314
	Iteration 7F: 3 clusters Score -9973102 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -9976328.000000 Penalty: 3640.122314
	Iteration 8F: 3 clusters Score -9976328 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -9980153.000000 Penalty: 3640.122314
	Iteration 9F: 3 clusters Score -9980153 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9983204.000000 Penalty: 3640.122314
	Iteration 10F: 3 clusters Score -9983204 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -9985095.000000 Penalty: 3640.122314
	Iteration 11Q: 3 clusters Score -9985095 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9986269.000000 Penalty: 3640.122314
	Iteration 12Q: 3 clusters Score -9986269 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -9987339.000000 Penalty: 3640.122314
	Iteration 13Q: 3 clusters Score -9987339 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -9988254.000000 Penalty: 3640.122314
	Iteration 14Q: 3 clusters Score -9988254 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -9989033.000000 Penalty: 3640.122314
	Iteration 15Q: 3 clusters Score -9989033 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -9989734.000000 Penalty: 3640.122314
	Iteration 16Q: 3 clusters Score -9989734 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -9990134.000000 Penalty: 3640.122314
	Iteration 17Q: 3 clusters Score -9990134 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -9990404.000000 Penalty: 3640.122314
	Iteration 18Q: 3 clusters Score -9990404 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -9990585.000000 Penalty: 3640.122314
	Iteration 19Q: 3 clusters Score -9990585 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -9990740.000000 Penalty: 3640.122314
	Iteration 20F: 3 clusters Score -9990740 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -9990832.000000 Penalty: 3640.122314
	Iteration 21Q: 3 clusters Score -9990832 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -9990932.000000 Penalty: 3640.122314
	Iteration 22Q: 3 clusters Score -9990932 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -9990980.000000 Penalty: 3640.122314
	Iteration 23Q: 3 clusters Score -9990980 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -9991012.000000 Penalty: 3640.122314
	Iteration 24Q: 3 clusters Score -9991012 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -9991070.000000 Penalty: 3640.122314
	Iteration 25Q: 3 clusters Score -9991070 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -9991113.000000 Penalty: 3640.122314
	Iteration 26Q: 3 clusters Score -9991113 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -9991120.000000 Penalty: 3640.122314
	Iteration 27Q: 3 clusters Score -9991120 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -9991123.000000 Penalty: 3640.122314
	Iteration 28Q: 3 clusters Score -9991123 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -9991134.000000 Penalty: 3640.122314
	Iteration 29Q: 3 clusters Score -9991134 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -9991143.000000 Penalty: 3640.122314
	Iteration 30Q: 3 clusters Score -9991143 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -9991135.000000 Penalty: 3640.122314
	Iteration 31Q: 3 clusters Score -9991135 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -9991114.000000 Penalty: 3640.122314
	Iteration 32Q: 3 clusters Score -9991114 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -9991104.000000 Penalty: 3640.122314
	Iteration 33Q: 3 clusters Score -9991104 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -9991098.000000 Penalty: 3640.122314
	Iteration 34Q: 3 clusters Score -9991098 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -9991122.000000 Penalty: 3640.122314
	Iteration 35Q: 3 clusters Score -9991122 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -9991122.000000 Penalty: 3640.122314
	Iteration 36Q: 3 clusters Score -9991122 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -9991113.000000 Penalty: 3640.122314
	Iteration 37Q: 3 clusters Score -9991113 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -9991087.000000 Penalty: 3640.122314
	Iteration 38Q: 3 clusters Score -9991087 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -9991008.000000 Penalty: 3640.122314
	Iteration 39Q: 3 clusters Score -9991008 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -9991016.000000 Penalty: 3640.122314
	Iteration 40F: 3 clusters Score -9991016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -9991076.000000 Penalty: 3640.122314
	Iteration 41Q: 3 clusters Score -9991076 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -9991078.000000 Penalty: 3640.122314
	Iteration 42Q: 3 clusters Score -9991078 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -9991168.000000 Penalty: 3640.122314
	Iteration 43Q: 3 clusters Score -9991168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -9991245.000000 Penalty: 3640.122314
	Iteration 44Q: 3 clusters Score -9991245 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -9991263.000000 Penalty: 3640.122314
	Iteration 45Q: 3 clusters Score -9991263 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -9991299.000000 Penalty: 3640.122314
	Iteration 46Q: 3 clusters Score -9991299 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -9991302.000000 Penalty: 3640.122314
	Iteration 47Q: 3 clusters Score -9991302 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -9991271.000000 Penalty: 3640.122314
	Iteration 48Q: 3 clusters Score -9991271 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -9991239.000000 Penalty: 3640.122314
	Iteration 49Q: 3 clusters Score -9991239 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -9991248.000000 Penalty: 3640.122314
	Iteration 50Q: 3 clusters Score -9991248 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -9991207.000000 Penalty: 3640.122314
	Iteration 51Q: 3 clusters Score -9991207 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -9991166.000000 Penalty: 3640.122314
	Iteration 52Q: 3 clusters Score -9991166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -9991151.000000 Penalty: 3640.122314
	Iteration 53Q: 3 clusters Score -9991151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -9991130.000000 Penalty: 3640.122314
	Iteration 54Q: 3 clusters Score -9991130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -9991108.000000 Penalty: 3640.122314
	Iteration 55Q: 3 clusters Score -9991108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -9991128.000000 Penalty: 3640.122314
	Iteration 56Q: 3 clusters Score -9991128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -9991082.000000 Penalty: 3640.122314
	Iteration 57Q: 3 clusters Score -9991082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -9991060.000000 Penalty: 3640.122314
	Iteration 58Q: 3 clusters Score -9991060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -9991048.000000 Penalty: 3640.122314
	Iteration 59Q: 3 clusters Score -9991048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -9991022.000000 Penalty: 3640.122314
	Iteration 60F: 3 clusters Score -9991022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -9991028.000000 Penalty: 3640.122314
	Iteration 61Q: 3 clusters Score -9991028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -9991027.000000 Penalty: 3640.122314
	Iteration 62Q: 3 clusters Score -9991027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -9991016.000000 Penalty: 3640.122314
	Iteration 63Q: 3 clusters Score -9991016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -9991010.000000 Penalty: 3640.122314
	Iteration 64Q: 3 clusters Score -9991010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -9990986.000000 Penalty: 3640.122314
	Iteration 65Q: 3 clusters Score -9990986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -9990997.000000 Penalty: 3640.122314
	Iteration 66Q: 3 clusters Score -9990997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -9990994.000000 Penalty: 3640.122314
	Iteration 67Q: 3 clusters Score -9990994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -9990989.000000 Penalty: 3640.122314
	Iteration 68Q: 3 clusters Score -9990989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -9990978.000000 Penalty: 3640.122314
	Iteration 69Q: 3 clusters Score -9990978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -9990947.000000 Penalty: 3640.122314
	Iteration 70Q: 3 clusters Score -9990947 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -9990927.000000 Penalty: 3640.122314
	Iteration 71Q: 3 clusters Score -9990927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -9990918.000000 Penalty: 3640.122314
	Iteration 72Q: 3 clusters Score -9990918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -9990920.000000 Penalty: 3640.122314
	Iteration 73Q: 3 clusters Score -9990920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -9990897.000000 Penalty: 3640.122314
	Iteration 74Q: 3 clusters Score -9990897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -9990900.000000 Penalty: 3640.122314
	Iteration 75Q: 3 clusters Score -9990900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -9990899.000000 Penalty: 3640.122314
	Iteration 76Q: 3 clusters Score -9990899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -9990899.000000 Penalty: 3640.122314
	Iteration 77Q: 3 clusters Score -9990899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -9990895.000000 Penalty: 3640.122314
	Iteration 78Q: 3 clusters Score -9990895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -9990900.000000 Penalty: 3640.122314
	Iteration 79Q: 3 clusters Score -9990900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -9990891.000000 Penalty: 3640.122314
	Iteration 80F: 3 clusters Score -9990891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -9990899.000000 Penalty: 3640.122314
	Iteration 81Q: 3 clusters Score -9990899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -9990898.000000 Penalty: 3640.122314
	Iteration 82Q: 3 clusters Score -9990898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -9990870.000000 Penalty: 3640.122314
	Iteration 83Q: 3 clusters Score -9990870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -9990871.000000 Penalty: 3640.122314
	Iteration 84Q: 3 clusters Score -9990871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -9990868.000000 Penalty: 3640.122314
	Iteration 85Q: 3 clusters Score -9990868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -9990850.000000 Penalty: 3640.122314
	Iteration 86Q: 3 clusters Score -9990850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -9990855.000000 Penalty: 3640.122314
	Iteration 87Q: 3 clusters Score -9990855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9990839.000000 Penalty: 3640.122314
	Iteration 88Q: 3 clusters Score -9990839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -9990841.000000 Penalty: 3640.122314
	Iteration 89Q: 3 clusters Score -9990841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -9990844.000000 Penalty: 3640.122314
	Iteration 90Q: 3 clusters Score -9990844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -9990837.000000 Penalty: 3640.122314
	Iteration 91Q: 3 clusters Score -9990837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -9990838.000000 Penalty: 3640.122314
	Iteration 92Q: 3 clusters Score -9990838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9990831.000000 Penalty: 3640.122314
	Iteration 93Q: 3 clusters Score -9990831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -9990838.000000 Penalty: 3640.122314
	Iteration 94Q: 3 clusters Score -9990838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -9990829.000000 Penalty: 3640.122314
	Iteration 95Q: 3 clusters Score -9990829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -9990832.000000 Penalty: 3640.122314
	Iteration 96Q: 3 clusters Score -9990832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -9990828.000000 Penalty: 3640.122314
	Iteration 97Q: 3 clusters Score -9990828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -9990822.000000 Penalty: 3640.122314
	Iteration 98Q: 3 clusters Score -9990822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -9990829.000000 Penalty: 3640.122314
	Iteration 99Q: 3 clusters Score -9990829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -9990826.000000 Penalty: 3640.122314
	Iteration 100F: 3 clusters Score -9990826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9990831.000000 Penalty: 3640.122314
	Iteration 101Q: 3 clusters Score -9990831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -9990822.000000 Penalty: 3640.122314
	Iteration 102Q: 3 clusters Score -9990822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -9990808.000000 Penalty: 3640.122314
	Iteration 103Q: 3 clusters Score -9990808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9990799.000000 Penalty: 3640.122314
	Iteration 104Q: 3 clusters Score -9990799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9990786.000000 Penalty: 3640.122314
	Iteration 105Q: 3 clusters Score -9990786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -9990797.000000 Penalty: 3640.122314
	Iteration 106Q: 3 clusters Score -9990797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -9990801.000000 Penalty: 3640.122314
	Iteration 107Q: 3 clusters Score -9990801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -9990794.000000 Penalty: 3640.122314
	Iteration 108Q: 3 clusters Score -9990794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9990781.000000 Penalty: 3640.122314
	Iteration 109Q: 3 clusters Score -9990781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -9990788.000000 Penalty: 3640.122314
	Iteration 110Q: 3 clusters Score -9990788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9990793.000000 Penalty: 3640.122314
	Iteration 111Q: 3 clusters Score -9990793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -9990780.000000 Penalty: 3640.122314
	Iteration 112Q: 3 clusters Score -9990780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -9990774.000000 Penalty: 3640.122314
	Iteration 113Q: 3 clusters Score -9990774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -9990776.000000 Penalty: 3640.122314
	Iteration 114Q: 3 clusters Score -9990776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -9990779.000000 Penalty: 3640.122314
	Iteration 115Q: 3 clusters Score -9990779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -9990780.000000 Penalty: 3640.122314
	Iteration 116Q: 3 clusters Score -9990780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -9990776.000000 Penalty: 3640.122314
	Iteration 117Q: 3 clusters Score -9990776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -9990780.000000 Penalty: 3640.122314
	Iteration 118Q: 3 clusters Score -9990780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -9990776.000000 Penalty: 3640.122314
	Iteration 119Q: 3 clusters Score -9990776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -9990769.000000 Penalty: 3640.122314
	Iteration 120F: 3 clusters Score -9990769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -9990777.000000 Penalty: 3640.122314
	Iteration 121Q: 3 clusters Score -9990777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -9990783.000000 Penalty: 3640.122314
	Iteration 122Q: 3 clusters Score -9990783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9990776.000000 Penalty: 3640.122314
	Iteration 123Q: 3 clusters Score -9990776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -9990788.000000 Penalty: 3640.122314
	Iteration 124Q: 3 clusters Score -9990788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -9990774.000000 Penalty: 3640.122314
	Iteration 125Q: 3 clusters Score -9990774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9990773.000000 Penalty: 3640.122314
	Iteration 126Q: 3 clusters Score -9990773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -9990765.000000 Penalty: 3640.122314
	Iteration 127Q: 3 clusters Score -9990765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -9990767.000000 Penalty: 3640.122314
	Iteration 128Q: 3 clusters Score -9990767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -9990762.000000 Penalty: 3640.122314
	Iteration 129Q: 3 clusters Score -9990762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9990765.000000 Penalty: 3640.122314
	Iteration 130Q: 3 clusters Score -9990765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -9990766.000000 Penalty: 3640.122314
	Iteration 131Q: 3 clusters Score -9990766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -9990762.000000 Penalty: 3640.122314
	Iteration 132Q: 3 clusters Score -9990762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -9990762.000000 Penalty: 3640.122314
	Iteration 133F: 3 clusters Score -9990762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -114023.132812 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -114023.1 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 440 members 
Entering Unmasked Estep 
Score: -112684.484375 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -112684.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112918.828125 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -112918.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113013.734375 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -113013.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113044.859375 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -113044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113061.828125 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -113061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -113080.945312 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -113080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113091.242188 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -113091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113093.632812 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -113093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113095.804688 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -113095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113098.242188 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -113098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113100.078125 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -113100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113103.421875 Penalty: 2206.781494
	Iteration 11Q: 3 clusters Score -113103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113104.554688 Penalty: 2206.781494
	Iteration 12Q: 3 clusters Score -113104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113104.773438 Penalty: 2206.781494
	Iteration 13Q: 3 clusters Score -113104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113104.773438 Penalty: 2206.781494
	Iteration 14F: 3 clusters Score -113104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -41775.039062 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -41775.04 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 197 members 
Entering Unmasked Estep 
Score: -40841.832031 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -40841.83 nChanged 80
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: -40992.519531 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -40992.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41050.054688 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -41050.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41080.187500 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -41080.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41089.367188 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -41089.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41094.578125 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -41094.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41101.308594 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -41101.31 nChanged 1
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: -41102.023438 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -41102.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41104.597656 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -41104.6 nChanged 1
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: -41110.515625 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -41110.52 nChanged 0
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: -41110.515625 Penalty: 1923.640503
	Iteration 10F: 3 clusters Score -41110.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -978177.937500 Penalty: 1448.145508
	Iteration 0F: 2 clusters Score -978177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -972670.437500 Penalty: 2896.291016
	Iteration 0F: 3 clusters Score -972670.4 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -974387.812500 Penalty: 2896.291016
	Iteration 1F: 3 clusters Score -974387.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -974731.875000 Penalty: 2896.291016
	Iteration 2F: 3 clusters Score -974731.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -975085.375000 Penalty: 2896.291016
	Iteration 3F: 3 clusters Score -975085.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -975399.937500 Penalty: 2896.291016
	Iteration 4F: 3 clusters Score -975399.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -975669.312500 Penalty: 2896.291016
	Iteration 5F: 3 clusters Score -975669.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -975896.937500 Penalty: 2896.291016
	Iteration 6F: 3 clusters Score -975896.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -976071.125000 Penalty: 2896.291016
	Iteration 7Q: 3 clusters Score -976071.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -976250.062500 Penalty: 2896.291016
	Iteration 8Q: 3 clusters Score -976250.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -976423.625000 Penalty: 2896.291016
	Iteration 9Q: 3 clusters Score -976423.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -976567.187500 Penalty: 2896.291016
	Iteration 10Q: 3 clusters Score -976567.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -976700.625000 Penalty: 2896.291016
	Iteration 11Q: 3 clusters Score -976700.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -976818.312500 Penalty: 2896.291016
	Iteration 12Q: 3 clusters Score -976818.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -976905.750000 Penalty: 2896.291016
	Iteration 13Q: 3 clusters Score -976905.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -976959.312500 Penalty: 2896.291016
	Iteration 14Q: 3 clusters Score -976959.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -977010.312500 Penalty: 2896.291016
	Iteration 15Q: 3 clusters Score -977010.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -977052.875000 Penalty: 2896.291016
	Iteration 16Q: 3 clusters Score -977052.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -977090.625000 Penalty: 2896.291016
	Iteration 17Q: 3 clusters Score -977090.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -977126.062500 Penalty: 2896.291016
	Iteration 18Q: 3 clusters Score -977126.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -977168.312500 Penalty: 2896.291016
	Iteration 19Q: 3 clusters Score -977168.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -977201.625000 Penalty: 2896.291016
	Iteration 20F: 3 clusters Score -977201.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -977229.187500 Penalty: 2896.291016
	Iteration 21Q: 3 clusters Score -977229.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -977272.875000 Penalty: 2896.291016
	Iteration 22Q: 3 clusters Score -977272.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -977350.437500 Penalty: 2896.291016
	Iteration 23Q: 3 clusters Score -977350.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -977466.750000 Penalty: 2896.291016
	Iteration 24Q: 3 clusters Score -977466.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -977606.000000 Penalty: 2896.291016
	Iteration 25Q: 3 clusters Score -977606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -977740.000000 Penalty: 2896.291016
	Iteration 26Q: 3 clusters Score -977740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -977896.687500 Penalty: 2896.291016
	Iteration 27Q: 3 clusters Score -977896.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -977991.062500 Penalty: 2896.291016
	Iteration 28Q: 3 clusters Score -977991.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -978036.562500 Penalty: 2896.291016
	Iteration 29Q: 3 clusters Score -978036.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -978088.000000 Penalty: 2896.291016
	Iteration 30Q: 3 clusters Score -978088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -978181.625000 Penalty: 2896.291016
	Iteration 31Q: 3 clusters Score -978181.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -978268.875000 Penalty: 2896.291016
	Iteration 32Q: 3 clusters Score -978268.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -978338.000000 Penalty: 2896.291016
	Iteration 33Q: 3 clusters Score -978338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -978387.062500 Penalty: 2896.291016
	Iteration 34Q: 3 clusters Score -978387.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -978419.687500 Penalty: 2896.291016
	Iteration 35Q: 3 clusters Score -978419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -978445.875000 Penalty: 2896.291016
	Iteration 36Q: 3 clusters Score -978445.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -978462.000000 Penalty: 2896.291016
	Iteration 37Q: 3 clusters Score -978462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -978477.562500 Penalty: 2896.291016
	Iteration 38Q: 3 clusters Score -978477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -978494.125000 Penalty: 2896.291016
	Iteration 39Q: 3 clusters Score -978494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -978560.625000 Penalty: 2896.291016
	Iteration 40F: 3 clusters Score -978560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -978575.500000 Penalty: 2896.291016
	Iteration 41Q: 3 clusters Score -978575.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -978581.125000 Penalty: 2896.291016
	Iteration 42Q: 3 clusters Score -978581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -978587.125000 Penalty: 2896.291016
	Iteration 43Q: 3 clusters Score -978587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -978587.750000 Penalty: 2896.291016
	Iteration 44Q: 3 clusters Score -978587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -978588.875000 Penalty: 2896.291016
	Iteration 45Q: 3 clusters Score -978588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -978588.750000 Penalty: 2896.291016
	Iteration 46Q: 3 clusters Score -978588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -978589.812500 Penalty: 2896.291016
	Iteration 47Q: 3 clusters Score -978589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -978589.562500 Penalty: 2896.291016
	Iteration 48Q: 3 clusters Score -978589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -978589.562500 Penalty: 2896.291016
	Iteration 49F: 3 clusters Score -978589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 27648 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 113 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 72004 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 2865 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 4890 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 11795 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 83604 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 73158 members 
Mstep: Class 46 contains 889 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 1612 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 21059 members 
Mstep: Class 51 contains 3239 members 
Mstep: Class 52 contains 2200 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 175 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 16657 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 547 members 
Mstep: Class 61 contains 4620 members 
Mstep: Class 62 contains 3763 members 
Mstep: Class 63 contains 4827 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 431 members 
Mstep: Class 66 contains 618 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 710 members 
Mstep: Class 69 contains 8995 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 989 members 
Mstep: Class 73 contains 2847 members 
Mstep: Class 74 contains 1705 members 
Mstep: Class 75 contains 4587 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 6742 members 
Mstep: Class 79 contains 1529 members 
Mstep: Class 80 contains 12105 members 
Mstep: Class 81 contains 5806 members 
Entering Unmasked Estep 
Score: -68995736.000000 Penalty: 173508.343750
Splitting cluster 48 changes total score from -68995984.000000 to -68995736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9647.359375 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -9647.359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9076.948242 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -9076.948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9140.228516 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -9140.229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9157.654297 Penalty: 1643.279907
	Iteration 2F: 3 clusters Score -9157.654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9164.821289 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -9164.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9172.299805 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -9172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9172.299805 Penalty: 1643.279907
	Iteration 5F: 3 clusters Score -9172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Entering Unmasked Estep 
Score: -2808218.750000 Penalty: 1617.700928
	Iteration 0F: 2 clusters Score -2808219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2793869.500000 Penalty: 3235.401855
	Iteration 0F: 3 clusters Score -2793870 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2799258.500000 Penalty: 3235.401855
	Iteration 1F: 3 clusters Score -2799258 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2799713.000000 Penalty: 3235.401855
	Iteration 2F: 3 clusters Score -2799713 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2800225.250000 Penalty: 3235.401855
	Iteration 3F: 3 clusters Score -2800225 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2800906.500000 Penalty: 3235.401855
	Iteration 4F: 3 clusters Score -2800906 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2801790.750000 Penalty: 3235.401855
	Iteration 5F: 3 clusters Score -2801791 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2802823.000000 Penalty: 3235.401855
	Iteration 6F: 3 clusters Score -2802823 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2803852.250000 Penalty: 3235.401855
	Iteration 7F: 3 clusters Score -2803852 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2804716.000000 Penalty: 3235.401855
	Iteration 8Q: 3 clusters Score -2804716 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2805380.500000 Penalty: 3235.401855
	Iteration 9Q: 3 clusters Score -2805380 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2805834.750000 Penalty: 3235.401855
	Iteration 10Q: 3 clusters Score -2805835 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2806192.250000 Penalty: 3235.401855
	Iteration 11Q: 3 clusters Score -2806192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2806423.500000 Penalty: 3235.401855
	Iteration 12Q: 3 clusters Score -2806424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2806555.500000 Penalty: 3235.401855
	Iteration 13Q: 3 clusters Score -2806556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2806631.750000 Penalty: 3235.401855
	Iteration 14Q: 3 clusters Score -2806632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2806692.000000 Penalty: 3235.401855
	Iteration 15Q: 3 clusters Score -2806692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2806725.250000 Penalty: 3235.401855
	Iteration 16Q: 3 clusters Score -2806725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2806751.500000 Penalty: 3235.401855
	Iteration 17Q: 3 clusters Score -2806752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2806761.250000 Penalty: 3235.401855
	Iteration 18Q: 3 clusters Score -2806761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2806772.500000 Penalty: 3235.401855
	Iteration 19Q: 3 clusters Score -2806772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2806780.000000 Penalty: 3235.401855
	Iteration 20F: 3 clusters Score -2806780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2806787.250000 Penalty: 3235.401855
	Iteration 21Q: 3 clusters Score -2806787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2806796.250000 Penalty: 3235.401855
	Iteration 22Q: 3 clusters Score -2806796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2806797.000000 Penalty: 3235.401855
	Iteration 23Q: 3 clusters Score -2806797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2806799.000000 Penalty: 3235.401855
	Iteration 24Q: 3 clusters Score -2806799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2806797.000000 Penalty: 3235.401855
	Iteration 25Q: 3 clusters Score -2806797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2806796.750000 Penalty: 3235.401855
	Iteration 26Q: 3 clusters Score -2806797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2806796.750000 Penalty: 3235.401855
	Iteration 27F: 3 clusters Score -2806797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -416169.968750 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -416170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -413241.781250 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -413241.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -414014.500000 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -414014.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -414182.750000 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -414182.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -414288.125000 Penalty: 2626.981689
	Iteration 3F: 3 clusters Score -414288.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414357.812500 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -414357.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -414409.531250 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -414409.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -414455.687500 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -414455.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -414515.031250 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -414515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -414576.156250 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -414576.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -414624.906250 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -414624.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -414651.500000 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -414651.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -414676.562500 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -414676.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -414693.562500 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -414693.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -414707.750000 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -414707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -414720.656250 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -414720.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -414731.937500 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -414731.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -414743.343750 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -414743.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -414754.781250 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -414754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -414770.812500 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -414770.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -414785.750000 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -414785.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -414798.406250 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -414798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -414807.281250 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -414807.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -414815.406250 Penalty: 2626.981689
	Iteration 22Q: 3 clusters Score -414815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -414822.500000 Penalty: 2626.981689
	Iteration 23Q: 3 clusters Score -414822.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -414828.625000 Penalty: 2626.981689
	Iteration 24Q: 3 clusters Score -414828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -414837.437500 Penalty: 2626.981689
	Iteration 25Q: 3 clusters Score -414837.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -414848.531250 Penalty: 2626.981689
	Iteration 26Q: 3 clusters Score -414848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -414856.000000 Penalty: 2626.981689
	Iteration 27Q: 3 clusters Score -414856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -414866.687500 Penalty: 2626.981689
	Iteration 28Q: 3 clusters Score -414866.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -414877.750000 Penalty: 2626.981689
	Iteration 29Q: 3 clusters Score -414877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -414887.375000 Penalty: 2626.981689
	Iteration 30Q: 3 clusters Score -414887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -414899.343750 Penalty: 2626.981689
	Iteration 31Q: 3 clusters Score -414899.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -414909.281250 Penalty: 2626.981689
	Iteration 32Q: 3 clusters Score -414909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -414912.937500 Penalty: 2626.981689
	Iteration 33Q: 3 clusters Score -414912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -414918.312500 Penalty: 2626.981689
	Iteration 34Q: 3 clusters Score -414918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -414922.906250 Penalty: 2626.981689
	Iteration 35Q: 3 clusters Score -414922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -414929.625000 Penalty: 2626.981689
	Iteration 36Q: 3 clusters Score -414929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -414936.875000 Penalty: 2626.981689
	Iteration 37Q: 3 clusters Score -414936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -414943.062500 Penalty: 2626.981689
	Iteration 38Q: 3 clusters Score -414943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -414949.593750 Penalty: 2626.981689
	Iteration 39Q: 3 clusters Score -414949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -414956.500000 Penalty: 2626.981689
	Iteration 40F: 3 clusters Score -414956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -414962.125000 Penalty: 2626.981689
	Iteration 41Q: 3 clusters Score -414962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -414968.218750 Penalty: 2626.981689
	Iteration 42Q: 3 clusters Score -414968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -414974.843750 Penalty: 2626.981689
	Iteration 43Q: 3 clusters Score -414974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -414978.750000 Penalty: 2626.981689
	Iteration 44Q: 3 clusters Score -414978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -414983.812500 Penalty: 2626.981689
	Iteration 45Q: 3 clusters Score -414983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -414988.625000 Penalty: 2626.981689
	Iteration 46Q: 3 clusters Score -414988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -414992.281250 Penalty: 2626.981689
	Iteration 47Q: 3 clusters Score -414992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -414995.718750 Penalty: 2626.981689
	Iteration 48Q: 3 clusters Score -414995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -414997.062500 Penalty: 2626.981689
	Iteration 49Q: 3 clusters Score -414997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414999.781250 Penalty: 2626.981689
	Iteration 50Q: 3 clusters Score -414999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -415001.093750 Penalty: 2626.981689
	Iteration 51Q: 3 clusters Score -415001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -415002.406250 Penalty: 2626.981689
	Iteration 52Q: 3 clusters Score -415002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -415005.437500 Penalty: 2626.981689
	Iteration 53Q: 3 clusters Score -415005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -415009.187500 Penalty: 2626.981689
	Iteration 54Q: 3 clusters Score -415009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -415012.031250 Penalty: 2626.981689
	Iteration 55Q: 3 clusters Score -415012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -415013.000000 Penalty: 2626.981689
	Iteration 56Q: 3 clusters Score -415013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -415013.812500 Penalty: 2626.981689
	Iteration 57Q: 3 clusters Score -415013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -415013.812500 Penalty: 2626.981689
	Iteration 58F: 3 clusters Score -415013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -284326.218750 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -284326.2 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 1083 members 
Entering Unmasked Estep 
Score: -282086.406250 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -282086.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282550.093750 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -282550.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282681.625000 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -282681.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282772.281250 Penalty: 2501.269043
	Iteration 3Q: 3 clusters Score -282772.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282840.312500 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -282840.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282882.843750 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -282882.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282910.062500 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -282910.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282935.937500 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -282935.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282960.000000 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -282960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282982.281250 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -282982.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282999.875000 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -282999.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283015.281250 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -283015.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283027.875000 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -283027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283034.312500 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -283034.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283044.343750 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -283044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283054.843750 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -283054.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -283068.312500 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -283068.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -283083.093750 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -283083.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -283097.281250 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -283097.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -283113.250000 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -283113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283135.312500 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -283135.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -283156.906250 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -283156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -283176.281250 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -283176.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -283212.843750 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -283212.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283251.718750 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -283251.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283289.062500 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -283289.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283315.062500 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -283315.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283361.000000 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -283361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283429.843750 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -283429.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -283477.500000 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -283477.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283519.875000 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -283519.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283553.593750 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -283553.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283581.250000 Penalty: 2501.269043
	Iteration 32Q: 3 clusters Score -283581.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283604.218750 Penalty: 2501.269043
	Iteration 33Q: 3 clusters Score -283604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283633.656250 Penalty: 2501.269043
	Iteration 34Q: 3 clusters Score -283633.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283657.156250 Penalty: 2501.269043
	Iteration 35Q: 3 clusters Score -283657.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -283676.312500 Penalty: 2501.269043
	Iteration 36Q: 3 clusters Score -283676.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283692.312500 Penalty: 2501.269043
	Iteration 37Q: 3 clusters Score -283692.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -283711.000000 Penalty: 2501.269043
	Iteration 38Q: 3 clusters Score -283711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283728.093750 Penalty: 2501.269043
	Iteration 39Q: 3 clusters Score -283728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283742.718750 Penalty: 2501.269043
	Iteration 40F: 3 clusters Score -283742.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -283750.906250 Penalty: 2501.269043
	Iteration 41Q: 3 clusters Score -283750.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283757.437500 Penalty: 2501.269043
	Iteration 42Q: 3 clusters Score -283757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -283764.375000 Penalty: 2501.269043
	Iteration 43Q: 3 clusters Score -283764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -283773.000000 Penalty: 2501.269043
	Iteration 44Q: 3 clusters Score -283773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -283783.718750 Penalty: 2501.269043
	Iteration 45Q: 3 clusters Score -283783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -283790.218750 Penalty: 2501.269043
	Iteration 46Q: 3 clusters Score -283790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -283796.875000 Penalty: 2501.269043
	Iteration 47Q: 3 clusters Score -283796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -283802.406250 Penalty: 2501.269043
	Iteration 48Q: 3 clusters Score -283802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -283807.125000 Penalty: 2501.269043
	Iteration 49Q: 3 clusters Score -283807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -283808.343750 Penalty: 2501.269043
	Iteration 50Q: 3 clusters Score -283808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -283809.843750 Penalty: 2501.269043
	Iteration 51Q: 3 clusters Score -283809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -283811.125000 Penalty: 2501.269043
	Iteration 52Q: 3 clusters Score -283811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -283812.312500 Penalty: 2501.269043
	Iteration 53Q: 3 clusters Score -283812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283812.750000 Penalty: 2501.269043
	Iteration 54Q: 3 clusters Score -283812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283814.781250 Penalty: 2501.269043
	Iteration 55Q: 3 clusters Score -283814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -283816.406250 Penalty: 2501.269043
	Iteration 56Q: 3 clusters Score -283816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -283819.437500 Penalty: 2501.269043
	Iteration 57Q: 3 clusters Score -283819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -283819.968750 Penalty: 2501.269043
	Iteration 58Q: 3 clusters Score -283820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -283820.062500 Penalty: 2501.269043
	Iteration 59Q: 3 clusters Score -283820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -283822.500000 Penalty: 2501.269043
	Iteration 60F: 3 clusters Score -283822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -283826.250000 Penalty: 2501.269043
	Iteration 61Q: 3 clusters Score -283826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -283828.343750 Penalty: 2501.269043
	Iteration 62Q: 3 clusters Score -283828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -283828.343750 Penalty: 2501.269043
	Iteration 63F: 3 clusters Score -283828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -457478.406250 Penalty: 1318.139648
	Iteration 0F: 2 clusters Score -457478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -454546.687500 Penalty: 2636.279297
	Iteration 0F: 3 clusters Score -454546.7 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -455223.687500 Penalty: 2636.279297
	Iteration 1F: 3 clusters Score -455223.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -455358.218750 Penalty: 2636.279297
	Iteration 2F: 3 clusters Score -455358.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -455433.031250 Penalty: 2636.279297
	Iteration 3Q: 3 clusters Score -455433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -455481.406250 Penalty: 2636.279297
	Iteration 4Q: 3 clusters Score -455481.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -455523.781250 Penalty: 2636.279297
	Iteration 5Q: 3 clusters Score -455523.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -455559.906250 Penalty: 2636.279297
	Iteration 6Q: 3 clusters Score -455559.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -455593.625000 Penalty: 2636.279297
	Iteration 7Q: 3 clusters Score -455593.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -455618.062500 Penalty: 2636.279297
	Iteration 8Q: 3 clusters Score -455618.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -455634.593750 Penalty: 2636.279297
	Iteration 9Q: 3 clusters Score -455634.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -455649.906250 Penalty: 2636.279297
	Iteration 10Q: 3 clusters Score -455649.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -455669.093750 Penalty: 2636.279297
	Iteration 11Q: 3 clusters Score -455669.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -455689.375000 Penalty: 2636.279297
	Iteration 12Q: 3 clusters Score -455689.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -455709.281250 Penalty: 2636.279297
	Iteration 13Q: 3 clusters Score -455709.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -455724.781250 Penalty: 2636.279297
	Iteration 14Q: 3 clusters Score -455724.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -455741.437500 Penalty: 2636.279297
	Iteration 15Q: 3 clusters Score -455741.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455768.093750 Penalty: 2636.279297
	Iteration 16Q: 3 clusters Score -455768.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -455793.437500 Penalty: 2636.279297
	Iteration 17Q: 3 clusters Score -455793.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -455821.406250 Penalty: 2636.279297
	Iteration 18Q: 3 clusters Score -455821.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -455850.531250 Penalty: 2636.279297
	Iteration 19Q: 3 clusters Score -455850.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -455879.468750 Penalty: 2636.279297
	Iteration 20F: 3 clusters Score -455879.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -455903.062500 Penalty: 2636.279297
	Iteration 21Q: 3 clusters Score -455903.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -455926.750000 Penalty: 2636.279297
	Iteration 22Q: 3 clusters Score -455926.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -455954.156250 Penalty: 2636.279297
	Iteration 23Q: 3 clusters Score -455954.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -455979.687500 Penalty: 2636.279297
	Iteration 24Q: 3 clusters Score -455979.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -456002.906250 Penalty: 2636.279297
	Iteration 25Q: 3 clusters Score -456002.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -456021.343750 Penalty: 2636.279297
	Iteration 26Q: 3 clusters Score -456021.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -456038.218750 Penalty: 2636.279297
	Iteration 27Q: 3 clusters Score -456038.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -456057.500000 Penalty: 2636.279297
	Iteration 28Q: 3 clusters Score -456057.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -456078.906250 Penalty: 2636.279297
	Iteration 29Q: 3 clusters Score -456078.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -456102.156250 Penalty: 2636.279297
	Iteration 30Q: 3 clusters Score -456102.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -456113.156250 Penalty: 2636.279297
	Iteration 31Q: 3 clusters Score -456113.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -456127.593750 Penalty: 2636.279297
	Iteration 32Q: 3 clusters Score -456127.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -456141.312500 Penalty: 2636.279297
	Iteration 33Q: 3 clusters Score -456141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -456160.062500 Penalty: 2636.279297
	Iteration 34Q: 3 clusters Score -456160.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -456174.750000 Penalty: 2636.279297
	Iteration 35Q: 3 clusters Score -456174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -456185.593750 Penalty: 2636.279297
	Iteration 36Q: 3 clusters Score -456185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -456194.937500 Penalty: 2636.279297
	Iteration 37Q: 3 clusters Score -456194.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -456204.125000 Penalty: 2636.279297
	Iteration 38Q: 3 clusters Score -456204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -456211.906250 Penalty: 2636.279297
	Iteration 39Q: 3 clusters Score -456211.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -456219.281250 Penalty: 2636.279297
	Iteration 40F: 3 clusters Score -456219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -456225.218750 Penalty: 2636.279297
	Iteration 41Q: 3 clusters Score -456225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -456228.062500 Penalty: 2636.279297
	Iteration 42Q: 3 clusters Score -456228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -456229.031250 Penalty: 2636.279297
	Iteration 43Q: 3 clusters Score -456229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -456230.406250 Penalty: 2636.279297
	Iteration 44Q: 3 clusters Score -456230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -456233.406250 Penalty: 2636.279297
	Iteration 45Q: 3 clusters Score -456233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -456239.250000 Penalty: 2636.279297
	Iteration 46Q: 3 clusters Score -456239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -456244.875000 Penalty: 2636.279297
	Iteration 47Q: 3 clusters Score -456244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -456252.750000 Penalty: 2636.279297
	Iteration 48Q: 3 clusters Score -456252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -456255.437500 Penalty: 2636.279297
	Iteration 49Q: 3 clusters Score -456255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -456257.531250 Penalty: 2636.279297
	Iteration 50Q: 3 clusters Score -456257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -456259.843750 Penalty: 2636.279297
	Iteration 51Q: 3 clusters Score -456259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -456267.375000 Penalty: 2636.279297
	Iteration 52Q: 3 clusters Score -456267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -456272.437500 Penalty: 2636.279297
	Iteration 53Q: 3 clusters Score -456272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -456274.531250 Penalty: 2636.279297
	Iteration 54Q: 3 clusters Score -456274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -456276.531250 Penalty: 2636.279297
	Iteration 55Q: 3 clusters Score -456276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -456278.250000 Penalty: 2636.279297
	Iteration 56Q: 3 clusters Score -456278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -456279.031250 Penalty: 2636.279297
	Iteration 57Q: 3 clusters Score -456279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -456280.343750 Penalty: 2636.279297
	Iteration 58Q: 3 clusters Score -456280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -456280.843750 Penalty: 2636.279297
	Iteration 59Q: 3 clusters Score -456280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -456281.281250 Penalty: 2636.279297
	Iteration 60F: 3 clusters Score -456281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -456281.875000 Penalty: 2636.279297
	Iteration 61Q: 3 clusters Score -456281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -456283.375000 Penalty: 2636.279297
	Iteration 62Q: 3 clusters Score -456283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -456284.875000 Penalty: 2636.279297
	Iteration 63Q: 3 clusters Score -456284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -456286.500000 Penalty: 2636.279297
	Iteration 64Q: 3 clusters Score -456286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -456286.625000 Penalty: 2636.279297
	Iteration 65Q: 3 clusters Score -456286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -456287.843750 Penalty: 2636.279297
	Iteration 66Q: 3 clusters Score -456287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -456287.843750 Penalty: 2636.279297
	Iteration 67F: 3 clusters Score -456287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47983.312500 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -47983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47059.550781 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -47059.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47328.414062 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -47328.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47467.371094 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -47467.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47560.648438 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -47560.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47627.199219 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -47627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47659.679688 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -47659.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47670.851562 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -47670.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47674.007812 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -47674.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47674.007812 Penalty: 1981.874146
	Iteration 8F: 3 clusters Score -47674.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -226101.968750 Penalty: 1231.032471
	Iteration 0F: 2 clusters Score -226102 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 954 members 
Entering Unmasked Estep 
Score: -224087.781250 Penalty: 2462.064941
	Iteration 0F: 3 clusters Score -224087.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -224713.078125 Penalty: 2462.064941
	Iteration 1F: 3 clusters Score -224713.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224944.687500 Penalty: 2462.064941
	Iteration 2F: 3 clusters Score -224944.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -225084.234375 Penalty: 2462.064941
	Iteration 3F: 3 clusters Score -225084.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225206.593750 Penalty: 2462.064941
	Iteration 4Q: 3 clusters Score -225206.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225293.375000 Penalty: 2462.064941
	Iteration 5Q: 3 clusters Score -225293.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -225347.703125 Penalty: 2462.064941
	Iteration 6Q: 3 clusters Score -225347.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -225400.750000 Penalty: 2462.064941
	Iteration 7Q: 3 clusters Score -225400.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -225446.500000 Penalty: 2462.064941
	Iteration 8Q: 3 clusters Score -225446.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -225470.281250 Penalty: 2462.064941
	Iteration 9Q: 3 clusters Score -225470.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -225484.265625 Penalty: 2462.064941
	Iteration 10Q: 3 clusters Score -225484.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -225499.375000 Penalty: 2462.064941
	Iteration 11Q: 3 clusters Score -225499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225510.093750 Penalty: 2462.064941
	Iteration 12Q: 3 clusters Score -225510.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -225527.562500 Penalty: 2462.064941
	Iteration 13Q: 3 clusters Score -225527.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225541.593750 Penalty: 2462.064941
	Iteration 14Q: 3 clusters Score -225541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225551.406250 Penalty: 2462.064941
	Iteration 15Q: 3 clusters Score -225551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225557.343750 Penalty: 2462.064941
	Iteration 16Q: 3 clusters Score -225557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225568.250000 Penalty: 2462.064941
	Iteration 17Q: 3 clusters Score -225568.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -225572.718750 Penalty: 2462.064941
	Iteration 18Q: 3 clusters Score -225572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225575.046875 Penalty: 2462.064941
	Iteration 19Q: 3 clusters Score -225575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -225576.187500 Penalty: 2462.064941
	Iteration 20F: 3 clusters Score -225576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -225580.656250 Penalty: 2462.064941
	Iteration 21Q: 3 clusters Score -225580.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225587.515625 Penalty: 2462.064941
	Iteration 22Q: 3 clusters Score -225587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -225591.937500 Penalty: 2462.064941
	Iteration 23Q: 3 clusters Score -225591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225595.203125 Penalty: 2462.064941
	Iteration 24Q: 3 clusters Score -225595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225598.187500 Penalty: 2462.064941
	Iteration 25Q: 3 clusters Score -225598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -225602.000000 Penalty: 2462.064941
	Iteration 26Q: 3 clusters Score -225602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -225606.125000 Penalty: 2462.064941
	Iteration 27Q: 3 clusters Score -225606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -225610.515625 Penalty: 2462.064941
	Iteration 28Q: 3 clusters Score -225610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225613.203125 Penalty: 2462.064941
	Iteration 29Q: 3 clusters Score -225613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -225616.359375 Penalty: 2462.064941
	Iteration 30Q: 3 clusters Score -225616.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -225619.859375 Penalty: 2462.064941
	Iteration 31Q: 3 clusters Score -225619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225623.578125 Penalty: 2462.064941
	Iteration 32Q: 3 clusters Score -225623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -225625.656250 Penalty: 2462.064941
	Iteration 33Q: 3 clusters Score -225625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225627.531250 Penalty: 2462.064941
	Iteration 34Q: 3 clusters Score -225627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -225628.984375 Penalty: 2462.064941
	Iteration 35Q: 3 clusters Score -225629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -225629.343750 Penalty: 2462.064941
	Iteration 36Q: 3 clusters Score -225629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -225629.343750 Penalty: 2462.064941
	Iteration 37F: 3 clusters Score -225629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -19258.388672 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -19258.39 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 74 members 
Entering Unmasked Estep 
Score: -18566.681641 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -18566.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18630.945312 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -18630.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18657.316406 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -18657.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18665.781250 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -18665.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18665.781250 Penalty: 1678.555420
	Iteration 4F: 3 clusters Score -18665.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -138766.281250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -138766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137250.781250 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -137250.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -137516.656250 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -137516.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137593.968750 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -137594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137635.359375 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -137635.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -137665.718750 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -137665.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137695.656250 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -137695.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137726.500000 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -137726.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137758.156250 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -137758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -137782.531250 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -137782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137815.546875 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -137815.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -137840.562500 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -137840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137860.093750 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -137860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137884.656250 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -137884.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -137919.875000 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -137919.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137968.078125 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -137968.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -138009.921875 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -138009.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138042.421875 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -138042.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138073.968750 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -138074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138088.921875 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -138088.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -138100.062500 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -138100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -138108.125000 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -138108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138115.609375 Penalty: 2270.032715
	Iteration 21Q: 3 clusters Score -138115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138118.578125 Penalty: 2270.032715
	Iteration 22Q: 3 clusters Score -138118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138119.968750 Penalty: 2270.032715
	Iteration 23Q: 3 clusters Score -138120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138119.968750 Penalty: 2270.032715
	Iteration 24F: 3 clusters Score -138120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -2110870.500000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -2110870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2099521.250000 Penalty: 3159.190430
	Iteration 0F: 3 clusters Score -2099521 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2103550.250000 Penalty: 3159.190430
	Iteration 1F: 3 clusters Score -2103550 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2104117.750000 Penalty: 3159.190430
	Iteration 2F: 3 clusters Score -2104118 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2104687.750000 Penalty: 3159.190430
	Iteration 3F: 3 clusters Score -2104688 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2105219.500000 Penalty: 3159.190430
	Iteration 4F: 3 clusters Score -2105220 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2105744.750000 Penalty: 3159.190430
	Iteration 5F: 3 clusters Score -2105745 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2106235.250000 Penalty: 3159.190430
	Iteration 6F: 3 clusters Score -2106235 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2106643.000000 Penalty: 3159.190430
	Iteration 7Q: 3 clusters Score -2106643 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2107019.750000 Penalty: 3159.190430
	Iteration 8Q: 3 clusters Score -2107020 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2107376.250000 Penalty: 3159.190430
	Iteration 9Q: 3 clusters Score -2107376 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2107681.750000 Penalty: 3159.190430
	Iteration 10Q: 3 clusters Score -2107682 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2107927.500000 Penalty: 3159.190430
	Iteration 11Q: 3 clusters Score -2107928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2108171.750000 Penalty: 3159.190430
	Iteration 12Q: 3 clusters Score -2108172 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2108383.000000 Penalty: 3159.190430
	Iteration 13Q: 3 clusters Score -2108383 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2108587.750000 Penalty: 3159.190430
	Iteration 14Q: 3 clusters Score -2108588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2108761.250000 Penalty: 3159.190430
	Iteration 15Q: 3 clusters Score -2108761 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2108935.250000 Penalty: 3159.190430
	Iteration 16Q: 3 clusters Score -2108935 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2109099.750000 Penalty: 3159.190430
	Iteration 17Q: 3 clusters Score -2109100 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2109278.750000 Penalty: 3159.190430
	Iteration 18Q: 3 clusters Score -2109279 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2109486.000000 Penalty: 3159.190430
	Iteration 19Q: 3 clusters Score -2109486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2109646.500000 Penalty: 3159.190430
	Iteration 20F: 3 clusters Score -2109646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2109762.250000 Penalty: 3159.190430
	Iteration 21Q: 3 clusters Score -2109762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2109840.000000 Penalty: 3159.190430
	Iteration 22Q: 3 clusters Score -2109840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2109881.250000 Penalty: 3159.190430
	Iteration 23Q: 3 clusters Score -2109881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2109908.750000 Penalty: 3159.190430
	Iteration 24Q: 3 clusters Score -2109909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2109930.750000 Penalty: 3159.190430
	Iteration 25Q: 3 clusters Score -2109931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2109949.000000 Penalty: 3159.190430
	Iteration 26Q: 3 clusters Score -2109949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2109962.000000 Penalty: 3159.190430
	Iteration 27Q: 3 clusters Score -2109962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2109970.250000 Penalty: 3159.190430
	Iteration 28Q: 3 clusters Score -2109970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2109981.750000 Penalty: 3159.190430
	Iteration 29Q: 3 clusters Score -2109982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2109990.750000 Penalty: 3159.190430
	Iteration 30Q: 3 clusters Score -2109991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2110010.500000 Penalty: 3159.190430
	Iteration 31Q: 3 clusters Score -2110010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2110036.250000 Penalty: 3159.190430
	Iteration 32Q: 3 clusters Score -2110036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2110058.000000 Penalty: 3159.190430
	Iteration 33Q: 3 clusters Score -2110058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2110078.500000 Penalty: 3159.190430
	Iteration 34Q: 3 clusters Score -2110078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2110086.750000 Penalty: 3159.190430
	Iteration 35Q: 3 clusters Score -2110087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2110099.000000 Penalty: 3159.190430
	Iteration 36Q: 3 clusters Score -2110099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2110101.750000 Penalty: 3159.190430
	Iteration 37Q: 3 clusters Score -2110102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2110101.750000 Penalty: 3159.190430
	Iteration 38Q: 3 clusters Score -2110102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2110105.000000 Penalty: 3159.190430
	Iteration 39Q: 3 clusters Score -2110105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2110107.750000 Penalty: 3159.190430
	Iteration 40F: 3 clusters Score -2110108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2110109.250000 Penalty: 3159.190430
	Iteration 41Q: 3 clusters Score -2110109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2110109.250000 Penalty: 3159.190430
	Iteration 42F: 3 clusters Score -2110109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -97651.507812 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -97651.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96390.476562 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -96390.48 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96628.398438 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -96628.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96710.062500 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -96710.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96744.296875 Penalty: 2148.913330
	Iteration 3Q: 3 clusters Score -96744.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96768.992188 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -96768.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96783.398438 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -96783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96793.734375 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -96793.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96802.585938 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -96802.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96808.789062 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -96808.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96810.742188 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -96810.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96811.859375 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -96811.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96813.164062 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -96813.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96816.226562 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -96816.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96819.031250 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -96819.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96819.898438 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -96819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96821.296875 Penalty: 2148.913330
	Iteration 15Q: 3 clusters Score -96821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96821.906250 Penalty: 2148.913330
	Iteration 16Q: 3 clusters Score -96821.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96821.906250 Penalty: 2148.913330
	Iteration 17F: 3 clusters Score -96821.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68666.640625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68666.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67570.914062 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67570.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67774.046875 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67774.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67855.210938 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -67855.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67906.046875 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67906.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67950.773438 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67950.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68010.125000 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -68010.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68056.726562 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -68056.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68098.632812 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -68098.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68134.070312 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -68134.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68155.968750 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -68155.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68164.765625 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -68164.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68164.765625 Penalty: 2048.945801
	Iteration 11F: 3 clusters Score -68164.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -610871.875000 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -610871.9 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 2310 members 
Entering Unmasked Estep 
Score: -607086.437500 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -607086.4 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -608152.875000 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -608152.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -608339.937500 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -608339.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -608460.937500 Penalty: 2742.398926
	Iteration 3F: 3 clusters Score -608460.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -608546.062500 Penalty: 2742.398926
	Iteration 4Q: 3 clusters Score -608546.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -608603.312500 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -608603.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -608648.375000 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -608648.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -608683.500000 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -608683.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -608715.500000 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -608715.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -608750.000000 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -608750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -608774.312500 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -608774.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -608798.687500 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -608798.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -608826.687500 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -608826.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -608854.375000 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -608854.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -608871.750000 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -608871.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -608890.937500 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -608890.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -608911.687500 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -608911.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -608935.375000 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -608935.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -608980.375000 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -608980.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -609028.187500 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -609028.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -609078.875000 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -609078.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -609136.437500 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -609136.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -609190.062500 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -609190.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -609247.250000 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -609247.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -609302.250000 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -609302.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -609337.937500 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -609337.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -609361.750000 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -609361.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -609376.562500 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -609376.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -609386.875000 Penalty: 2742.398926
	Iteration 28Q: 3 clusters Score -609386.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -609396.312500 Penalty: 2742.398926
	Iteration 29Q: 3 clusters Score -609396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -609404.937500 Penalty: 2742.398926
	Iteration 30Q: 3 clusters Score -609404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -609416.687500 Penalty: 2742.398926
	Iteration 31Q: 3 clusters Score -609416.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -609427.062500 Penalty: 2742.398926
	Iteration 32Q: 3 clusters Score -609427.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -609438.562500 Penalty: 2742.398926
	Iteration 33Q: 3 clusters Score -609438.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -609443.125000 Penalty: 2742.398926
	Iteration 34Q: 3 clusters Score -609443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -609448.812500 Penalty: 2742.398926
	Iteration 35Q: 3 clusters Score -609448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -609452.750000 Penalty: 2742.398926
	Iteration 36Q: 3 clusters Score -609452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -609456.312500 Penalty: 2742.398926
	Iteration 37Q: 3 clusters Score -609456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -609457.562500 Penalty: 2742.398926
	Iteration 38Q: 3 clusters Score -609457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -609460.125000 Penalty: 2742.398926
	Iteration 39Q: 3 clusters Score -609460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -609462.562500 Penalty: 2742.398926
	Iteration 40F: 3 clusters Score -609462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -609463.750000 Penalty: 2742.398926
	Iteration 41Q: 3 clusters Score -609463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -609465.625000 Penalty: 2742.398926
	Iteration 42Q: 3 clusters Score -609465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -609466.500000 Penalty: 2742.398926
	Iteration 43Q: 3 clusters Score -609466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -609467.062500 Penalty: 2742.398926
	Iteration 44Q: 3 clusters Score -609467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -609469.125000 Penalty: 2742.398926
	Iteration 45Q: 3 clusters Score -609469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -609469.000000 Penalty: 2742.398926
	Iteration 46Q: 3 clusters Score -609469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -609469.500000 Penalty: 2742.398926
	Iteration 47Q: 3 clusters Score -609469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -609469.750000 Penalty: 2742.398926
	Iteration 48Q: 3 clusters Score -609469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -609469.750000 Penalty: 2742.398926
	Iteration 49F: 3 clusters Score -609469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -607079.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -607079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -603840.187500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -603840.2 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -604738.500000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -604738.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -604936.875000 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -604936.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -605068.250000 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -605068.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -605173.687500 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -605173.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -605267.312500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -605267.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -605337.937500 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -605337.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -605408.187500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -605408.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -605462.250000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -605462.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -605540.875000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -605540.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -605640.500000 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -605640.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -605767.875000 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -605767.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -605929.937500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -605929.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -606155.437500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -606155.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -606357.937500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -606357.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -606489.062500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -606489.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -606551.187500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -606551.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -606578.187500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -606578.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -606594.937500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -606594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -606599.250000 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -606599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -606602.125000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -606602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -606605.250000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -606605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -606605.375000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -606605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -606607.437500 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -606607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -606606.937500 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -606606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -606608.375000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -606608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -606608.375000 Penalty: 2675.716064
	Iteration 26F: 3 clusters Score -606608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -636260.625000 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -636260.6 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 2403 members 
Entering Unmasked Estep 
Score: -632464.812500 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -632464.8 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -633663.562500 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -633663.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -633956.125000 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -633956.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -634169.250000 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -634169.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -634344.000000 Penalty: 2756.643555
	Iteration 4F: 3 clusters Score -634344 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -634477.125000 Penalty: 2756.643555
	Iteration 5Q: 3 clusters Score -634477.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -634603.625000 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -634603.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -634742.000000 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -634742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -634858.312500 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -634858.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -634981.437500 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -634981.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -635079.750000 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -635079.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -635148.625000 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -635148.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -635188.937500 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -635188.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -635224.062500 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -635224.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -635265.000000 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -635265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -635306.000000 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -635306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -635334.750000 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -635334.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -635354.500000 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -635354.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -635374.937500 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -635374.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -635391.000000 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -635391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -635402.687500 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -635402.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -635416.000000 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -635416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -635426.312500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -635426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -635433.437500 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -635433.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -635438.312500 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -635438.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -635444.312500 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -635444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -635452.250000 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -635452.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -635464.375000 Penalty: 2756.643555
	Iteration 27Q: 3 clusters Score -635464.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -635470.812500 Penalty: 2756.643555
	Iteration 28Q: 3 clusters Score -635470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -635475.875000 Penalty: 2756.643555
	Iteration 29Q: 3 clusters Score -635475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -635480.062500 Penalty: 2756.643555
	Iteration 30Q: 3 clusters Score -635480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -635485.000000 Penalty: 2756.643555
	Iteration 31Q: 3 clusters Score -635485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -635492.562500 Penalty: 2756.643555
	Iteration 32Q: 3 clusters Score -635492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -635498.000000 Penalty: 2756.643555
	Iteration 33Q: 3 clusters Score -635498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -635509.625000 Penalty: 2756.643555
	Iteration 34Q: 3 clusters Score -635509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -635515.562500 Penalty: 2756.643555
	Iteration 35Q: 3 clusters Score -635515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -635520.687500 Penalty: 2756.643555
	Iteration 36Q: 3 clusters Score -635520.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -635525.375000 Penalty: 2756.643555
	Iteration 37Q: 3 clusters Score -635525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -635529.000000 Penalty: 2756.643555
	Iteration 38Q: 3 clusters Score -635529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -635534.312500 Penalty: 2756.643555
	Iteration 39Q: 3 clusters Score -635534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -635540.500000 Penalty: 2756.643555
	Iteration 40F: 3 clusters Score -635540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -635547.000000 Penalty: 2756.643555
	Iteration 41Q: 3 clusters Score -635547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -635556.375000 Penalty: 2756.643555
	Iteration 42Q: 3 clusters Score -635556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -635561.875000 Penalty: 2756.643555
	Iteration 43Q: 3 clusters Score -635561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -635564.812500 Penalty: 2756.643555
	Iteration 44Q: 3 clusters Score -635564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -635565.750000 Penalty: 2756.643555
	Iteration 45Q: 3 clusters Score -635565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -635568.312500 Penalty: 2756.643555
	Iteration 46Q: 3 clusters Score -635568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -635569.000000 Penalty: 2756.643555
	Iteration 47Q: 3 clusters Score -635569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -635569.875000 Penalty: 2756.643555
	Iteration 48Q: 3 clusters Score -635569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -635570.437500 Penalty: 2756.643555
	Iteration 49Q: 3 clusters Score -635570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -635570.250000 Penalty: 2756.643555
	Iteration 50Q: 3 clusters Score -635570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -635571.000000 Penalty: 2756.643555
	Iteration 51Q: 3 clusters Score -635571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -635571.812500 Penalty: 2756.643555
	Iteration 52Q: 3 clusters Score -635571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -635573.250000 Penalty: 2756.643555
	Iteration 53Q: 3 clusters Score -635573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -635573.250000 Penalty: 2756.643555
	Iteration 54F: 3 clusters Score -635573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54572.863281 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -54572.86 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 218 members 
Entering Unmasked Estep 
Score: -53582.000000 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -53582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53757.382812 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -53757.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53812.312500 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -53812.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53833.175781 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -53833.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53840.152344 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -53840.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53847.097656 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -53847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53853.144531 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -53853.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53853.144531 Penalty: 1972.989746
	Iteration 7F: 3 clusters Score -53853.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -22912.074219 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -22912.07 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 228 members 
Entering Unmasked Estep 
Score: -21938.708984 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -21938.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22155.361328 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -22155.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22233.617188 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -22233.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22273.125000 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -22273.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22307.447266 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -22307.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22343.812500 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -22343.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22371.677734 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -22371.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22385.757812 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -22385.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22397.958984 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -22397.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22399.593750 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -22399.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22399.593750 Penalty: 1971.485229
	Iteration 10F: 3 clusters Score -22399.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -78734.750000 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -78734.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77579.421875 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -77579.42 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77781.789062 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -77781.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77854.992188 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -77854.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77903.359375 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -77903.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77945.757812 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -77945.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77981.296875 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -77981.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78011.804688 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -78011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -78030.757812 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -78030.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -78057.632812 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -78057.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -78070.937500 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -78070.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -78079.101562 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -78079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -78081.226562 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -78081.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -78081.226562 Penalty: 2088.608643
	Iteration 12F: 3 clusters Score -78081.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -210982.281250 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -210982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209081.406250 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -209081.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209609.265625 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -209609.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209788.281250 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -209788.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -209920.265625 Penalty: 2432.602295
	Iteration 3F: 3 clusters Score -209920.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -210028.828125 Penalty: 2432.602295
	Iteration 4F: 3 clusters Score -210028.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210101.968750 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -210102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -210158.562500 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -210158.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -210208.906250 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -210208.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210275.453125 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -210275.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -210316.890625 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -210316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210342.609375 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -210342.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -210370.281250 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -210370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -210385.187500 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -210385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -210393.437500 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -210393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -210399.796875 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -210399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210407.484375 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -210407.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210413.406250 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -210413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210419.875000 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -210419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -210423.453125 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -210423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -210425.546875 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -210425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -210428.031250 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -210428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -210428.687500 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -210428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -210429.796875 Penalty: 2432.602295
	Iteration 22Q: 3 clusters Score -210429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -210430.171875 Penalty: 2432.602295
	Iteration 23Q: 3 clusters Score -210430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -210430.171875 Penalty: 2432.602295
	Iteration 24F: 3 clusters Score -210430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -102171.710938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -102171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100992.859375 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100992.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101205.671875 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -101205.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101300.195312 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -101300.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101358.656250 Penalty: 2133.711182
	Iteration 3F: 3 clusters Score -101358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101393.078125 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -101393.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101416.179688 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -101416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101437.250000 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -101437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101467.421875 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -101467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101477.023438 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -101477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101489.554688 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -101489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101497.406250 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -101497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101511.906250 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -101511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101531.179688 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -101531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101568.882812 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -101568.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101610.210938 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -101610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101643.195312 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -101643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101670.781250 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -101670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101690.046875 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -101690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101704.398438 Penalty: 2133.711182
	Iteration 18Q: 3 clusters Score -101704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101709.335938 Penalty: 2133.711182
	Iteration 19Q: 3 clusters Score -101709.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101709.335938 Penalty: 2133.711182
	Iteration 20F: 3 clusters Score -101709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -1191778.250000 Penalty: 1479.468994
	Iteration 0F: 2 clusters Score -1191778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1185319.625000 Penalty: 2958.937988
	Iteration 0F: 3 clusters Score -1185320 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1187267.625000 Penalty: 2958.937988
	Iteration 1F: 3 clusters Score -1187268 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1187513.500000 Penalty: 2958.937988
	Iteration 2F: 3 clusters Score -1187514 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1187834.500000 Penalty: 2958.937988
	Iteration 3F: 3 clusters Score -1187834 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1188226.250000 Penalty: 2958.937988
	Iteration 4F: 3 clusters Score -1188226 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1188773.875000 Penalty: 2958.937988
	Iteration 5F: 3 clusters Score -1188774 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1189370.875000 Penalty: 2958.937988
	Iteration 6F: 3 clusters Score -1189371 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1189851.250000 Penalty: 2958.937988
	Iteration 7F: 3 clusters Score -1189851 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1190278.750000 Penalty: 2958.937988
	Iteration 8F: 3 clusters Score -1190279 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1190575.000000 Penalty: 2958.937988
	Iteration 9Q: 3 clusters Score -1190575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1190795.000000 Penalty: 2958.937988
	Iteration 10Q: 3 clusters Score -1190795 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1190939.875000 Penalty: 2958.937988
	Iteration 11Q: 3 clusters Score -1190940 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1191005.500000 Penalty: 2958.937988
	Iteration 12Q: 3 clusters Score -1191006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1191036.125000 Penalty: 2958.937988
	Iteration 13Q: 3 clusters Score -1191036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1191059.250000 Penalty: 2958.937988
	Iteration 14Q: 3 clusters Score -1191059 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1191077.250000 Penalty: 2958.937988
	Iteration 15Q: 3 clusters Score -1191077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1191092.500000 Penalty: 2958.937988
	Iteration 16Q: 3 clusters Score -1191092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1191114.750000 Penalty: 2958.937988
	Iteration 17Q: 3 clusters Score -1191115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1191141.750000 Penalty: 2958.937988
	Iteration 18Q: 3 clusters Score -1191142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1191185.000000 Penalty: 2958.937988
	Iteration 19Q: 3 clusters Score -1191185 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1191261.625000 Penalty: 2958.937988
	Iteration 20F: 3 clusters Score -1191262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1191362.000000 Penalty: 2958.937988
	Iteration 21Q: 3 clusters Score -1191362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1191439.750000 Penalty: 2958.937988
	Iteration 22Q: 3 clusters Score -1191440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1191493.625000 Penalty: 2958.937988
	Iteration 23Q: 3 clusters Score -1191494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1191533.875000 Penalty: 2958.937988
	Iteration 24Q: 3 clusters Score -1191534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1191547.750000 Penalty: 2958.937988
	Iteration 25Q: 3 clusters Score -1191548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1191562.750000 Penalty: 2958.937988
	Iteration 26Q: 3 clusters Score -1191563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1191568.750000 Penalty: 2958.937988
	Iteration 27Q: 3 clusters Score -1191569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1191571.625000 Penalty: 2958.937988
	Iteration 28Q: 3 clusters Score -1191572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1191576.000000 Penalty: 2958.937988
	Iteration 29Q: 3 clusters Score -1191576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1191576.250000 Penalty: 2958.937988
	Iteration 30Q: 3 clusters Score -1191576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1191575.875000 Penalty: 2958.937988
	Iteration 31Q: 3 clusters Score -1191576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1191580.250000 Penalty: 2958.937988
	Iteration 32Q: 3 clusters Score -1191580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1191579.625000 Penalty: 2958.937988
	Iteration 33Q: 3 clusters Score -1191580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1191584.750000 Penalty: 2958.937988
	Iteration 34Q: 3 clusters Score -1191585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1191588.875000 Penalty: 2958.937988
	Iteration 35Q: 3 clusters Score -1191589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1191586.875000 Penalty: 2958.937988
	Iteration 36Q: 3 clusters Score -1191587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1191587.125000 Penalty: 2958.937988
	Iteration 37Q: 3 clusters Score -1191587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1191586.625000 Penalty: 2958.937988
	Iteration 38Q: 3 clusters Score -1191587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1191586.625000 Penalty: 2958.937988
	Iteration 39F: 3 clusters Score -1191587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -36595.726562 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -36595.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35744.156250 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -35744.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35837.085938 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -35837.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35855.218750 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -35855.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35869.187500 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -35869.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35889.238281 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -35889.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35893.156250 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -35893.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35897.011719 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -35897.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35899.414062 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -35899.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35899.414062 Penalty: 1849.366821
	Iteration 8F: 3 clusters Score -35899.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -125114.898438 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -125114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -123687.585938 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -123687.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123997.343750 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -123997.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124123.445312 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -124123.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124218.398438 Penalty: 2235.456055
	Iteration 3F: 3 clusters Score -124218.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124277.195312 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -124277.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124316.335938 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -124316.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124355.007812 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -124355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124366.164062 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -124366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124372.476562 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -124372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124378.546875 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -124378.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124384.625000 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -124384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124388.343750 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -124388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124392.359375 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -124392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124395.148438 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -124395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124398.273438 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -124398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124399.085938 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -124399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124399.085938 Penalty: 2235.456055
	Iteration 16F: 3 clusters Score -124399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -159926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -158498.203125 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -158498.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -158763.250000 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -158763.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158825.921875 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -158825.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -158855.046875 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -158855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -158871.609375 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -158871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158881.781250 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -158881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -158888.609375 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -158888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158894.500000 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -158894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158902.593750 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -158902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158909.703125 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -158909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -158910.890625 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -158910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -158913.093750 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -158913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -158917.187500 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -158917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -158920.765625 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -158920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -158925.562500 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -158925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -158928.203125 Penalty: 2241.425537
	Iteration 15Q: 3 clusters Score -158928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -158928.203125 Penalty: 2241.425537
	Iteration 16F: 3 clusters Score -158928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -363539.687500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -363539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -360911.687500 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -360911.7 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361550.281250 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -361550.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361718.875000 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -361718.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -361798.656250 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -361798.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361847.312500 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -361847.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361884.906250 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -361884.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361923.250000 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -361923.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361961.312500 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -361961.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361998.062500 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -361998.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -362039.343750 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -362039.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -362094.093750 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -362094.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -362142.406250 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -362142.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362194.531250 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -362194.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -362235.968750 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -362236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -362267.250000 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -362267.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -362291.906250 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -362291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -362313.625000 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -362313.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -362327.406250 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -362327.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -362339.875000 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -362339.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -362355.718750 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -362355.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -362370.843750 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -362370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -362379.437500 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -362379.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362395.687500 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -362395.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -362406.843750 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -362406.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -362419.843750 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -362419.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -362433.937500 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -362433.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -362445.093750 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -362445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -362451.656250 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -362451.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -362460.406250 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -362460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -362466.562500 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -362466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -362471.687500 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -362471.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -362476.156250 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -362476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -362480.937500 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -362480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -362486.937500 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -362486.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362496.812500 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -362496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362505.687500 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -362505.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362517.468750 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -362517.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -362527.968750 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -362528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -362533.500000 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -362533.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -362542.468750 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -362542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -362549.843750 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -362549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -362554.000000 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -362554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -362557.031250 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -362557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -362559.906250 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -362559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -362563.562500 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -362563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -362563.937500 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -362563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -362565.062500 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -362565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -362565.406250 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -362565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -362567.093750 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -362567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -362568.000000 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -362568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -362569.625000 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -362569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -362570.906250 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -362570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -362571.531250 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -362571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -362573.125000 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -362573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -362574.281250 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -362574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -362575.125000 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -362575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -362576.187500 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -362576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -362577.062500 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -362577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -362577.062500 Penalty: 2585.056885
	Iteration 58F: 3 clusters Score -362577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -223851.937500 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -223851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221961.140625 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -221961.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222368.750000 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -222368.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -222460.765625 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -222460.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -222522.906250 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -222522.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -222587.625000 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -222587.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -222655.203125 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -222655.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -222747.281250 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -222747.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222846.296875 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -222846.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222917.328125 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -222917.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -222997.000000 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -222997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -223064.343750 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -223064.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223111.562500 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -223111.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223156.421875 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -223156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -223189.718750 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -223189.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -223215.562500 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -223215.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -223238.453125 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -223238.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -223264.750000 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -223264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -223271.265625 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -223271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223280.031250 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -223280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223293.828125 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -223293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223309.390625 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -223309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223321.046875 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -223321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223330.234375 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -223330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223337.484375 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -223337.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -223350.671875 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -223350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -223357.312500 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -223357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -223366.562500 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -223366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223378.484375 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -223378.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223390.546875 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -223390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223405.937500 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -223405.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -223427.375000 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -223427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223444.250000 Penalty: 2418.429199
	Iteration 31Q: 3 clusters Score -223444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -223457.437500 Penalty: 2418.429199
	Iteration 32Q: 3 clusters Score -223457.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223467.984375 Penalty: 2418.429199
	Iteration 33Q: 3 clusters Score -223468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223481.328125 Penalty: 2418.429199
	Iteration 34Q: 3 clusters Score -223481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -223494.859375 Penalty: 2418.429199
	Iteration 35Q: 3 clusters Score -223494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -223507.343750 Penalty: 2418.429199
	Iteration 36Q: 3 clusters Score -223507.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -223516.187500 Penalty: 2418.429199
	Iteration 37Q: 3 clusters Score -223516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223520.375000 Penalty: 2418.429199
	Iteration 38Q: 3 clusters Score -223520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -223524.578125 Penalty: 2418.429199
	Iteration 39Q: 3 clusters Score -223524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -223528.421875 Penalty: 2418.429199
	Iteration 40F: 3 clusters Score -223528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -223530.828125 Penalty: 2418.429199
	Iteration 41Q: 3 clusters Score -223530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223530.968750 Penalty: 2418.429199
	Iteration 42Q: 3 clusters Score -223531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223530.968750 Penalty: 2418.429199
	Iteration 43F: 3 clusters Score -223531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -590580.937500 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -590580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -586859.750000 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -586859.8 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -587919.187500 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -587919.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -588120.375000 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -588120.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -588301.500000 Penalty: 2740.069092
	Iteration 3F: 3 clusters Score -588301.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -588471.625000 Penalty: 2740.069092
	Iteration 4F: 3 clusters Score -588471.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -588620.000000 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -588620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -588737.125000 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -588737.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -588824.875000 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -588824.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -588892.062500 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -588892.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -588957.062500 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -588957.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589013.000000 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -589013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589042.250000 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -589042.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -589066.812500 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -589066.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -589081.875000 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -589081.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -589097.687500 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -589097.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -589120.500000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -589120.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -589140.437500 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -589140.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -589156.812500 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -589156.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -589176.250000 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -589176.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -589198.687500 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -589198.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -589211.375000 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -589211.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -589220.375000 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -589220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -589224.312500 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -589224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -589229.000000 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -589229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -589234.000000 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -589234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -589239.125000 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -589239.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -589242.062500 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -589242.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -589244.250000 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -589244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -589247.875000 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -589247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -589250.062500 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -589250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -589252.250000 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -589252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -589254.312500 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -589254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -589255.250000 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -589255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -589255.500000 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -589255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -589255.812500 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -589255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -589256.000000 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -589256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -589257.750000 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -589257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -589256.625000 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -589256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -589257.750000 Penalty: 2740.069092
	Iteration 38Q: 3 clusters Score -589257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -589258.000000 Penalty: 2740.069092
	Iteration 39Q: 3 clusters Score -589258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -589260.250000 Penalty: 2740.069092
	Iteration 40F: 3 clusters Score -589260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -589261.375000 Penalty: 2740.069092
	Iteration 41Q: 3 clusters Score -589261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -589261.125000 Penalty: 2740.069092
	Iteration 42Q: 3 clusters Score -589261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -589261.812500 Penalty: 2740.069092
	Iteration 43Q: 3 clusters Score -589261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -589261.687500 Penalty: 2740.069092
	Iteration 44Q: 3 clusters Score -589261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -589261.812500 Penalty: 2740.069092
	Iteration 45Q: 3 clusters Score -589261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -589263.375000 Penalty: 2740.069092
	Iteration 46Q: 3 clusters Score -589263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -589263.187500 Penalty: 2740.069092
	Iteration 47Q: 3 clusters Score -589263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -589264.437500 Penalty: 2740.069092
	Iteration 48Q: 3 clusters Score -589264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -589264.250000 Penalty: 2740.069092
	Iteration 49Q: 3 clusters Score -589264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589265.375000 Penalty: 2740.069092
	Iteration 50Q: 3 clusters Score -589265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589265.375000 Penalty: 2740.069092
	Iteration 51F: 3 clusters Score -589265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -39181.761719 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -39181.76 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 180 members 
Entering Unmasked Estep 
Score: -38284.226562 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -38284.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38439.160156 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -38439.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38473.933594 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -38473.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38494.226562 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -38494.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38514.824219 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -38514.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38545.460938 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -38545.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38581.664062 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -38581.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38597.054688 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -38597.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38601.988281 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -38601.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38609.585938 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -38609.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38609.585938 Penalty: 1905.680176
	Iteration 10F: 3 clusters Score -38609.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -20965.828125 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -20965.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20087.955078 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -20087.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20215.625000 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -20215.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20271.542969 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -20271.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20317.683594 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -20317.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20341.072266 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -20341.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20351.732422 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -20351.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20355.324219 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -20355.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20355.851562 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -20355.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20355.851562 Penalty: 1831.306519
	Iteration 8F: 3 clusters Score -20355.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -862629.750000 Penalty: 1432.618164
	Iteration 0F: 2 clusters Score -862629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -857582.250000 Penalty: 2865.236328
	Iteration 0F: 3 clusters Score -857582.2 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -859208.812500 Penalty: 2865.236328
	Iteration 1F: 3 clusters Score -859208.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -859457.187500 Penalty: 2865.236328
	Iteration 2F: 3 clusters Score -859457.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -859622.937500 Penalty: 2865.236328
	Iteration 3F: 3 clusters Score -859622.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -859749.312500 Penalty: 2865.236328
	Iteration 4Q: 3 clusters Score -859749.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -859871.062500 Penalty: 2865.236328
	Iteration 5Q: 3 clusters Score -859871.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -859996.062500 Penalty: 2865.236328
	Iteration 6Q: 3 clusters Score -859996.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -860110.312500 Penalty: 2865.236328
	Iteration 7Q: 3 clusters Score -860110.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -860228.687500 Penalty: 2865.236328
	Iteration 8Q: 3 clusters Score -860228.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -860320.062500 Penalty: 2865.236328
	Iteration 9Q: 3 clusters Score -860320.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -860399.875000 Penalty: 2865.236328
	Iteration 10Q: 3 clusters Score -860399.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -860470.687500 Penalty: 2865.236328
	Iteration 11Q: 3 clusters Score -860470.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -860536.937500 Penalty: 2865.236328
	Iteration 12Q: 3 clusters Score -860536.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -860604.687500 Penalty: 2865.236328
	Iteration 13Q: 3 clusters Score -860604.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -860656.375000 Penalty: 2865.236328
	Iteration 14Q: 3 clusters Score -860656.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -860698.437500 Penalty: 2865.236328
	Iteration 15Q: 3 clusters Score -860698.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -860734.000000 Penalty: 2865.236328
	Iteration 16Q: 3 clusters Score -860734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -860764.187500 Penalty: 2865.236328
	Iteration 17Q: 3 clusters Score -860764.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -860783.125000 Penalty: 2865.236328
	Iteration 18Q: 3 clusters Score -860783.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -860800.687500 Penalty: 2865.236328
	Iteration 19Q: 3 clusters Score -860800.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -860818.437500 Penalty: 2865.236328
	Iteration 20F: 3 clusters Score -860818.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -860830.937500 Penalty: 2865.236328
	Iteration 21Q: 3 clusters Score -860830.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -860845.000000 Penalty: 2865.236328
	Iteration 22Q: 3 clusters Score -860845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -860854.062500 Penalty: 2865.236328
	Iteration 23Q: 3 clusters Score -860854.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -860858.250000 Penalty: 2865.236328
	Iteration 24Q: 3 clusters Score -860858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -860863.750000 Penalty: 2865.236328
	Iteration 25Q: 3 clusters Score -860863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -860869.937500 Penalty: 2865.236328
	Iteration 26Q: 3 clusters Score -860869.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -860876.625000 Penalty: 2865.236328
	Iteration 27Q: 3 clusters Score -860876.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -860882.812500 Penalty: 2865.236328
	Iteration 28Q: 3 clusters Score -860882.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -860887.687500 Penalty: 2865.236328
	Iteration 29Q: 3 clusters Score -860887.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -860894.437500 Penalty: 2865.236328
	Iteration 30Q: 3 clusters Score -860894.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -860895.500000 Penalty: 2865.236328
	Iteration 31Q: 3 clusters Score -860895.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -860900.125000 Penalty: 2865.236328
	Iteration 32Q: 3 clusters Score -860900.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -860905.000000 Penalty: 2865.236328
	Iteration 33Q: 3 clusters Score -860905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -860905.187500 Penalty: 2865.236328
	Iteration 34Q: 3 clusters Score -860905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -860910.062500 Penalty: 2865.236328
	Iteration 35Q: 3 clusters Score -860910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -860909.875000 Penalty: 2865.236328
	Iteration 36Q: 3 clusters Score -860909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -860915.000000 Penalty: 2865.236328
	Iteration 37Q: 3 clusters Score -860915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -860913.062500 Penalty: 2865.236328
	Iteration 38Q: 3 clusters Score -860913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -860916.687500 Penalty: 2865.236328
	Iteration 39Q: 3 clusters Score -860916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -860917.250000 Penalty: 2865.236328
	Iteration 40F: 3 clusters Score -860917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -860917.062500 Penalty: 2865.236328
	Iteration 41Q: 3 clusters Score -860917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -860916.437500 Penalty: 2865.236328
	Iteration 42Q: 3 clusters Score -860916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -860917.500000 Penalty: 2865.236328
	Iteration 43Q: 3 clusters Score -860917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -860917.875000 Penalty: 2865.236328
	Iteration 44Q: 3 clusters Score -860917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -860918.437500 Penalty: 2865.236328
	Iteration 45Q: 3 clusters Score -860918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -860918.187500 Penalty: 2865.236328
	Iteration 46Q: 3 clusters Score -860918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -860918.812500 Penalty: 2865.236328
	Iteration 47Q: 3 clusters Score -860918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -860920.375000 Penalty: 2865.236328
	Iteration 48Q: 3 clusters Score -860920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -860921.437500 Penalty: 2865.236328
	Iteration 49Q: 3 clusters Score -860921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -860921.562500 Penalty: 2865.236328
	Iteration 50Q: 3 clusters Score -860921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -860919.875000 Penalty: 2865.236328
	Iteration 51Q: 3 clusters Score -860919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -860921.125000 Penalty: 2865.236328
	Iteration 52Q: 3 clusters Score -860921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -860922.937500 Penalty: 2865.236328
	Iteration 53Q: 3 clusters Score -860922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -860922.937500 Penalty: 2865.236328
	Iteration 54F: 3 clusters Score -860922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -204300.593750 Penalty: 1191.510010
	Iteration 0F: 2 clusters Score -204300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202502.796875 Penalty: 2383.020020
	Iteration 0F: 3 clusters Score -202502.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202850.343750 Penalty: 2383.020020
	Iteration 1F: 3 clusters Score -202850.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202927.187500 Penalty: 2383.020020
	Iteration 2F: 3 clusters Score -202927.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202973.625000 Penalty: 2383.020020
	Iteration 3Q: 3 clusters Score -202973.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202999.921875 Penalty: 2383.020020
	Iteration 4Q: 3 clusters Score -202999.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -203015.156250 Penalty: 2383.020020
	Iteration 5Q: 3 clusters Score -203015.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203024.281250 Penalty: 2383.020020
	Iteration 6Q: 3 clusters Score -203024.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -203029.968750 Penalty: 2383.020020
	Iteration 7Q: 3 clusters Score -203030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -203035.390625 Penalty: 2383.020020
	Iteration 8Q: 3 clusters Score -203035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -203045.031250 Penalty: 2383.020020
	Iteration 9Q: 3 clusters Score -203045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203048.312500 Penalty: 2383.020020
	Iteration 10Q: 3 clusters Score -203048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -203052.687500 Penalty: 2383.020020
	Iteration 11Q: 3 clusters Score -203052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -203056.078125 Penalty: 2383.020020
	Iteration 12Q: 3 clusters Score -203056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -203057.421875 Penalty: 2383.020020
	Iteration 13Q: 3 clusters Score -203057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -203058.109375 Penalty: 2383.020020
	Iteration 14Q: 3 clusters Score -203058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -203059.468750 Penalty: 2383.020020
	Iteration 15Q: 3 clusters Score -203059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -203062.437500 Penalty: 2383.020020
	Iteration 16Q: 3 clusters Score -203062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -203063.531250 Penalty: 2383.020020
	Iteration 17Q: 3 clusters Score -203063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203064.140625 Penalty: 2383.020020
	Iteration 18Q: 3 clusters Score -203064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203064.140625 Penalty: 2383.020020
	Iteration 19F: 3 clusters Score -203064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (12105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Entering Unmasked Estep 
Score: -1570356.625000 Penalty: 1527.723267
	Iteration 0F: 2 clusters Score -1570357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1561800.375000 Penalty: 3055.446533
	Iteration 0F: 3 clusters Score -1561800 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1564686.125000 Penalty: 3055.446533
	Iteration 1F: 3 clusters Score -1564686 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1565044.875000 Penalty: 3055.446533
	Iteration 2F: 3 clusters Score -1565045 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1565497.750000 Penalty: 3055.446533
	Iteration 3F: 3 clusters Score -1565498 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1566069.250000 Penalty: 3055.446533
	Iteration 4F: 3 clusters Score -1566069 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1566683.375000 Penalty: 3055.446533
	Iteration 5F: 3 clusters Score -1566683 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1567218.500000 Penalty: 3055.446533
	Iteration 6F: 3 clusters Score -1567218 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1567635.875000 Penalty: 3055.446533
	Iteration 7F: 3 clusters Score -1567636 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1567926.625000 Penalty: 3055.446533
	Iteration 8Q: 3 clusters Score -1567927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1568127.875000 Penalty: 3055.446533
	Iteration 9Q: 3 clusters Score -1568128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1568301.875000 Penalty: 3055.446533
	Iteration 10Q: 3 clusters Score -1568302 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1568457.375000 Penalty: 3055.446533
	Iteration 11Q: 3 clusters Score -1568457 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1568560.625000 Penalty: 3055.446533
	Iteration 12Q: 3 clusters Score -1568561 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1568638.500000 Penalty: 3055.446533
	Iteration 13Q: 3 clusters Score -1568638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1568718.750000 Penalty: 3055.446533
	Iteration 14Q: 3 clusters Score -1568719 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1568817.500000 Penalty: 3055.446533
	Iteration 15Q: 3 clusters Score -1568818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1568902.500000 Penalty: 3055.446533
	Iteration 16Q: 3 clusters Score -1568902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1568978.125000 Penalty: 3055.446533
	Iteration 17Q: 3 clusters Score -1568978 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1569030.625000 Penalty: 3055.446533
	Iteration 18Q: 3 clusters Score -1569031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1569071.875000 Penalty: 3055.446533
	Iteration 19Q: 3 clusters Score -1569072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1569114.125000 Penalty: 3055.446533
	Iteration 20F: 3 clusters Score -1569114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1569138.750000 Penalty: 3055.446533
	Iteration 21Q: 3 clusters Score -1569139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1569177.000000 Penalty: 3055.446533
	Iteration 22Q: 3 clusters Score -1569177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1569197.125000 Penalty: 3055.446533
	Iteration 23Q: 3 clusters Score -1569197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1569216.000000 Penalty: 3055.446533
	Iteration 24Q: 3 clusters Score -1569216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1569241.250000 Penalty: 3055.446533
	Iteration 25Q: 3 clusters Score -1569241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1569264.000000 Penalty: 3055.446533
	Iteration 26Q: 3 clusters Score -1569264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1569288.125000 Penalty: 3055.446533
	Iteration 27Q: 3 clusters Score -1569288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1569317.375000 Penalty: 3055.446533
	Iteration 28Q: 3 clusters Score -1569317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1569346.250000 Penalty: 3055.446533
	Iteration 29Q: 3 clusters Score -1569346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1569368.000000 Penalty: 3055.446533
	Iteration 30Q: 3 clusters Score -1569368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1569393.375000 Penalty: 3055.446533
	Iteration 31Q: 3 clusters Score -1569393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1569406.000000 Penalty: 3055.446533
	Iteration 32Q: 3 clusters Score -1569406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1569421.625000 Penalty: 3055.446533
	Iteration 33Q: 3 clusters Score -1569422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1569432.125000 Penalty: 3055.446533
	Iteration 34Q: 3 clusters Score -1569432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1569443.250000 Penalty: 3055.446533
	Iteration 35Q: 3 clusters Score -1569443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1569458.500000 Penalty: 3055.446533
	Iteration 36Q: 3 clusters Score -1569458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1569466.125000 Penalty: 3055.446533
	Iteration 37Q: 3 clusters Score -1569466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1569478.125000 Penalty: 3055.446533
	Iteration 38Q: 3 clusters Score -1569478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1569480.875000 Penalty: 3055.446533
	Iteration 39Q: 3 clusters Score -1569481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1569485.000000 Penalty: 3055.446533
	Iteration 40F: 3 clusters Score -1569485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1569491.875000 Penalty: 3055.446533
	Iteration 41Q: 3 clusters Score -1569492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1569502.875000 Penalty: 3055.446533
	Iteration 42Q: 3 clusters Score -1569503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1569507.875000 Penalty: 3055.446533
	Iteration 43Q: 3 clusters Score -1569508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1569513.500000 Penalty: 3055.446533
	Iteration 44Q: 3 clusters Score -1569514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1569514.750000 Penalty: 3055.446533
	Iteration 45Q: 3 clusters Score -1569515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1569518.375000 Penalty: 3055.446533
	Iteration 46Q: 3 clusters Score -1569518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1569523.125000 Penalty: 3055.446533
	Iteration 47Q: 3 clusters Score -1569523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1569529.375000 Penalty: 3055.446533
	Iteration 48Q: 3 clusters Score -1569529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1569528.125000 Penalty: 3055.446533
	Iteration 49Q: 3 clusters Score -1569528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1569532.125000 Penalty: 3055.446533
	Iteration 50Q: 3 clusters Score -1569532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1569534.500000 Penalty: 3055.446533
	Iteration 51Q: 3 clusters Score -1569534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1569535.375000 Penalty: 3055.446533
	Iteration 52Q: 3 clusters Score -1569535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1569534.750000 Penalty: 3055.446533
	Iteration 53Q: 3 clusters Score -1569535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1569533.875000 Penalty: 3055.446533
	Iteration 54Q: 3 clusters Score -1569534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1569535.375000 Penalty: 3055.446533
	Iteration 55Q: 3 clusters Score -1569535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1569533.250000 Penalty: 3055.446533
	Iteration 56Q: 3 clusters Score -1569533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1569538.000000 Penalty: 3055.446533
	Iteration 57Q: 3 clusters Score -1569538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1569540.375000 Penalty: 3055.446533
	Iteration 58Q: 3 clusters Score -1569540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1569543.625000 Penalty: 3055.446533
	Iteration 59Q: 3 clusters Score -1569544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1569544.000000 Penalty: 3055.446533
	Iteration 60F: 3 clusters Score -1569544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1569545.250000 Penalty: 3055.446533
	Iteration 61Q: 3 clusters Score -1569545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1569550.375000 Penalty: 3055.446533
	Iteration 62Q: 3 clusters Score -1569550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1569554.000000 Penalty: 3055.446533
	Iteration 63Q: 3 clusters Score -1569554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1569553.375000 Penalty: 3055.446533
	Iteration 64Q: 3 clusters Score -1569553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1569557.500000 Penalty: 3055.446533
	Iteration 65Q: 3 clusters Score -1569558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1569558.125000 Penalty: 3055.446533
	Iteration 66Q: 3 clusters Score -1569558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1569561.250000 Penalty: 3055.446533
	Iteration 67Q: 3 clusters Score -1569561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1569563.500000 Penalty: 3055.446533
	Iteration 68Q: 3 clusters Score -1569564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1569565.750000 Penalty: 3055.446533
	Iteration 69Q: 3 clusters Score -1569566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1569563.875000 Penalty: 3055.446533
	Iteration 70Q: 3 clusters Score -1569564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1569567.875000 Penalty: 3055.446533
	Iteration 71Q: 3 clusters Score -1569568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1569565.500000 Penalty: 3055.446533
	Iteration 72Q: 3 clusters Score -1569566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1569568.125000 Penalty: 3055.446533
	Iteration 73Q: 3 clusters Score -1569568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1569570.375000 Penalty: 3055.446533
	Iteration 74Q: 3 clusters Score -1569570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1569572.250000 Penalty: 3055.446533
	Iteration 75Q: 3 clusters Score -1569572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1569574.125000 Penalty: 3055.446533
	Iteration 76Q: 3 clusters Score -1569574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1569573.250000 Penalty: 3055.446533
	Iteration 77Q: 3 clusters Score -1569573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1569579.250000 Penalty: 3055.446533
	Iteration 78Q: 3 clusters Score -1569579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1569579.625000 Penalty: 3055.446533
	Iteration 79Q: 3 clusters Score -1569580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1569579.625000 Penalty: 3055.446533
	Iteration 80F: 3 clusters Score -1569580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1569584.625000 Penalty: 3055.446533
	Iteration 81Q: 3 clusters Score -1569585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1569587.125000 Penalty: 3055.446533
	Iteration 82Q: 3 clusters Score -1569587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1569587.000000 Penalty: 3055.446533
	Iteration 83Q: 3 clusters Score -1569587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1569593.875000 Penalty: 3055.446533
	Iteration 84Q: 3 clusters Score -1569594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1569594.000000 Penalty: 3055.446533
	Iteration 85Q: 3 clusters Score -1569594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1569599.250000 Penalty: 3055.446533
	Iteration 86Q: 3 clusters Score -1569599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1569601.500000 Penalty: 3055.446533
	Iteration 87Q: 3 clusters Score -1569602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1569607.750000 Penalty: 3055.446533
	Iteration 88Q: 3 clusters Score -1569608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1569613.625000 Penalty: 3055.446533
	Iteration 89Q: 3 clusters Score -1569614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1569616.000000 Penalty: 3055.446533
	Iteration 90Q: 3 clusters Score -1569616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1569615.125000 Penalty: 3055.446533
	Iteration 91Q: 3 clusters Score -1569615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1569620.000000 Penalty: 3055.446533
	Iteration 92Q: 3 clusters Score -1569620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1569620.250000 Penalty: 3055.446533
	Iteration 93Q: 3 clusters Score -1569620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1569618.000000 Penalty: 3055.446533
	Iteration 94Q: 3 clusters Score -1569618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1569618.000000 Penalty: 3055.446533
	Iteration 95F: 3 clusters Score -1569618 nChanged 0
--- Evaluating fit on full set of 1592208 points ---
Entering Unmasked Estep 
Score: -206878320.000000 Penalty: 185648.218750
24->81 Clusters: Score -206878320.000000, best is -206888752.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 530736 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 21905 members 
Mstep: Class 4 contains 22464 members 
Mstep: Class 5 contains 22256 members 
Mstep: Class 6 contains 22089 members 
Mstep: Class 7 contains 22011 members 
Mstep: Class 8 contains 21941 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 22049 members 
Mstep: Class 11 contains 21995 members 
Mstep: Class 12 contains 22077 members 
Mstep: Class 13 contains 22151 members 
Mstep: Class 14 contains 22364 members 
Mstep: Class 15 contains 22041 members 
Mstep: Class 16 contains 22210 members 
Mstep: Class 17 contains 22063 members 
Mstep: Class 18 contains 22228 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 22276 members 
Mstep: Class 21 contains 21929 members 
Mstep: Class 22 contains 22047 members 
Mstep: Class 23 contains 21994 members 
Mstep: Class 24 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 664.854004 but Gain 2142.078125
Score: -60601648.000000 Penalty: 49267.800781
Iteration 0F: 24 clusters Score -6.060165e+07 nChanged 508685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1624 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 400743 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 74729 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 1251 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 769 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1775.714233 but Gain 2142.078125
Score: -66474804.000000 Penalty: 47125.722656
Iteration 1F: 23 clusters Score -6.64748e+07 nChanged 115207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1288 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 12471 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 362444 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 94821 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 15281 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -67043884.000000 Penalty: 47125.722656
Iteration 2F: 23 clusters Score -6.704388e+07 nChanged 92508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 314638 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 113828 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 28040 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 5578 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 4040 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 5949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -67445872.000000 Penalty: 47125.722656
Iteration 3F: 23 clusters Score -6.744587e+07 nChanged 85947
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 23099 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 7737 members 
Mstep: Class 7 contains 272646 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 114698 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 57056 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 8902 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 818 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 23 contains 6984 members 
Mstep: Class 24 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -67762064.000000 Penalty: 47125.722656
Iteration 4F: 23 clusters Score -6.776206e+07 nChanged 79450
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 4 contains 23013 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 8283 members 
Mstep: Class 7 contains 232618 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 107255 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 98427 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 12490 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 23 contains 5871 members 
Mstep: Class 24 contains 10128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68073744.000000 Penalty: 47125.722656
Iteration 5F: 23 clusters Score -6.807374e+07 nChanged 37146
Entering Unmasked Mstep 
Mstep: Class 0 contains 768 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 21575 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 7 contains 223637 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 101631 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 109348 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 3719 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 23 contains 5166 members 
Mstep: Class 24 contains 11009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68259336.000000 Penalty: 47125.722656
Iteration 6F: 23 clusters Score -6.825934e+07 nChanged 28195
Entering Unmasked Mstep 
Mstep: Class 0 contains 692 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 17424 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 8402 members 
Mstep: Class 7 contains 218000 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 101240 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 110681 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 15103 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 11298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68346976.000000 Penalty: 47125.722656
Iteration 7F: 23 clusters Score -6.834698e+07 nChanged 21943
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 19351 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 208468 members 
Mstep: Class 8 contains 5512 members 
Mstep: Class 9 contains 107419 members 
Mstep: Class 11 contains 1349 members 
Mstep: Class 12 contains 109674 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 15586 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 3656 members 
Mstep: Class 21 contains 3411 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68389472.000000 Penalty: 47125.722656
Iteration 8Q: 23 clusters Score -6.838947e+07 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 20108 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 199610 members 
Mstep: Class 8 contains 5634 members 
Mstep: Class 9 contains 114672 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 107564 members 
Mstep: Class 13 contains 7068 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 10770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68420528.000000 Penalty: 47125.722656
Iteration 9Q: 23 clusters Score -6.842053e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 10706 members 
Mstep: Class 7 contains 192414 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 120863 members 
Mstep: Class 11 contains 1459 members 
Mstep: Class 12 contains 105039 members 
Mstep: Class 13 contains 6951 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 16155 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 3042 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68445888.000000 Penalty: 47125.722656
Iteration 10Q: 23 clusters Score -6.844589e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 599 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 20759 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 11396 members 
Mstep: Class 7 contains 186865 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 9 contains 125791 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 102287 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 1673 members 
Mstep: Class 15 contains 16314 members 
Mstep: Class 16 contains 1136 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 12749 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 23 contains 8267 members 
Mstep: Class 24 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68466312.000000 Penalty: 47125.722656
Iteration 11Q: 23 clusters Score -6.846631e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 601 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 20895 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 182672 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 129659 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 99592 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 16405 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 14911 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 23 contains 8798 members 
Mstep: Class 24 contains 9748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68483448.000000 Penalty: 47125.722656
Iteration 12Q: 23 clusters Score -6.848345e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 20962 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 179897 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 132239 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 97205 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 16498 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 16701 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68494424.000000 Penalty: 47125.722656
Iteration 13Q: 23 clusters Score -6.849442e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 604 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 20987 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 178117 members 
Mstep: Class 8 contains 6226 members 
Mstep: Class 9 contains 133843 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 95144 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 16567 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 18190 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68502744.000000 Penalty: 47125.722656
Iteration 14Q: 23 clusters Score -6.850274e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 4 contains 20982 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 177043 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 134797 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 93588 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 1519 members 
Mstep: Class 15 contains 16620 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 19355 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 23 contains 10460 members 
Mstep: Class 24 contains 8961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68508328.000000 Penalty: 47125.722656
Iteration 15Q: 23 clusters Score -6.850833e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 20970 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 13163 members 
Mstep: Class 7 contains 176378 members 
Mstep: Class 8 contains 6321 members 
Mstep: Class 9 contains 135392 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 92429 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 16657 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 18 contains 20225 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 8733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68512320.000000 Penalty: 47125.722656
Iteration 16Q: 23 clusters Score -6.851232e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 20979 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 175988 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 135726 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 91530 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 15 contains 16697 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 23 contains 11021 members 
Mstep: Class 24 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68514896.000000 Penalty: 47125.722656
Iteration 17Q: 23 clusters Score -6.85149e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 13546 members 
Mstep: Class 7 contains 175748 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 135945 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 90882 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 1518 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 21387 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 23 contains 11220 members 
Mstep: Class 24 contains 8346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68516496.000000 Penalty: 47125.722656
Iteration 18Q: 23 clusters Score -6.85165e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 1222 members 
Mstep: Class 4 contains 20986 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 175588 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 136067 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 90437 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 15 contains 16762 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 21684 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 23 contains 11388 members 
Mstep: Class 24 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68517472.000000 Penalty: 47125.722656
Iteration 19Q: 23 clusters Score -6.851747e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 1222 members 
Mstep: Class 4 contains 20982 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 175540 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 9 contains 136081 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 90095 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 1519 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 1022 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 21892 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 23 contains 11536 members 
Mstep: Class 24 contains 8066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68520688.000000 Penalty: 47125.722656
Iteration 20F: 23 clusters Score -6.852069e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 4 contains 20978 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 175518 members 
Mstep: Class 8 contains 6382 members 
Mstep: Class 9 contains 136066 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 89610 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 16802 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 22161 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 23 contains 11805 members 
Mstep: Class 24 contains 7985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68523656.000000 Penalty: 47125.722656
Iteration 21Q: 23 clusters Score -6.852366e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 526 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 4 contains 20986 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 13966 members 
Mstep: Class 7 contains 175483 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 136102 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 89221 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16823 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 22354 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 23 contains 12020 members 
Mstep: Class 24 contains 7937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68525312.000000 Penalty: 47125.722656
Iteration 22Q: 23 clusters Score -6.852531e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 526 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 1219 members 
Mstep: Class 4 contains 20998 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 14017 members 
Mstep: Class 7 contains 175464 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 136129 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 12 contains 88919 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16842 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 22487 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 7887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68525952.000000 Penalty: 47125.722656
Iteration 23Q: 23 clusters Score -6.852595e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 526 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21000 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 175467 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 136141 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88694 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 22564 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 3639 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 23 contains 12360 members 
Mstep: Class 24 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68526416.000000 Penalty: 47125.722656
Iteration 24Q: 23 clusters Score -6.852642e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 526 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21012 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 14078 members 
Mstep: Class 7 contains 175487 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 136115 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88524 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 16864 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 22595 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3639 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 23 contains 12511 members 
Mstep: Class 24 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68526832.000000 Penalty: 47125.722656
Iteration 25Q: 23 clusters Score -6.852683e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 527 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21023 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 14107 members 
Mstep: Class 7 contains 175495 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 136109 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88404 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 22564 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 23 contains 12675 members 
Mstep: Class 24 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527024.000000 Penalty: 47125.722656
Iteration 26Q: 23 clusters Score -6.852702e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 527 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21027 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 14123 members 
Mstep: Class 7 contains 175496 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 136093 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88327 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 22490 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 23 contains 12827 members 
Mstep: Class 24 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527216.000000 Penalty: 47125.722656
Iteration 27Q: 23 clusters Score -6.852722e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21027 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 14133 members 
Mstep: Class 7 contains 175496 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 136091 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88270 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 22400 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 23 contains 12976 members 
Mstep: Class 24 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527376.000000 Penalty: 47125.722656
Iteration 28Q: 23 clusters Score -6.852738e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21023 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 14137 members 
Mstep: Class 7 contains 175502 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 136073 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88230 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 22282 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 23 contains 13134 members 
Mstep: Class 24 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527424.000000 Penalty: 47125.722656
Iteration 29Q: 23 clusters Score -6.852742e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21023 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 14145 members 
Mstep: Class 7 contains 175504 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 136058 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 88180 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 22188 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 23 contains 13284 members 
Mstep: Class 24 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527472.000000 Penalty: 47125.722656
Iteration 30Q: 23 clusters Score -6.852747e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21021 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 175511 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 136043 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 88141 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 16929 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 22107 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 7784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527440.000000 Penalty: 47125.722656
Iteration 31Q: 23 clusters Score -6.852744e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21020 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 14165 members 
Mstep: Class 7 contains 175510 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 136039 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 88086 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16937 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527568.000000 Penalty: 47125.722656
Iteration 32Q: 23 clusters Score -6.852757e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21019 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 14179 members 
Mstep: Class 7 contains 175517 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 136022 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 88031 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21943 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 23 contains 13686 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527616.000000 Penalty: 47125.722656
Iteration 33Q: 23 clusters Score -6.852762e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21019 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 14192 members 
Mstep: Class 7 contains 175510 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 136023 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 87993 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21864 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 23 contains 13812 members 
Mstep: Class 24 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527656.000000 Penalty: 47125.722656
Iteration 34Q: 23 clusters Score -6.852766e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21024 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 14204 members 
Mstep: Class 7 contains 175506 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 136016 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 87966 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21786 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527672.000000 Penalty: 47125.722656
Iteration 35Q: 23 clusters Score -6.852767e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21031 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 14212 members 
Mstep: Class 7 contains 175502 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 136022 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 87925 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21716 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 23 contains 14030 members 
Mstep: Class 24 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527792.000000 Penalty: 47125.722656
Iteration 36Q: 23 clusters Score -6.852779e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21036 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 14217 members 
Mstep: Class 7 contains 175502 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136025 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 87882 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16947 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21658 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1992 members 
Mstep: Class 23 contains 14133 members 
Mstep: Class 24 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527792.000000 Penalty: 47125.722656
Iteration 37Q: 23 clusters Score -6.852779e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21042 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 14223 members 
Mstep: Class 7 contains 175505 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136019 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 87844 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21607 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 23 contains 14222 members 
Mstep: Class 24 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68527720.000000 Penalty: 47125.722656
Iteration 38Q: 23 clusters Score -6.852772e+07 nChanged 194
Entering ConstructFrom: 
Score: -68527720.000000 Penalty: 47125.722656
Entering ConstructFrom: 
Trying to split cluster 1 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -352190.718750 Penalty: 1290.171265
	Iteration 0F: 2 clusters Score -352190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -349594.468750 Penalty: 2580.342529
	Iteration 0F: 3 clusters Score -349594.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -350263.281250 Penalty: 2580.342529
	Iteration 1F: 3 clusters Score -350263.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -350419.250000 Penalty: 2580.342529
	Iteration 2F: 3 clusters Score -350419.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -350517.812500 Penalty: 2580.342529
	Iteration 3F: 3 clusters Score -350517.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -350612.968750 Penalty: 2580.342529
	Iteration 4Q: 3 clusters Score -350613 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -350701.062500 Penalty: 2580.342529
	Iteration 5Q: 3 clusters Score -350701.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -350790.500000 Penalty: 2580.342529
	Iteration 6Q: 3 clusters Score -350790.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -350930.937500 Penalty: 2580.342529
	Iteration 7Q: 3 clusters Score -350930.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -351145.062500 Penalty: 2580.342529
	Iteration 8Q: 3 clusters Score -351145.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -351312.843750 Penalty: 2580.342529
	Iteration 9Q: 3 clusters Score -351312.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351442.531250 Penalty: 2580.342529
	Iteration 10Q: 3 clusters Score -351442.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -351516.656250 Penalty: 2580.342529
	Iteration 11Q: 3 clusters Score -351516.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -351568.437500 Penalty: 2580.342529
	Iteration 12Q: 3 clusters Score -351568.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -351599.593750 Penalty: 2580.342529
	Iteration 13Q: 3 clusters Score -351599.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -351640.531250 Penalty: 2580.342529
	Iteration 14Q: 3 clusters Score -351640.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -351675.343750 Penalty: 2580.342529
	Iteration 15Q: 3 clusters Score -351675.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -351707.593750 Penalty: 2580.342529
	Iteration 16Q: 3 clusters Score -351707.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -351732.562500 Penalty: 2580.342529
	Iteration 17Q: 3 clusters Score -351732.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -351750.937500 Penalty: 2580.342529
	Iteration 18Q: 3 clusters Score -351750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -351760.593750 Penalty: 2580.342529
	Iteration 19Q: 3 clusters Score -351760.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -351768.687500 Penalty: 2580.342529
	Iteration 20F: 3 clusters Score -351768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -351773.218750 Penalty: 2580.342529
	Iteration 21Q: 3 clusters Score -351773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -351780.218750 Penalty: 2580.342529
	Iteration 22Q: 3 clusters Score -351780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -351786.312500 Penalty: 2580.342529
	Iteration 23Q: 3 clusters Score -351786.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -351797.500000 Penalty: 2580.342529
	Iteration 24Q: 3 clusters Score -351797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -351808.625000 Penalty: 2580.342529
	Iteration 25Q: 3 clusters Score -351808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -351821.406250 Penalty: 2580.342529
	Iteration 26Q: 3 clusters Score -351821.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -351830.343750 Penalty: 2580.342529
	Iteration 27Q: 3 clusters Score -351830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -351833.281250 Penalty: 2580.342529
	Iteration 28Q: 3 clusters Score -351833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -351836.062500 Penalty: 2580.342529
	Iteration 29Q: 3 clusters Score -351836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -351837.687500 Penalty: 2580.342529
	Iteration 30Q: 3 clusters Score -351837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -351838.593750 Penalty: 2580.342529
	Iteration 31Q: 3 clusters Score -351838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351838.531250 Penalty: 2580.342529
	Iteration 32Q: 3 clusters Score -351838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351838.531250 Penalty: 2580.342529
	Iteration 33F: 3 clusters Score -351838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -78886.890625 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -78886.89 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 698 members 
Entering Unmasked Estep 
Score: -77915.750000 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -77915.75 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -82354.796875 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -82354.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -86584.585938 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -86584.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -88146.648438 Penalty: 2342.072754
	Iteration 3F: 3 clusters Score -88146.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -88579.101562 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -88579.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88828.171875 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -88828.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -88891.359375 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -88891.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88915.820312 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -88915.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88927.632812 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -88927.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88933.601562 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -88933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88933.601562 Penalty: 2342.072754
	Iteration 10F: 3 clusters Score -88933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 14230 members 
Mstep: Class 7 contains 175505 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Entering Unmasked Estep 
Score: -68536880.000000 Penalty: 49267.800781
Splitting cluster 2 changes total score from -68527720.000000 to -68536880.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -151689.765625 Penalty: 1154.289795
	Iteration 0F: 2 clusters Score -151689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150265.921875 Penalty: 2308.579590
	Iteration 0F: 3 clusters Score -150265.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150661.765625 Penalty: 2308.579590
	Iteration 1F: 3 clusters Score -150661.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150827.187500 Penalty: 2308.579590
	Iteration 2F: 3 clusters Score -150827.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -151130.125000 Penalty: 2308.579590
	Iteration 3F: 3 clusters Score -151130.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -151561.953125 Penalty: 2308.579590
	Iteration 4F: 3 clusters Score -151562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -151978.125000 Penalty: 2308.579590
	Iteration 5F: 3 clusters Score -151978.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -152301.468750 Penalty: 2308.579590
	Iteration 6F: 3 clusters Score -152301.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -152385.406250 Penalty: 2308.579590
	Iteration 7Q: 3 clusters Score -152385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -152400.531250 Penalty: 2308.579590
	Iteration 8Q: 3 clusters Score -152400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -152410.578125 Penalty: 2308.579590
	Iteration 9Q: 3 clusters Score -152410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -152416.656250 Penalty: 2308.579590
	Iteration 10Q: 3 clusters Score -152416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -152418.031250 Penalty: 2308.579590
	Iteration 11Q: 3 clusters Score -152418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -152418.671875 Penalty: 2308.579590
	Iteration 12Q: 3 clusters Score -152418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -152418.671875 Penalty: 2308.579590
	Iteration 13F: 3 clusters Score -152418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 14230 members 
Mstep: Class 7 contains 175505 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Entering Unmasked Estep 
Score: -68536600.000000 Penalty: 51409.878906
Splitting cluster 3 changes total score from -68527720.000000 to -68536600.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (21049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Entering Unmasked Estep 
Score: -2806077.750000 Penalty: 1617.623779
	Iteration 0F: 2 clusters Score -2806078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2791691.000000 Penalty: 3235.247559
	Iteration 0F: 3 clusters Score -2791691 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2797160.000000 Penalty: 3235.247559
	Iteration 1F: 3 clusters Score -2797160 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2797600.750000 Penalty: 3235.247559
	Iteration 2F: 3 clusters Score -2797601 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2798060.250000 Penalty: 3235.247559
	Iteration 3Q: 3 clusters Score -2798060 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2798620.000000 Penalty: 3235.247559
	Iteration 4Q: 3 clusters Score -2798620 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2799323.750000 Penalty: 3235.247559
	Iteration 5F: 3 clusters Score -2799324 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2800103.750000 Penalty: 3235.247559
	Iteration 6F: 3 clusters Score -2800104 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2800873.750000 Penalty: 3235.247559
	Iteration 7F: 3 clusters Score -2800874 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2801528.000000 Penalty: 3235.247559
	Iteration 8Q: 3 clusters Score -2801528 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2802025.500000 Penalty: 3235.247559
	Iteration 9Q: 3 clusters Score -2802026 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2802397.500000 Penalty: 3235.247559
	Iteration 10Q: 3 clusters Score -2802398 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2802710.000000 Penalty: 3235.247559
	Iteration 11Q: 3 clusters Score -2802710 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2803012.500000 Penalty: 3235.247559
	Iteration 12Q: 3 clusters Score -2803012 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2803307.500000 Penalty: 3235.247559
	Iteration 13Q: 3 clusters Score -2803308 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2803582.750000 Penalty: 3235.247559
	Iteration 14Q: 3 clusters Score -2803583 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2803851.500000 Penalty: 3235.247559
	Iteration 15Q: 3 clusters Score -2803852 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2804090.250000 Penalty: 3235.247559
	Iteration 16Q: 3 clusters Score -2804090 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2804267.500000 Penalty: 3235.247559
	Iteration 17Q: 3 clusters Score -2804268 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2804416.000000 Penalty: 3235.247559
	Iteration 18Q: 3 clusters Score -2804416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2804543.250000 Penalty: 3235.247559
	Iteration 19Q: 3 clusters Score -2804543 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2804619.500000 Penalty: 3235.247559
	Iteration 20F: 3 clusters Score -2804620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2804656.500000 Penalty: 3235.247559
	Iteration 21Q: 3 clusters Score -2804656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2804710.750000 Penalty: 3235.247559
	Iteration 22Q: 3 clusters Score -2804711 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2804747.250000 Penalty: 3235.247559
	Iteration 23Q: 3 clusters Score -2804747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2804773.500000 Penalty: 3235.247559
	Iteration 24Q: 3 clusters Score -2804774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2804786.500000 Penalty: 3235.247559
	Iteration 25Q: 3 clusters Score -2804786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2804794.500000 Penalty: 3235.247559
	Iteration 26Q: 3 clusters Score -2804794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2804806.500000 Penalty: 3235.247559
	Iteration 27Q: 3 clusters Score -2804806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2804809.250000 Penalty: 3235.247559
	Iteration 28Q: 3 clusters Score -2804809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2804820.750000 Penalty: 3235.247559
	Iteration 29Q: 3 clusters Score -2804821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2804835.000000 Penalty: 3235.247559
	Iteration 30Q: 3 clusters Score -2804835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2804843.250000 Penalty: 3235.247559
	Iteration 31Q: 3 clusters Score -2804843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2804852.250000 Penalty: 3235.247559
	Iteration 32Q: 3 clusters Score -2804852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2804859.250000 Penalty: 3235.247559
	Iteration 33Q: 3 clusters Score -2804859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2804866.750000 Penalty: 3235.247559
	Iteration 34Q: 3 clusters Score -2804867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2804869.000000 Penalty: 3235.247559
	Iteration 35Q: 3 clusters Score -2804869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2804872.250000 Penalty: 3235.247559
	Iteration 36Q: 3 clusters Score -2804872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2804871.750000 Penalty: 3235.247559
	Iteration 37Q: 3 clusters Score -2804872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2804872.250000 Penalty: 3235.247559
	Iteration 38Q: 3 clusters Score -2804872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2804878.000000 Penalty: 3235.247559
	Iteration 39Q: 3 clusters Score -2804878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2804890.000000 Penalty: 3235.247559
	Iteration 40F: 3 clusters Score -2804890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2804895.250000 Penalty: 3235.247559
	Iteration 41Q: 3 clusters Score -2804895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2804899.750000 Penalty: 3235.247559
	Iteration 42Q: 3 clusters Score -2804900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2804901.250000 Penalty: 3235.247559
	Iteration 43Q: 3 clusters Score -2804901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2804898.000000 Penalty: 3235.247559
	Iteration 44Q: 3 clusters Score -2804898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2804899.000000 Penalty: 3235.247559
	Iteration 45Q: 3 clusters Score -2804899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2804900.000000 Penalty: 3235.247559
	Iteration 46Q: 3 clusters Score -2804900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2804902.250000 Penalty: 3235.247559
	Iteration 47Q: 3 clusters Score -2804902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2804902.750000 Penalty: 3235.247559
	Iteration 48Q: 3 clusters Score -2804903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2804902.750000 Penalty: 3235.247559
	Iteration 49F: 3 clusters Score -2804903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -227080.437500 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -227080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -225185.468750 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -225185.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -226136.859375 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -226136.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227159.359375 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -227159.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228213.484375 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -228213.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -228923.843750 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -228923.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229212.312500 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -229212.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229287.562500 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -229287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -229312.984375 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -229313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229337.859375 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -229337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -229370.968750 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -229371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229388.171875 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -229388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229410.765625 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -229410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229423.750000 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -229423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229437.390625 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -229437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229453.937500 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -229453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229459.546875 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -229459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229468.656250 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -229468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229474.890625 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -229474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229479.781250 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -229479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229481.515625 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -229481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229486.984375 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -229487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229491.671875 Penalty: 2439.463623
	Iteration 21Q: 3 clusters Score -229491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229496.859375 Penalty: 2439.463623
	Iteration 22Q: 3 clusters Score -229496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229501.250000 Penalty: 2439.463623
	Iteration 23Q: 3 clusters Score -229501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229501.250000 Penalty: 2439.463623
	Iteration 24F: 3 clusters Score -229501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 14230 members 
Mstep: Class 7 contains 175505 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Entering Unmasked Estep 
Score: -68538104.000000 Penalty: 53551.957031
Splitting cluster 5 changes total score from -68527720.000000 to -68538104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (14230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Entering Unmasked Estep 
Score: -1839260.875000 Penalty: 1554.005005
	Iteration 0F: 2 clusters Score -1839261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1829413.875000 Penalty: 3108.010010
	Iteration 0F: 3 clusters Score -1829414 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1834018.500000 Penalty: 3108.010010
	Iteration 1F: 3 clusters Score -1834018 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1835373.750000 Penalty: 3108.010010
	Iteration 2F: 3 clusters Score -1835374 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1836704.000000 Penalty: 3108.010010
	Iteration 3F: 3 clusters Score -1836704 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1838043.875000 Penalty: 3108.010010
	Iteration 4F: 3 clusters Score -1838044 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1839014.125000 Penalty: 3108.010010
	Iteration 5F: 3 clusters Score -1839014 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1839574.125000 Penalty: 3108.010010
	Iteration 6F: 3 clusters Score -1839574 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1839852.750000 Penalty: 3108.010010
	Iteration 7Q: 3 clusters Score -1839853 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1840110.875000 Penalty: 3108.010010
	Iteration 8Q: 3 clusters Score -1840111 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1840449.375000 Penalty: 3108.010010
	Iteration 9Q: 3 clusters Score -1840449 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1841211.375000 Penalty: 3108.010010
	Iteration 10Q: 3 clusters Score -1841211 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1842784.250000 Penalty: 3108.010010
	Iteration 11Q: 3 clusters Score -1842784 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1845254.375000 Penalty: 3108.010010
	Iteration 12Q: 3 clusters Score -1845254 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1846035.000000 Penalty: 3108.010010
	Iteration 13Q: 3 clusters Score -1846035 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1846264.875000 Penalty: 3108.010010
	Iteration 14Q: 3 clusters Score -1846265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1846510.750000 Penalty: 3108.010010
	Iteration 15Q: 3 clusters Score -1846511 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1846739.375000 Penalty: 3108.010010
	Iteration 16Q: 3 clusters Score -1846739 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1846900.875000 Penalty: 3108.010010
	Iteration 17Q: 3 clusters Score -1846901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1846994.000000 Penalty: 3108.010010
	Iteration 18Q: 3 clusters Score -1846994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1847030.500000 Penalty: 3108.010010
	Iteration 19Q: 3 clusters Score -1847030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1847053.375000 Penalty: 3108.010010
	Iteration 20F: 3 clusters Score -1847053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1847070.125000 Penalty: 3108.010010
	Iteration 21Q: 3 clusters Score -1847070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1847081.875000 Penalty: 3108.010010
	Iteration 22Q: 3 clusters Score -1847082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1847088.750000 Penalty: 3108.010010
	Iteration 23Q: 3 clusters Score -1847089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1847093.375000 Penalty: 3108.010010
	Iteration 24Q: 3 clusters Score -1847093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1847101.500000 Penalty: 3108.010010
	Iteration 25Q: 3 clusters Score -1847102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1847101.750000 Penalty: 3108.010010
	Iteration 26Q: 3 clusters Score -1847102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1847098.375000 Penalty: 3108.010010
	Iteration 27Q: 3 clusters Score -1847098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1847100.375000 Penalty: 3108.010010
	Iteration 28Q: 3 clusters Score -1847100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1847099.250000 Penalty: 3108.010010
	Iteration 29Q: 3 clusters Score -1847099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1847099.250000 Penalty: 3108.010010
	Iteration 30F: 3 clusters Score -1847099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 175505 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Entering Unmasked Estep 
Score: -68545216.000000 Penalty: 55694.035156
Splitting cluster 6 changes total score from -68527720.000000 to -68545216.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (175505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175505 members 
Entering Unmasked Estep 
Score: -23698820.000000 Penalty: 1962.256226
	Iteration 0F: 2 clusters Score -2.369882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -23683140.000000 Penalty: 3924.512451
	Iteration 0F: 3 clusters Score -2.368314e+07 nChanged 85026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -23736514.000000 Penalty: 3924.512451
	Iteration 1F: 3 clusters Score -2.373651e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -23740214.000000 Penalty: 3924.512451
	Iteration 2F: 3 clusters Score -2.374021e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -23746702.000000 Penalty: 3924.512451
	Iteration 3F: 3 clusters Score -2.37467e+07 nChanged 14511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -23757856.000000 Penalty: 3924.512451
	Iteration 4F: 3 clusters Score -2.375786e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -23768650.000000 Penalty: 3924.512451
	Iteration 5F: 3 clusters Score -2.376865e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -23776202.000000 Penalty: 3924.512451
	Iteration 6F: 3 clusters Score -2.37762e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -23787260.000000 Penalty: 3924.512451
	Iteration 7Q: 3 clusters Score -2.378726e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -23812290.000000 Penalty: 3924.512451
	Iteration 8Q: 3 clusters Score -2.381229e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -23834574.000000 Penalty: 3924.512451
	Iteration 9F: 3 clusters Score -2.383457e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -23839288.000000 Penalty: 3924.512451
	Iteration 10F: 3 clusters Score -2.383929e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -23848222.000000 Penalty: 3924.512451
	Iteration 11Q: 3 clusters Score -2.384822e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -23866490.000000 Penalty: 3924.512451
	Iteration 12Q: 3 clusters Score -2.386649e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -23882394.000000 Penalty: 3924.512451
	Iteration 13Q: 3 clusters Score -2.388239e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -23884144.000000 Penalty: 3924.512451
	Iteration 14Q: 3 clusters Score -2.388414e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -23884118.000000 Penalty: 3924.512451
	Iteration 15Q: 3 clusters Score -2.388412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -23884122.000000 Penalty: 3924.512451
	Iteration 16Q: 3 clusters Score -2.388412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -23884100.000000 Penalty: 3924.512451
	Iteration 17Q: 3 clusters Score -2.38841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -23884100.000000 Penalty: 3924.512451
	Iteration 18Q: 3 clusters Score -2.38841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -23884092.000000 Penalty: 3924.512451
	Iteration 19Q: 3 clusters Score -2.388409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -23884092.000000 Penalty: 3924.512451
	Iteration 20F: 3 clusters Score -2.388409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Entering Unmasked Estep 
Score: -68728664.000000 Penalty: 57836.113281
Splitting cluster 7 changes total score from -68527720.000000 to -68728664.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -791279.562500 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -791279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -786436.000000 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -786436 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -789193.375000 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -789193.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -791944.875000 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -791944.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -793687.375000 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -793687.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -795038.937500 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -795038.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -795891.937500 Penalty: 2850.493408
	Iteration 5F: 3 clusters Score -795891.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -796187.312500 Penalty: 2850.493408
	Iteration 6Q: 3 clusters Score -796187.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -796416.937500 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -796416.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -796545.375000 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -796545.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -796612.000000 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -796612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -796698.125000 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -796698.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -796791.000000 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -796791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -796867.750000 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -796867.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -796880.812500 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -796880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -796883.125000 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -796883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -796883.937500 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -796883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -796883.687500 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -796883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -796883.687500 Penalty: 2850.493408
	Iteration 17F: 3 clusters Score -796883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 136015 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Entering Unmasked Estep 
Score: -68733632.000000 Penalty: 59978.191406
Splitting cluster 8 changes total score from -68527720.000000 to -68733632.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (136015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Entering Unmasked Estep 
Score: -17551820.000000 Penalty: 1920.834595
	Iteration 0F: 2 clusters Score -1.755182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -17467440.000000 Penalty: 3841.669189
	Iteration 0F: 3 clusters Score -1.746744e+07 nChanged 65507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -17508540.000000 Penalty: 3841.669189
	Iteration 1F: 3 clusters Score -1.750854e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -17514036.000000 Penalty: 3841.669189
	Iteration 2F: 3 clusters Score -1.751404e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -17526564.000000 Penalty: 3841.669189
	Iteration 3F: 3 clusters Score -1.752656e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -17546768.000000 Penalty: 3841.669189
	Iteration 4F: 3 clusters Score -1.754677e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -17565018.000000 Penalty: 3841.669189
	Iteration 5F: 3 clusters Score -1.756502e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -17581240.000000 Penalty: 3841.669189
	Iteration 6F: 3 clusters Score -1.758124e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -17587892.000000 Penalty: 3841.669189
	Iteration 7Q: 3 clusters Score -1.758789e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -17589550.000000 Penalty: 3841.669189
	Iteration 8Q: 3 clusters Score -1.758955e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -17590214.000000 Penalty: 3841.669189
	Iteration 9Q: 3 clusters Score -1.759021e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -17590448.000000 Penalty: 3841.669189
	Iteration 10Q: 3 clusters Score -1.759045e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -17590544.000000 Penalty: 3841.669189
	Iteration 11Q: 3 clusters Score -1.759054e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -17590664.000000 Penalty: 3841.669189
	Iteration 12Q: 3 clusters Score -1.759066e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -17590702.000000 Penalty: 3841.669189
	Iteration 13Q: 3 clusters Score -1.75907e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -17590788.000000 Penalty: 3841.669189
	Iteration 14Q: 3 clusters Score -1.759079e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -17590944.000000 Penalty: 3841.669189
	Iteration 15Q: 3 clusters Score -1.759094e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -17591054.000000 Penalty: 3841.669189
	Iteration 16Q: 3 clusters Score -1.759105e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -17591178.000000 Penalty: 3841.669189
	Iteration 17Q: 3 clusters Score -1.759118e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -17591346.000000 Penalty: 3841.669189
	Iteration 18Q: 3 clusters Score -1.759135e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -17591450.000000 Penalty: 3841.669189
	Iteration 19Q: 3 clusters Score -1.759145e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -17591634.000000 Penalty: 3841.669189
	Iteration 20F: 3 clusters Score -1.759163e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -17591864.000000 Penalty: 3841.669189
	Iteration 21Q: 3 clusters Score -1.759186e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -17592216.000000 Penalty: 3841.669189
	Iteration 22Q: 3 clusters Score -1.759222e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -17592540.000000 Penalty: 3841.669189
	Iteration 23Q: 3 clusters Score -1.759254e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -17593096.000000 Penalty: 3841.669189
	Iteration 24Q: 3 clusters Score -1.75931e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -17593684.000000 Penalty: 3841.669189
	Iteration 25Q: 3 clusters Score -1.759368e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -17594462.000000 Penalty: 3841.669189
	Iteration 26Q: 3 clusters Score -1.759446e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -17595340.000000 Penalty: 3841.669189
	Iteration 27Q: 3 clusters Score -1.759534e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -17596354.000000 Penalty: 3841.669189
	Iteration 28Q: 3 clusters Score -1.759635e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -17597310.000000 Penalty: 3841.669189
	Iteration 29Q: 3 clusters Score -1.759731e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -17598486.000000 Penalty: 3841.669189
	Iteration 30Q: 3 clusters Score -1.759849e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -17599330.000000 Penalty: 3841.669189
	Iteration 31Q: 3 clusters Score -1.759933e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -17599922.000000 Penalty: 3841.669189
	Iteration 32Q: 3 clusters Score -1.759992e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -17600402.000000 Penalty: 3841.669189
	Iteration 33Q: 3 clusters Score -1.76004e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -17600794.000000 Penalty: 3841.669189
	Iteration 34Q: 3 clusters Score -1.760079e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -17600966.000000 Penalty: 3841.669189
	Iteration 35Q: 3 clusters Score -1.760097e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -17601096.000000 Penalty: 3841.669189
	Iteration 36Q: 3 clusters Score -1.76011e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -17601192.000000 Penalty: 3841.669189
	Iteration 37Q: 3 clusters Score -1.760119e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -17601266.000000 Penalty: 3841.669189
	Iteration 38Q: 3 clusters Score -1.760127e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -17601334.000000 Penalty: 3841.669189
	Iteration 39Q: 3 clusters Score -1.760133e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -17601676.000000 Penalty: 3841.669189
	Iteration 40F: 3 clusters Score -1.760168e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -17601932.000000 Penalty: 3841.669189
	Iteration 41Q: 3 clusters Score -1.760193e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -17602120.000000 Penalty: 3841.669189
	Iteration 42Q: 3 clusters Score -1.760212e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -17602310.000000 Penalty: 3841.669189
	Iteration 43Q: 3 clusters Score -1.760231e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -17602662.000000 Penalty: 3841.669189
	Iteration 44Q: 3 clusters Score -1.760266e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -17603168.000000 Penalty: 3841.669189
	Iteration 45Q: 3 clusters Score -1.760317e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -17603656.000000 Penalty: 3841.669189
	Iteration 46Q: 3 clusters Score -1.760366e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -17604378.000000 Penalty: 3841.669189
	Iteration 47Q: 3 clusters Score -1.760438e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -17605090.000000 Penalty: 3841.669189
	Iteration 48Q: 3 clusters Score -1.760509e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -17605522.000000 Penalty: 3841.669189
	Iteration 49Q: 3 clusters Score -1.760552e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -17605610.000000 Penalty: 3841.669189
	Iteration 50Q: 3 clusters Score -1.760561e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -17605694.000000 Penalty: 3841.669189
	Iteration 51Q: 3 clusters Score -1.760569e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -17605718.000000 Penalty: 3841.669189
	Iteration 52Q: 3 clusters Score -1.760572e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -17605700.000000 Penalty: 3841.669189
	Iteration 53Q: 3 clusters Score -1.76057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -17605720.000000 Penalty: 3841.669189
	Iteration 54Q: 3 clusters Score -1.760572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -17605700.000000 Penalty: 3841.669189
	Iteration 55Q: 3 clusters Score -1.76057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -17605690.000000 Penalty: 3841.669189
	Iteration 56Q: 3 clusters Score -1.760569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -17605706.000000 Penalty: 3841.669189
	Iteration 57Q: 3 clusters Score -1.760571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -17605716.000000 Penalty: 3841.669189
	Iteration 58Q: 3 clusters Score -1.760572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -17605732.000000 Penalty: 3841.669189
	Iteration 59Q: 3 clusters Score -1.760573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -17605756.000000 Penalty: 3841.669189
	Iteration 60F: 3 clusters Score -1.760576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -17605698.000000 Penalty: 3841.669189
	Iteration 61Q: 3 clusters Score -1.76057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -17605708.000000 Penalty: 3841.669189
	Iteration 62Q: 3 clusters Score -1.760571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -17605700.000000 Penalty: 3841.669189
	Iteration 63Q: 3 clusters Score -1.76057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -17605700.000000 Penalty: 3841.669189
	Iteration 64Q: 3 clusters Score -1.76057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -17605708.000000 Penalty: 3841.669189
	Iteration 65Q: 3 clusters Score -1.760571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -17605714.000000 Penalty: 3841.669189
	Iteration 66Q: 3 clusters Score -1.760571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -17605702.000000 Penalty: 3841.669189
	Iteration 67Q: 3 clusters Score -1.76057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -17605712.000000 Penalty: 3841.669189
	Iteration 68Q: 3 clusters Score -1.760571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -17605708.000000 Penalty: 3841.669189
	Iteration 69Q: 3 clusters Score -1.760571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -17605708.000000 Penalty: 3841.669189
	Iteration 70F: 3 clusters Score -1.760571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Entering Unmasked Estep 
Score: -68786696.000000 Penalty: 62120.269531
Splitting cluster 9 changes total score from -68527720.000000 to -68786696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -164873.296875 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -164873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163543.125000 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -163543.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -165577.234375 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -165577.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166633.546875 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -166633.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -167360.171875 Penalty: 2373.092285
	Iteration 3F: 3 clusters Score -167360.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -167693.671875 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -167693.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167825.640625 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -167825.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -167919.015625 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -167919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -167979.640625 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -167979.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -168026.609375 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -168026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168044.406250 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -168044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -168054.781250 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -168054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -168059.500000 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -168059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168066.828125 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -168066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168077.000000 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -168077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168083.218750 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -168083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168092.687500 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -168092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168104.015625 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -168104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168111.218750 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -168111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168114.203125 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -168114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168114.203125 Penalty: 2373.092285
	Iteration 19F: 3 clusters Score -168114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Entering Unmasked Estep 
Score: -68788992.000000 Penalty: 64262.347656
Splitting cluster 11 changes total score from -68527720.000000 to -68788992.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (87809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Entering Unmasked Estep 
Score: -11623251.000000 Penalty: 1849.724365
	Iteration 0F: 2 clusters Score -1.162325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -11570078.000000 Penalty: 3699.448730
	Iteration 0F: 3 clusters Score -1.157008e+07 nChanged 41788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -11595412.000000 Penalty: 3699.448730
	Iteration 1F: 3 clusters Score -1.159541e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -11597138.000000 Penalty: 3699.448730
	Iteration 2Q: 3 clusters Score -1.159714e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -11599770.000000 Penalty: 3699.448730
	Iteration 3F: 3 clusters Score -1.159977e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -11603459.000000 Penalty: 3699.448730
	Iteration 4F: 3 clusters Score -1.160346e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -11608504.000000 Penalty: 3699.448730
	Iteration 5F: 3 clusters Score -1.16085e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -11614447.000000 Penalty: 3699.448730
	Iteration 6F: 3 clusters Score -1.161445e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -11619479.000000 Penalty: 3699.448730
	Iteration 7F: 3 clusters Score -1.161948e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -11622630.000000 Penalty: 3699.448730
	Iteration 8F: 3 clusters Score -1.162263e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -11624789.000000 Penalty: 3699.448730
	Iteration 9Q: 3 clusters Score -1.162479e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -11626875.000000 Penalty: 3699.448730
	Iteration 10Q: 3 clusters Score -1.162688e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -11628904.000000 Penalty: 3699.448730
	Iteration 11Q: 3 clusters Score -1.16289e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -11630165.000000 Penalty: 3699.448730
	Iteration 12Q: 3 clusters Score -1.163016e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -11630842.000000 Penalty: 3699.448730
	Iteration 13Q: 3 clusters Score -1.163084e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -11631170.000000 Penalty: 3699.448730
	Iteration 14Q: 3 clusters Score -1.163117e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -11631283.000000 Penalty: 3699.448730
	Iteration 15Q: 3 clusters Score -1.163128e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -11631435.000000 Penalty: 3699.448730
	Iteration 16Q: 3 clusters Score -1.163144e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -11631525.000000 Penalty: 3699.448730
	Iteration 17Q: 3 clusters Score -1.163152e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -11631612.000000 Penalty: 3699.448730
	Iteration 18Q: 3 clusters Score -1.163161e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -11631670.000000 Penalty: 3699.448730
	Iteration 19Q: 3 clusters Score -1.163167e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -11631723.000000 Penalty: 3699.448730
	Iteration 20F: 3 clusters Score -1.163172e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -11631753.000000 Penalty: 3699.448730
	Iteration 21Q: 3 clusters Score -1.163175e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -11631760.000000 Penalty: 3699.448730
	Iteration 22Q: 3 clusters Score -1.163176e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -11631780.000000 Penalty: 3699.448730
	Iteration 23Q: 3 clusters Score -1.163178e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -11631766.000000 Penalty: 3699.448730
	Iteration 24Q: 3 clusters Score -1.163177e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -11631779.000000 Penalty: 3699.448730
	Iteration 25Q: 3 clusters Score -1.163178e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -11631775.000000 Penalty: 3699.448730
	Iteration 26Q: 3 clusters Score -1.163178e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -11631771.000000 Penalty: 3699.448730
	Iteration 27Q: 3 clusters Score -1.163177e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -11631781.000000 Penalty: 3699.448730
	Iteration 28Q: 3 clusters Score -1.163178e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -11631791.000000 Penalty: 3699.448730
	Iteration 29Q: 3 clusters Score -1.163179e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -11631810.000000 Penalty: 3699.448730
	Iteration 30Q: 3 clusters Score -1.163181e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -11631830.000000 Penalty: 3699.448730
	Iteration 31Q: 3 clusters Score -1.163183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -11631811.000000 Penalty: 3699.448730
	Iteration 32Q: 3 clusters Score -1.163181e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -11631790.000000 Penalty: 3699.448730
	Iteration 33Q: 3 clusters Score -1.163179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -11631786.000000 Penalty: 3699.448730
	Iteration 34Q: 3 clusters Score -1.163179e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -11631825.000000 Penalty: 3699.448730
	Iteration 35Q: 3 clusters Score -1.163182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -11631826.000000 Penalty: 3699.448730
	Iteration 36Q: 3 clusters Score -1.163183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -11631819.000000 Penalty: 3699.448730
	Iteration 37Q: 3 clusters Score -1.163182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -11631810.000000 Penalty: 3699.448730
	Iteration 38Q: 3 clusters Score -1.163181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11631812.000000 Penalty: 3699.448730
	Iteration 39Q: 3 clusters Score -1.163181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -11631812.000000 Penalty: 3699.448730
	Iteration 40F: 3 clusters Score -1.163181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -11631806.000000 Penalty: 3699.448730
	Iteration 41Q: 3 clusters Score -1.163181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -11631825.000000 Penalty: 3699.448730
	Iteration 42Q: 3 clusters Score -1.163182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -11631807.000000 Penalty: 3699.448730
	Iteration 43Q: 3 clusters Score -1.163181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -11631815.000000 Penalty: 3699.448730
	Iteration 44Q: 3 clusters Score -1.163182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -11631828.000000 Penalty: 3699.448730
	Iteration 45Q: 3 clusters Score -1.163183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -11631813.000000 Penalty: 3699.448730
	Iteration 46Q: 3 clusters Score -1.163181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -11631815.000000 Penalty: 3699.448730
	Iteration 47Q: 3 clusters Score -1.163182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -11631815.000000 Penalty: 3699.448730
	Iteration 48Q: 3 clusters Score -1.163182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -11631828.000000 Penalty: 3699.448730
	Iteration 49Q: 3 clusters Score -1.163183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -11631830.000000 Penalty: 3699.448730
	Iteration 50Q: 3 clusters Score -1.163183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -11631836.000000 Penalty: 3699.448730
	Iteration 51Q: 3 clusters Score -1.163184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -11631832.000000 Penalty: 3699.448730
	Iteration 52Q: 3 clusters Score -1.163183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -11631835.000000 Penalty: 3699.448730
	Iteration 53Q: 3 clusters Score -1.163184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -11631835.000000 Penalty: 3699.448730
	Iteration 54F: 3 clusters Score -1.163184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Entering Unmasked Estep 
Score: -68797216.000000 Penalty: 66404.429688
Splitting cluster 12 changes total score from -68527720.000000 to -68797216.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (6162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Entering Unmasked Estep 
Score: -975269.000000 Penalty: 1418.000366
	Iteration 0F: 2 clusters Score -975269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -970662.062500 Penalty: 2836.000732
	Iteration 0F: 3 clusters Score -970662.1 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -972841.000000 Penalty: 2836.000732
	Iteration 1F: 3 clusters Score -972841 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -973652.750000 Penalty: 2836.000732
	Iteration 2F: 3 clusters Score -973652.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -974419.500000 Penalty: 2836.000732
	Iteration 3F: 3 clusters Score -974419.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -975266.062500 Penalty: 2836.000732
	Iteration 4F: 3 clusters Score -975266.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -976430.250000 Penalty: 2836.000732
	Iteration 5F: 3 clusters Score -976430.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -977222.437500 Penalty: 2836.000732
	Iteration 6F: 3 clusters Score -977222.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -977451.750000 Penalty: 2836.000732
	Iteration 7Q: 3 clusters Score -977451.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -977543.437500 Penalty: 2836.000732
	Iteration 8Q: 3 clusters Score -977543.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -977594.625000 Penalty: 2836.000732
	Iteration 9Q: 3 clusters Score -977594.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -977617.250000 Penalty: 2836.000732
	Iteration 10Q: 3 clusters Score -977617.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -977632.625000 Penalty: 2836.000732
	Iteration 11Q: 3 clusters Score -977632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -977637.437500 Penalty: 2836.000732
	Iteration 12Q: 3 clusters Score -977637.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -977642.062500 Penalty: 2836.000732
	Iteration 13Q: 3 clusters Score -977642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -977645.687500 Penalty: 2836.000732
	Iteration 14Q: 3 clusters Score -977645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -977649.312500 Penalty: 2836.000732
	Iteration 15Q: 3 clusters Score -977649.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -977652.625000 Penalty: 2836.000732
	Iteration 16Q: 3 clusters Score -977652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -977655.000000 Penalty: 2836.000732
	Iteration 17Q: 3 clusters Score -977655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -977655.812500 Penalty: 2836.000732
	Iteration 18Q: 3 clusters Score -977655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -977657.000000 Penalty: 2836.000732
	Iteration 19Q: 3 clusters Score -977657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -977657.437500 Penalty: 2836.000732
	Iteration 20F: 3 clusters Score -977657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -977659.062500 Penalty: 2836.000732
	Iteration 21Q: 3 clusters Score -977659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -977659.187500 Penalty: 2836.000732
	Iteration 22Q: 3 clusters Score -977659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -977659.187500 Penalty: 2836.000732
	Iteration 23F: 3 clusters Score -977659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Entering Unmasked Estep 
Score: -68798832.000000 Penalty: 68546.507812
Splitting cluster 13 changes total score from -68527720.000000 to -68798832.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -192065.421875 Penalty: 1192.358032
	Iteration 0F: 2 clusters Score -192065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -190320.046875 Penalty: 2384.716064
	Iteration 0F: 3 clusters Score -190320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -190920.234375 Penalty: 2384.716064
	Iteration 1F: 3 clusters Score -190920.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -191243.843750 Penalty: 2384.716064
	Iteration 2F: 3 clusters Score -191243.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -191484.734375 Penalty: 2384.716064
	Iteration 3F: 3 clusters Score -191484.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -191747.562500 Penalty: 2384.716064
	Iteration 4F: 3 clusters Score -191747.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192019.406250 Penalty: 2384.716064
	Iteration 5F: 3 clusters Score -192019.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192266.015625 Penalty: 2384.716064
	Iteration 6F: 3 clusters Score -192266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192403.187500 Penalty: 2384.716064
	Iteration 7Q: 3 clusters Score -192403.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192464.234375 Penalty: 2384.716064
	Iteration 8Q: 3 clusters Score -192464.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -192500.437500 Penalty: 2384.716064
	Iteration 9Q: 3 clusters Score -192500.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192532.796875 Penalty: 2384.716064
	Iteration 10Q: 3 clusters Score -192532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192562.234375 Penalty: 2384.716064
	Iteration 11Q: 3 clusters Score -192562.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192597.281250 Penalty: 2384.716064
	Iteration 12Q: 3 clusters Score -192597.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192631.812500 Penalty: 2384.716064
	Iteration 13Q: 3 clusters Score -192631.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192665.593750 Penalty: 2384.716064
	Iteration 14Q: 3 clusters Score -192665.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192689.734375 Penalty: 2384.716064
	Iteration 15Q: 3 clusters Score -192689.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192712.062500 Penalty: 2384.716064
	Iteration 16Q: 3 clusters Score -192712.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -192738.140625 Penalty: 2384.716064
	Iteration 17Q: 3 clusters Score -192738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -192762.750000 Penalty: 2384.716064
	Iteration 18Q: 3 clusters Score -192762.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192781.437500 Penalty: 2384.716064
	Iteration 19Q: 3 clusters Score -192781.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192799.781250 Penalty: 2384.716064
	Iteration 20F: 3 clusters Score -192799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -192816.312500 Penalty: 2384.716064
	Iteration 21Q: 3 clusters Score -192816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -192838.984375 Penalty: 2384.716064
	Iteration 22Q: 3 clusters Score -192839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192851.046875 Penalty: 2384.716064
	Iteration 23Q: 3 clusters Score -192851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192860.437500 Penalty: 2384.716064
	Iteration 24Q: 3 clusters Score -192860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -192872.156250 Penalty: 2384.716064
	Iteration 25Q: 3 clusters Score -192872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192880.296875 Penalty: 2384.716064
	Iteration 26Q: 3 clusters Score -192880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192889.203125 Penalty: 2384.716064
	Iteration 27Q: 3 clusters Score -192889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -192900.656250 Penalty: 2384.716064
	Iteration 28Q: 3 clusters Score -192900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192906.625000 Penalty: 2384.716064
	Iteration 29Q: 3 clusters Score -192906.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192916.171875 Penalty: 2384.716064
	Iteration 30Q: 3 clusters Score -192916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -192923.328125 Penalty: 2384.716064
	Iteration 31Q: 3 clusters Score -192923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192927.953125 Penalty: 2384.716064
	Iteration 32Q: 3 clusters Score -192928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -192931.734375 Penalty: 2384.716064
	Iteration 33Q: 3 clusters Score -192931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -192938.843750 Penalty: 2384.716064
	Iteration 34Q: 3 clusters Score -192938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -192944.968750 Penalty: 2384.716064
	Iteration 35Q: 3 clusters Score -192945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -192960.750000 Penalty: 2384.716064
	Iteration 36Q: 3 clusters Score -192960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -192993.937500 Penalty: 2384.716064
	Iteration 37Q: 3 clusters Score -192993.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -193041.625000 Penalty: 2384.716064
	Iteration 38Q: 3 clusters Score -193041.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -193131.218750 Penalty: 2384.716064
	Iteration 39Q: 3 clusters Score -193131.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -193251.609375 Penalty: 2384.716064
	Iteration 40F: 3 clusters Score -193251.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -193318.531250 Penalty: 2384.716064
	Iteration 41Q: 3 clusters Score -193318.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -193349.000000 Penalty: 2384.716064
	Iteration 42Q: 3 clusters Score -193349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -193366.062500 Penalty: 2384.716064
	Iteration 43Q: 3 clusters Score -193366.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -193380.093750 Penalty: 2384.716064
	Iteration 44Q: 3 clusters Score -193380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -193387.156250 Penalty: 2384.716064
	Iteration 45Q: 3 clusters Score -193387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -193388.875000 Penalty: 2384.716064
	Iteration 46Q: 3 clusters Score -193388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193389.703125 Penalty: 2384.716064
	Iteration 47Q: 3 clusters Score -193389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193400.656250 Penalty: 2384.716064
	Iteration 48F: 3 clusters Score -193400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -193411.890625 Penalty: 2384.716064
	Iteration 49Q: 3 clusters Score -193411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -193460.046875 Penalty: 2384.716064
	Iteration 50Q: 3 clusters Score -193460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193488.906250 Penalty: 2384.716064
	Iteration 51Q: 3 clusters Score -193488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -193502.515625 Penalty: 2384.716064
	Iteration 52Q: 3 clusters Score -193502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -193505.046875 Penalty: 2384.716064
	Iteration 53Q: 3 clusters Score -193505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -193509.171875 Penalty: 2384.716064
	Iteration 54Q: 3 clusters Score -193509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193509.453125 Penalty: 2384.716064
	Iteration 55Q: 3 clusters Score -193509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193509.453125 Penalty: 2384.716064
	Iteration 56F: 3 clusters Score -193509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Entering Unmasked Estep 
Score: -68799352.000000 Penalty: 70688.585938
Splitting cluster 14 changes total score from -68527720.000000 to -68799352.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -2196370.000000 Penalty: 1582.467163
	Iteration 0F: 2 clusters Score -2196370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2184724.250000 Penalty: 3164.934326
	Iteration 0F: 3 clusters Score -2184724 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2189834.750000 Penalty: 3164.934326
	Iteration 1F: 3 clusters Score -2189835 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2192449.750000 Penalty: 3164.934326
	Iteration 2F: 3 clusters Score -2192450 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2195012.000000 Penalty: 3164.934326
	Iteration 3F: 3 clusters Score -2195012 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2196707.750000 Penalty: 3164.934326
	Iteration 4F: 3 clusters Score -2196708 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2197875.250000 Penalty: 3164.934326
	Iteration 5F: 3 clusters Score -2197875 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2198460.000000 Penalty: 3164.934326
	Iteration 6Q: 3 clusters Score -2198460 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2198726.750000 Penalty: 3164.934326
	Iteration 7Q: 3 clusters Score -2198727 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2198860.250000 Penalty: 3164.934326
	Iteration 8Q: 3 clusters Score -2198860 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2198911.500000 Penalty: 3164.934326
	Iteration 9Q: 3 clusters Score -2198912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2198942.250000 Penalty: 3164.934326
	Iteration 10Q: 3 clusters Score -2198942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2198967.500000 Penalty: 3164.934326
	Iteration 11Q: 3 clusters Score -2198968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2198979.000000 Penalty: 3164.934326
	Iteration 12Q: 3 clusters Score -2198979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2198983.250000 Penalty: 3164.934326
	Iteration 13Q: 3 clusters Score -2198983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2198994.250000 Penalty: 3164.934326
	Iteration 14Q: 3 clusters Score -2198994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2198998.750000 Penalty: 3164.934326
	Iteration 15Q: 3 clusters Score -2198999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2198996.000000 Penalty: 3164.934326
	Iteration 16Q: 3 clusters Score -2198996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2198992.500000 Penalty: 3164.934326
	Iteration 17Q: 3 clusters Score -2198992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2198993.500000 Penalty: 3164.934326
	Iteration 18Q: 3 clusters Score -2198994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2199003.500000 Penalty: 3164.934326
	Iteration 19Q: 3 clusters Score -2199004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2198999.000000 Penalty: 3164.934326
	Iteration 20F: 3 clusters Score -2198999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2199001.750000 Penalty: 3164.934326
	Iteration 21Q: 3 clusters Score -2199002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2199001.250000 Penalty: 3164.934326
	Iteration 22Q: 3 clusters Score -2199001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2199005.000000 Penalty: 3164.934326
	Iteration 23Q: 3 clusters Score -2199005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2199008.500000 Penalty: 3164.934326
	Iteration 24Q: 3 clusters Score -2199008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2199018.000000 Penalty: 3164.934326
	Iteration 25Q: 3 clusters Score -2199018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2199022.750000 Penalty: 3164.934326
	Iteration 26Q: 3 clusters Score -2199023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2199034.000000 Penalty: 3164.934326
	Iteration 27Q: 3 clusters Score -2199034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2199045.500000 Penalty: 3164.934326
	Iteration 28Q: 3 clusters Score -2199046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2199055.500000 Penalty: 3164.934326
	Iteration 29Q: 3 clusters Score -2199056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2199076.250000 Penalty: 3164.934326
	Iteration 30Q: 3 clusters Score -2199076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2199098.750000 Penalty: 3164.934326
	Iteration 31Q: 3 clusters Score -2199099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2199141.000000 Penalty: 3164.934326
	Iteration 32Q: 3 clusters Score -2199141 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2199210.500000 Penalty: 3164.934326
	Iteration 33Q: 3 clusters Score -2199210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2199314.500000 Penalty: 3164.934326
	Iteration 34Q: 3 clusters Score -2199314 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2199479.750000 Penalty: 3164.934326
	Iteration 35Q: 3 clusters Score -2199480 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2199730.250000 Penalty: 3164.934326
	Iteration 36Q: 3 clusters Score -2199730 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2200011.750000 Penalty: 3164.934326
	Iteration 37Q: 3 clusters Score -2200012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2200201.250000 Penalty: 3164.934326
	Iteration 38Q: 3 clusters Score -2200201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2200332.500000 Penalty: 3164.934326
	Iteration 39Q: 3 clusters Score -2200332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2200421.500000 Penalty: 3164.934326
	Iteration 40F: 3 clusters Score -2200422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2200484.750000 Penalty: 3164.934326
	Iteration 41Q: 3 clusters Score -2200485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2200599.750000 Penalty: 3164.934326
	Iteration 42Q: 3 clusters Score -2200600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2200878.500000 Penalty: 3164.934326
	Iteration 43Q: 3 clusters Score -2200878 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2201257.250000 Penalty: 3164.934326
	Iteration 44Q: 3 clusters Score -2201257 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2201496.000000 Penalty: 3164.934326
	Iteration 45Q: 3 clusters Score -2201496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2201645.250000 Penalty: 3164.934326
	Iteration 46Q: 3 clusters Score -2201645 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2201805.250000 Penalty: 3164.934326
	Iteration 47Q: 3 clusters Score -2201805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2202068.250000 Penalty: 3164.934326
	Iteration 48Q: 3 clusters Score -2202068 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2202695.500000 Penalty: 3164.934326
	Iteration 49Q: 3 clusters Score -2202696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2203943.750000 Penalty: 3164.934326
	Iteration 50Q: 3 clusters Score -2203944 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2204767.250000 Penalty: 3164.934326
	Iteration 51Q: 3 clusters Score -2204767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2204902.000000 Penalty: 3164.934326
	Iteration 52Q: 3 clusters Score -2204902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2204923.250000 Penalty: 3164.934326
	Iteration 53Q: 3 clusters Score -2204923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2204935.750000 Penalty: 3164.934326
	Iteration 54Q: 3 clusters Score -2204936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2204939.000000 Penalty: 3164.934326
	Iteration 55Q: 3 clusters Score -2204939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2204940.750000 Penalty: 3164.934326
	Iteration 56Q: 3 clusters Score -2204941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2204944.500000 Penalty: 3164.934326
	Iteration 57Q: 3 clusters Score -2204944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2204943.000000 Penalty: 3164.934326
	Iteration 58Q: 3 clusters Score -2204943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2204940.000000 Penalty: 3164.934326
	Iteration 59Q: 3 clusters Score -2204940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2204953.500000 Penalty: 3164.934326
	Iteration 60F: 3 clusters Score -2204954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2204957.250000 Penalty: 3164.934326
	Iteration 61Q: 3 clusters Score -2204957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2204955.250000 Penalty: 3164.934326
	Iteration 62Q: 3 clusters Score -2204955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2204953.750000 Penalty: 3164.934326
	Iteration 63Q: 3 clusters Score -2204954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2204956.500000 Penalty: 3164.934326
	Iteration 64Q: 3 clusters Score -2204956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2204954.000000 Penalty: 3164.934326
	Iteration 65Q: 3 clusters Score -2204954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2204952.250000 Penalty: 3164.934326
	Iteration 66Q: 3 clusters Score -2204952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2204952.000000 Penalty: 3164.934326
	Iteration 67Q: 3 clusters Score -2204952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2204952.000000 Penalty: 3164.934326
	Iteration 68Q: 3 clusters Score -2204952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2204951.750000 Penalty: 3164.934326
	Iteration 69Q: 3 clusters Score -2204952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2204952.250000 Penalty: 3164.934326
	Iteration 70Q: 3 clusters Score -2204952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2204955.250000 Penalty: 3164.934326
	Iteration 71Q: 3 clusters Score -2204955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2204956.250000 Penalty: 3164.934326
	Iteration 72Q: 3 clusters Score -2204956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2204951.500000 Penalty: 3164.934326
	Iteration 73Q: 3 clusters Score -2204952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2204954.500000 Penalty: 3164.934326
	Iteration 74Q: 3 clusters Score -2204954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2204951.750000 Penalty: 3164.934326
	Iteration 75Q: 3 clusters Score -2204952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2204950.500000 Penalty: 3164.934326
	Iteration 76Q: 3 clusters Score -2204950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2204950.500000 Penalty: 3164.934326
	Iteration 77F: 3 clusters Score -2204950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Entering Unmasked Estep 
Score: -68807432.000000 Penalty: 72830.664062
Splitting cluster 15 changes total score from -68527720.000000 to -68807432.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -206388.312500 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -206388.3 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 791 members 
Entering Unmasked Estep 
Score: -204902.609375 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -204902.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206673.890625 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -206673.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -210084.578125 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -210084.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -211940.359375 Penalty: 2396.142578
	Iteration 3F: 3 clusters Score -211940.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -212631.781250 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -212631.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -212734.843750 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -212734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -212773.734375 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -212773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -212782.078125 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -212782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -212787.296875 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -212787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -212791.750000 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -212791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -212791.750000 Penalty: 2396.142578
	Iteration 10F: 3 clusters Score -212791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Entering Unmasked Estep 
Score: -68812824.000000 Penalty: 74972.742188
Splitting cluster 16 changes total score from -68527720.000000 to -68812824.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -56644.566406 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -56644.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55809.042969 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -55809.04 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57072.156250 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -57072.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -57724.253906 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -57724.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57855.554688 Penalty: 2065.735107
	Iteration 3Q: 3 clusters Score -57855.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57899.972656 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -57899.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57932.746094 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -57932.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57958.925781 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -57958.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57964.605469 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -57964.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57968.691406 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -57968.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57972.722656 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -57972.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57979.503906 Penalty: 2065.735107
	Iteration 10Q: 3 clusters Score -57979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57980.421875 Penalty: 2065.735107
	Iteration 11Q: 3 clusters Score -57980.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57980.421875 Penalty: 2065.735107
	Iteration 12F: 3 clusters Score -57980.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21551 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Entering Unmasked Estep 
Score: -68813032.000000 Penalty: 77114.820312
Splitting cluster 17 changes total score from -68527720.000000 to -68813032.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (21551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Entering Unmasked Estep 
Score: -2704541.250000 Penalty: 1621.453735
	Iteration 0F: 2 clusters Score -2704541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2690014.250000 Penalty: 3242.907471
	Iteration 0F: 3 clusters Score -2690014 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2697010.500000 Penalty: 3242.907471
	Iteration 1F: 3 clusters Score -2697010 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2699732.000000 Penalty: 3242.907471
	Iteration 2F: 3 clusters Score -2699732 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2702662.000000 Penalty: 3242.907471
	Iteration 3F: 3 clusters Score -2702662 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2705052.250000 Penalty: 3242.907471
	Iteration 4F: 3 clusters Score -2705052 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2706455.500000 Penalty: 3242.907471
	Iteration 5F: 3 clusters Score -2706456 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2707110.250000 Penalty: 3242.907471
	Iteration 6Q: 3 clusters Score -2707110 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2707492.250000 Penalty: 3242.907471
	Iteration 7Q: 3 clusters Score -2707492 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2707858.250000 Penalty: 3242.907471
	Iteration 8Q: 3 clusters Score -2707858 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2708166.250000 Penalty: 3242.907471
	Iteration 9Q: 3 clusters Score -2708166 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2708437.250000 Penalty: 3242.907471
	Iteration 10Q: 3 clusters Score -2708437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2708593.750000 Penalty: 3242.907471
	Iteration 11Q: 3 clusters Score -2708594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2708659.250000 Penalty: 3242.907471
	Iteration 12Q: 3 clusters Score -2708659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2708702.250000 Penalty: 3242.907471
	Iteration 13Q: 3 clusters Score -2708702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2708720.500000 Penalty: 3242.907471
	Iteration 14Q: 3 clusters Score -2708720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2708741.750000 Penalty: 3242.907471
	Iteration 15Q: 3 clusters Score -2708742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2708757.500000 Penalty: 3242.907471
	Iteration 16Q: 3 clusters Score -2708758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2708765.250000 Penalty: 3242.907471
	Iteration 17Q: 3 clusters Score -2708765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2708773.750000 Penalty: 3242.907471
	Iteration 18Q: 3 clusters Score -2708774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2708775.250000 Penalty: 3242.907471
	Iteration 19Q: 3 clusters Score -2708775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2708776.000000 Penalty: 3242.907471
	Iteration 20F: 3 clusters Score -2708776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2708780.500000 Penalty: 3242.907471
	Iteration 21Q: 3 clusters Score -2708780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2708784.250000 Penalty: 3242.907471
	Iteration 22Q: 3 clusters Score -2708784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2708786.250000 Penalty: 3242.907471
	Iteration 23Q: 3 clusters Score -2708786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2708786.250000 Penalty: 3242.907471
	Iteration 24Q: 3 clusters Score -2708786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2708794.250000 Penalty: 3242.907471
	Iteration 25Q: 3 clusters Score -2708794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2708796.500000 Penalty: 3242.907471
	Iteration 26Q: 3 clusters Score -2708796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2708805.750000 Penalty: 3242.907471
	Iteration 27Q: 3 clusters Score -2708806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2708807.250000 Penalty: 3242.907471
	Iteration 28Q: 3 clusters Score -2708807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2708812.250000 Penalty: 3242.907471
	Iteration 29Q: 3 clusters Score -2708812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2708808.250000 Penalty: 3242.907471
	Iteration 30Q: 3 clusters Score -2708808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2708808.500000 Penalty: 3242.907471
	Iteration 31Q: 3 clusters Score -2708808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2708818.250000 Penalty: 3242.907471
	Iteration 32Q: 3 clusters Score -2708818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2708812.750000 Penalty: 3242.907471
	Iteration 33Q: 3 clusters Score -2708813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2708815.250000 Penalty: 3242.907471
	Iteration 34Q: 3 clusters Score -2708815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2708821.750000 Penalty: 3242.907471
	Iteration 35Q: 3 clusters Score -2708822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2708815.250000 Penalty: 3242.907471
	Iteration 36Q: 3 clusters Score -2708815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2708817.000000 Penalty: 3242.907471
	Iteration 37Q: 3 clusters Score -2708817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2708815.250000 Penalty: 3242.907471
	Iteration 38Q: 3 clusters Score -2708815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2708815.250000 Penalty: 3242.907471
	Iteration 39Q: 3 clusters Score -2708815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2708808.750000 Penalty: 3242.907471
	Iteration 40F: 3 clusters Score -2708809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2708815.750000 Penalty: 3242.907471
	Iteration 41Q: 3 clusters Score -2708816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2708813.250000 Penalty: 3242.907471
	Iteration 42Q: 3 clusters Score -2708813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2708817.500000 Penalty: 3242.907471
	Iteration 43Q: 3 clusters Score -2708818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2708818.250000 Penalty: 3242.907471
	Iteration 44Q: 3 clusters Score -2708818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2708821.250000 Penalty: 3242.907471
	Iteration 45Q: 3 clusters Score -2708821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2708826.000000 Penalty: 3242.907471
	Iteration 46Q: 3 clusters Score -2708826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2708827.000000 Penalty: 3242.907471
	Iteration 47Q: 3 clusters Score -2708827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2708830.750000 Penalty: 3242.907471
	Iteration 48Q: 3 clusters Score -2708831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2708830.750000 Penalty: 3242.907471
	Iteration 49Q: 3 clusters Score -2708831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2708826.750000 Penalty: 3242.907471
	Iteration 50Q: 3 clusters Score -2708827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2708831.500000 Penalty: 3242.907471
	Iteration 51Q: 3 clusters Score -2708832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2708829.250000 Penalty: 3242.907471
	Iteration 52Q: 3 clusters Score -2708829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2708830.750000 Penalty: 3242.907471
	Iteration 53Q: 3 clusters Score -2708831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2708832.250000 Penalty: 3242.907471
	Iteration 54Q: 3 clusters Score -2708832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2708831.750000 Penalty: 3242.907471
	Iteration 55Q: 3 clusters Score -2708832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2708830.000000 Penalty: 3242.907471
	Iteration 56Q: 3 clusters Score -2708830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2708830.000000 Penalty: 3242.907471
	Iteration 57Q: 3 clusters Score -2708830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2708829.000000 Penalty: 3242.907471
	Iteration 58Q: 3 clusters Score -2708829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2708829.000000 Penalty: 3242.907471
	Iteration 59F: 3 clusters Score -2708829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 17300 members 
Entering Unmasked Estep 
Score: -68817024.000000 Penalty: 79256.898438
Splitting cluster 18 changes total score from -68527720.000000 to -68817024.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -486894.031250 Penalty: 1364.448486
	Iteration 0F: 2 clusters Score -486894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -483460.968750 Penalty: 2728.896973
	Iteration 0F: 3 clusters Score -483461 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -486177.156250 Penalty: 2728.896973
	Iteration 1F: 3 clusters Score -486177.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -487689.093750 Penalty: 2728.896973
	Iteration 2F: 3 clusters Score -487689.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -488539.718750 Penalty: 2728.896973
	Iteration 3F: 3 clusters Score -488539.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -488889.468750 Penalty: 2728.896973
	Iteration 4F: 3 clusters Score -488889.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -489081.000000 Penalty: 2728.896973
	Iteration 5Q: 3 clusters Score -489081 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489194.375000 Penalty: 2728.896973
	Iteration 6Q: 3 clusters Score -489194.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -489261.187500 Penalty: 2728.896973
	Iteration 7Q: 3 clusters Score -489261.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -489309.718750 Penalty: 2728.896973
	Iteration 8Q: 3 clusters Score -489309.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -489341.125000 Penalty: 2728.896973
	Iteration 9Q: 3 clusters Score -489341.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -489355.281250 Penalty: 2728.896973
	Iteration 10Q: 3 clusters Score -489355.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -489368.937500 Penalty: 2728.896973
	Iteration 11Q: 3 clusters Score -489368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -489371.375000 Penalty: 2728.896973
	Iteration 12Q: 3 clusters Score -489371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -489373.718750 Penalty: 2728.896973
	Iteration 13Q: 3 clusters Score -489373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -489375.406250 Penalty: 2728.896973
	Iteration 14Q: 3 clusters Score -489375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -489374.250000 Penalty: 2728.896973
	Iteration 15Q: 3 clusters Score -489374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -489374.250000 Penalty: 2728.896973
	Iteration 16F: 3 clusters Score -489374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 17300 members 
Mstep: Class 38 contains 2300 members 
Entering Unmasked Estep 
Score: -68818672.000000 Penalty: 81398.976562
Splitting cluster 19 changes total score from -68527720.000000 to -68818672.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -473252.031250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -473252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -470161.062500 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -470161.1 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -471060.531250 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -471060.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -471342.875000 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -471342.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -471653.093750 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -471653.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -471981.906250 Penalty: 2665.093506
	Iteration 4F: 3 clusters Score -471981.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -472302.468750 Penalty: 2665.093506
	Iteration 5F: 3 clusters Score -472302.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -472551.406250 Penalty: 2665.093506
	Iteration 6F: 3 clusters Score -472551.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -472729.843750 Penalty: 2665.093506
	Iteration 7F: 3 clusters Score -472729.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -472830.218750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -472830.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -472893.656250 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -472893.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -472935.937500 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -472935.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -472955.593750 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -472955.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -472967.906250 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -472967.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -472977.250000 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -472977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -472983.875000 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -472983.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -472989.218750 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -472989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -472993.281250 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -472993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -472993.250000 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -472993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -472995.656250 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -472995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -472995.843750 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -472995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -473000.156250 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -473000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -473002.156250 Penalty: 2665.093506
	Iteration 21Q: 3 clusters Score -473002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -473004.937500 Penalty: 2665.093506
	Iteration 22Q: 3 clusters Score -473004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -473005.750000 Penalty: 2665.093506
	Iteration 23Q: 3 clusters Score -473005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -473007.812500 Penalty: 2665.093506
	Iteration 24Q: 3 clusters Score -473007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -473008.437500 Penalty: 2665.093506
	Iteration 25Q: 3 clusters Score -473008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -473009.281250 Penalty: 2665.093506
	Iteration 26Q: 3 clusters Score -473009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -473009.281250 Penalty: 2665.093506
	Iteration 27F: 3 clusters Score -473009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -239427.796875 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -239427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237561.828125 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -237561.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239246.000000 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -239246 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -240234.296875 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -240234.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -240643.250000 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -240643.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -241130.828125 Penalty: 2467.846680
	Iteration 4F: 3 clusters Score -241130.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -241721.484375 Penalty: 2467.846680
	Iteration 5F: 3 clusters Score -241721.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -241951.218750 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -241951.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -242085.968750 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -242086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -242170.234375 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -242170.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -242216.031250 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -242216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -242258.515625 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -242258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -242325.781250 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -242325.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -242372.140625 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -242372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -242414.796875 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -242414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -242439.843750 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -242439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -242457.500000 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -242457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -242465.515625 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -242465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -242467.656250 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -242467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -242468.031250 Penalty: 2467.846680
	Iteration 18F: 3 clusters Score -242468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -242470.546875 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -242470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -242482.875000 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -242482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -242486.750000 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -242486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -242494.000000 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -242494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -242495.421875 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -242495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -242495.734375 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -242495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -242495.734375 Penalty: 2467.846680
	Iteration 25F: 3 clusters Score -242495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 17300 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 461 members 
Entering Unmasked Estep 
Score: -68820808.000000 Penalty: 83541.054688
Splitting cluster 21 changes total score from -68527720.000000 to -68820808.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (14317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Entering Unmasked Estep 
Score: -1797398.125000 Penalty: 1554.995605
	Iteration 0F: 2 clusters Score -1797398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1787436.250000 Penalty: 3109.991211
	Iteration 0F: 3 clusters Score -1787436 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1791080.125000 Penalty: 3109.991211
	Iteration 1F: 3 clusters Score -1791080 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1791680.750000 Penalty: 3109.991211
	Iteration 2F: 3 clusters Score -1791681 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1792426.875000 Penalty: 3109.991211
	Iteration 3F: 3 clusters Score -1792427 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1793369.250000 Penalty: 3109.991211
	Iteration 4F: 3 clusters Score -1793369 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1794457.250000 Penalty: 3109.991211
	Iteration 5F: 3 clusters Score -1794457 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1795451.750000 Penalty: 3109.991211
	Iteration 6F: 3 clusters Score -1795452 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1796190.750000 Penalty: 3109.991211
	Iteration 7F: 3 clusters Score -1796191 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1796674.250000 Penalty: 3109.991211
	Iteration 8Q: 3 clusters Score -1796674 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1796953.625000 Penalty: 3109.991211
	Iteration 9Q: 3 clusters Score -1796954 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1797101.250000 Penalty: 3109.991211
	Iteration 10Q: 3 clusters Score -1797101 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1797163.625000 Penalty: 3109.991211
	Iteration 11Q: 3 clusters Score -1797164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1797208.125000 Penalty: 3109.991211
	Iteration 12Q: 3 clusters Score -1797208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1797234.750000 Penalty: 3109.991211
	Iteration 13Q: 3 clusters Score -1797235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1797259.250000 Penalty: 3109.991211
	Iteration 14Q: 3 clusters Score -1797259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1797272.375000 Penalty: 3109.991211
	Iteration 15Q: 3 clusters Score -1797272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1797286.250000 Penalty: 3109.991211
	Iteration 16Q: 3 clusters Score -1797286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1797309.750000 Penalty: 3109.991211
	Iteration 17Q: 3 clusters Score -1797310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1797315.750000 Penalty: 3109.991211
	Iteration 18Q: 3 clusters Score -1797316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1797342.125000 Penalty: 3109.991211
	Iteration 19Q: 3 clusters Score -1797342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1797360.125000 Penalty: 3109.991211
	Iteration 20F: 3 clusters Score -1797360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1797369.125000 Penalty: 3109.991211
	Iteration 21Q: 3 clusters Score -1797369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1797380.625000 Penalty: 3109.991211
	Iteration 22Q: 3 clusters Score -1797381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1797389.250000 Penalty: 3109.991211
	Iteration 23Q: 3 clusters Score -1797389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1797407.125000 Penalty: 3109.991211
	Iteration 24Q: 3 clusters Score -1797407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1797427.375000 Penalty: 3109.991211
	Iteration 25Q: 3 clusters Score -1797427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1797436.375000 Penalty: 3109.991211
	Iteration 26Q: 3 clusters Score -1797436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1797463.875000 Penalty: 3109.991211
	Iteration 27Q: 3 clusters Score -1797464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1797494.375000 Penalty: 3109.991211
	Iteration 28Q: 3 clusters Score -1797494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1797541.625000 Penalty: 3109.991211
	Iteration 29Q: 3 clusters Score -1797542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1797586.125000 Penalty: 3109.991211
	Iteration 30Q: 3 clusters Score -1797586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1797622.375000 Penalty: 3109.991211
	Iteration 31Q: 3 clusters Score -1797622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1797670.000000 Penalty: 3109.991211
	Iteration 32Q: 3 clusters Score -1797670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1797724.750000 Penalty: 3109.991211
	Iteration 33Q: 3 clusters Score -1797725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1797766.750000 Penalty: 3109.991211
	Iteration 34Q: 3 clusters Score -1797767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1797824.375000 Penalty: 3109.991211
	Iteration 35Q: 3 clusters Score -1797824 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1797886.000000 Penalty: 3109.991211
	Iteration 36Q: 3 clusters Score -1797886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1797940.000000 Penalty: 3109.991211
	Iteration 37Q: 3 clusters Score -1797940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1797991.500000 Penalty: 3109.991211
	Iteration 38Q: 3 clusters Score -1797992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1798044.000000 Penalty: 3109.991211
	Iteration 39Q: 3 clusters Score -1798044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1798110.750000 Penalty: 3109.991211
	Iteration 40F: 3 clusters Score -1798111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1798139.500000 Penalty: 3109.991211
	Iteration 41Q: 3 clusters Score -1798140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1798167.250000 Penalty: 3109.991211
	Iteration 42Q: 3 clusters Score -1798167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1798183.375000 Penalty: 3109.991211
	Iteration 43Q: 3 clusters Score -1798183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1798198.875000 Penalty: 3109.991211
	Iteration 44Q: 3 clusters Score -1798199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1798211.125000 Penalty: 3109.991211
	Iteration 45Q: 3 clusters Score -1798211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1798220.625000 Penalty: 3109.991211
	Iteration 46Q: 3 clusters Score -1798221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1798224.375000 Penalty: 3109.991211
	Iteration 47Q: 3 clusters Score -1798224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1798227.750000 Penalty: 3109.991211
	Iteration 48Q: 3 clusters Score -1798228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1798229.500000 Penalty: 3109.991211
	Iteration 49Q: 3 clusters Score -1798230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1798233.625000 Penalty: 3109.991211
	Iteration 50Q: 3 clusters Score -1798234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1798236.375000 Penalty: 3109.991211
	Iteration 51Q: 3 clusters Score -1798236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1798236.250000 Penalty: 3109.991211
	Iteration 52Q: 3 clusters Score -1798236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1798239.375000 Penalty: 3109.991211
	Iteration 53Q: 3 clusters Score -1798239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1798238.500000 Penalty: 3109.991211
	Iteration 54Q: 3 clusters Score -1798238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1798238.125000 Penalty: 3109.991211
	Iteration 55Q: 3 clusters Score -1798238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1798237.000000 Penalty: 3109.991211
	Iteration 56Q: 3 clusters Score -1798237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1798234.750000 Penalty: 3109.991211
	Iteration 57Q: 3 clusters Score -1798235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1798232.625000 Penalty: 3109.991211
	Iteration 58Q: 3 clusters Score -1798233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1798232.125000 Penalty: 3109.991211
	Iteration 59Q: 3 clusters Score -1798232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1798233.000000 Penalty: 3109.991211
	Iteration 60F: 3 clusters Score -1798233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 17300 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 461 members 
Mstep: Class 40 contains 7559 members 
Entering Unmasked Estep 
Score: -68820992.000000 Penalty: 85683.132812
Splitting cluster 23 changes total score from -68527720.000000 to -68820992.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -978260.125000 Penalty: 1454.987549
	Iteration 0F: 2 clusters Score -978260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -972617.687500 Penalty: 2909.975098
	Iteration 0F: 3 clusters Score -972617.7 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -975290.437500 Penalty: 2909.975098
	Iteration 1F: 3 clusters Score -975290.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -976821.062500 Penalty: 2909.975098
	Iteration 2F: 3 clusters Score -976821.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -978269.625000 Penalty: 2909.975098
	Iteration 3F: 3 clusters Score -978269.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -979198.437500 Penalty: 2909.975098
	Iteration 4F: 3 clusters Score -979198.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -979999.250000 Penalty: 2909.975098
	Iteration 5F: 3 clusters Score -979999.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -980664.750000 Penalty: 2909.975098
	Iteration 6Q: 3 clusters Score -980664.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -980926.312500 Penalty: 2909.975098
	Iteration 7Q: 3 clusters Score -980926.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -981037.000000 Penalty: 2909.975098
	Iteration 8Q: 3 clusters Score -981037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -981117.000000 Penalty: 2909.975098
	Iteration 9Q: 3 clusters Score -981117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -981178.812500 Penalty: 2909.975098
	Iteration 10Q: 3 clusters Score -981178.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -981216.750000 Penalty: 2909.975098
	Iteration 11Q: 3 clusters Score -981216.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -981234.812500 Penalty: 2909.975098
	Iteration 12Q: 3 clusters Score -981234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -981245.625000 Penalty: 2909.975098
	Iteration 13Q: 3 clusters Score -981245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -981252.437500 Penalty: 2909.975098
	Iteration 14Q: 3 clusters Score -981252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -981255.125000 Penalty: 2909.975098
	Iteration 15Q: 3 clusters Score -981255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -981257.562500 Penalty: 2909.975098
	Iteration 16Q: 3 clusters Score -981257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -981262.750000 Penalty: 2909.975098
	Iteration 17Q: 3 clusters Score -981262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -981263.187500 Penalty: 2909.975098
	Iteration 18Q: 3 clusters Score -981263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -981266.500000 Penalty: 2909.975098
	Iteration 19Q: 3 clusters Score -981266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -981269.875000 Penalty: 2909.975098
	Iteration 20F: 3 clusters Score -981269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -981273.625000 Penalty: 2909.975098
	Iteration 21Q: 3 clusters Score -981273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -981276.500000 Penalty: 2909.975098
	Iteration 22Q: 3 clusters Score -981276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -981277.125000 Penalty: 2909.975098
	Iteration 23Q: 3 clusters Score -981277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -981276.125000 Penalty: 2909.975098
	Iteration 24Q: 3 clusters Score -981276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -981276.250000 Penalty: 2909.975098
	Iteration 25Q: 3 clusters Score -981276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -981276.250000 Penalty: 2909.975098
	Iteration 26F: 3 clusters Score -981276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 60410 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 48126 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 25983 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 395 members 
Mstep: Class 34 contains 7589 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 17300 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 461 members 
Mstep: Class 40 contains 7559 members 
Mstep: Class 41 contains 5219 members 
Entering Unmasked Estep 
Score: -68823272.000000 Penalty: 87825.210938
Splitting cluster 24 changes total score from -68527720.000000 to -68823272.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 115095 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 87889 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 61826 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68856488.000000 Penalty: 87825.210938
Iteration 39Q: 42 clusters Score -6.885649e+07 nChanged 33815
Entering Unmasked Mstep 
Mstep: Class 0 contains 524 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 579 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 21730 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 124440 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 78201 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 63279 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 4433 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 1020 members 
Mstep: Class 26 contains 10893 members 
Mstep: Class 27 contains 63324 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 44570 members 
Mstep: Class 30 contains 879 members 
Mstep: Class 31 contains 25852 members 
Mstep: Class 32 contains 4781 members 
Mstep: Class 33 contains 383 members 
Mstep: Class 34 contains 7034 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 15955 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 7183 members 
Mstep: Class 41 contains 4874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68874760.000000 Penalty: 87825.210938
Iteration 40F: 42 clusters Score -6.887476e+07 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 21607 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 129010 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 73470 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 63496 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 481 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 3620 members 
Mstep: Class 21 contains 1925 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 6831 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 1130 members 
Mstep: Class 26 contains 11279 members 
Mstep: Class 27 contains 64867 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 43182 members 
Mstep: Class 30 contains 969 members 
Mstep: Class 31 contains 25801 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 403 members 
Mstep: Class 34 contains 6931 members 
Mstep: Class 35 contains 399 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 15781 members 
Mstep: Class 38 contains 2600 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 7206 members 
Mstep: Class 41 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68883472.000000 Penalty: 87825.210938
Iteration 41Q: 42 clusters Score -6.888347e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 21514 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 132476 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 69980 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 63589 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 1146 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 6827 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 1149 members 
Mstep: Class 26 contains 11489 members 
Mstep: Class 27 contains 66139 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 41939 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 25803 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 399 members 
Mstep: Class 36 contains 187 members 
Mstep: Class 37 contains 15575 members 
Mstep: Class 38 contains 2776 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68885832.000000 Penalty: 87825.210938
Iteration 42Q: 42 clusters Score -6.888583e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 135129 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 67304 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 63627 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 6872 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 1159 members 
Mstep: Class 26 contains 11664 members 
Mstep: Class 27 contains 67198 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 40894 members 
Mstep: Class 30 contains 995 members 
Mstep: Class 31 contains 25812 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 6819 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 15404 members 
Mstep: Class 38 contains 2917 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7211 members 
Mstep: Class 41 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887200.000000 Penalty: 87825.210938
Iteration 43Q: 42 clusters Score -6.88872e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 21402 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 137205 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 65201 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63634 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1151 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 473 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 2159 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 6898 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 11808 members 
Mstep: Class 27 contains 68165 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 39920 members 
Mstep: Class 30 contains 996 members 
Mstep: Class 31 contains 25824 members 
Mstep: Class 32 contains 4809 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 6790 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 187 members 
Mstep: Class 37 contains 15281 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7211 members 
Mstep: Class 41 contains 4324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887800.000000 Penalty: 87825.210938
Iteration 44Q: 42 clusters Score -6.88878e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 138826 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 63588 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 63629 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 1151 members 
Mstep: Class 15 contains 8514 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 4438 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 6935 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 11943 members 
Mstep: Class 27 contains 68957 members 
Mstep: Class 28 contains 2052 members 
Mstep: Class 29 contains 39112 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 6767 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 187 members 
Mstep: Class 37 contains 15165 members 
Mstep: Class 38 contains 3069 members 
Mstep: Class 39 contains 467 members 
Mstep: Class 40 contains 7224 members 
Mstep: Class 41 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887592.000000 Penalty: 87825.210938
Iteration 45Q: 42 clusters Score -6.888759e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21366 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 140078 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 62332 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 651 members 
Mstep: Class 12 contains 63627 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 478 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 6970 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 12126 members 
Mstep: Class 27 contains 69639 members 
Mstep: Class 28 contains 2035 members 
Mstep: Class 29 contains 38396 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 25856 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6741 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 187 members 
Mstep: Class 37 contains 15083 members 
Mstep: Class 38 contains 3094 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7226 members 
Mstep: Class 41 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886968.000000 Penalty: 87825.210938
Iteration 46Q: 42 clusters Score -6.888697e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21373 members 
Mstep: Class 5 contains 1154 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 141054 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 61355 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 63631 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 478 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 2525 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 382 members 
Mstep: Class 23 contains 7002 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 12362 members 
Mstep: Class 27 contains 70237 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 37724 members 
Mstep: Class 30 contains 987 members 
Mstep: Class 31 contains 25862 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6732 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 15012 members 
Mstep: Class 38 contains 3103 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886840.000000 Penalty: 87825.210938
Iteration 47Q: 42 clusters Score -6.888684e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 141852 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 60548 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 63616 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 386 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 1178 members 
Mstep: Class 26 contains 12639 members 
Mstep: Class 27 contains 70774 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 37115 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 25867 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 6730 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14970 members 
Mstep: Class 38 contains 3107 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7214 members 
Mstep: Class 41 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886872.000000 Penalty: 87825.210938
Iteration 48Q: 42 clusters Score -6.888687e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 142457 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 59928 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 63608 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2486 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 7046 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 12891 members 
Mstep: Class 27 contains 71181 members 
Mstep: Class 28 contains 2017 members 
Mstep: Class 29 contains 36649 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 25880 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 6733 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14937 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 468 members 
Mstep: Class 40 contains 7212 members 
Mstep: Class 41 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887080.000000 Penalty: 87825.210938
Iteration 49Q: 42 clusters Score -6.888708e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21377 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 142872 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 59499 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 63621 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4472 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 390 members 
Mstep: Class 23 contains 7048 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 13067 members 
Mstep: Class 27 contains 71563 members 
Mstep: Class 28 contains 2017 members 
Mstep: Class 29 contains 36192 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 25890 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 6742 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14909 members 
Mstep: Class 38 contains 3126 members 
Mstep: Class 39 contains 469 members 
Mstep: Class 40 contains 7202 members 
Mstep: Class 41 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887160.000000 Penalty: 87825.210938
Iteration 50Q: 42 clusters Score -6.888716e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 143193 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 63622 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 7992 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 2553 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 13198 members 
Mstep: Class 27 contains 71909 members 
Mstep: Class 28 contains 2017 members 
Mstep: Class 29 contains 35760 members 
Mstep: Class 30 contains 988 members 
Mstep: Class 31 contains 25898 members 
Mstep: Class 32 contains 4826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 6760 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14895 members 
Mstep: Class 38 contains 3147 members 
Mstep: Class 39 contains 469 members 
Mstep: Class 40 contains 7193 members 
Mstep: Class 41 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887040.000000 Penalty: 87825.210938
Iteration 51Q: 42 clusters Score -6.888704e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 143450 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 58884 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 63634 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 13294 members 
Mstep: Class 27 contains 72208 members 
Mstep: Class 28 contains 2017 members 
Mstep: Class 29 contains 35400 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 25900 members 
Mstep: Class 32 contains 4828 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 6775 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14876 members 
Mstep: Class 38 contains 3165 members 
Mstep: Class 39 contains 470 members 
Mstep: Class 40 contains 7189 members 
Mstep: Class 41 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886680.000000 Penalty: 87825.210938
Iteration 52Q: 42 clusters Score -6.888668e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 143674 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 58642 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 63637 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 7880 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2710 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 13368 members 
Mstep: Class 27 contains 72460 members 
Mstep: Class 28 contains 2016 members 
Mstep: Class 29 contains 35084 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 25905 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6789 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14867 members 
Mstep: Class 38 contains 3190 members 
Mstep: Class 39 contains 471 members 
Mstep: Class 40 contains 7177 members 
Mstep: Class 41 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886656.000000 Penalty: 87825.210938
Iteration 53Q: 42 clusters Score -6.888666e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21383 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 143838 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 58452 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 63633 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2737 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 2383 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 13413 members 
Mstep: Class 27 contains 72670 members 
Mstep: Class 28 contains 2015 members 
Mstep: Class 29 contains 34824 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 25908 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14856 members 
Mstep: Class 38 contains 3203 members 
Mstep: Class 39 contains 471 members 
Mstep: Class 40 contains 7181 members 
Mstep: Class 41 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886392.000000 Penalty: 87825.210938
Iteration 54Q: 42 clusters Score -6.888639e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21376 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 143966 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 58312 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 63633 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2756 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 72882 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 34579 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25914 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6822 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14833 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 7184 members 
Mstep: Class 41 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886256.000000 Penalty: 87825.210938
Iteration 55Q: 42 clusters Score -6.888626e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21370 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144039 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 58224 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 63634 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 7801 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4490 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2774 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 13453 members 
Mstep: Class 27 contains 73057 members 
Mstep: Class 28 contains 2013 members 
Mstep: Class 29 contains 34368 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25921 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6840 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14809 members 
Mstep: Class 38 contains 3217 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 7186 members 
Mstep: Class 41 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886272.000000 Penalty: 87825.210938
Iteration 56Q: 42 clusters Score -6.888627e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21372 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144094 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 58153 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 63632 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 73215 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 34182 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25929 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6848 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14786 members 
Mstep: Class 38 contains 3218 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 7184 members 
Mstep: Class 41 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886088.000000 Penalty: 87825.210938
Iteration 57Q: 42 clusters Score -6.888609e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21374 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144130 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 58112 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 63629 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 7086 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 2011 members 
Mstep: Class 29 contains 33982 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25934 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6860 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14771 members 
Mstep: Class 38 contains 3218 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 7183 members 
Mstep: Class 41 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886056.000000 Penalty: 87825.210938
Iteration 58Q: 42 clusters Score -6.888606e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21375 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144157 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 58084 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 63634 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 7093 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 13494 members 
Mstep: Class 27 contains 73526 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 33804 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25937 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6872 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14754 members 
Mstep: Class 38 contains 3218 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 7181 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68886032.000000 Penalty: 87825.210938
Iteration 59Q: 42 clusters Score -6.888603e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21374 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144182 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 58060 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 63638 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 7099 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13506 members 
Mstep: Class 27 contains 73668 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 33634 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25936 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 6883 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 14739 members 
Mstep: Class 38 contains 3217 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 7184 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68887384.000000 Penalty: 87825.210938
Iteration 60F: 42 clusters Score -6.888738e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 21370 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144194 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 58050 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 63637 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 73782 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 33493 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25940 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 6891 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14725 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 480 members 
Mstep: Class 40 contains 7185 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888432.000000 Penalty: 87825.210938
Iteration 61Q: 42 clusters Score -6.888843e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 21375 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144206 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 58037 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 63635 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1146 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13531 members 
Mstep: Class 27 contains 73899 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 33345 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 25944 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 431 members 
Mstep: Class 34 contains 6905 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14709 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7187 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888680.000000 Penalty: 87825.210938
Iteration 62Q: 42 clusters Score -6.888868e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144218 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 58022 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 63636 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 7691 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13539 members 
Mstep: Class 27 contains 74013 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 33208 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 25949 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 437 members 
Mstep: Class 34 contains 6919 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14699 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 7187 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888728.000000 Penalty: 87825.210938
Iteration 63Q: 42 clusters Score -6.888873e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144232 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 58011 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 63636 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1144 members 
Mstep: Class 15 contains 7685 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13544 members 
Mstep: Class 27 contains 74106 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 33094 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25952 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 445 members 
Mstep: Class 34 contains 6938 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14684 members 
Mstep: Class 38 contains 3213 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 7189 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888680.000000 Penalty: 87825.210938
Iteration 64Q: 42 clusters Score -6.888868e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 21376 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144244 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 58008 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 63637 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 7681 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2880 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 74195 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32984 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25951 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 445 members 
Mstep: Class 34 contains 6951 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14673 members 
Mstep: Class 38 contains 3209 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7191 members 
Mstep: Class 41 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888736.000000 Penalty: 87825.210938
Iteration 65Q: 42 clusters Score -6.888874e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 21376 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144250 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 58010 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 63639 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 7678 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2884 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13558 members 
Mstep: Class 27 contains 74268 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32881 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25952 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 6963 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14661 members 
Mstep: Class 38 contains 3210 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888744.000000 Penalty: 87825.210938
Iteration 66Q: 42 clusters Score -6.888874e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 21377 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144252 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 58009 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 63644 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 13568 members 
Mstep: Class 27 contains 74311 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32812 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25952 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 445 members 
Mstep: Class 34 contains 6976 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14646 members 
Mstep: Class 38 contains 3214 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7194 members 
Mstep: Class 41 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888792.000000 Penalty: 87825.210938
Iteration 67Q: 42 clusters Score -6.888879e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 21375 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144254 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 58005 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 63647 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4490 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 424 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 13570 members 
Mstep: Class 27 contains 74368 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32740 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25953 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 6989 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14637 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7196 members 
Mstep: Class 41 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888752.000000 Penalty: 87825.210938
Iteration 68Q: 42 clusters Score -6.888875e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 21377 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144259 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 57996 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 63651 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 13573 members 
Mstep: Class 27 contains 74409 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32684 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25954 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14628 members 
Mstep: Class 38 contains 3217 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7195 members 
Mstep: Class 41 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888688.000000 Penalty: 87825.210938
Iteration 69Q: 42 clusters Score -6.888869e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 144266 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 57985 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 63657 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1139 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 7141 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13576 members 
Mstep: Class 27 contains 74452 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32627 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25957 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7005 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14610 members 
Mstep: Class 38 contains 3220 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7195 members 
Mstep: Class 41 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888616.000000 Penalty: 87825.210938
Iteration 70Q: 42 clusters Score -6.888862e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 144271 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 57982 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63656 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4492 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 7146 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13577 members 
Mstep: Class 27 contains 74497 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32563 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25960 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7018 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14600 members 
Mstep: Class 38 contains 3222 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7195 members 
Mstep: Class 41 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888664.000000 Penalty: 87825.210938
Iteration 71Q: 42 clusters Score -6.888866e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 144275 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 57979 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 63660 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 7155 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13579 members 
Mstep: Class 27 contains 74541 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32506 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25960 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7030 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14583 members 
Mstep: Class 38 contains 3223 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7194 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888584.000000 Penalty: 87825.210938
Iteration 72Q: 42 clusters Score -6.888858e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 144274 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 57975 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 63664 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4500 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13584 members 
Mstep: Class 27 contains 74579 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32453 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25963 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7042 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14558 members 
Mstep: Class 38 contains 3225 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7194 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888664.000000 Penalty: 87825.210938
Iteration 73Q: 42 clusters Score -6.888866e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 3456 members 
Mstep: Class 7 contains 144275 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 57974 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63671 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 7673 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2888 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 7172 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13587 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32404 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 25968 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7059 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14530 members 
Mstep: Class 38 contains 3224 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7196 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888672.000000 Penalty: 87825.210938
Iteration 74Q: 42 clusters Score -6.888867e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 144276 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 57969 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63671 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 7670 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2891 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 7180 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 74629 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32366 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25967 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7073 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14515 members 
Mstep: Class 38 contains 3226 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7195 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888696.000000 Penalty: 87825.210938
Iteration 75Q: 42 clusters Score -6.88887e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 144280 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 57964 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63671 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 7667 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4517 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 7190 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 74657 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32323 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25968 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7085 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3227 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7195 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888648.000000 Penalty: 87825.210938
Iteration 76Q: 42 clusters Score -6.888865e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 21379 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 144284 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 57956 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63680 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1135 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4515 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 7198 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13593 members 
Mstep: Class 27 contains 74678 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32290 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25970 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14482 members 
Mstep: Class 38 contains 3229 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7196 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888632.000000 Penalty: 87825.210938
Iteration 77Q: 42 clusters Score -6.888863e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 21379 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 144291 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 57941 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63680 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1135 members 
Mstep: Class 15 contains 7660 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2896 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 7208 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13593 members 
Mstep: Class 27 contains 74692 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32266 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25970 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7108 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14471 members 
Mstep: Class 38 contains 3234 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7194 members 
Mstep: Class 41 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68888616.000000 Penalty: 87825.210938
Iteration 78Q: 42 clusters Score -6.888862e+07 nChanged 65
Entering ConstructFrom: 
Score: -68888616.000000 Penalty: 87825.210938
Entering ConstructFrom: 
Trying to split cluster 1 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -366440.281250 Penalty: 1295.749756
	Iteration 0F: 2 clusters Score -366440.3 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 1433 members 
Entering Unmasked Estep 
Score: -363813.031250 Penalty: 2591.499512
	Iteration 0F: 3 clusters Score -363813 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -364454.531250 Penalty: 2591.499512
	Iteration 1F: 3 clusters Score -364454.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -364576.343750 Penalty: 2591.499512
	Iteration 2F: 3 clusters Score -364576.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -364651.531250 Penalty: 2591.499512
	Iteration 3Q: 3 clusters Score -364651.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -364704.812500 Penalty: 2591.499512
	Iteration 4Q: 3 clusters Score -364704.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -364746.437500 Penalty: 2591.499512
	Iteration 5Q: 3 clusters Score -364746.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -364781.343750 Penalty: 2591.499512
	Iteration 6Q: 3 clusters Score -364781.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -364816.718750 Penalty: 2591.499512
	Iteration 7Q: 3 clusters Score -364816.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364851.562500 Penalty: 2591.499512
	Iteration 8Q: 3 clusters Score -364851.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364891.281250 Penalty: 2591.499512
	Iteration 9Q: 3 clusters Score -364891.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -364937.875000 Penalty: 2591.499512
	Iteration 10Q: 3 clusters Score -364937.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -364994.812500 Penalty: 2591.499512
	Iteration 11Q: 3 clusters Score -364994.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -365088.968750 Penalty: 2591.499512
	Iteration 12Q: 3 clusters Score -365089 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -365191.312500 Penalty: 2591.499512
	Iteration 13Q: 3 clusters Score -365191.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -365293.687500 Penalty: 2591.499512
	Iteration 14Q: 3 clusters Score -365293.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -365380.531250 Penalty: 2591.499512
	Iteration 15Q: 3 clusters Score -365380.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -365461.531250 Penalty: 2591.499512
	Iteration 16Q: 3 clusters Score -365461.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -365520.656250 Penalty: 2591.499512
	Iteration 17Q: 3 clusters Score -365520.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -365581.687500 Penalty: 2591.499512
	Iteration 18Q: 3 clusters Score -365581.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -365641.718750 Penalty: 2591.499512
	Iteration 19Q: 3 clusters Score -365641.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -365679.750000 Penalty: 2591.499512
	Iteration 20F: 3 clusters Score -365679.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -365714.406250 Penalty: 2591.499512
	Iteration 21Q: 3 clusters Score -365714.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -365748.687500 Penalty: 2591.499512
	Iteration 22Q: 3 clusters Score -365748.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -365778.281250 Penalty: 2591.499512
	Iteration 23Q: 3 clusters Score -365778.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -365796.031250 Penalty: 2591.499512
	Iteration 24Q: 3 clusters Score -365796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -365806.437500 Penalty: 2591.499512
	Iteration 25Q: 3 clusters Score -365806.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365813.875000 Penalty: 2591.499512
	Iteration 26Q: 3 clusters Score -365813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -365822.468750 Penalty: 2591.499512
	Iteration 27Q: 3 clusters Score -365822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -365834.500000 Penalty: 2591.499512
	Iteration 28Q: 3 clusters Score -365834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -365846.718750 Penalty: 2591.499512
	Iteration 29Q: 3 clusters Score -365846.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -365865.468750 Penalty: 2591.499512
	Iteration 30Q: 3 clusters Score -365865.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -365881.250000 Penalty: 2591.499512
	Iteration 31Q: 3 clusters Score -365881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -365892.000000 Penalty: 2591.499512
	Iteration 32Q: 3 clusters Score -365892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -365901.718750 Penalty: 2591.499512
	Iteration 33Q: 3 clusters Score -365901.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -365915.093750 Penalty: 2591.499512
	Iteration 34Q: 3 clusters Score -365915.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -365924.281250 Penalty: 2591.499512
	Iteration 35Q: 3 clusters Score -365924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -365933.875000 Penalty: 2591.499512
	Iteration 36Q: 3 clusters Score -365933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -365937.281250 Penalty: 2591.499512
	Iteration 37Q: 3 clusters Score -365937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -365938.781250 Penalty: 2591.499512
	Iteration 38Q: 3 clusters Score -365938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -365940.187500 Penalty: 2591.499512
	Iteration 39Q: 3 clusters Score -365940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -365944.875000 Penalty: 2591.499512
	Iteration 40F: 3 clusters Score -365944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -365949.781250 Penalty: 2591.499512
	Iteration 41Q: 3 clusters Score -365949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -365951.531250 Penalty: 2591.499512
	Iteration 42Q: 3 clusters Score -365951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -365953.343750 Penalty: 2591.499512
	Iteration 43Q: 3 clusters Score -365953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -365954.718750 Penalty: 2591.499512
	Iteration 44Q: 3 clusters Score -365954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -365955.593750 Penalty: 2591.499512
	Iteration 45Q: 3 clusters Score -365955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -365958.437500 Penalty: 2591.499512
	Iteration 46Q: 3 clusters Score -365958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -365959.500000 Penalty: 2591.499512
	Iteration 47Q: 3 clusters Score -365959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -365961.437500 Penalty: 2591.499512
	Iteration 48Q: 3 clusters Score -365961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -365961.656250 Penalty: 2591.499512
	Iteration 49Q: 3 clusters Score -365961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -365961.906250 Penalty: 2591.499512
	Iteration 50Q: 3 clusters Score -365961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -365961.906250 Penalty: 2591.499512
	Iteration 51F: 3 clusters Score -365961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -35424.703125 Penalty: 1110.717529
	Iteration 0F: 2 clusters Score -35424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34342.210938 Penalty: 2221.435059
	Iteration 0F: 3 clusters Score -34342.21 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -36541.507812 Penalty: 2221.435059
	Iteration 1F: 3 clusters Score -36541.51 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -38562.308594 Penalty: 2221.435059
	Iteration 2F: 3 clusters Score -38562.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39950.371094 Penalty: 2221.435059
	Iteration 3F: 3 clusters Score -39950.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -40612.878906 Penalty: 2221.435059
	Iteration 4F: 3 clusters Score -40612.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -40710.011719 Penalty: 2221.435059
	Iteration 5Q: 3 clusters Score -40710.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -40794.414062 Penalty: 2221.435059
	Iteration 6Q: 3 clusters Score -40794.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -40869.746094 Penalty: 2221.435059
	Iteration 7Q: 3 clusters Score -40869.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -40923.105469 Penalty: 2221.435059
	Iteration 8Q: 3 clusters Score -40923.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -40975.339844 Penalty: 2221.435059
	Iteration 9Q: 3 clusters Score -40975.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -40975.660156 Penalty: 2221.435059
	Iteration 10Q: 3 clusters Score -40975.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -40976.132812 Penalty: 2221.435059
	Iteration 11Q: 3 clusters Score -40976.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -40978.535156 Penalty: 2221.435059
	Iteration 12F: 3 clusters Score -40978.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -40995.562500 Penalty: 2221.435059
	Iteration 13Q: 3 clusters Score -40995.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -41024.417969 Penalty: 2221.435059
	Iteration 14Q: 3 clusters Score -41024.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41024.851562 Penalty: 2221.435059
	Iteration 15Q: 3 clusters Score -41024.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41024.851562 Penalty: 2221.435059
	Iteration 16F: 3 clusters Score -41024.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 144297 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Entering Unmasked Estep 
Score: -68893200.000000 Penalty: 89967.289062
Splitting cluster 2 changes total score from -68888616.000000 to -68893200.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 3 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -131849.109375 Penalty: 1125.728149
	Iteration 0F: 2 clusters Score -131849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130400.398438 Penalty: 2251.456299
	Iteration 0F: 3 clusters Score -130400.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130629.117188 Penalty: 2251.456299
	Iteration 1F: 3 clusters Score -130629.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130708.125000 Penalty: 2251.456299
	Iteration 2F: 3 clusters Score -130708.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130742.937500 Penalty: 2251.456299
	Iteration 3Q: 3 clusters Score -130742.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130756.882812 Penalty: 2251.456299
	Iteration 4Q: 3 clusters Score -130756.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -130773.773438 Penalty: 2251.456299
	Iteration 5Q: 3 clusters Score -130773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130784.375000 Penalty: 2251.456299
	Iteration 6Q: 3 clusters Score -130784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130795.359375 Penalty: 2251.456299
	Iteration 7Q: 3 clusters Score -130795.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130804.101562 Penalty: 2251.456299
	Iteration 8Q: 3 clusters Score -130804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -130809.968750 Penalty: 2251.456299
	Iteration 9Q: 3 clusters Score -130810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -130818.976562 Penalty: 2251.456299
	Iteration 10Q: 3 clusters Score -130819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130825.875000 Penalty: 2251.456299
	Iteration 11Q: 3 clusters Score -130825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130829.679688 Penalty: 2251.456299
	Iteration 12Q: 3 clusters Score -130829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130833.890625 Penalty: 2251.456299
	Iteration 13Q: 3 clusters Score -130833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130836.945312 Penalty: 2251.456299
	Iteration 14Q: 3 clusters Score -130836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130841.132812 Penalty: 2251.456299
	Iteration 15Q: 3 clusters Score -130841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130842.554688 Penalty: 2251.456299
	Iteration 16Q: 3 clusters Score -130842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130843.632812 Penalty: 2251.456299
	Iteration 17Q: 3 clusters Score -130843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130845.132812 Penalty: 2251.456299
	Iteration 18Q: 3 clusters Score -130845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130846.968750 Penalty: 2251.456299
	Iteration 19Q: 3 clusters Score -130847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130847.398438 Penalty: 2251.456299
	Iteration 20F: 3 clusters Score -130847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Entering Unmasked Estep 
Score: -2849876.500000 Penalty: 1620.159302
	Iteration 0F: 2 clusters Score -2849876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2835434.750000 Penalty: 3240.318604
	Iteration 0F: 3 clusters Score -2835435 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2840621.250000 Penalty: 3240.318604
	Iteration 1F: 3 clusters Score -2840621 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2841043.500000 Penalty: 3240.318604
	Iteration 2F: 3 clusters Score -2841044 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2841387.500000 Penalty: 3240.318604
	Iteration 3Q: 3 clusters Score -2841388 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2841663.750000 Penalty: 3240.318604
	Iteration 4Q: 3 clusters Score -2841664 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2841950.000000 Penalty: 3240.318604
	Iteration 5Q: 3 clusters Score -2841950 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2842235.500000 Penalty: 3240.318604
	Iteration 6Q: 3 clusters Score -2842236 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2842534.750000 Penalty: 3240.318604
	Iteration 7Q: 3 clusters Score -2842535 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2842878.000000 Penalty: 3240.318604
	Iteration 8Q: 3 clusters Score -2842878 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2843286.750000 Penalty: 3240.318604
	Iteration 9Q: 3 clusters Score -2843287 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2843756.250000 Penalty: 3240.318604
	Iteration 10Q: 3 clusters Score -2843756 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2844315.000000 Penalty: 3240.318604
	Iteration 11Q: 3 clusters Score -2844315 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2844851.000000 Penalty: 3240.318604
	Iteration 12Q: 3 clusters Score -2844851 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2845335.250000 Penalty: 3240.318604
	Iteration 13Q: 3 clusters Score -2845335 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2845676.750000 Penalty: 3240.318604
	Iteration 14Q: 3 clusters Score -2845677 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2845913.500000 Penalty: 3240.318604
	Iteration 15Q: 3 clusters Score -2845914 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2846086.250000 Penalty: 3240.318604
	Iteration 16Q: 3 clusters Score -2846086 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2846244.250000 Penalty: 3240.318604
	Iteration 17Q: 3 clusters Score -2846244 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2846366.250000 Penalty: 3240.318604
	Iteration 18Q: 3 clusters Score -2846366 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2846476.250000 Penalty: 3240.318604
	Iteration 19Q: 3 clusters Score -2846476 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2846563.250000 Penalty: 3240.318604
	Iteration 20F: 3 clusters Score -2846563 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2846676.750000 Penalty: 3240.318604
	Iteration 21Q: 3 clusters Score -2846677 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2846781.500000 Penalty: 3240.318604
	Iteration 22Q: 3 clusters Score -2846782 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2846908.500000 Penalty: 3240.318604
	Iteration 23Q: 3 clusters Score -2846908 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2847052.750000 Penalty: 3240.318604
	Iteration 24Q: 3 clusters Score -2847053 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2847201.500000 Penalty: 3240.318604
	Iteration 25Q: 3 clusters Score -2847202 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2847376.000000 Penalty: 3240.318604
	Iteration 26Q: 3 clusters Score -2847376 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2847553.500000 Penalty: 3240.318604
	Iteration 27Q: 3 clusters Score -2847554 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2847694.750000 Penalty: 3240.318604
	Iteration 28Q: 3 clusters Score -2847695 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2847828.250000 Penalty: 3240.318604
	Iteration 29Q: 3 clusters Score -2847828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2847942.750000 Penalty: 3240.318604
	Iteration 30Q: 3 clusters Score -2847943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2848067.250000 Penalty: 3240.318604
	Iteration 31Q: 3 clusters Score -2848067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2848169.500000 Penalty: 3240.318604
	Iteration 32Q: 3 clusters Score -2848170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2848229.250000 Penalty: 3240.318604
	Iteration 33Q: 3 clusters Score -2848229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2848274.250000 Penalty: 3240.318604
	Iteration 34Q: 3 clusters Score -2848274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2848312.500000 Penalty: 3240.318604
	Iteration 35Q: 3 clusters Score -2848312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2848351.750000 Penalty: 3240.318604
	Iteration 36Q: 3 clusters Score -2848352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2848370.750000 Penalty: 3240.318604
	Iteration 37Q: 3 clusters Score -2848371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2848391.500000 Penalty: 3240.318604
	Iteration 38Q: 3 clusters Score -2848392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2848403.000000 Penalty: 3240.318604
	Iteration 39Q: 3 clusters Score -2848403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2848413.500000 Penalty: 3240.318604
	Iteration 40F: 3 clusters Score -2848414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2848420.500000 Penalty: 3240.318604
	Iteration 41Q: 3 clusters Score -2848420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2848426.750000 Penalty: 3240.318604
	Iteration 42Q: 3 clusters Score -2848427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2848434.250000 Penalty: 3240.318604
	Iteration 43Q: 3 clusters Score -2848434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2848449.000000 Penalty: 3240.318604
	Iteration 44Q: 3 clusters Score -2848449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2848455.250000 Penalty: 3240.318604
	Iteration 45Q: 3 clusters Score -2848455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2848462.750000 Penalty: 3240.318604
	Iteration 46Q: 3 clusters Score -2848463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2848467.750000 Penalty: 3240.318604
	Iteration 47Q: 3 clusters Score -2848468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2848471.000000 Penalty: 3240.318604
	Iteration 48Q: 3 clusters Score -2848471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2848470.250000 Penalty: 3240.318604
	Iteration 49Q: 3 clusters Score -2848470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2848469.500000 Penalty: 3240.318604
	Iteration 50Q: 3 clusters Score -2848470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2848474.750000 Penalty: 3240.318604
	Iteration 51Q: 3 clusters Score -2848475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2848477.250000 Penalty: 3240.318604
	Iteration 52Q: 3 clusters Score -2848477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2848477.000000 Penalty: 3240.318604
	Iteration 53Q: 3 clusters Score -2848477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2848477.000000 Penalty: 3240.318604
	Iteration 54F: 3 clusters Score -2848477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -153510.406250 Penalty: 1156.545898
	Iteration 0F: 2 clusters Score -153510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151933.203125 Penalty: 2313.091797
	Iteration 0F: 3 clusters Score -151933.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152237.250000 Penalty: 2313.091797
	Iteration 1F: 3 clusters Score -152237.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152331.734375 Penalty: 2313.091797
	Iteration 2F: 3 clusters Score -152331.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152373.390625 Penalty: 2313.091797
	Iteration 3Q: 3 clusters Score -152373.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152395.781250 Penalty: 2313.091797
	Iteration 4Q: 3 clusters Score -152395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152409.656250 Penalty: 2313.091797
	Iteration 5Q: 3 clusters Score -152409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152422.390625 Penalty: 2313.091797
	Iteration 6Q: 3 clusters Score -152422.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152432.203125 Penalty: 2313.091797
	Iteration 7Q: 3 clusters Score -152432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152437.828125 Penalty: 2313.091797
	Iteration 8Q: 3 clusters Score -152437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152450.468750 Penalty: 2313.091797
	Iteration 9Q: 3 clusters Score -152450.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152469.328125 Penalty: 2313.091797
	Iteration 10Q: 3 clusters Score -152469.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152491.328125 Penalty: 2313.091797
	Iteration 11Q: 3 clusters Score -152491.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -152512.343750 Penalty: 2313.091797
	Iteration 12Q: 3 clusters Score -152512.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152531.750000 Penalty: 2313.091797
	Iteration 13Q: 3 clusters Score -152531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152548.640625 Penalty: 2313.091797
	Iteration 14Q: 3 clusters Score -152548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152562.968750 Penalty: 2313.091797
	Iteration 15Q: 3 clusters Score -152563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152587.859375 Penalty: 2313.091797
	Iteration 16Q: 3 clusters Score -152587.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152609.171875 Penalty: 2313.091797
	Iteration 17Q: 3 clusters Score -152609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152624.218750 Penalty: 2313.091797
	Iteration 18Q: 3 clusters Score -152624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152644.078125 Penalty: 2313.091797
	Iteration 19Q: 3 clusters Score -152644.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -152669.375000 Penalty: 2313.091797
	Iteration 20F: 3 clusters Score -152669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152690.109375 Penalty: 2313.091797
	Iteration 21Q: 3 clusters Score -152690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152701.281250 Penalty: 2313.091797
	Iteration 22Q: 3 clusters Score -152701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152708.703125 Penalty: 2313.091797
	Iteration 23Q: 3 clusters Score -152708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152713.609375 Penalty: 2313.091797
	Iteration 24Q: 3 clusters Score -152713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152719.031250 Penalty: 2313.091797
	Iteration 25Q: 3 clusters Score -152719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152722.296875 Penalty: 2313.091797
	Iteration 26Q: 3 clusters Score -152722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152725.218750 Penalty: 2313.091797
	Iteration 27Q: 3 clusters Score -152725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152726.859375 Penalty: 2313.091797
	Iteration 28Q: 3 clusters Score -152726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152728.843750 Penalty: 2313.091797
	Iteration 29Q: 3 clusters Score -152728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152731.000000 Penalty: 2313.091797
	Iteration 30Q: 3 clusters Score -152731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152731.781250 Penalty: 2313.091797
	Iteration 31Q: 3 clusters Score -152731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152733.734375 Penalty: 2313.091797
	Iteration 32Q: 3 clusters Score -152733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152734.109375 Penalty: 2313.091797
	Iteration 33Q: 3 clusters Score -152734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152735.796875 Penalty: 2313.091797
	Iteration 34Q: 3 clusters Score -152735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152738.031250 Penalty: 2313.091797
	Iteration 35Q: 3 clusters Score -152738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152747.875000 Penalty: 2313.091797
	Iteration 36Q: 3 clusters Score -152747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152753.968750 Penalty: 2313.091797
	Iteration 37Q: 3 clusters Score -152754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152757.593750 Penalty: 2313.091797
	Iteration 38Q: 3 clusters Score -152757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152760.953125 Penalty: 2313.091797
	Iteration 39Q: 3 clusters Score -152761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152764.312500 Penalty: 2313.091797
	Iteration 40F: 3 clusters Score -152764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152765.718750 Penalty: 2313.091797
	Iteration 41Q: 3 clusters Score -152765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152770.562500 Penalty: 2313.091797
	Iteration 42Q: 3 clusters Score -152770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152772.125000 Penalty: 2313.091797
	Iteration 43Q: 3 clusters Score -152772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152772.609375 Penalty: 2313.091797
	Iteration 44Q: 3 clusters Score -152772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152772.609375 Penalty: 2313.091797
	Iteration 45F: 3 clusters Score -152772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -447172.250000 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -447172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -444181.656250 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -444181.7 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -444980.500000 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -444980.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -445234.156250 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -445234.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -445497.250000 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -445497.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -445846.531250 Penalty: 2647.962646
	Iteration 4F: 3 clusters Score -445846.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -446379.406250 Penalty: 2647.962646
	Iteration 5F: 3 clusters Score -446379.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -447143.031250 Penalty: 2647.962646
	Iteration 6F: 3 clusters Score -447143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -447833.625000 Penalty: 2647.962646
	Iteration 7F: 3 clusters Score -447833.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -448497.500000 Penalty: 2647.962646
	Iteration 8F: 3 clusters Score -448497.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -448810.625000 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -448810.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -448937.625000 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -448937.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -448976.656250 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -448976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -448983.843750 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -448983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -448988.312500 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -448988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -448989.750000 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -448989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -448989.750000 Penalty: 2647.962646
	Iteration 15F: 3 clusters Score -448989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 144297 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Entering Unmasked Estep 
Score: -68894344.000000 Penalty: 92109.367188
Splitting cluster 6 changes total score from -68888616.000000 to -68894344.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 7 (144297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Entering Unmasked Estep 
Score: -19541954.000000 Penalty: 1930.439697
	Iteration 0F: 2 clusters Score -1.954195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -19502706.000000 Penalty: 3860.879395
	Iteration 0F: 3 clusters Score -1.950271e+07 nChanged 69694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -19543024.000000 Penalty: 3860.879395
	Iteration 1F: 3 clusters Score -1.954302e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -19543952.000000 Penalty: 3860.879395
	Iteration 2Q: 3 clusters Score -1.954395e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -19545112.000000 Penalty: 3860.879395
	Iteration 3Q: 3 clusters Score -1.954511e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -19547212.000000 Penalty: 3860.879395
	Iteration 4F: 3 clusters Score -1.954721e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -19548332.000000 Penalty: 3860.879395
	Iteration 5F: 3 clusters Score -1.954833e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -19551002.000000 Penalty: 3860.879395
	Iteration 6F: 3 clusters Score -1.9551e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -19557834.000000 Penalty: 3860.879395
	Iteration 7F: 3 clusters Score -1.955783e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -19564940.000000 Penalty: 3860.879395
	Iteration 8F: 3 clusters Score -1.956494e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -19568452.000000 Penalty: 3860.879395
	Iteration 9F: 3 clusters Score -1.956845e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -19569488.000000 Penalty: 3860.879395
	Iteration 10Q: 3 clusters Score -1.956949e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -19570024.000000 Penalty: 3860.879395
	Iteration 11Q: 3 clusters Score -1.957002e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -19570648.000000 Penalty: 3860.879395
	Iteration 12Q: 3 clusters Score -1.957065e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -19571134.000000 Penalty: 3860.879395
	Iteration 13Q: 3 clusters Score -1.957113e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -19570988.000000 Penalty: 3860.879395
	Iteration 14Q: 3 clusters Score -1.957099e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -19570156.000000 Penalty: 3860.879395
	Iteration 15Q: 3 clusters Score -1.957016e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -19569108.000000 Penalty: 3860.879395
	Iteration 16Q: 3 clusters Score -1.956911e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -19568756.000000 Penalty: 3860.879395
	Iteration 17Q: 3 clusters Score -1.956876e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -19568710.000000 Penalty: 3860.879395
	Iteration 18Q: 3 clusters Score -1.956871e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -19569112.000000 Penalty: 3860.879395
	Iteration 19Q: 3 clusters Score -1.956911e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -19569730.000000 Penalty: 3860.879395
	Iteration 20F: 3 clusters Score -1.956973e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -19570260.000000 Penalty: 3860.879395
	Iteration 21Q: 3 clusters Score -1.957026e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -19571160.000000 Penalty: 3860.879395
	Iteration 22Q: 3 clusters Score -1.957116e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -19571336.000000 Penalty: 3860.879395
	Iteration 23Q: 3 clusters Score -1.957134e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -19571026.000000 Penalty: 3860.879395
	Iteration 24Q: 3 clusters Score -1.957103e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -19570556.000000 Penalty: 3860.879395
	Iteration 25Q: 3 clusters Score -1.957056e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -19570172.000000 Penalty: 3860.879395
	Iteration 26Q: 3 clusters Score -1.957017e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -19569844.000000 Penalty: 3860.879395
	Iteration 27Q: 3 clusters Score -1.956984e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -19569906.000000 Penalty: 3860.879395
	Iteration 28Q: 3 clusters Score -1.956991e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -19569910.000000 Penalty: 3860.879395
	Iteration 29Q: 3 clusters Score -1.956991e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -19569934.000000 Penalty: 3860.879395
	Iteration 30Q: 3 clusters Score -1.956993e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -19570160.000000 Penalty: 3860.879395
	Iteration 31Q: 3 clusters Score -1.957016e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -19570562.000000 Penalty: 3860.879395
	Iteration 32Q: 3 clusters Score -1.957056e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -19570982.000000 Penalty: 3860.879395
	Iteration 33Q: 3 clusters Score -1.957098e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -19571310.000000 Penalty: 3860.879395
	Iteration 34Q: 3 clusters Score -1.957131e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -19571332.000000 Penalty: 3860.879395
	Iteration 35Q: 3 clusters Score -1.957133e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -19571084.000000 Penalty: 3860.879395
	Iteration 36Q: 3 clusters Score -1.957108e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -19570686.000000 Penalty: 3860.879395
	Iteration 37Q: 3 clusters Score -1.957069e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -19570390.000000 Penalty: 3860.879395
	Iteration 38Q: 3 clusters Score -1.957039e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -19570416.000000 Penalty: 3860.879395
	Iteration 39Q: 3 clusters Score -1.957042e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -19570604.000000 Penalty: 3860.879395
	Iteration 40F: 3 clusters Score -1.95706e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -19571142.000000 Penalty: 3860.879395
	Iteration 41Q: 3 clusters Score -1.957114e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -19571624.000000 Penalty: 3860.879395
	Iteration 42Q: 3 clusters Score -1.957162e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -19571940.000000 Penalty: 3860.879395
	Iteration 43Q: 3 clusters Score -1.957194e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -19572076.000000 Penalty: 3860.879395
	Iteration 44Q: 3 clusters Score -1.957208e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -19572018.000000 Penalty: 3860.879395
	Iteration 45Q: 3 clusters Score -1.957202e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -19571794.000000 Penalty: 3860.879395
	Iteration 46Q: 3 clusters Score -1.957179e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -19571534.000000 Penalty: 3860.879395
	Iteration 47Q: 3 clusters Score -1.957153e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -19571302.000000 Penalty: 3860.879395
	Iteration 48Q: 3 clusters Score -1.95713e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -19571170.000000 Penalty: 3860.879395
	Iteration 49Q: 3 clusters Score -1.957117e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -19571164.000000 Penalty: 3860.879395
	Iteration 50Q: 3 clusters Score -1.957116e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -19571308.000000 Penalty: 3860.879395
	Iteration 51Q: 3 clusters Score -1.957131e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -19571440.000000 Penalty: 3860.879395
	Iteration 52Q: 3 clusters Score -1.957144e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -19571622.000000 Penalty: 3860.879395
	Iteration 53Q: 3 clusters Score -1.957162e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -19571790.000000 Penalty: 3860.879395
	Iteration 54Q: 3 clusters Score -1.957179e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -19571812.000000 Penalty: 3860.879395
	Iteration 55Q: 3 clusters Score -1.957181e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -19572006.000000 Penalty: 3860.879395
	Iteration 56Q: 3 clusters Score -1.957201e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -19572084.000000 Penalty: 3860.879395
	Iteration 57Q: 3 clusters Score -1.957208e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -19572010.000000 Penalty: 3860.879395
	Iteration 58Q: 3 clusters Score -1.957201e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -19572078.000000 Penalty: 3860.879395
	Iteration 59Q: 3 clusters Score -1.957208e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -19572238.000000 Penalty: 3860.879395
	Iteration 60F: 3 clusters Score -1.957224e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -19572366.000000 Penalty: 3860.879395
	Iteration 61Q: 3 clusters Score -1.957237e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -19572536.000000 Penalty: 3860.879395
	Iteration 62Q: 3 clusters Score -1.957254e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -19572602.000000 Penalty: 3860.879395
	Iteration 63Q: 3 clusters Score -1.95726e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -19572676.000000 Penalty: 3860.879395
	Iteration 64Q: 3 clusters Score -1.957268e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -19572698.000000 Penalty: 3860.879395
	Iteration 65Q: 3 clusters Score -1.95727e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -19572588.000000 Penalty: 3860.879395
	Iteration 66Q: 3 clusters Score -1.957259e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -19572620.000000 Penalty: 3860.879395
	Iteration 67Q: 3 clusters Score -1.957262e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -19572536.000000 Penalty: 3860.879395
	Iteration 68Q: 3 clusters Score -1.957254e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -19572556.000000 Penalty: 3860.879395
	Iteration 69Q: 3 clusters Score -1.957256e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -19572538.000000 Penalty: 3860.879395
	Iteration 70Q: 3 clusters Score -1.957254e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -19572586.000000 Penalty: 3860.879395
	Iteration 71Q: 3 clusters Score -1.957259e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -19572546.000000 Penalty: 3860.879395
	Iteration 72Q: 3 clusters Score -1.957255e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -19572550.000000 Penalty: 3860.879395
	Iteration 73Q: 3 clusters Score -1.957255e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -19572552.000000 Penalty: 3860.879395
	Iteration 74Q: 3 clusters Score -1.957255e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -19572660.000000 Penalty: 3860.879395
	Iteration 75Q: 3 clusters Score -1.957266e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -19572646.000000 Penalty: 3860.879395
	Iteration 76Q: 3 clusters Score -1.957265e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -19572648.000000 Penalty: 3860.879395
	Iteration 77Q: 3 clusters Score -1.957265e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -19572634.000000 Penalty: 3860.879395
	Iteration 78Q: 3 clusters Score -1.957263e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -19572708.000000 Penalty: 3860.879395
	Iteration 79Q: 3 clusters Score -1.957271e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -19572636.000000 Penalty: 3860.879395
	Iteration 80F: 3 clusters Score -1.957264e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -19572658.000000 Penalty: 3860.879395
	Iteration 81Q: 3 clusters Score -1.957266e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -19572696.000000 Penalty: 3860.879395
	Iteration 82Q: 3 clusters Score -1.95727e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -19572684.000000 Penalty: 3860.879395
	Iteration 83Q: 3 clusters Score -1.957268e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -19572674.000000 Penalty: 3860.879395
	Iteration 84Q: 3 clusters Score -1.957267e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -19572734.000000 Penalty: 3860.879395
	Iteration 85Q: 3 clusters Score -1.957273e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -19572746.000000 Penalty: 3860.879395
	Iteration 86Q: 3 clusters Score -1.957275e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -19572702.000000 Penalty: 3860.879395
	Iteration 87Q: 3 clusters Score -1.95727e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -19572660.000000 Penalty: 3860.879395
	Iteration 88Q: 3 clusters Score -1.957266e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -19572648.000000 Penalty: 3860.879395
	Iteration 89Q: 3 clusters Score -1.957265e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -19572650.000000 Penalty: 3860.879395
	Iteration 90Q: 3 clusters Score -1.957265e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -19572686.000000 Penalty: 3860.879395
	Iteration 91Q: 3 clusters Score -1.957269e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -19572712.000000 Penalty: 3860.879395
	Iteration 92Q: 3 clusters Score -1.957271e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -19572688.000000 Penalty: 3860.879395
	Iteration 93Q: 3 clusters Score -1.957269e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -19572722.000000 Penalty: 3860.879395
	Iteration 94Q: 3 clusters Score -1.957272e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -19572682.000000 Penalty: 3860.879395
	Iteration 95Q: 3 clusters Score -1.957268e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -19572658.000000 Penalty: 3860.879395
	Iteration 96Q: 3 clusters Score -1.957266e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -19572632.000000 Penalty: 3860.879395
	Iteration 97Q: 3 clusters Score -1.957263e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -19572638.000000 Penalty: 3860.879395
	Iteration 98Q: 3 clusters Score -1.957264e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -19572686.000000 Penalty: 3860.879395
	Iteration 99Q: 3 clusters Score -1.957269e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -19572698.000000 Penalty: 3860.879395
	Iteration 100F: 3 clusters Score -1.95727e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -19572708.000000 Penalty: 3860.879395
	Iteration 101Q: 3 clusters Score -1.957271e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -19572718.000000 Penalty: 3860.879395
	Iteration 102Q: 3 clusters Score -1.957272e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -19572724.000000 Penalty: 3860.879395
	Iteration 103Q: 3 clusters Score -1.957272e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -19572702.000000 Penalty: 3860.879395
	Iteration 104Q: 3 clusters Score -1.95727e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -19572678.000000 Penalty: 3860.879395
	Iteration 105Q: 3 clusters Score -1.957268e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -19572708.000000 Penalty: 3860.879395
	Iteration 106Q: 3 clusters Score -1.957271e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -19572720.000000 Penalty: 3860.879395
	Iteration 107Q: 3 clusters Score -1.957272e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -19572690.000000 Penalty: 3860.879395
	Iteration 108Q: 3 clusters Score -1.957269e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -19572702.000000 Penalty: 3860.879395
	Iteration 109Q: 3 clusters Score -1.95727e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -19572722.000000 Penalty: 3860.879395
	Iteration 110Q: 3 clusters Score -1.957272e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -19572708.000000 Penalty: 3860.879395
	Iteration 111Q: 3 clusters Score -1.957271e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -19572738.000000 Penalty: 3860.879395
	Iteration 112Q: 3 clusters Score -1.957274e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -19572752.000000 Penalty: 3860.879395
	Iteration 113Q: 3 clusters Score -1.957275e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -19572748.000000 Penalty: 3860.879395
	Iteration 114Q: 3 clusters Score -1.957275e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -19572726.000000 Penalty: 3860.879395
	Iteration 115Q: 3 clusters Score -1.957273e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -19572750.000000 Penalty: 3860.879395
	Iteration 116Q: 3 clusters Score -1.957275e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -19572746.000000 Penalty: 3860.879395
	Iteration 117Q: 3 clusters Score -1.957275e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -19572760.000000 Penalty: 3860.879395
	Iteration 118Q: 3 clusters Score -1.957276e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -19572790.000000 Penalty: 3860.879395
	Iteration 119Q: 3 clusters Score -1.957279e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -19572770.000000 Penalty: 3860.879395
	Iteration 120F: 3 clusters Score -1.957277e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -19572732.000000 Penalty: 3860.879395
	Iteration 121Q: 3 clusters Score -1.957273e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -19572752.000000 Penalty: 3860.879395
	Iteration 122Q: 3 clusters Score -1.957275e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -19572748.000000 Penalty: 3860.879395
	Iteration 123Q: 3 clusters Score -1.957275e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -19572728.000000 Penalty: 3860.879395
	Iteration 124Q: 3 clusters Score -1.957273e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -19572716.000000 Penalty: 3860.879395
	Iteration 125Q: 3 clusters Score -1.957272e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -19572628.000000 Penalty: 3860.879395
	Iteration 126Q: 3 clusters Score -1.957263e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -19572596.000000 Penalty: 3860.879395
	Iteration 127Q: 3 clusters Score -1.95726e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -19572594.000000 Penalty: 3860.879395
	Iteration 128Q: 3 clusters Score -1.957259e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -19572622.000000 Penalty: 3860.879395
	Iteration 129Q: 3 clusters Score -1.957262e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -19572574.000000 Penalty: 3860.879395
	Iteration 130Q: 3 clusters Score -1.957257e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -19572588.000000 Penalty: 3860.879395
	Iteration 131Q: 3 clusters Score -1.957259e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -19572558.000000 Penalty: 3860.879395
	Iteration 132Q: 3 clusters Score -1.957256e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -19572540.000000 Penalty: 3860.879395
	Iteration 133Q: 3 clusters Score -1.957254e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -19572522.000000 Penalty: 3860.879395
	Iteration 134Q: 3 clusters Score -1.957252e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -19572528.000000 Penalty: 3860.879395
	Iteration 135Q: 3 clusters Score -1.957253e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -19572504.000000 Penalty: 3860.879395
	Iteration 136Q: 3 clusters Score -1.95725e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.95725e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -19572472.000000 Penalty: 3860.879395
	Iteration 138Q: 3 clusters Score -1.957247e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -19572456.000000 Penalty: 3860.879395
	Iteration 139Q: 3 clusters Score -1.957246e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -19572426.000000 Penalty: 3860.879395
	Iteration 140F: 3 clusters Score -1.957243e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -19572400.000000 Penalty: 3860.879395
	Iteration 141Q: 3 clusters Score -1.95724e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -19572404.000000 Penalty: 3860.879395
	Iteration 142Q: 3 clusters Score -1.95724e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -19572392.000000 Penalty: 3860.879395
	Iteration 143Q: 3 clusters Score -1.957239e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -19572392.000000 Penalty: 3860.879395
	Iteration 144Q: 3 clusters Score -1.957239e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -19572414.000000 Penalty: 3860.879395
	Iteration 145Q: 3 clusters Score -1.957241e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -19572408.000000 Penalty: 3860.879395
	Iteration 146Q: 3 clusters Score -1.957241e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -19572420.000000 Penalty: 3860.879395
	Iteration 147Q: 3 clusters Score -1.957242e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -19572410.000000 Penalty: 3860.879395
	Iteration 148Q: 3 clusters Score -1.957241e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -19572382.000000 Penalty: 3860.879395
	Iteration 149Q: 3 clusters Score -1.957238e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -19572346.000000 Penalty: 3860.879395
	Iteration 150Q: 3 clusters Score -1.957235e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -19572346.000000 Penalty: 3860.879395
	Iteration 151Q: 3 clusters Score -1.957235e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -19572358.000000 Penalty: 3860.879395
	Iteration 152Q: 3 clusters Score -1.957236e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -19572294.000000 Penalty: 3860.879395
	Iteration 153Q: 3 clusters Score -1.957229e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -19572368.000000 Penalty: 3860.879395
	Iteration 154Q: 3 clusters Score -1.957237e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -19572372.000000 Penalty: 3860.879395
	Iteration 155Q: 3 clusters Score -1.957237e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -19572368.000000 Penalty: 3860.879395
	Iteration 156Q: 3 clusters Score -1.957237e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -19572390.000000 Penalty: 3860.879395
	Iteration 157Q: 3 clusters Score -1.957239e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -19572420.000000 Penalty: 3860.879395
	Iteration 158Q: 3 clusters Score -1.957242e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -19572390.000000 Penalty: 3860.879395
	Iteration 159Q: 3 clusters Score -1.957239e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -19572384.000000 Penalty: 3860.879395
	Iteration 160F: 3 clusters Score -1.957238e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -19572338.000000 Penalty: 3860.879395
	Iteration 161Q: 3 clusters Score -1.957234e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -19572328.000000 Penalty: 3860.879395
	Iteration 162Q: 3 clusters Score -1.957233e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -19572318.000000 Penalty: 3860.879395
	Iteration 163Q: 3 clusters Score -1.957232e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.957232e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -19572350.000000 Penalty: 3860.879395
	Iteration 165Q: 3 clusters Score -1.957235e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.957229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -19572312.000000 Penalty: 3860.879395
	Iteration 167Q: 3 clusters Score -1.957231e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.95723e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -19572288.000000 Penalty: 3860.879395
	Iteration 169Q: 3 clusters Score -1.957229e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.957222e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -19572266.000000 Penalty: 3860.879395
	Iteration 171Q: 3 clusters Score -1.957227e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -19572286.000000 Penalty: 3860.879395
	Iteration 172Q: 3 clusters Score -1.957229e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.957233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.957234e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -19572310.000000 Penalty: 3860.879395
	Iteration 175Q: 3 clusters Score -1.957231e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.957231e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -19572344.000000 Penalty: 3860.879395
	Iteration 177Q: 3 clusters Score -1.957234e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -19572302.000000 Penalty: 3860.879395
	Iteration 178Q: 3 clusters Score -1.95723e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -19572330.000000 Penalty: 3860.879395
	Iteration 179Q: 3 clusters Score -1.957233e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -19572300.000000 Penalty: 3860.879395
	Iteration 180F: 3 clusters Score -1.95723e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.957227e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.957228e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -19572266.000000 Penalty: 3860.879395
	Iteration 183Q: 3 clusters Score -1.957227e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -19572304.000000 Penalty: 3860.879395
	Iteration 184Q: 3 clusters Score -1.95723e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.957227e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -19572244.000000 Penalty: 3860.879395
	Iteration 186Q: 3 clusters Score -1.957224e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.957222e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.957221e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.95722e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.957216e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -19572144.000000 Penalty: 3860.879395
	Iteration 191Q: 3 clusters Score -1.957214e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.957216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.957215e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.957215e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.957215e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.957214e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.957215e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -19572152.000000 Penalty: 3860.879395
	Iteration 198Q: 3 clusters Score -1.957215e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.95721e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -19572098.000000 Penalty: 3860.879395
	Iteration 200F: 3 clusters Score -1.95721e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.957208e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -19572108.000000 Penalty: 3860.879395
	Iteration 202Q: 3 clusters Score -1.957211e+07 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.957213e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.957207e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.95721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -19572036.000000 Penalty: 3860.879395
	Iteration 206Q: 3 clusters Score -1.957204e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.957205e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.957202e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -19571992.000000 Penalty: 3860.879395
	Iteration 209Q: 3 clusters Score -1.957199e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.957196e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.957194e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -19571920.000000 Penalty: 3860.879395
	Iteration 212Q: 3 clusters Score -1.957192e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.95719e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.957192e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.957189e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.95719e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.95719e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.957193e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.957198e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -19572024.000000 Penalty: 3860.879395
	Iteration 220F: 3 clusters Score -1.957202e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.957202e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.957201e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.957201e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.957199e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.957196e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.957195e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.957198e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.957199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.957196e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.957197e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.957195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -19571962.000000 Penalty: 3860.879395
	Iteration 232Q: 3 clusters Score -1.957196e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -19571966.000000 Penalty: 3860.879395
	Iteration 233Q: 3 clusters Score -1.957197e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -19571940.000000 Penalty: 3860.879395
	Iteration 234Q: 3 clusters Score -1.957194e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -19571926.000000 Penalty: 3860.879395
	Iteration 235Q: 3 clusters Score -1.957193e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -19571934.000000 Penalty: 3860.879395
	Iteration 236Q: 3 clusters Score -1.957193e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -19571926.000000 Penalty: 3860.879395
	Iteration 237Q: 3 clusters Score -1.957193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -19571910.000000 Penalty: 3860.879395
	Iteration 238Q: 3 clusters Score -1.957191e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -19571914.000000 Penalty: 3860.879395
	Iteration 239Q: 3 clusters Score -1.957191e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -19571920.000000 Penalty: 3860.879395
	Iteration 240F: 3 clusters Score -1.957192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -19571920.000000 Penalty: 3860.879395
	Iteration 241Q: 3 clusters Score -1.957192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -19571908.000000 Penalty: 3860.879395
	Iteration 242Q: 3 clusters Score -1.957191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.95719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -19571896.000000 Penalty: 3860.879395
	Iteration 244Q: 3 clusters Score -1.95719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.957191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -19571882.000000 Penalty: 3860.879395
	Iteration 246Q: 3 clusters Score -1.957188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 247Q: 3 clusters Score -1.957189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 248Q: 3 clusters Score -1.957189e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -19571872.000000 Penalty: 3860.879395
	Iteration 249Q: 3 clusters Score -1.957187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -19571884.000000 Penalty: 3860.879395
	Iteration 250Q: 3 clusters Score -1.957188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -19571892.000000 Penalty: 3860.879395
	Iteration 251Q: 3 clusters Score -1.957189e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -19571886.000000 Penalty: 3860.879395
	Iteration 252Q: 3 clusters Score -1.957189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.95719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -19571854.000000 Penalty: 3860.879395
	Iteration 254Q: 3 clusters Score -1.957185e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1.957185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1.957185e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -19571858.000000 Penalty: 3860.879395
	Iteration 257Q: 3 clusters Score -1.957186e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.957185e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -19571840.000000 Penalty: 3860.879395
	Iteration 259Q: 3 clusters Score -1.957184e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -19571872.000000 Penalty: 3860.879395
	Iteration 260F: 3 clusters Score -1.957187e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -19571864.000000 Penalty: 3860.879395
	Iteration 261Q: 3 clusters Score -1.957186e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.957187e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.957186e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -19571904.000000 Penalty: 3860.879395
	Iteration 264Q: 3 clusters Score -1.95719e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -19571898.000000 Penalty: 3860.879395
	Iteration 265Q: 3 clusters Score -1.95719e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.957193e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -19571936.000000 Penalty: 3860.879395
	Iteration 267Q: 3 clusters Score -1.957194e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.957193e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -19571924.000000 Penalty: 3860.879395
	Iteration 269Q: 3 clusters Score -1.957192e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -19571892.000000 Penalty: 3860.879395
	Iteration 270Q: 3 clusters Score -1.957189e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 271Q: 3 clusters Score -1.957189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1.957189e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1.95719e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1.957192e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -19571942.000000 Penalty: 3860.879395
	Iteration 275Q: 3 clusters Score -1.957194e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.957196e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1.957195e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1.9572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -19572016.000000 Penalty: 3860.879395
	Iteration 279Q: 3 clusters Score -1.957202e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -19571994.000000 Penalty: 3860.879395
	Iteration 280F: 3 clusters Score -1.957199e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -19571966.000000 Penalty: 3860.879395
	Iteration 281Q: 3 clusters Score -1.957197e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -19571978.000000 Penalty: 3860.879395
	Iteration 282Q: 3 clusters Score -1.957198e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -19571976.000000 Penalty: 3860.879395
	Iteration 283Q: 3 clusters Score -1.957198e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1.957198e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1.957198e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -1.957199e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.957198e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1.957199e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1.957197e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1.957197e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -19571946.000000 Penalty: 3860.879395
	Iteration 291Q: 3 clusters Score -1.957195e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1.957195e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -19571924.000000 Penalty: 3860.879395
	Iteration 293Q: 3 clusters Score -1.957192e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1.957191e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -19571916.000000 Penalty: 3860.879395
	Iteration 295Q: 3 clusters Score -1.957192e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1.957191e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1.95719e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1.957189e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1.957186e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -19571946.000000 Penalty: 3860.879395
	Iteration 300F: 3 clusters Score -1.957195e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1.957194e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1.957192e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.957194e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1.957196e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1.957196e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.957197e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.957199e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1.9572e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.957198e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1.957198e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1.957198e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.9572e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1.9572e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -1.957202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.957201e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1.957202e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -1.957205e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -1.957206e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -19572044.000000 Penalty: 3860.879395
	Iteration 319Q: 3 clusters Score -1.957204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -19572042.000000 Penalty: 3860.879395
	Iteration 320F: 3 clusters Score -1.957204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -1.957204e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -1.957205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -19572066.000000 Penalty: 3860.879395
	Iteration 323Q: 3 clusters Score -1.957207e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -19572042.000000 Penalty: 3860.879395
	Iteration 324Q: 3 clusters Score -1.957204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1.957204e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -19572072.000000 Penalty: 3860.879395
	Iteration 326Q: 3 clusters Score -1.957207e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -19572048.000000 Penalty: 3860.879395
	Iteration 327Q: 3 clusters Score -1.957205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -19572042.000000 Penalty: 3860.879395
	Iteration 328Q: 3 clusters Score -1.957204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -19572050.000000 Penalty: 3860.879395
	Iteration 329Q: 3 clusters Score -1.957205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -19572018.000000 Penalty: 3860.879395
	Iteration 330Q: 3 clusters Score -1.957202e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -19572022.000000 Penalty: 3860.879395
	Iteration 331Q: 3 clusters Score -1.957202e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -19572038.000000 Penalty: 3860.879395
	Iteration 332Q: 3 clusters Score -1.957204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -19572034.000000 Penalty: 3860.879395
	Iteration 333Q: 3 clusters Score -1.957203e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -19572020.000000 Penalty: 3860.879395
	Iteration 334Q: 3 clusters Score -1.957202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -19572016.000000 Penalty: 3860.879395
	Iteration 335Q: 3 clusters Score -1.957202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -19572024.000000 Penalty: 3860.879395
	Iteration 336Q: 3 clusters Score -1.957202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -19572040.000000 Penalty: 3860.879395
	Iteration 337Q: 3 clusters Score -1.957204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -19572040.000000 Penalty: 3860.879395
	Iteration 338Q: 3 clusters Score -1.957204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -19572046.000000 Penalty: 3860.879395
	Iteration 339Q: 3 clusters Score -1.957205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -19572050.000000 Penalty: 3860.879395
	Iteration 340F: 3 clusters Score -1.957205e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -19572034.000000 Penalty: 3860.879395
	Iteration 341Q: 3 clusters Score -1.957203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -19572044.000000 Penalty: 3860.879395
	Iteration 342Q: 3 clusters Score -1.957204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -19572036.000000 Penalty: 3860.879395
	Iteration 343Q: 3 clusters Score -1.957204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -19572050.000000 Penalty: 3860.879395
	Iteration 344Q: 3 clusters Score -1.957205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -19572032.000000 Penalty: 3860.879395
	Iteration 345Q: 3 clusters Score -1.957203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -19572042.000000 Penalty: 3860.879395
	Iteration 346Q: 3 clusters Score -1.957204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -19572048.000000 Penalty: 3860.879395
	Iteration 347Q: 3 clusters Score -1.957205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -19572056.000000 Penalty: 3860.879395
	Iteration 348Q: 3 clusters Score -1.957206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -19572054.000000 Penalty: 3860.879395
	Iteration 349Q: 3 clusters Score -1.957205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -19572066.000000 Penalty: 3860.879395
	Iteration 350Q: 3 clusters Score -1.957207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -19572038.000000 Penalty: 3860.879395
	Iteration 351Q: 3 clusters Score -1.957204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -19572046.000000 Penalty: 3860.879395
	Iteration 352Q: 3 clusters Score -1.957205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -19572044.000000 Penalty: 3860.879395
	Iteration 353Q: 3 clusters Score -1.957204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -19572036.000000 Penalty: 3860.879395
	Iteration 354Q: 3 clusters Score -1.957204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -1.957204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -1.957204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -19572034.000000 Penalty: 3860.879395
	Iteration 357Q: 3 clusters Score -1.957203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -1.957203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -19572030.000000 Penalty: 3860.879395
	Iteration 359Q: 3 clusters Score -1.957203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -19572024.000000 Penalty: 3860.879395
	Iteration 360F: 3 clusters Score -1.957202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -1.957201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -1.957202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -19571988.000000 Penalty: 3860.879395
	Iteration 363Q: 3 clusters Score -1.957199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -19571976.000000 Penalty: 3860.879395
	Iteration 364Q: 3 clusters Score -1.957198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -19571988.000000 Penalty: 3860.879395
	Iteration 365Q: 3 clusters Score -1.957199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -19571980.000000 Penalty: 3860.879395
	Iteration 366Q: 3 clusters Score -1.957198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -19571982.000000 Penalty: 3860.879395
	Iteration 367Q: 3 clusters Score -1.957198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -1.957199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -19571996.000000 Penalty: 3860.879395
	Iteration 369Q: 3 clusters Score -1.9572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -19571992.000000 Penalty: 3860.879395
	Iteration 370Q: 3 clusters Score -1.957199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -19571994.000000 Penalty: 3860.879395
	Iteration 371Q: 3 clusters Score -1.957199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -1.957199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -19571966.000000 Penalty: 3860.879395
	Iteration 373Q: 3 clusters Score -1.957197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -1.957199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -1.957199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -1.957198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -1.957198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -1.957199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -1.957198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -19571984.000000 Penalty: 3860.879395
	Iteration 380F: 3 clusters Score -1.957198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -19571994.000000 Penalty: 3860.879395
	Iteration 381Q: 3 clusters Score -1.957199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -1.9572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -1.957199e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -1.957199e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -1.957199e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -1.957201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -1.957201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -1.957201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -1.957202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -1.957202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -1.957202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -1.9572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -1.957197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -1.957197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -1.9572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -1.957201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -1.957201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -1.957199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -1.957201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -1.957199e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -1.957197e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -1.957197e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -1.957198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -1.957194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -1.957189e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -1.95719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -1.957188e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -1.957188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -1.957189e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -1.957189e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -1.957188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -1.95719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -1.95719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -1.957189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -1.957192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -19571904.000000 Penalty: 3860.879395
	Iteration 416Q: 3 clusters Score -1.95719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -19571914.000000 Penalty: 3860.879395
	Iteration 417Q: 3 clusters Score -1.957191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -19571896.000000 Penalty: 3860.879395
	Iteration 418Q: 3 clusters Score -1.95719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -19571868.000000 Penalty: 3860.879395
	Iteration 419Q: 3 clusters Score -1.957187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -19571866.000000 Penalty: 3860.879395
	Iteration 420F: 3 clusters Score -1.957187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -19571864.000000 Penalty: 3860.879395
	Iteration 421Q: 3 clusters Score -1.957186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -19571882.000000 Penalty: 3860.879395
	Iteration 422Q: 3 clusters Score -1.957188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -19571864.000000 Penalty: 3860.879395
	Iteration 423Q: 3 clusters Score -1.957186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -19571858.000000 Penalty: 3860.879395
	Iteration 424Q: 3 clusters Score -1.957186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -19571866.000000 Penalty: 3860.879395
	Iteration 425Q: 3 clusters Score -1.957187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -19571878.000000 Penalty: 3860.879395
	Iteration 426Q: 3 clusters Score -1.957188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -19571854.000000 Penalty: 3860.879395
	Iteration 427Q: 3 clusters Score -1.957185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -19571842.000000 Penalty: 3860.879395
	Iteration 428Q: 3 clusters Score -1.957184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -19571846.000000 Penalty: 3860.879395
	Iteration 429Q: 3 clusters Score -1.957185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -19571844.000000 Penalty: 3860.879395
	Iteration 430Q: 3 clusters Score -1.957184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -19571836.000000 Penalty: 3860.879395
	Iteration 431Q: 3 clusters Score -1.957184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -19571858.000000 Penalty: 3860.879395
	Iteration 432Q: 3 clusters Score -1.957186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -19571858.000000 Penalty: 3860.879395
	Iteration 433Q: 3 clusters Score -1.957186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -19571872.000000 Penalty: 3860.879395
	Iteration 434Q: 3 clusters Score -1.957187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -19571874.000000 Penalty: 3860.879395
	Iteration 435Q: 3 clusters Score -1.957187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -19571886.000000 Penalty: 3860.879395
	Iteration 436Q: 3 clusters Score -1.957189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -19571878.000000 Penalty: 3860.879395
	Iteration 437Q: 3 clusters Score -1.957188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 438Q: 3 clusters Score -1.957189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -19571882.000000 Penalty: 3860.879395
	Iteration 439Q: 3 clusters Score -1.957188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -19571874.000000 Penalty: 3860.879395
	Iteration 440F: 3 clusters Score -1.957187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -19571878.000000 Penalty: 3860.879395
	Iteration 441Q: 3 clusters Score -1.957188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -19571886.000000 Penalty: 3860.879395
	Iteration 442Q: 3 clusters Score -1.957189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -19571884.000000 Penalty: 3860.879395
	Iteration 443Q: 3 clusters Score -1.957188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -19571866.000000 Penalty: 3860.879395
	Iteration 444Q: 3 clusters Score -1.957187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -19571878.000000 Penalty: 3860.879395
	Iteration 445Q: 3 clusters Score -1.957188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -19571874.000000 Penalty: 3860.879395
	Iteration 446Q: 3 clusters Score -1.957187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -19571850.000000 Penalty: 3860.879395
	Iteration 447Q: 3 clusters Score -1.957185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -19571874.000000 Penalty: 3860.879395
	Iteration 448Q: 3 clusters Score -1.957187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -19571862.000000 Penalty: 3860.879395
	Iteration 449Q: 3 clusters Score -1.957186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -19571862.000000 Penalty: 3860.879395
	Iteration 450Q: 3 clusters Score -1.957186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571852.000000 Penalty: 3860.879395
	Iteration 451Q: 3 clusters Score -1.957185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -19571870.000000 Penalty: 3860.879395
	Iteration 452Q: 3 clusters Score -1.957187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -19571870.000000 Penalty: 3860.879395
	Iteration 453Q: 3 clusters Score -1.957187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571860.000000 Penalty: 3860.879395
	Iteration 454Q: 3 clusters Score -1.957186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571868.000000 Penalty: 3860.879395
	Iteration 455Q: 3 clusters Score -1.957187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -19571866.000000 Penalty: 3860.879395
	Iteration 456Q: 3 clusters Score -1.957187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -19571866.000000 Penalty: 3860.879395
	Iteration 457Q: 3 clusters Score -1.957187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -19571868.000000 Penalty: 3860.879395
	Iteration 458Q: 3 clusters Score -1.957187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -19571868.000000 Penalty: 3860.879395
	Iteration 459Q: 3 clusters Score -1.957187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -19571872.000000 Penalty: 3860.879395
	Iteration 460F: 3 clusters Score -1.957187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -19571878.000000 Penalty: 3860.879395
	Iteration 461Q: 3 clusters Score -1.957188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -19571884.000000 Penalty: 3860.879395
	Iteration 462Q: 3 clusters Score -1.957188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571872.000000 Penalty: 3860.879395
	Iteration 463Q: 3 clusters Score -1.957187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -19571876.000000 Penalty: 3860.879395
	Iteration 464Q: 3 clusters Score -1.957188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -19571868.000000 Penalty: 3860.879395
	Iteration 465Q: 3 clusters Score -1.957187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -19571886.000000 Penalty: 3860.879395
	Iteration 466Q: 3 clusters Score -1.957189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -19571882.000000 Penalty: 3860.879395
	Iteration 467Q: 3 clusters Score -1.957188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571884.000000 Penalty: 3860.879395
	Iteration 468Q: 3 clusters Score -1.957188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571884.000000 Penalty: 3860.879395
	Iteration 469Q: 3 clusters Score -1.957188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571890.000000 Penalty: 3860.879395
	Iteration 470Q: 3 clusters Score -1.957189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 471Q: 3 clusters Score -1.957189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19571888.000000 Penalty: 3860.879395
	Iteration 472F: 3 clusters Score -1.957189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Entering Unmasked Estep 
Score: -68923640.000000 Penalty: 94251.445312
Splitting cluster 7 changes total score from -68888616.000000 to -68923640.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 8 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -604310.312500 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -604310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -600596.062500 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -600596.1 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -602060.250000 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -602060.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -602856.500000 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -602856.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -603979.750000 Penalty: 2753.803223
	Iteration 3F: 3 clusters Score -603979.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -604818.437500 Penalty: 2753.803223
	Iteration 4F: 3 clusters Score -604818.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -605101.250000 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -605101.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -605197.437500 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -605197.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -605250.000000 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -605250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -605303.500000 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -605303.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -605362.562500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -605362.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -605427.437500 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -605427.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -605501.750000 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -605501.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -605594.812500 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -605594.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -605709.750000 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -605709.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -605824.750000 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -605824.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -605936.500000 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -605936.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -606024.500000 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -606024.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -606135.687500 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -606135.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -606247.000000 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -606247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -606365.812500 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -606365.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -606588.562500 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -606588.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -607078.875000 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -607078.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -607185.125000 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -607185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -607189.500000 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -607189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -607190.187500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -607190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -607191.500000 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -607191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -607191.500000 Penalty: 2753.803223
	Iteration 26F: 3 clusters Score -607191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Entering Unmasked Estep 
Score: -68925608.000000 Penalty: 96393.523438
Splitting cluster 8 changes total score from -68888616.000000 to -68925608.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 9 (57936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Entering Unmasked Estep 
Score: -7486286.500000 Penalty: 1782.152832
	Iteration 0F: 2 clusters Score -7486286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7447779.000000 Penalty: 3564.305664
	Iteration 0F: 3 clusters Score -7447779 nChanged 27283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -7465333.000000 Penalty: 3564.305664
	Iteration 1F: 3 clusters Score -7465333 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -7468985.000000 Penalty: 3564.305664
	Iteration 2F: 3 clusters Score -7468985 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -7475187.500000 Penalty: 3564.305664
	Iteration 3F: 3 clusters Score -7475188 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -7482800.500000 Penalty: 3564.305664
	Iteration 4F: 3 clusters Score -7482800 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7489052.500000 Penalty: 3564.305664
	Iteration 5F: 3 clusters Score -7489052 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7493018.500000 Penalty: 3564.305664
	Iteration 6F: 3 clusters Score -7493018 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -7495641.000000 Penalty: 3564.305664
	Iteration 7Q: 3 clusters Score -7495641 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7497691.000000 Penalty: 3564.305664
	Iteration 8Q: 3 clusters Score -7497691 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -7499178.000000 Penalty: 3564.305664
	Iteration 9Q: 3 clusters Score -7499178 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -7500037.000000 Penalty: 3564.305664
	Iteration 10Q: 3 clusters Score -7500037 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -7500711.500000 Penalty: 3564.305664
	Iteration 11Q: 3 clusters Score -7500712 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -7501561.000000 Penalty: 3564.305664
	Iteration 12Q: 3 clusters Score -7501561 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -7503126.000000 Penalty: 3564.305664
	Iteration 13Q: 3 clusters Score -7503126 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -7504978.500000 Penalty: 3564.305664
	Iteration 14Q: 3 clusters Score -7504978 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -7505832.000000 Penalty: 3564.305664
	Iteration 15Q: 3 clusters Score -7505832 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -7506086.500000 Penalty: 3564.305664
	Iteration 16Q: 3 clusters Score -7506086 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -7506201.000000 Penalty: 3564.305664
	Iteration 17Q: 3 clusters Score -7506201 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7506269.500000 Penalty: 3564.305664
	Iteration 18Q: 3 clusters Score -7506270 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -7506334.500000 Penalty: 3564.305664
	Iteration 19Q: 3 clusters Score -7506334 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7506330.500000 Penalty: 3564.305664
	Iteration 20F: 3 clusters Score -7506330 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -7506358.000000 Penalty: 3564.305664
	Iteration 21Q: 3 clusters Score -7506358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -7506402.000000 Penalty: 3564.305664
	Iteration 22Q: 3 clusters Score -7506402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -7506405.000000 Penalty: 3564.305664
	Iteration 23Q: 3 clusters Score -7506405 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -7506426.000000 Penalty: 3564.305664
	Iteration 24Q: 3 clusters Score -7506426 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -7506415.000000 Penalty: 3564.305664
	Iteration 25Q: 3 clusters Score -7506415 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -7506444.500000 Penalty: 3564.305664
	Iteration 26Q: 3 clusters Score -7506444 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -7506439.000000 Penalty: 3564.305664
	Iteration 27Q: 3 clusters Score -7506439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -7506438.500000 Penalty: 3564.305664
	Iteration 28Q: 3 clusters Score -7506438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7506444.500000 Penalty: 3564.305664
	Iteration 29Q: 3 clusters Score -7506444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -7506448.500000 Penalty: 3564.305664
	Iteration 30Q: 3 clusters Score -7506448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -7506473.500000 Penalty: 3564.305664
	Iteration 31Q: 3 clusters Score -7506474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -7506478.500000 Penalty: 3564.305664
	Iteration 32Q: 3 clusters Score -7506478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7506488.500000 Penalty: 3564.305664
	Iteration 33Q: 3 clusters Score -7506488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -7506493.500000 Penalty: 3564.305664
	Iteration 34Q: 3 clusters Score -7506494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -7506504.500000 Penalty: 3564.305664
	Iteration 35Q: 3 clusters Score -7506504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -7506504.500000 Penalty: 3564.305664
	Iteration 36Q: 3 clusters Score -7506504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -7506498.000000 Penalty: 3564.305664
	Iteration 37Q: 3 clusters Score -7506498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7506499.500000 Penalty: 3564.305664
	Iteration 38Q: 3 clusters Score -7506500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7506486.500000 Penalty: 3564.305664
	Iteration 39Q: 3 clusters Score -7506486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7506509.000000 Penalty: 3564.305664
	Iteration 40F: 3 clusters Score -7506509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -7506533.500000 Penalty: 3564.305664
	Iteration 41Q: 3 clusters Score -7506534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -7506518.500000 Penalty: 3564.305664
	Iteration 42Q: 3 clusters Score -7506518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -7506523.000000 Penalty: 3564.305664
	Iteration 43Q: 3 clusters Score -7506523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -7506531.000000 Penalty: 3564.305664
	Iteration 44Q: 3 clusters Score -7506531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -7506534.500000 Penalty: 3564.305664
	Iteration 45Q: 3 clusters Score -7506534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7506543.500000 Penalty: 3564.305664
	Iteration 46Q: 3 clusters Score -7506544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7506542.500000 Penalty: 3564.305664
	Iteration 47Q: 3 clusters Score -7506542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -7506569.500000 Penalty: 3564.305664
	Iteration 48Q: 3 clusters Score -7506570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -7506563.000000 Penalty: 3564.305664
	Iteration 49Q: 3 clusters Score -7506563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -7506569.500000 Penalty: 3564.305664
	Iteration 50Q: 3 clusters Score -7506570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7506574.500000 Penalty: 3564.305664
	Iteration 51Q: 3 clusters Score -7506574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -7506588.000000 Penalty: 3564.305664
	Iteration 52Q: 3 clusters Score -7506588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -7506580.000000 Penalty: 3564.305664
	Iteration 53Q: 3 clusters Score -7506580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7506606.500000 Penalty: 3564.305664
	Iteration 54Q: 3 clusters Score -7506606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -7506608.500000 Penalty: 3564.305664
	Iteration 55Q: 3 clusters Score -7506608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -7506642.500000 Penalty: 3564.305664
	Iteration 56Q: 3 clusters Score -7506642 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -7506627.000000 Penalty: 3564.305664
	Iteration 57Q: 3 clusters Score -7506627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7506645.000000 Penalty: 3564.305664
	Iteration 58Q: 3 clusters Score -7506645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -7506696.000000 Penalty: 3564.305664
	Iteration 59Q: 3 clusters Score -7506696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -7506733.000000 Penalty: 3564.305664
	Iteration 60F: 3 clusters Score -7506733 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7506792.000000 Penalty: 3564.305664
	Iteration 61Q: 3 clusters Score -7506792 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -7506928.500000 Penalty: 3564.305664
	Iteration 62Q: 3 clusters Score -7506928 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7507252.000000 Penalty: 3564.305664
	Iteration 63Q: 3 clusters Score -7507252 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7508024.500000 Penalty: 3564.305664
	Iteration 64Q: 3 clusters Score -7508024 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -7510080.500000 Penalty: 3564.305664
	Iteration 65Q: 3 clusters Score -7510080 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7512982.500000 Penalty: 3564.305664
	Iteration 66Q: 3 clusters Score -7512982 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7513829.500000 Penalty: 3564.305664
	Iteration 67Q: 3 clusters Score -7513830 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7514033.500000 Penalty: 3564.305664
	Iteration 68Q: 3 clusters Score -7514034 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7514074.000000 Penalty: 3564.305664
	Iteration 69Q: 3 clusters Score -7514074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7514104.500000 Penalty: 3564.305664
	Iteration 70Q: 3 clusters Score -7514104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7514139.000000 Penalty: 3564.305664
	Iteration 71Q: 3 clusters Score -7514139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7514146.500000 Penalty: 3564.305664
	Iteration 72Q: 3 clusters Score -7514146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7514140.500000 Penalty: 3564.305664
	Iteration 73Q: 3 clusters Score -7514140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7514141.500000 Penalty: 3564.305664
	Iteration 74Q: 3 clusters Score -7514142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -7514137.000000 Penalty: 3564.305664
	Iteration 75Q: 3 clusters Score -7514137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7514139.000000 Penalty: 3564.305664
	Iteration 76Q: 3 clusters Score -7514139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7514139.000000 Penalty: 3564.305664
	Iteration 77Q: 3 clusters Score -7514139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -7514133.000000 Penalty: 3564.305664
	Iteration 78Q: 3 clusters Score -7514133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -7514132.000000 Penalty: 3564.305664
	Iteration 79Q: 3 clusters Score -7514132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -7514135.000000 Penalty: 3564.305664
	Iteration 80F: 3 clusters Score -7514135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -7514140.500000 Penalty: 3564.305664
	Iteration 81Q: 3 clusters Score -7514140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -7514140.500000 Penalty: 3564.305664
	Iteration 82F: 3 clusters Score -7514140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Entering Unmasked Estep 
Score: -68953104.000000 Penalty: 98535.601562
Splitting cluster 9 changes total score from -68888616.000000 to -68953104.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 10 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -66530.562500 Penalty: 1092.035767
	Iteration 0F: 2 clusters Score -66530.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65406.125000 Penalty: 2184.071533
	Iteration 0F: 3 clusters Score -65406.12 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66068.890625 Penalty: 2184.071533
	Iteration 1F: 3 clusters Score -66068.89 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66959.328125 Penalty: 2184.071533
	Iteration 2F: 3 clusters Score -66959.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67970.351562 Penalty: 2184.071533
	Iteration 3F: 3 clusters Score -67970.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68309.039062 Penalty: 2184.071533
	Iteration 4F: 3 clusters Score -68309.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68542.375000 Penalty: 2184.071533
	Iteration 5Q: 3 clusters Score -68542.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68633.304688 Penalty: 2184.071533
	Iteration 6Q: 3 clusters Score -68633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68683.242188 Penalty: 2184.071533
	Iteration 7Q: 3 clusters Score -68683.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68706.578125 Penalty: 2184.071533
	Iteration 8Q: 3 clusters Score -68706.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68729.179688 Penalty: 2184.071533
	Iteration 9Q: 3 clusters Score -68729.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68774.578125 Penalty: 2184.071533
	Iteration 10Q: 3 clusters Score -68774.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68789.507812 Penalty: 2184.071533
	Iteration 11Q: 3 clusters Score -68789.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68791.882812 Penalty: 2184.071533
	Iteration 12Q: 3 clusters Score -68791.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68796.000000 Penalty: 2184.071533
	Iteration 13Q: 3 clusters Score -68796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68798.656250 Penalty: 2184.071533
	Iteration 14Q: 3 clusters Score -68798.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68798.656250 Penalty: 2184.071533
	Iteration 15F: 3 clusters Score -68798.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Entering Unmasked Estep 
Score: -68954344.000000 Penalty: 100677.679688
Splitting cluster 10 changes total score from -68888616.000000 to -68954344.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -66220.921875 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -66220.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65155.140625 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -65155.14 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65678.101562 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -65678.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65887.664062 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -65887.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66005.914062 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -66005.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66062.367188 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -66062.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66097.140625 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -66097.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66110.320312 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -66110.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66123.992188 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -66123.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66126.578125 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -66126.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66130.460938 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -66130.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66133.187500 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -66133.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66135.132812 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -66135.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66136.953125 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -66136.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66136.953125 Penalty: 2102.001953
	Iteration 13F: 3 clusters Score -66136.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Entering Unmasked Estep 
Score: -8446259.000000 Penalty: 1797.511719
	Iteration 0F: 2 clusters Score -8446259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8403963.000000 Penalty: 3595.023438
	Iteration 0F: 3 clusters Score -8403963 nChanged 30196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -8420986.000000 Penalty: 3595.023438
	Iteration 1F: 3 clusters Score -8420986 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -8421454.000000 Penalty: 3595.023438
	Iteration 2Q: 3 clusters Score -8421454 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -8421927.000000 Penalty: 3595.023438
	Iteration 3Q: 3 clusters Score -8421927 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8422554.000000 Penalty: 3595.023438
	Iteration 4Q: 3 clusters Score -8422554 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -8423318.000000 Penalty: 3595.023438
	Iteration 5Q: 3 clusters Score -8423318 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -8424382.000000 Penalty: 3595.023438
	Iteration 6Q: 3 clusters Score -8424382 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8425910.000000 Penalty: 3595.023438
	Iteration 7Q: 3 clusters Score -8425910 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8428108.000000 Penalty: 3595.023438
	Iteration 8F: 3 clusters Score -8428108 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -8430550.000000 Penalty: 3595.023438
	Iteration 9F: 3 clusters Score -8430550 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -8432860.000000 Penalty: 3595.023438
	Iteration 10F: 3 clusters Score -8432860 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8435051.000000 Penalty: 3595.023438
	Iteration 11Q: 3 clusters Score -8435051 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -8436734.000000 Penalty: 3595.023438
	Iteration 12Q: 3 clusters Score -8436734 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -8438003.000000 Penalty: 3595.023438
	Iteration 13Q: 3 clusters Score -8438003 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -8438866.000000 Penalty: 3595.023438
	Iteration 14Q: 3 clusters Score -8438866 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -8439566.000000 Penalty: 3595.023438
	Iteration 15Q: 3 clusters Score -8439566 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -8440205.000000 Penalty: 3595.023438
	Iteration 16Q: 3 clusters Score -8440205 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8440831.000000 Penalty: 3595.023438
	Iteration 17Q: 3 clusters Score -8440831 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -8441356.000000 Penalty: 3595.023438
	Iteration 18Q: 3 clusters Score -8441356 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8441952.000000 Penalty: 3595.023438
	Iteration 19Q: 3 clusters Score -8441952 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8442485.000000 Penalty: 3595.023438
	Iteration 20F: 3 clusters Score -8442485 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8443065.000000 Penalty: 3595.023438
	Iteration 21Q: 3 clusters Score -8443065 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8443512.000000 Penalty: 3595.023438
	Iteration 22Q: 3 clusters Score -8443512 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8443915.000000 Penalty: 3595.023438
	Iteration 23Q: 3 clusters Score -8443915 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8444134.000000 Penalty: 3595.023438
	Iteration 24Q: 3 clusters Score -8444134 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8444298.000000 Penalty: 3595.023438
	Iteration 25Q: 3 clusters Score -8444298 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8444417.000000 Penalty: 3595.023438
	Iteration 26Q: 3 clusters Score -8444417 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8444480.000000 Penalty: 3595.023438
	Iteration 27Q: 3 clusters Score -8444480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8444522.000000 Penalty: 3595.023438
	Iteration 28Q: 3 clusters Score -8444522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8444565.000000 Penalty: 3595.023438
	Iteration 29Q: 3 clusters Score -8444565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8444595.000000 Penalty: 3595.023438
	Iteration 30Q: 3 clusters Score -8444595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8444641.000000 Penalty: 3595.023438
	Iteration 31Q: 3 clusters Score -8444641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8444683.000000 Penalty: 3595.023438
	Iteration 32Q: 3 clusters Score -8444683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8444699.000000 Penalty: 3595.023438
	Iteration 33Q: 3 clusters Score -8444699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8444725.000000 Penalty: 3595.023438
	Iteration 34Q: 3 clusters Score -8444725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8444747.000000 Penalty: 3595.023438
	Iteration 35Q: 3 clusters Score -8444747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8444744.000000 Penalty: 3595.023438
	Iteration 36Q: 3 clusters Score -8444744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8444751.000000 Penalty: 3595.023438
	Iteration 37Q: 3 clusters Score -8444751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8444752.000000 Penalty: 3595.023438
	Iteration 38Q: 3 clusters Score -8444752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8444756.000000 Penalty: 3595.023438
	Iteration 39Q: 3 clusters Score -8444756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8444756.000000 Penalty: 3595.023438
	Iteration 40F: 3 clusters Score -8444756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8444764.000000 Penalty: 3595.023438
	Iteration 41Q: 3 clusters Score -8444764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8444766.000000 Penalty: 3595.023438
	Iteration 42Q: 3 clusters Score -8444766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8444772.000000 Penalty: 3595.023438
	Iteration 43Q: 3 clusters Score -8444772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8444772.000000 Penalty: 3595.023438
	Iteration 44F: 3 clusters Score -8444772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -210566.562500 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -210566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -208888.203125 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -208888.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209345.406250 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -209345.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209552.265625 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -209552.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209713.875000 Penalty: 2347.333984
	Iteration 3F: 3 clusters Score -209713.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209856.546875 Penalty: 2347.333984
	Iteration 4F: 3 clusters Score -209856.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209954.859375 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -209954.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210029.671875 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -210029.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210083.343750 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -210083.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210113.921875 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -210113.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -210128.484375 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -210128.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -210148.281250 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -210148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210159.750000 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -210159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210169.578125 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -210169.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210183.078125 Penalty: 2347.333984
	Iteration 13Q: 3 clusters Score -210183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -210199.703125 Penalty: 2347.333984
	Iteration 14Q: 3 clusters Score -210199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -210208.203125 Penalty: 2347.333984
	Iteration 15Q: 3 clusters Score -210208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -210216.906250 Penalty: 2347.333984
	Iteration 16Q: 3 clusters Score -210216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -210226.140625 Penalty: 2347.333984
	Iteration 17Q: 3 clusters Score -210226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -210229.718750 Penalty: 2347.333984
	Iteration 18Q: 3 clusters Score -210229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -210233.187500 Penalty: 2347.333984
	Iteration 19Q: 3 clusters Score -210233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210242.281250 Penalty: 2347.333984
	Iteration 20F: 3 clusters Score -210242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -210249.140625 Penalty: 2347.333984
	Iteration 21Q: 3 clusters Score -210249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -210258.562500 Penalty: 2347.333984
	Iteration 22Q: 3 clusters Score -210258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -210264.000000 Penalty: 2347.333984
	Iteration 23Q: 3 clusters Score -210264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -210268.750000 Penalty: 2347.333984
	Iteration 24Q: 3 clusters Score -210268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210269.015625 Penalty: 2347.333984
	Iteration 25Q: 3 clusters Score -210269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -210269.562500 Penalty: 2347.333984
	Iteration 26Q: 3 clusters Score -210269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -210269.562500 Penalty: 2347.333984
	Iteration 27F: 3 clusters Score -210269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -144770.031250 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -144770 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 553 members 
Entering Unmasked Estep 
Score: -143270.796875 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -143270.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143565.937500 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -143565.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143644.890625 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -143644.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143678.562500 Penalty: 2285.889648
	Iteration 3Q: 3 clusters Score -143678.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143710.000000 Penalty: 2285.889648
	Iteration 4Q: 3 clusters Score -143710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143726.390625 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -143726.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143742.687500 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -143742.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143757.359375 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -143757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143763.093750 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -143763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143771.421875 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -143771.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -143795.187500 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -143795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -143818.093750 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -143818.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143843.921875 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -143843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -143879.015625 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -143879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -143944.078125 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -143944.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144047.281250 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -144047.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -144132.187500 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -144132.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144187.875000 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -144187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144217.750000 Penalty: 2285.889648
	Iteration 18Q: 3 clusters Score -144217.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144257.406250 Penalty: 2285.889648
	Iteration 19Q: 3 clusters Score -144257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144283.750000 Penalty: 2285.889648
	Iteration 20F: 3 clusters Score -144283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144309.437500 Penalty: 2285.889648
	Iteration 21Q: 3 clusters Score -144309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144326.109375 Penalty: 2285.889648
	Iteration 22Q: 3 clusters Score -144326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144332.718750 Penalty: 2285.889648
	Iteration 23Q: 3 clusters Score -144332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144341.515625 Penalty: 2285.889648
	Iteration 24Q: 3 clusters Score -144341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144348.312500 Penalty: 2285.889648
	Iteration 25Q: 3 clusters Score -144348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144353.843750 Penalty: 2285.889648
	Iteration 26Q: 3 clusters Score -144353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144358.906250 Penalty: 2285.889648
	Iteration 27Q: 3 clusters Score -144358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144362.296875 Penalty: 2285.889648
	Iteration 28Q: 3 clusters Score -144362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144366.593750 Penalty: 2285.889648
	Iteration 29Q: 3 clusters Score -144366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144369.656250 Penalty: 2285.889648
	Iteration 30Q: 3 clusters Score -144369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144369.656250 Penalty: 2285.889648
	Iteration 31F: 3 clusters Score -144369.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -1013331.250000 Penalty: 1453.319824
	Iteration 0F: 2 clusters Score -1013331 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 3745 members 
Entering Unmasked Estep 
Score: -1007716.062500 Penalty: 2906.639648
	Iteration 0F: 3 clusters Score -1007716 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1009694.187500 Penalty: 2906.639648
	Iteration 1F: 3 clusters Score -1009694 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1010402.312500 Penalty: 2906.639648
	Iteration 2F: 3 clusters Score -1010402 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1011365.625000 Penalty: 2906.639648
	Iteration 3F: 3 clusters Score -1011366 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1012260.187500 Penalty: 2906.639648
	Iteration 4F: 3 clusters Score -1012260 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1012876.500000 Penalty: 2906.639648
	Iteration 5F: 3 clusters Score -1012876 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1013475.187500 Penalty: 2906.639648
	Iteration 6F: 3 clusters Score -1013475 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1014585.062500 Penalty: 2906.639648
	Iteration 7F: 3 clusters Score -1014585 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1015600.375000 Penalty: 2906.639648
	Iteration 8Q: 3 clusters Score -1015600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1015830.062500 Penalty: 2906.639648
	Iteration 9Q: 3 clusters Score -1015830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1015906.625000 Penalty: 2906.639648
	Iteration 10Q: 3 clusters Score -1015907 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1015942.500000 Penalty: 2906.639648
	Iteration 11Q: 3 clusters Score -1015942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1015956.250000 Penalty: 2906.639648
	Iteration 12Q: 3 clusters Score -1015956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1015959.500000 Penalty: 2906.639648
	Iteration 13Q: 3 clusters Score -1015960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1015966.937500 Penalty: 2906.639648
	Iteration 14Q: 3 clusters Score -1015967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1015964.062500 Penalty: 2906.639648
	Iteration 15Q: 3 clusters Score -1015964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1015965.250000 Penalty: 2906.639648
	Iteration 16Q: 3 clusters Score -1015965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1015965.250000 Penalty: 2906.639648
	Iteration 17F: 3 clusters Score -1015965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Entering Unmasked Estep 
Score: -68956312.000000 Penalty: 102819.757812
Splitting cluster 15 changes total score from -68888616.000000 to -68956312.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -169671.406250 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -169671.4 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 607 members 
Entering Unmasked Estep 
Score: -168208.015625 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -168208 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -168881.921875 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -168881.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169193.281250 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -169193.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -169364.484375 Penalty: 2308.846924
	Iteration 3F: 3 clusters Score -169364.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169475.125000 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -169475.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -169599.312500 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -169599.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -169660.062500 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -169660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -169705.296875 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -169705.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -169739.218750 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -169739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -169762.062500 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -169762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -169789.281250 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -169789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -169806.421875 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -169806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -169812.546875 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -169812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -169817.468750 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -169817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -169821.453125 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -169821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -169824.656250 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -169824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -169828.046875 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -169828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -169837.437500 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -169837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -169841.218750 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -169841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -169843.500000 Penalty: 2308.846924
	Iteration 19Q: 3 clusters Score -169843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -169849.671875 Penalty: 2308.846924
	Iteration 20F: 3 clusters Score -169849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -169861.921875 Penalty: 2308.846924
	Iteration 21Q: 3 clusters Score -169861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -169868.593750 Penalty: 2308.846924
	Iteration 22Q: 3 clusters Score -169868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -169869.281250 Penalty: 2308.846924
	Iteration 23Q: 3 clusters Score -169869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -169872.203125 Penalty: 2308.846924
	Iteration 24Q: 3 clusters Score -169872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -169875.875000 Penalty: 2308.846924
	Iteration 25Q: 3 clusters Score -169875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169878.031250 Penalty: 2308.846924
	Iteration 26Q: 3 clusters Score -169878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169879.296875 Penalty: 2308.846924
	Iteration 27Q: 3 clusters Score -169879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169879.296875 Penalty: 2308.846924
	Iteration 28F: 3 clusters Score -169879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Entering Unmasked Estep 
Score: -68955552.000000 Penalty: 104961.835938
Splitting cluster 16 changes total score from -68888616.000000 to -68955552.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46811.808594 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -46811.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45898.226562 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -45898.23 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46140.253906 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -46140.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46263.925781 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -46263.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46306.902344 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -46306.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46351.328125 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -46351.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46359.523438 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -46359.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46361.375000 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -46361.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46382.445312 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -46382.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46413.691406 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -46413.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46433.375000 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -46433.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46451.167969 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -46451.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46456.492188 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -46456.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46464.003906 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -46464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46467.671875 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -46467.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46467.671875 Penalty: 1973.739502
	Iteration 14F: 3 clusters Score -46467.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -583853.375000 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -583853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -580229.750000 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -580229.8 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -581177.812500 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -581177.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -581336.375000 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -581336.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -581424.500000 Penalty: 2734.999268
	Iteration 3Q: 3 clusters Score -581424.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -581512.687500 Penalty: 2734.999268
	Iteration 4Q: 3 clusters Score -581512.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -581602.812500 Penalty: 2734.999268
	Iteration 5Q: 3 clusters Score -581602.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -581692.937500 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -581692.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -581782.812500 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -581782.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -581871.062500 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -581871.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -581969.125000 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -581969.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -582075.937500 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -582075.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -582187.812500 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -582187.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -582316.750000 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -582316.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -582461.125000 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -582461.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -582642.062500 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -582642.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -582850.562500 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -582850.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -583087.187500 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -583087.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -583292.062500 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -583292.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -583536.562500 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -583536.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -583927.625000 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -583927.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -584530.812500 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -584530.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -585013.125000 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -585013.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -585089.500000 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -585089.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -585100.937500 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -585100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -585102.687500 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -585102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -585103.312500 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -585103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -585103.312500 Penalty: 2734.999268
	Iteration 26F: 3 clusters Score -585103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Entering Unmasked Estep 
Score: -68956056.000000 Penalty: 107103.914062
Splitting cluster 18 changes total score from -68888616.000000 to -68956056.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 19 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -292256.656250 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -292256.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289884.750000 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -289884.8 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290918.718750 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -290918.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -291229.281250 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -291229.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291416.343750 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -291416.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -291527.406250 Penalty: 2556.310791
	Iteration 4F: 3 clusters Score -291527.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291592.625000 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -291592.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291645.187500 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -291645.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -291704.625000 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -291704.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -291751.937500 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -291751.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -291822.937500 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -291822.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291903.625000 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -291903.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -292001.937500 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -292001.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -292095.406250 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -292095.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -292148.593750 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -292148.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -292192.906250 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -292192.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292248.500000 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -292248.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -292310.562500 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -292310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292376.343750 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -292376.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -292436.125000 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -292436.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -292504.750000 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -292504.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -292553.593750 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -292553.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -292574.375000 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -292574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292581.125000 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -292581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -292583.812500 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -292583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -292587.093750 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -292587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -292588.406250 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -292588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -292589.750000 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -292589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -292591.343750 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -292591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -292592.968750 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -292593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -292595.406250 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -292595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -292596.437500 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -292596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -292597.250000 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -292597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -292598.156250 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -292598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292598.625000 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -292598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -292598.937500 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -292598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -292599.187500 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -292599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292599.343750 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -292599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -292599.687500 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -292599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -292599.687500 Penalty: 2556.310791
	Iteration 38F: 3 clusters Score -292599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Entering Unmasked Estep 
Score: -68955536.000000 Penalty: 109245.992188
Splitting cluster 19 changes total score from -68888616.000000 to -68955536.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 20 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -469624.875000 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -469624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -466585.656250 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -466585.7 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -467474.156250 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -467474.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -467783.406250 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -467783.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -468103.812500 Penalty: 2662.225586
	Iteration 3F: 3 clusters Score -468103.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -468441.593750 Penalty: 2662.225586
	Iteration 4F: 3 clusters Score -468441.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468715.937500 Penalty: 2662.225586
	Iteration 5F: 3 clusters Score -468715.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -468912.906250 Penalty: 2662.225586
	Iteration 6F: 3 clusters Score -468912.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -469018.406250 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -469018.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -469081.125000 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -469081.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -469135.187500 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -469135.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -469161.781250 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -469161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -469183.968750 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -469184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -469198.187500 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -469198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -469203.781250 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -469203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -469206.250000 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -469206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -469209.406250 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -469209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -469211.781250 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -469211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -469211.812500 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -469211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -469212.625000 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -469212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -469213.718750 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -469213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -469214.343750 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -469214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -469215.968750 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -469216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -469217.218750 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -469217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -469218.000000 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -469218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -469218.718750 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -469218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -469219.406250 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -469219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -469220.093750 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -469220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -469220.593750 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -469220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -469220.593750 Penalty: 2662.225586
	Iteration 28F: 3 clusters Score -469220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -364175.218750 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -364175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -361718.812500 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -361718.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -363635.593750 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -363635.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -364416.187500 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -364416.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -364752.406250 Penalty: 2590.715088
	Iteration 3F: 3 clusters Score -364752.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -364871.468750 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -364871.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -364942.031250 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -364942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -364988.968750 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -364989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -365022.750000 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -365022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -365055.062500 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -365055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -365081.406250 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -365081.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -365093.437500 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -365093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -365100.406250 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -365100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -365103.375000 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -365103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -365106.312500 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -365106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -365107.437500 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -365107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -365111.468750 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -365111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -365111.937500 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -365111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -365113.031250 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -365113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -365113.718750 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -365113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -365113.718750 Penalty: 2590.715088
	Iteration 19F: 3 clusters Score -365113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Entering Unmasked Estep 
Score: -68955616.000000 Penalty: 111388.070312
Splitting cluster 21 changes total score from -68888616.000000 to -68955616.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 22 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44873.835938 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -44873.84 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 202 members 
Entering Unmasked Estep 
Score: -43933.878906 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -43933.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44101.484375 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -44101.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44172.710938 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -44172.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44213.246094 Penalty: 1951.263306
	Iteration 3Q: 3 clusters Score -44213.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44255.917969 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -44255.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44271.523438 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -44271.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44289.707031 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -44289.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44307.640625 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -44307.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44314.726562 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -44314.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44316.726562 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -44316.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44316.726562 Penalty: 1951.263306
	Iteration 10F: 3 clusters Score -44316.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -913879.937500 Penalty: 1443.681641
	Iteration 0F: 2 clusters Score -913879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -908542.687500 Penalty: 2887.363281
	Iteration 0F: 3 clusters Score -908542.7 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -910515.562500 Penalty: 2887.363281
	Iteration 1F: 3 clusters Score -910515.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -911019.875000 Penalty: 2887.363281
	Iteration 2F: 3 clusters Score -911019.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -911432.125000 Penalty: 2887.363281
	Iteration 3F: 3 clusters Score -911432.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -911731.750000 Penalty: 2887.363281
	Iteration 4F: 3 clusters Score -911731.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -911932.187500 Penalty: 2887.363281
	Iteration 5Q: 3 clusters Score -911932.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -912143.437500 Penalty: 2887.363281
	Iteration 6Q: 3 clusters Score -912143.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -912354.500000 Penalty: 2887.363281
	Iteration 7Q: 3 clusters Score -912354.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -912526.062500 Penalty: 2887.363281
	Iteration 8Q: 3 clusters Score -912526.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -912685.000000 Penalty: 2887.363281
	Iteration 9Q: 3 clusters Score -912685 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -912859.312500 Penalty: 2887.363281
	Iteration 10Q: 3 clusters Score -912859.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -913063.500000 Penalty: 2887.363281
	Iteration 11Q: 3 clusters Score -913063.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -913304.562500 Penalty: 2887.363281
	Iteration 12Q: 3 clusters Score -913304.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -913567.687500 Penalty: 2887.363281
	Iteration 13Q: 3 clusters Score -913567.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -913837.125000 Penalty: 2887.363281
	Iteration 14Q: 3 clusters Score -913837.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -913993.375000 Penalty: 2887.363281
	Iteration 15Q: 3 clusters Score -913993.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -914046.625000 Penalty: 2887.363281
	Iteration 16Q: 3 clusters Score -914046.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -914067.250000 Penalty: 2887.363281
	Iteration 17Q: 3 clusters Score -914067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -914076.750000 Penalty: 2887.363281
	Iteration 18Q: 3 clusters Score -914076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -914079.437500 Penalty: 2887.363281
	Iteration 19Q: 3 clusters Score -914079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -914083.500000 Penalty: 2887.363281
	Iteration 20F: 3 clusters Score -914083.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -914085.312500 Penalty: 2887.363281
	Iteration 21Q: 3 clusters Score -914085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -914086.187500 Penalty: 2887.363281
	Iteration 22Q: 3 clusters Score -914086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -914086.187500 Penalty: 2887.363281
	Iteration 23F: 3 clusters Score -914086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Entering Unmasked Estep 
Score: -68955296.000000 Penalty: 113530.148438
Splitting cluster 23 changes total score from -68888616.000000 to -68955296.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -308404.843750 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -308404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -306052.593750 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -306052.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -306590.406250 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -306590.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -306792.218750 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -306792.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -306954.750000 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -306954.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -307117.468750 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -307117.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -307257.250000 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -307257.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -307381.375000 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -307381.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -307543.562500 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -307543.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307789.812500 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -307789.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308022.312500 Penalty: 2526.691650
	Iteration 9F: 3 clusters Score -308022.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -308287.062500 Penalty: 2526.691650
	Iteration 10F: 3 clusters Score -308287.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -308567.250000 Penalty: 2526.691650
	Iteration 11F: 3 clusters Score -308567.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -308814.406250 Penalty: 2526.691650
	Iteration 12F: 3 clusters Score -308814.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -308944.531250 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -308944.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -309013.687500 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -309013.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309044.125000 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -309044.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -309064.531250 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -309064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -309083.562500 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -309083.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -309109.093750 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -309109.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309126.656250 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -309126.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -309143.531250 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -309143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -309157.312500 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -309157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309196.031250 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -309196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -309250.281250 Penalty: 2526.691650
	Iteration 23Q: 3 clusters Score -309250.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -309337.843750 Penalty: 2526.691650
	Iteration 24Q: 3 clusters Score -309337.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -309404.000000 Penalty: 2526.691650
	Iteration 25Q: 3 clusters Score -309404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309454.093750 Penalty: 2526.691650
	Iteration 26Q: 3 clusters Score -309454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309493.937500 Penalty: 2526.691650
	Iteration 27Q: 3 clusters Score -309493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -309526.062500 Penalty: 2526.691650
	Iteration 28Q: 3 clusters Score -309526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -309542.812500 Penalty: 2526.691650
	Iteration 29Q: 3 clusters Score -309542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -309606.687500 Penalty: 2526.691650
	Iteration 30Q: 3 clusters Score -309606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309631.406250 Penalty: 2526.691650
	Iteration 31Q: 3 clusters Score -309631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309662.625000 Penalty: 2526.691650
	Iteration 32F: 3 clusters Score -309662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -309669.156250 Penalty: 2526.691650
	Iteration 33Q: 3 clusters Score -309669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -309670.062500 Penalty: 2526.691650
	Iteration 34Q: 3 clusters Score -309670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -309670.062500 Penalty: 2526.691650
	Iteration 35F: 3 clusters Score -309670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Entering Unmasked Estep 
Score: -68955768.000000 Penalty: 115672.226562
Splitting cluster 24 changes total score from -68888616.000000 to -68955768.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 25 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -155639.421875 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -155639.4 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 631 members 
Entering Unmasked Estep 
Score: -154084.156250 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -154084.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154379.484375 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -154379.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154472.062500 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -154472.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154507.609375 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -154507.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154528.218750 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -154528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154541.906250 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -154541.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154549.546875 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -154549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154555.531250 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -154555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154561.187500 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -154561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154564.171875 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -154564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154566.671875 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -154566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154569.812500 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -154569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154570.937500 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -154570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -154571.734375 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -154571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154572.390625 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -154572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154573.078125 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -154573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154573.078125 Penalty: 2300.186768
	Iteration 16F: 3 clusters Score -154573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Entering Unmasked Estep 
Score: -1775868.500000 Penalty: 1546.586792
	Iteration 0F: 2 clusters Score -1775868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1766561.250000 Penalty: 3093.173584
	Iteration 0F: 3 clusters Score -1766561 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1770417.750000 Penalty: 3093.173584
	Iteration 1F: 3 clusters Score -1770418 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1771412.875000 Penalty: 3093.173584
	Iteration 2F: 3 clusters Score -1771413 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1772630.375000 Penalty: 3093.173584
	Iteration 3F: 3 clusters Score -1772630 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1773827.500000 Penalty: 3093.173584
	Iteration 4F: 3 clusters Score -1773828 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1774945.250000 Penalty: 3093.173584
	Iteration 5F: 3 clusters Score -1774945 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1775772.250000 Penalty: 3093.173584
	Iteration 6F: 3 clusters Score -1775772 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1776232.125000 Penalty: 3093.173584
	Iteration 7Q: 3 clusters Score -1776232 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1776412.625000 Penalty: 3093.173584
	Iteration 8Q: 3 clusters Score -1776413 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1776502.750000 Penalty: 3093.173584
	Iteration 9Q: 3 clusters Score -1776503 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1776556.500000 Penalty: 3093.173584
	Iteration 10Q: 3 clusters Score -1776556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1776582.250000 Penalty: 3093.173584
	Iteration 11Q: 3 clusters Score -1776582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1776608.500000 Penalty: 3093.173584
	Iteration 12Q: 3 clusters Score -1776608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1776615.000000 Penalty: 3093.173584
	Iteration 13Q: 3 clusters Score -1776615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1776623.375000 Penalty: 3093.173584
	Iteration 14Q: 3 clusters Score -1776623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1776631.625000 Penalty: 3093.173584
	Iteration 15Q: 3 clusters Score -1776632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1776637.500000 Penalty: 3093.173584
	Iteration 16Q: 3 clusters Score -1776638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1776643.375000 Penalty: 3093.173584
	Iteration 17Q: 3 clusters Score -1776643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1776647.750000 Penalty: 3093.173584
	Iteration 18Q: 3 clusters Score -1776648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1776646.125000 Penalty: 3093.173584
	Iteration 19Q: 3 clusters Score -1776646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1776653.000000 Penalty: 3093.173584
	Iteration 20F: 3 clusters Score -1776653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1776653.625000 Penalty: 3093.173584
	Iteration 21Q: 3 clusters Score -1776654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1776654.125000 Penalty: 3093.173584
	Iteration 22Q: 3 clusters Score -1776654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1776654.875000 Penalty: 3093.173584
	Iteration 23Q: 3 clusters Score -1776655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1776658.000000 Penalty: 3093.173584
	Iteration 24Q: 3 clusters Score -1776658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1776659.875000 Penalty: 3093.173584
	Iteration 25Q: 3 clusters Score -1776660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1776663.750000 Penalty: 3093.173584
	Iteration 26Q: 3 clusters Score -1776664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1776662.875000 Penalty: 3093.173584
	Iteration 27Q: 3 clusters Score -1776663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1776666.250000 Penalty: 3093.173584
	Iteration 28Q: 3 clusters Score -1776666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1776663.250000 Penalty: 3093.173584
	Iteration 29Q: 3 clusters Score -1776663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1776663.000000 Penalty: 3093.173584
	Iteration 30Q: 3 clusters Score -1776663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1776665.875000 Penalty: 3093.173584
	Iteration 31Q: 3 clusters Score -1776666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1776668.375000 Penalty: 3093.173584
	Iteration 32Q: 3 clusters Score -1776668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1776667.375000 Penalty: 3093.173584
	Iteration 33Q: 3 clusters Score -1776667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1776667.375000 Penalty: 3093.173584
	Iteration 34F: 3 clusters Score -1776667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Entering Unmasked Estep 
Score: -68956096.000000 Penalty: 117814.304688
Splitting cluster 26 changes total score from -68888616.000000 to -68956096.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 27 (74702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Entering Unmasked Estep 
Score: -10188768.000000 Penalty: 1823.455078
	Iteration 0F: 2 clusters Score -1.018877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -10140771.000000 Penalty: 3646.910156
	Iteration 0F: 3 clusters Score -1.014077e+07 nChanged 35539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -10161321.000000 Penalty: 3646.910156
	Iteration 1F: 3 clusters Score -1.016132e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -10161747.000000 Penalty: 3646.910156
	Iteration 2Q: 3 clusters Score -1.016175e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -10162391.000000 Penalty: 3646.910156
	Iteration 3Q: 3 clusters Score -1.016239e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -10163135.000000 Penalty: 3646.910156
	Iteration 4Q: 3 clusters Score -1.016314e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -10164071.000000 Penalty: 3646.910156
	Iteration 5Q: 3 clusters Score -1.016407e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -10165469.000000 Penalty: 3646.910156
	Iteration 6Q: 3 clusters Score -1.016547e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -10167311.000000 Penalty: 3646.910156
	Iteration 7Q: 3 clusters Score -1.016731e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -10169608.000000 Penalty: 3646.910156
	Iteration 8F: 3 clusters Score -1.016961e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -10172458.000000 Penalty: 3646.910156
	Iteration 9F: 3 clusters Score -1.017246e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -10174918.000000 Penalty: 3646.910156
	Iteration 10F: 3 clusters Score -1.017492e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -10176225.000000 Penalty: 3646.910156
	Iteration 11Q: 3 clusters Score -1.017622e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -10176700.000000 Penalty: 3646.910156
	Iteration 12Q: 3 clusters Score -1.01767e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -10176883.000000 Penalty: 3646.910156
	Iteration 13Q: 3 clusters Score -1.017688e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -10176954.000000 Penalty: 3646.910156
	Iteration 14Q: 3 clusters Score -1.017695e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -10177025.000000 Penalty: 3646.910156
	Iteration 15Q: 3 clusters Score -1.017702e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -10177089.000000 Penalty: 3646.910156
	Iteration 16Q: 3 clusters Score -1.017709e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -10177177.000000 Penalty: 3646.910156
	Iteration 17Q: 3 clusters Score -1.017718e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -10177251.000000 Penalty: 3646.910156
	Iteration 18Q: 3 clusters Score -1.017725e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -10177333.000000 Penalty: 3646.910156
	Iteration 19Q: 3 clusters Score -1.017733e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -10177428.000000 Penalty: 3646.910156
	Iteration 20F: 3 clusters Score -1.017743e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -10177519.000000 Penalty: 3646.910156
	Iteration 21Q: 3 clusters Score -1.017752e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -10177727.000000 Penalty: 3646.910156
	Iteration 22Q: 3 clusters Score -1.017773e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -10177881.000000 Penalty: 3646.910156
	Iteration 23Q: 3 clusters Score -1.017788e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -10178080.000000 Penalty: 3646.910156
	Iteration 24Q: 3 clusters Score -1.017808e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -10178335.000000 Penalty: 3646.910156
	Iteration 25Q: 3 clusters Score -1.017834e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -10178631.000000 Penalty: 3646.910156
	Iteration 26Q: 3 clusters Score -1.017863e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -10178896.000000 Penalty: 3646.910156
	Iteration 27Q: 3 clusters Score -1.01789e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -10179128.000000 Penalty: 3646.910156
	Iteration 28Q: 3 clusters Score -1.017913e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -10179497.000000 Penalty: 3646.910156
	Iteration 29Q: 3 clusters Score -1.01795e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -10179924.000000 Penalty: 3646.910156
	Iteration 30Q: 3 clusters Score -1.017992e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -10180426.000000 Penalty: 3646.910156
	Iteration 31Q: 3 clusters Score -1.018043e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -10181012.000000 Penalty: 3646.910156
	Iteration 32Q: 3 clusters Score -1.018101e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -10181692.000000 Penalty: 3646.910156
	Iteration 33Q: 3 clusters Score -1.018169e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -10182394.000000 Penalty: 3646.910156
	Iteration 34Q: 3 clusters Score -1.018239e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -10183155.000000 Penalty: 3646.910156
	Iteration 35Q: 3 clusters Score -1.018316e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -10183888.000000 Penalty: 3646.910156
	Iteration 36Q: 3 clusters Score -1.018389e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -10184519.000000 Penalty: 3646.910156
	Iteration 37Q: 3 clusters Score -1.018452e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -10185037.000000 Penalty: 3646.910156
	Iteration 38Q: 3 clusters Score -1.018504e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -10185499.000000 Penalty: 3646.910156
	Iteration 39Q: 3 clusters Score -1.01855e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -10185903.000000 Penalty: 3646.910156
	Iteration 40F: 3 clusters Score -1.01859e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -10186305.000000 Penalty: 3646.910156
	Iteration 41Q: 3 clusters Score -1.01863e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -10186577.000000 Penalty: 3646.910156
	Iteration 42Q: 3 clusters Score -1.018658e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -10186804.000000 Penalty: 3646.910156
	Iteration 43Q: 3 clusters Score -1.01868e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -10186950.000000 Penalty: 3646.910156
	Iteration 44Q: 3 clusters Score -1.018695e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -10187063.000000 Penalty: 3646.910156
	Iteration 45Q: 3 clusters Score -1.018706e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -10187093.000000 Penalty: 3646.910156
	Iteration 46Q: 3 clusters Score -1.018709e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -10187181.000000 Penalty: 3646.910156
	Iteration 47Q: 3 clusters Score -1.018718e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -10187297.000000 Penalty: 3646.910156
	Iteration 48Q: 3 clusters Score -1.01873e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -10187353.000000 Penalty: 3646.910156
	Iteration 49Q: 3 clusters Score -1.018735e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -10187384.000000 Penalty: 3646.910156
	Iteration 50Q: 3 clusters Score -1.018738e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -10187365.000000 Penalty: 3646.910156
	Iteration 51Q: 3 clusters Score -1.018736e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -10187368.000000 Penalty: 3646.910156
	Iteration 52Q: 3 clusters Score -1.018737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -10187388.000000 Penalty: 3646.910156
	Iteration 53Q: 3 clusters Score -1.018739e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -10187393.000000 Penalty: 3646.910156
	Iteration 54Q: 3 clusters Score -1.018739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -10187401.000000 Penalty: 3646.910156
	Iteration 55Q: 3 clusters Score -1.01874e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -10187439.000000 Penalty: 3646.910156
	Iteration 56Q: 3 clusters Score -1.018744e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3646.910156
	Iteration 57Q: 3 clusters Score -1.018745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -10187429.000000 Penalty: 3646.910156
	Iteration 58Q: 3 clusters Score -1.018743e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -10187424.000000 Penalty: 3646.910156
	Iteration 59Q: 3 clusters Score -1.018742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -10187434.000000 Penalty: 3646.910156
	Iteration 60F: 3 clusters Score -1.018743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -10187436.000000 Penalty: 3646.910156
	Iteration 61Q: 3 clusters Score -1.018744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -10187428.000000 Penalty: 3646.910156
	Iteration 62Q: 3 clusters Score -1.018743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -10187437.000000 Penalty: 3646.910156
	Iteration 63Q: 3 clusters Score -1.018744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -10187452.000000 Penalty: 3646.910156
	Iteration 64Q: 3 clusters Score -1.018745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -10187449.000000 Penalty: 3646.910156
	Iteration 65Q: 3 clusters Score -1.018745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -10187450.000000 Penalty: 3646.910156
	Iteration 66Q: 3 clusters Score -1.018745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -10187455.000000 Penalty: 3646.910156
	Iteration 67Q: 3 clusters Score -1.018746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3646.910156
	Iteration 68Q: 3 clusters Score -1.018745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -10187439.000000 Penalty: 3646.910156
	Iteration 69Q: 3 clusters Score -1.018744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -10187439.000000 Penalty: 3646.910156
	Iteration 70Q: 3 clusters Score -1.018744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -10187448.000000 Penalty: 3646.910156
	Iteration 71Q: 3 clusters Score -1.018745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -10187450.000000 Penalty: 3646.910156
	Iteration 72Q: 3 clusters Score -1.018745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -10187462.000000 Penalty: 3646.910156
	Iteration 73Q: 3 clusters Score -1.018746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -10187455.000000 Penalty: 3646.910156
	Iteration 74Q: 3 clusters Score -1.018746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -10187466.000000 Penalty: 3646.910156
	Iteration 75Q: 3 clusters Score -1.018747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3646.910156
	Iteration 76Q: 3 clusters Score -1.018745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -10187430.000000 Penalty: 3646.910156
	Iteration 77Q: 3 clusters Score -1.018743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -10187451.000000 Penalty: 3646.910156
	Iteration 78Q: 3 clusters Score -1.018745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -10187442.000000 Penalty: 3646.910156
	Iteration 79Q: 3 clusters Score -1.018744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3646.910156
	Iteration 80F: 3 clusters Score -1.018745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -10187445.000000 Penalty: 3646.910156
	Iteration 81Q: 3 clusters Score -1.018744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -10187440.000000 Penalty: 3646.910156
	Iteration 82Q: 3 clusters Score -1.018744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -10187440.000000 Penalty: 3646.910156
	Iteration 83Q: 3 clusters Score -1.018744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3646.910156
	Iteration 84Q: 3 clusters Score -1.018745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -10187468.000000 Penalty: 3646.910156
	Iteration 85Q: 3 clusters Score -1.018747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -10187469.000000 Penalty: 3646.910156
	Iteration 86Q: 3 clusters Score -1.018747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10187483.000000 Penalty: 3646.910156
	Iteration 87Q: 3 clusters Score -1.018748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -10187476.000000 Penalty: 3646.910156
	Iteration 88Q: 3 clusters Score -1.018748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -10187484.000000 Penalty: 3646.910156
	Iteration 89Q: 3 clusters Score -1.018748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -10187483.000000 Penalty: 3646.910156
	Iteration 90Q: 3 clusters Score -1.018748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -10187481.000000 Penalty: 3646.910156
	Iteration 91Q: 3 clusters Score -1.018748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -10187492.000000 Penalty: 3646.910156
	Iteration 92Q: 3 clusters Score -1.018749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -10187491.000000 Penalty: 3646.910156
	Iteration 93Q: 3 clusters Score -1.018749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -10187491.000000 Penalty: 3646.910156
	Iteration 94Q: 3 clusters Score -1.018749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -10187499.000000 Penalty: 3646.910156
	Iteration 95Q: 3 clusters Score -1.01875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -10187506.000000 Penalty: 3646.910156
	Iteration 96Q: 3 clusters Score -1.018751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -10187508.000000 Penalty: 3646.910156
	Iteration 97Q: 3 clusters Score -1.018751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -10187524.000000 Penalty: 3646.910156
	Iteration 98Q: 3 clusters Score -1.018752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -10187514.000000 Penalty: 3646.910156
	Iteration 99Q: 3 clusters Score -1.018751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -10187507.000000 Penalty: 3646.910156
	Iteration 100F: 3 clusters Score -1.018751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -10187507.000000 Penalty: 3646.910156
	Iteration 101Q: 3 clusters Score -1.018751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -10187513.000000 Penalty: 3646.910156
	Iteration 102Q: 3 clusters Score -1.018751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -10187513.000000 Penalty: 3646.910156
	Iteration 103Q: 3 clusters Score -1.018751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -10187515.000000 Penalty: 3646.910156
	Iteration 104Q: 3 clusters Score -1.018752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -10187512.000000 Penalty: 3646.910156
	Iteration 105Q: 3 clusters Score -1.018751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -10187514.000000 Penalty: 3646.910156
	Iteration 106Q: 3 clusters Score -1.018751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -10187518.000000 Penalty: 3646.910156
	Iteration 107Q: 3 clusters Score -1.018752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -10187517.000000 Penalty: 3646.910156
	Iteration 108Q: 3 clusters Score -1.018752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -10187520.000000 Penalty: 3646.910156
	Iteration 109Q: 3 clusters Score -1.018752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -10187525.000000 Penalty: 3646.910156
	Iteration 110Q: 3 clusters Score -1.018752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -10187527.000000 Penalty: 3646.910156
	Iteration 111Q: 3 clusters Score -1.018753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -10187527.000000 Penalty: 3646.910156
	Iteration 112Q: 3 clusters Score -1.018753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -10187528.000000 Penalty: 3646.910156
	Iteration 113Q: 3 clusters Score -1.018753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -10187528.000000 Penalty: 3646.910156
	Iteration 114F: 3 clusters Score -1.018753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -248691.203125 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -248691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246604.968750 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -246605 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -247243.812500 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -247243.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247719.734375 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -247719.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -248032.296875 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -248032.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -248436.296875 Penalty: 2471.104736
	Iteration 4F: 3 clusters Score -248436.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -248883.359375 Penalty: 2471.104736
	Iteration 5F: 3 clusters Score -248883.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -249241.687500 Penalty: 2471.104736
	Iteration 6F: 3 clusters Score -249241.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -249470.421875 Penalty: 2471.104736
	Iteration 7F: 3 clusters Score -249470.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -249559.671875 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -249559.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -249582.703125 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -249582.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -249596.281250 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -249596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -249605.968750 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -249606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249612.515625 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -249612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -249615.765625 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -249615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -249622.687500 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -249622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -249630.656250 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -249630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -249639.968750 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -249640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249645.718750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -249645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -249649.656250 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -249649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249656.921875 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -249656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -249669.796875 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -249669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249686.203125 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -249686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -249723.781250 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -249723.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249821.953125 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -249822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250010.140625 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -250010.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -250173.015625 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -250173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -250216.375000 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -250216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250229.765625 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -250229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -250232.484375 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -250232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250232.796875 Penalty: 2471.104736
	Iteration 29Q: 3 clusters Score -250232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250232.796875 Penalty: 2471.104736
	Iteration 30F: 3 clusters Score -250232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Entering Unmasked Estep 
Score: -68956760.000000 Penalty: 119956.382812
Splitting cluster 28 changes total score from -68888616.000000 to -68956760.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (32245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Entering Unmasked Estep 
Score: -4179495.000000 Penalty: 1686.931641
	Iteration 0F: 2 clusters Score -4179495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4157829.750000 Penalty: 3373.863281
	Iteration 0F: 3 clusters Score -4157830 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4167539.750000 Penalty: 3373.863281
	Iteration 1F: 3 clusters Score -4167540 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4169120.500000 Penalty: 3373.863281
	Iteration 2F: 3 clusters Score -4169120 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4170583.750000 Penalty: 3373.863281
	Iteration 3F: 3 clusters Score -4170584 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4172077.750000 Penalty: 3373.863281
	Iteration 4F: 3 clusters Score -4172078 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4173435.750000 Penalty: 3373.863281
	Iteration 5F: 3 clusters Score -4173436 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4174505.750000 Penalty: 3373.863281
	Iteration 6F: 3 clusters Score -4174506 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4175329.750000 Penalty: 3373.863281
	Iteration 7Q: 3 clusters Score -4175330 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4176000.750000 Penalty: 3373.863281
	Iteration 8Q: 3 clusters Score -4176001 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4176574.750000 Penalty: 3373.863281
	Iteration 9Q: 3 clusters Score -4176575 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4177024.500000 Penalty: 3373.863281
	Iteration 10Q: 3 clusters Score -4177024 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4177364.750000 Penalty: 3373.863281
	Iteration 11Q: 3 clusters Score -4177365 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4177626.500000 Penalty: 3373.863281
	Iteration 12Q: 3 clusters Score -4177626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4177842.750000 Penalty: 3373.863281
	Iteration 13Q: 3 clusters Score -4177843 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4177974.750000 Penalty: 3373.863281
	Iteration 14Q: 3 clusters Score -4177975 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4178034.500000 Penalty: 3373.863281
	Iteration 15Q: 3 clusters Score -4178034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4178085.000000 Penalty: 3373.863281
	Iteration 16Q: 3 clusters Score -4178085 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4178119.750000 Penalty: 3373.863281
	Iteration 17Q: 3 clusters Score -4178120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4178171.000000 Penalty: 3373.863281
	Iteration 18Q: 3 clusters Score -4178171 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4178185.500000 Penalty: 3373.863281
	Iteration 19Q: 3 clusters Score -4178186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4178195.750000 Penalty: 3373.863281
	Iteration 20F: 3 clusters Score -4178196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4178208.750000 Penalty: 3373.863281
	Iteration 21Q: 3 clusters Score -4178209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4178221.250000 Penalty: 3373.863281
	Iteration 22Q: 3 clusters Score -4178221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4178245.750000 Penalty: 3373.863281
	Iteration 23Q: 3 clusters Score -4178246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4178269.000000 Penalty: 3373.863281
	Iteration 24Q: 3 clusters Score -4178269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4178309.000000 Penalty: 3373.863281
	Iteration 25Q: 3 clusters Score -4178309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4178359.500000 Penalty: 3373.863281
	Iteration 26Q: 3 clusters Score -4178360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4178393.500000 Penalty: 3373.863281
	Iteration 27Q: 3 clusters Score -4178394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4178429.250000 Penalty: 3373.863281
	Iteration 28Q: 3 clusters Score -4178429 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4178445.500000 Penalty: 3373.863281
	Iteration 29Q: 3 clusters Score -4178446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4178493.250000 Penalty: 3373.863281
	Iteration 30Q: 3 clusters Score -4178493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4178510.000000 Penalty: 3373.863281
	Iteration 31Q: 3 clusters Score -4178510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4178514.750000 Penalty: 3373.863281
	Iteration 32Q: 3 clusters Score -4178515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4178528.500000 Penalty: 3373.863281
	Iteration 33Q: 3 clusters Score -4178528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4178547.750000 Penalty: 3373.863281
	Iteration 34Q: 3 clusters Score -4178548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4178555.750000 Penalty: 3373.863281
	Iteration 35Q: 3 clusters Score -4178556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4178547.000000 Penalty: 3373.863281
	Iteration 36Q: 3 clusters Score -4178547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4178548.500000 Penalty: 3373.863281
	Iteration 37Q: 3 clusters Score -4178548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4178551.750000 Penalty: 3373.863281
	Iteration 38Q: 3 clusters Score -4178552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4178553.500000 Penalty: 3373.863281
	Iteration 39Q: 3 clusters Score -4178554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4178562.500000 Penalty: 3373.863281
	Iteration 40F: 3 clusters Score -4178562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4178566.000000 Penalty: 3373.863281
	Iteration 41Q: 3 clusters Score -4178566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4178574.250000 Penalty: 3373.863281
	Iteration 42Q: 3 clusters Score -4178574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4178577.500000 Penalty: 3373.863281
	Iteration 43Q: 3 clusters Score -4178578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4178580.000000 Penalty: 3373.863281
	Iteration 44Q: 3 clusters Score -4178580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4178575.000000 Penalty: 3373.863281
	Iteration 45Q: 3 clusters Score -4178575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4178580.000000 Penalty: 3373.863281
	Iteration 46Q: 3 clusters Score -4178580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4178579.000000 Penalty: 3373.863281
	Iteration 47Q: 3 clusters Score -4178579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4178576.000000 Penalty: 3373.863281
	Iteration 48Q: 3 clusters Score -4178576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4178577.000000 Penalty: 3373.863281
	Iteration 49Q: 3 clusters Score -4178577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4178577.000000 Penalty: 3373.863281
	Iteration 50Q: 3 clusters Score -4178577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4178582.250000 Penalty: 3373.863281
	Iteration 51Q: 3 clusters Score -4178582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4178584.000000 Penalty: 3373.863281
	Iteration 52Q: 3 clusters Score -4178584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4178584.500000 Penalty: 3373.863281
	Iteration 53Q: 3 clusters Score -4178584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4178588.500000 Penalty: 3373.863281
	Iteration 54Q: 3 clusters Score -4178588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4178595.500000 Penalty: 3373.863281
	Iteration 55Q: 3 clusters Score -4178596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4178593.250000 Penalty: 3373.863281
	Iteration 56Q: 3 clusters Score -4178593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4178591.750000 Penalty: 3373.863281
	Iteration 57Q: 3 clusters Score -4178592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4178589.500000 Penalty: 3373.863281
	Iteration 58Q: 3 clusters Score -4178590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4178594.250000 Penalty: 3373.863281
	Iteration 59Q: 3 clusters Score -4178594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4178598.500000 Penalty: 3373.863281
	Iteration 60F: 3 clusters Score -4178598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4178593.250000 Penalty: 3373.863281
	Iteration 61Q: 3 clusters Score -4178593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4178598.750000 Penalty: 3373.863281
	Iteration 62Q: 3 clusters Score -4178599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4178596.500000 Penalty: 3373.863281
	Iteration 63Q: 3 clusters Score -4178596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4178599.750000 Penalty: 3373.863281
	Iteration 64Q: 3 clusters Score -4178600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4178608.500000 Penalty: 3373.863281
	Iteration 65Q: 3 clusters Score -4178608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4178600.750000 Penalty: 3373.863281
	Iteration 66Q: 3 clusters Score -4178601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4178600.000000 Penalty: 3373.863281
	Iteration 67Q: 3 clusters Score -4178600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4178605.000000 Penalty: 3373.863281
	Iteration 68Q: 3 clusters Score -4178605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4178599.500000 Penalty: 3373.863281
	Iteration 69Q: 3 clusters Score -4178600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4178591.000000 Penalty: 3373.863281
	Iteration 70Q: 3 clusters Score -4178591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4178591.250000 Penalty: 3373.863281
	Iteration 71Q: 3 clusters Score -4178591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4178596.500000 Penalty: 3373.863281
	Iteration 72Q: 3 clusters Score -4178596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4178593.750000 Penalty: 3373.863281
	Iteration 73Q: 3 clusters Score -4178594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4178600.000000 Penalty: 3373.863281
	Iteration 74Q: 3 clusters Score -4178600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4178598.750000 Penalty: 3373.863281
	Iteration 75Q: 3 clusters Score -4178599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4178602.500000 Penalty: 3373.863281
	Iteration 76Q: 3 clusters Score -4178602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4178607.750000 Penalty: 3373.863281
	Iteration 77Q: 3 clusters Score -4178608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4178607.500000 Penalty: 3373.863281
	Iteration 78Q: 3 clusters Score -4178608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4178602.000000 Penalty: 3373.863281
	Iteration 79Q: 3 clusters Score -4178602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4178595.750000 Penalty: 3373.863281
	Iteration 80F: 3 clusters Score -4178596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4178597.000000 Penalty: 3373.863281
	Iteration 81Q: 3 clusters Score -4178597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4178598.500000 Penalty: 3373.863281
	Iteration 82Q: 3 clusters Score -4178598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4178601.500000 Penalty: 3373.863281
	Iteration 83Q: 3 clusters Score -4178602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4178602.250000 Penalty: 3373.863281
	Iteration 84Q: 3 clusters Score -4178602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4178601.500000 Penalty: 3373.863281
	Iteration 85Q: 3 clusters Score -4178602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4178603.000000 Penalty: 3373.863281
	Iteration 86Q: 3 clusters Score -4178603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4178602.250000 Penalty: 3373.863281
	Iteration 87Q: 3 clusters Score -4178602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4178603.250000 Penalty: 3373.863281
	Iteration 88Q: 3 clusters Score -4178603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4178607.250000 Penalty: 3373.863281
	Iteration 89Q: 3 clusters Score -4178607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4178604.750000 Penalty: 3373.863281
	Iteration 90Q: 3 clusters Score -4178605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4178602.000000 Penalty: 3373.863281
	Iteration 91Q: 3 clusters Score -4178602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4178602.750000 Penalty: 3373.863281
	Iteration 92Q: 3 clusters Score -4178603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4178598.250000 Penalty: 3373.863281
	Iteration 93Q: 3 clusters Score -4178598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4178598.750000 Penalty: 3373.863281
	Iteration 94Q: 3 clusters Score -4178599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4178605.500000 Penalty: 3373.863281
	Iteration 95Q: 3 clusters Score -4178606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4178604.250000 Penalty: 3373.863281
	Iteration 96Q: 3 clusters Score -4178604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4178604.250000 Penalty: 3373.863281
	Iteration 97F: 3 clusters Score -4178604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -122007.796875 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -122007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120608.757812 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -120608.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -120967.382812 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -120967.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121162.359375 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -121162.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121480.820312 Penalty: 2242.082275
	Iteration 3F: 3 clusters Score -121480.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121943.156250 Penalty: 2242.082275
	Iteration 4F: 3 clusters Score -121943.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122353.039062 Penalty: 2242.082275
	Iteration 5F: 3 clusters Score -122353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122590.179688 Penalty: 2242.082275
	Iteration 6F: 3 clusters Score -122590.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122683.953125 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -122684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122709.218750 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -122709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -122710.781250 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -122710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122712.507812 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -122712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122715.476562 Penalty: 2242.082275
	Iteration 11F: 3 clusters Score -122715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122728.218750 Penalty: 2242.082275
	Iteration 12Q: 3 clusters Score -122728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122743.007812 Penalty: 2242.082275
	Iteration 13Q: 3 clusters Score -122743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122759.640625 Penalty: 2242.082275
	Iteration 14Q: 3 clusters Score -122759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122761.789062 Penalty: 2242.082275
	Iteration 15Q: 3 clusters Score -122761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122763.945312 Penalty: 2242.082275
	Iteration 16Q: 3 clusters Score -122763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122763.945312 Penalty: 2242.082275
	Iteration 17F: 3 clusters Score -122763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Entering Unmasked Estep 
Score: -68956536.000000 Penalty: 122098.460938
Splitting cluster 30 changes total score from -68888616.000000 to -68956536.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 31 (25975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Entering Unmasked Estep 
Score: -3472408.250000 Penalty: 1651.794678
	Iteration 0F: 2 clusters Score -3472408 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 12962 members 
Entering Unmasked Estep 
Score: -3454684.750000 Penalty: 3303.589355
	Iteration 0F: 3 clusters Score -3454685 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3461282.250000 Penalty: 3303.589355
	Iteration 1F: 3 clusters Score -3461282 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3461696.750000 Penalty: 3303.589355
	Iteration 2Q: 3 clusters Score -3461697 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3462105.250000 Penalty: 3303.589355
	Iteration 3Q: 3 clusters Score -3462105 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3462751.250000 Penalty: 3303.589355
	Iteration 4Q: 3 clusters Score -3462751 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3463577.500000 Penalty: 3303.589355
	Iteration 5F: 3 clusters Score -3463578 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3464525.000000 Penalty: 3303.589355
	Iteration 6F: 3 clusters Score -3464525 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3465621.500000 Penalty: 3303.589355
	Iteration 7F: 3 clusters Score -3465622 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3466836.750000 Penalty: 3303.589355
	Iteration 8F: 3 clusters Score -3466837 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3468090.000000 Penalty: 3303.589355
	Iteration 9F: 3 clusters Score -3468090 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3468973.750000 Penalty: 3303.589355
	Iteration 10Q: 3 clusters Score -3468974 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3469435.750000 Penalty: 3303.589355
	Iteration 11Q: 3 clusters Score -3469436 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3469720.500000 Penalty: 3303.589355
	Iteration 12Q: 3 clusters Score -3469720 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3469932.750000 Penalty: 3303.589355
	Iteration 13Q: 3 clusters Score -3469933 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3470099.250000 Penalty: 3303.589355
	Iteration 14Q: 3 clusters Score -3470099 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3470234.750000 Penalty: 3303.589355
	Iteration 15Q: 3 clusters Score -3470235 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3470372.000000 Penalty: 3303.589355
	Iteration 16Q: 3 clusters Score -3470372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3470498.500000 Penalty: 3303.589355
	Iteration 17Q: 3 clusters Score -3470498 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3470627.500000 Penalty: 3303.589355
	Iteration 18Q: 3 clusters Score -3470628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3470735.000000 Penalty: 3303.589355
	Iteration 19Q: 3 clusters Score -3470735 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3470822.250000 Penalty: 3303.589355
	Iteration 20F: 3 clusters Score -3470822 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3470901.250000 Penalty: 3303.589355
	Iteration 21Q: 3 clusters Score -3470901 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3470992.000000 Penalty: 3303.589355
	Iteration 22Q: 3 clusters Score -3470992 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3471087.000000 Penalty: 3303.589355
	Iteration 23Q: 3 clusters Score -3471087 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3471150.500000 Penalty: 3303.589355
	Iteration 24Q: 3 clusters Score -3471150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3471223.250000 Penalty: 3303.589355
	Iteration 25Q: 3 clusters Score -3471223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3471250.000000 Penalty: 3303.589355
	Iteration 26Q: 3 clusters Score -3471250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3471290.500000 Penalty: 3303.589355
	Iteration 27Q: 3 clusters Score -3471290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3471328.750000 Penalty: 3303.589355
	Iteration 28Q: 3 clusters Score -3471329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3471373.750000 Penalty: 3303.589355
	Iteration 29Q: 3 clusters Score -3471374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3471393.500000 Penalty: 3303.589355
	Iteration 30Q: 3 clusters Score -3471394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3471417.250000 Penalty: 3303.589355
	Iteration 31Q: 3 clusters Score -3471417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3471443.500000 Penalty: 3303.589355
	Iteration 32Q: 3 clusters Score -3471444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3471460.750000 Penalty: 3303.589355
	Iteration 33Q: 3 clusters Score -3471461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3471479.000000 Penalty: 3303.589355
	Iteration 34Q: 3 clusters Score -3471479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3471487.000000 Penalty: 3303.589355
	Iteration 35Q: 3 clusters Score -3471487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3471499.000000 Penalty: 3303.589355
	Iteration 36Q: 3 clusters Score -3471499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3471521.250000 Penalty: 3303.589355
	Iteration 37Q: 3 clusters Score -3471521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3471521.250000 Penalty: 3303.589355
	Iteration 38Q: 3 clusters Score -3471521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3471517.500000 Penalty: 3303.589355
	Iteration 39Q: 3 clusters Score -3471518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3471520.250000 Penalty: 3303.589355
	Iteration 40F: 3 clusters Score -3471520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3471534.000000 Penalty: 3303.589355
	Iteration 41Q: 3 clusters Score -3471534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3471534.250000 Penalty: 3303.589355
	Iteration 42Q: 3 clusters Score -3471534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3471534.500000 Penalty: 3303.589355
	Iteration 43Q: 3 clusters Score -3471534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3471537.500000 Penalty: 3303.589355
	Iteration 44Q: 3 clusters Score -3471538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3471538.750000 Penalty: 3303.589355
	Iteration 45Q: 3 clusters Score -3471539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3471540.500000 Penalty: 3303.589355
	Iteration 46Q: 3 clusters Score -3471540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3471545.250000 Penalty: 3303.589355
	Iteration 47Q: 3 clusters Score -3471545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3471550.250000 Penalty: 3303.589355
	Iteration 48Q: 3 clusters Score -3471550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3471550.250000 Penalty: 3303.589355
	Iteration 49Q: 3 clusters Score -3471550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3471552.000000 Penalty: 3303.589355
	Iteration 50Q: 3 clusters Score -3471552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3471553.250000 Penalty: 3303.589355
	Iteration 51Q: 3 clusters Score -3471553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3471562.250000 Penalty: 3303.589355
	Iteration 52Q: 3 clusters Score -3471562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3471559.750000 Penalty: 3303.589355
	Iteration 53Q: 3 clusters Score -3471560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3471563.250000 Penalty: 3303.589355
	Iteration 54Q: 3 clusters Score -3471563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3471562.750000 Penalty: 3303.589355
	Iteration 55Q: 3 clusters Score -3471563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3471562.750000 Penalty: 3303.589355
	Iteration 56F: 3 clusters Score -3471563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -776772.687500 Penalty: 1378.523682
	Iteration 0F: 2 clusters Score -776772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -772907.062500 Penalty: 2757.047363
	Iteration 0F: 3 clusters Score -772907.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -774222.687500 Penalty: 2757.047363
	Iteration 1F: 3 clusters Score -774222.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -774707.562500 Penalty: 2757.047363
	Iteration 2F: 3 clusters Score -774707.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -775240.937500 Penalty: 2757.047363
	Iteration 3F: 3 clusters Score -775240.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -775807.437500 Penalty: 2757.047363
	Iteration 4F: 3 clusters Score -775807.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -776430.500000 Penalty: 2757.047363
	Iteration 5F: 3 clusters Score -776430.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -776989.312500 Penalty: 2757.047363
	Iteration 6F: 3 clusters Score -776989.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -777596.625000 Penalty: 2757.047363
	Iteration 7F: 3 clusters Score -777596.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -778048.375000 Penalty: 2757.047363
	Iteration 8Q: 3 clusters Score -778048.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -778151.937500 Penalty: 2757.047363
	Iteration 9Q: 3 clusters Score -778151.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -778194.250000 Penalty: 2757.047363
	Iteration 10Q: 3 clusters Score -778194.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -778204.750000 Penalty: 2757.047363
	Iteration 11Q: 3 clusters Score -778204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -778213.187500 Penalty: 2757.047363
	Iteration 12Q: 3 clusters Score -778213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -778215.062500 Penalty: 2757.047363
	Iteration 13Q: 3 clusters Score -778215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -778216.812500 Penalty: 2757.047363
	Iteration 14Q: 3 clusters Score -778216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -778217.625000 Penalty: 2757.047363
	Iteration 15Q: 3 clusters Score -778217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -778219.812500 Penalty: 2757.047363
	Iteration 16Q: 3 clusters Score -778219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -778219.687500 Penalty: 2757.047363
	Iteration 17Q: 3 clusters Score -778219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -778222.625000 Penalty: 2757.047363
	Iteration 18Q: 3 clusters Score -778222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -778223.750000 Penalty: 2757.047363
	Iteration 19Q: 3 clusters Score -778223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -778224.125000 Penalty: 2757.047363
	Iteration 20F: 3 clusters Score -778224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -778224.187500 Penalty: 2757.047363
	Iteration 21Q: 3 clusters Score -778224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -778223.562500 Penalty: 2757.047363
	Iteration 22Q: 3 clusters Score -778223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -778226.500000 Penalty: 2757.047363
	Iteration 23Q: 3 clusters Score -778226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -778229.625000 Penalty: 2757.047363
	Iteration 24Q: 3 clusters Score -778229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -778229.812500 Penalty: 2757.047363
	Iteration 25Q: 3 clusters Score -778229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -778229.812500 Penalty: 2757.047363
	Iteration 26Q: 3 clusters Score -778229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -778231.125000 Penalty: 2757.047363
	Iteration 27Q: 3 clusters Score -778231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -778231.375000 Penalty: 2757.047363
	Iteration 28Q: 3 clusters Score -778231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -778231.375000 Penalty: 2757.047363
	Iteration 29F: 3 clusters Score -778231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Entering Unmasked Estep 
Score: -68957200.000000 Penalty: 124240.539062
Splitting cluster 32 changes total score from -68888616.000000 to -68957200.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 33 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -55840.542969 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -55840.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54792.511719 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -54792.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54989.621094 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -54989.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55110.589844 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -55110.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55220.335938 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -55220.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55321.894531 Penalty: 1981.143066
	Iteration 4F: 3 clusters Score -55321.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55409.515625 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -55409.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55544.933594 Penalty: 1981.143066
	Iteration 6F: 3 clusters Score -55544.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55673.902344 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -55673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55756.144531 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -55756.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55787.800781 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -55787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55804.000000 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -55804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55805.847656 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -55805.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55808.011719 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -55808.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55808.011719 Penalty: 1981.143066
	Iteration 13F: 3 clusters Score -55808.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -931254.312500 Penalty: 1441.414185
	Iteration 0F: 2 clusters Score -931254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -925922.562500 Penalty: 2882.828369
	Iteration 0F: 3 clusters Score -925922.6 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -927639.437500 Penalty: 2882.828369
	Iteration 1F: 3 clusters Score -927639.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -928043.125000 Penalty: 2882.828369
	Iteration 2F: 3 clusters Score -928043.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -928451.062500 Penalty: 2882.828369
	Iteration 3F: 3 clusters Score -928451.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -929060.375000 Penalty: 2882.828369
	Iteration 4F: 3 clusters Score -929060.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -929700.937500 Penalty: 2882.828369
	Iteration 5F: 3 clusters Score -929700.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -930221.875000 Penalty: 2882.828369
	Iteration 6F: 3 clusters Score -930221.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -930559.437500 Penalty: 2882.828369
	Iteration 7F: 3 clusters Score -930559.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -930766.937500 Penalty: 2882.828369
	Iteration 8Q: 3 clusters Score -930766.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -930876.125000 Penalty: 2882.828369
	Iteration 9Q: 3 clusters Score -930876.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -930943.125000 Penalty: 2882.828369
	Iteration 10Q: 3 clusters Score -930943.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -930992.875000 Penalty: 2882.828369
	Iteration 11Q: 3 clusters Score -930992.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -931024.375000 Penalty: 2882.828369
	Iteration 12Q: 3 clusters Score -931024.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -931044.750000 Penalty: 2882.828369
	Iteration 13Q: 3 clusters Score -931044.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -931060.000000 Penalty: 2882.828369
	Iteration 14Q: 3 clusters Score -931060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -931067.750000 Penalty: 2882.828369
	Iteration 15Q: 3 clusters Score -931067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -931074.625000 Penalty: 2882.828369
	Iteration 16Q: 3 clusters Score -931074.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -931079.062500 Penalty: 2882.828369
	Iteration 17Q: 3 clusters Score -931079.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -931087.250000 Penalty: 2882.828369
	Iteration 18Q: 3 clusters Score -931087.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -931103.000000 Penalty: 2882.828369
	Iteration 19Q: 3 clusters Score -931103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -931117.000000 Penalty: 2882.828369
	Iteration 20F: 3 clusters Score -931117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -931144.437500 Penalty: 2882.828369
	Iteration 21Q: 3 clusters Score -931144.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -931195.687500 Penalty: 2882.828369
	Iteration 22Q: 3 clusters Score -931195.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -931264.000000 Penalty: 2882.828369
	Iteration 23Q: 3 clusters Score -931264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -931355.437500 Penalty: 2882.828369
	Iteration 24Q: 3 clusters Score -931355.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -931494.937500 Penalty: 2882.828369
	Iteration 25Q: 3 clusters Score -931494.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -931666.625000 Penalty: 2882.828369
	Iteration 26Q: 3 clusters Score -931666.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -931821.000000 Penalty: 2882.828369
	Iteration 27Q: 3 clusters Score -931821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -931906.750000 Penalty: 2882.828369
	Iteration 28Q: 3 clusters Score -931906.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -931969.687500 Penalty: 2882.828369
	Iteration 29Q: 3 clusters Score -931969.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -931999.312500 Penalty: 2882.828369
	Iteration 30Q: 3 clusters Score -931999.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -932011.125000 Penalty: 2882.828369
	Iteration 31Q: 3 clusters Score -932011.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -932015.937500 Penalty: 2882.828369
	Iteration 32Q: 3 clusters Score -932015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -932017.312500 Penalty: 2882.828369
	Iteration 33Q: 3 clusters Score -932017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -932020.062500 Penalty: 2882.828369
	Iteration 34Q: 3 clusters Score -932020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -932020.687500 Penalty: 2882.828369
	Iteration 35Q: 3 clusters Score -932020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -932019.125000 Penalty: 2882.828369
	Iteration 36Q: 3 clusters Score -932019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -932019.125000 Penalty: 2882.828369
	Iteration 37F: 3 clusters Score -932019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Mstep: Class 59 contains 1592 members 
Entering Unmasked Estep 
Score: -68957160.000000 Penalty: 126382.617188
Splitting cluster 34 changes total score from -68888616.000000 to -68957160.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -47149.164062 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -47149.16 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 214 members 
Entering Unmasked Estep 
Score: -46312.550781 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -46312.55 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46622.222656 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -46622.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46776.425781 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -46776.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46876.050781 Penalty: 1949.654419
	Iteration 3F: 3 clusters Score -46876.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46909.417969 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -46909.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46959.312500 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -46959.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46983.386719 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -46983.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47011.757812 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -47011.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47029.562500 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -47029.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47033.628906 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -47033.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47036.199219 Penalty: 1949.654419
	Iteration 10F: 3 clusters Score -47036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47042.230469 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -47042.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47042.230469 Penalty: 1949.654419
	Iteration 12F: 3 clusters Score -47042.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -17477.005859 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -17477.01 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 85 members 
Entering Unmasked Estep 
Score: -16888.605469 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -16888.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17185.332031 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17185.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -17295.214844 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -17295.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17336.378906 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17336.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -17339.544922 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17339.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17352.720703 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -17352.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17352.720703 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -17352.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Entering Unmasked Estep 
Score: -1815925.000000 Penalty: 1556.599243
	Iteration 0F: 2 clusters Score -1815925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1805827.125000 Penalty: 3113.198486
	Iteration 0F: 3 clusters Score -1805827 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1809293.875000 Penalty: 3113.198486
	Iteration 1F: 3 clusters Score -1809294 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1809727.250000 Penalty: 3113.198486
	Iteration 2F: 3 clusters Score -1809727 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1810189.125000 Penalty: 3113.198486
	Iteration 3F: 3 clusters Score -1810189 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1810651.375000 Penalty: 3113.198486
	Iteration 4F: 3 clusters Score -1810651 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1811152.000000 Penalty: 3113.198486
	Iteration 5F: 3 clusters Score -1811152 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1811717.000000 Penalty: 3113.198486
	Iteration 6F: 3 clusters Score -1811717 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1812263.875000 Penalty: 3113.198486
	Iteration 7F: 3 clusters Score -1812264 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1812767.625000 Penalty: 3113.198486
	Iteration 8F: 3 clusters Score -1812768 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1813189.000000 Penalty: 3113.198486
	Iteration 9Q: 3 clusters Score -1813189 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1813547.500000 Penalty: 3113.198486
	Iteration 10Q: 3 clusters Score -1813548 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1813810.125000 Penalty: 3113.198486
	Iteration 11Q: 3 clusters Score -1813810 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1814062.250000 Penalty: 3113.198486
	Iteration 12Q: 3 clusters Score -1814062 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1814280.875000 Penalty: 3113.198486
	Iteration 13Q: 3 clusters Score -1814281 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1814492.750000 Penalty: 3113.198486
	Iteration 14Q: 3 clusters Score -1814493 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1814664.000000 Penalty: 3113.198486
	Iteration 15Q: 3 clusters Score -1814664 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1814820.000000 Penalty: 3113.198486
	Iteration 16Q: 3 clusters Score -1814820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1814972.875000 Penalty: 3113.198486
	Iteration 17Q: 3 clusters Score -1814973 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1815088.375000 Penalty: 3113.198486
	Iteration 18Q: 3 clusters Score -1815088 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1815212.500000 Penalty: 3113.198486
	Iteration 19Q: 3 clusters Score -1815212 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1815320.250000 Penalty: 3113.198486
	Iteration 20F: 3 clusters Score -1815320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1815389.125000 Penalty: 3113.198486
	Iteration 21Q: 3 clusters Score -1815389 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1815471.625000 Penalty: 3113.198486
	Iteration 22Q: 3 clusters Score -1815472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1815547.375000 Penalty: 3113.198486
	Iteration 23Q: 3 clusters Score -1815547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1815614.875000 Penalty: 3113.198486
	Iteration 24Q: 3 clusters Score -1815615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1815662.250000 Penalty: 3113.198486
	Iteration 25Q: 3 clusters Score -1815662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1815696.375000 Penalty: 3113.198486
	Iteration 26Q: 3 clusters Score -1815696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1815722.750000 Penalty: 3113.198486
	Iteration 27Q: 3 clusters Score -1815723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1815745.750000 Penalty: 3113.198486
	Iteration 28Q: 3 clusters Score -1815746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1815767.625000 Penalty: 3113.198486
	Iteration 29Q: 3 clusters Score -1815768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1815774.375000 Penalty: 3113.198486
	Iteration 30Q: 3 clusters Score -1815774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1815784.125000 Penalty: 3113.198486
	Iteration 31Q: 3 clusters Score -1815784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1815791.375000 Penalty: 3113.198486
	Iteration 32Q: 3 clusters Score -1815791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1815792.125000 Penalty: 3113.198486
	Iteration 33Q: 3 clusters Score -1815792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1815792.875000 Penalty: 3113.198486
	Iteration 34Q: 3 clusters Score -1815793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1815798.500000 Penalty: 3113.198486
	Iteration 35Q: 3 clusters Score -1815798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1815799.750000 Penalty: 3113.198486
	Iteration 36Q: 3 clusters Score -1815800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1815803.500000 Penalty: 3113.198486
	Iteration 37Q: 3 clusters Score -1815804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1815806.000000 Penalty: 3113.198486
	Iteration 38Q: 3 clusters Score -1815806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1815807.375000 Penalty: 3113.198486
	Iteration 39Q: 3 clusters Score -1815807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1815805.875000 Penalty: 3113.198486
	Iteration 40F: 3 clusters Score -1815806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1815809.250000 Penalty: 3113.198486
	Iteration 41Q: 3 clusters Score -1815809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1815808.250000 Penalty: 3113.198486
	Iteration 42Q: 3 clusters Score -1815808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1815808.500000 Penalty: 3113.198486
	Iteration 43Q: 3 clusters Score -1815808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1815808.500000 Penalty: 3113.198486
	Iteration 44F: 3 clusters Score -1815808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -372121.562500 Penalty: 1313.189331
	Iteration 0F: 2 clusters Score -372121.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -369355.718750 Penalty: 2626.378662
	Iteration 0F: 3 clusters Score -369355.7 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -370809.000000 Penalty: 2626.378662
	Iteration 1F: 3 clusters Score -370809 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -371626.468750 Penalty: 2626.378662
	Iteration 2F: 3 clusters Score -371626.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -372160.156250 Penalty: 2626.378662
	Iteration 3F: 3 clusters Score -372160.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -372421.750000 Penalty: 2626.378662
	Iteration 4F: 3 clusters Score -372421.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -372546.093750 Penalty: 2626.378662
	Iteration 5Q: 3 clusters Score -372546.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -372602.250000 Penalty: 2626.378662
	Iteration 6Q: 3 clusters Score -372602.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -372641.218750 Penalty: 2626.378662
	Iteration 7Q: 3 clusters Score -372641.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -372686.750000 Penalty: 2626.378662
	Iteration 8Q: 3 clusters Score -372686.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -372775.718750 Penalty: 2626.378662
	Iteration 9Q: 3 clusters Score -372775.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -372959.250000 Penalty: 2626.378662
	Iteration 10Q: 3 clusters Score -372959.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -373052.031250 Penalty: 2626.378662
	Iteration 11Q: 3 clusters Score -373052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -373105.750000 Penalty: 2626.378662
	Iteration 12Q: 3 clusters Score -373105.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -373127.312500 Penalty: 2626.378662
	Iteration 13Q: 3 clusters Score -373127.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -373138.125000 Penalty: 2626.378662
	Iteration 14Q: 3 clusters Score -373138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -373141.156250 Penalty: 2626.378662
	Iteration 15Q: 3 clusters Score -373141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -373142.156250 Penalty: 2626.378662
	Iteration 16Q: 3 clusters Score -373142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -373142.906250 Penalty: 2626.378662
	Iteration 17Q: 3 clusters Score -373142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -373142.718750 Penalty: 2626.378662
	Iteration 18Q: 3 clusters Score -373142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -373144.312500 Penalty: 2626.378662
	Iteration 19Q: 3 clusters Score -373144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -373144.312500 Penalty: 2626.378662
	Iteration 20F: 3 clusters Score -373144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 1944 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Mstep: Class 59 contains 1592 members 
Mstep: Class 60 contains 1289 members 
Entering Unmasked Estep 
Score: -68957248.000000 Penalty: 128524.695312
Splitting cluster 38 changes total score from -68888616.000000 to -68957248.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -56547.796875 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -56547.8 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 249 members 
Entering Unmasked Estep 
Score: -55627.035156 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -55627.04 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55820.546875 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -55820.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55927.707031 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -55927.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56016.851562 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -56016.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56081.089844 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -56081.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56113.730469 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -56113.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56125.890625 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -56125.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56132.675781 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -56132.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56143.046875 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -56143.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56155.394531 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -56155.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56157.496094 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -56157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56158.218750 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -56158.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56164.277344 Penalty: 2009.177612
	Iteration 12F: 3 clusters Score -56164.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56196.855469 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -56196.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56262.160156 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -56262.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56330.531250 Penalty: 2009.177612
	Iteration 15Q: 3 clusters Score -56330.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56406.308594 Penalty: 2009.177612
	Iteration 16Q: 3 clusters Score -56406.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56442.343750 Penalty: 2009.177612
	Iteration 17Q: 3 clusters Score -56442.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56466.089844 Penalty: 2009.177612
	Iteration 18Q: 3 clusters Score -56466.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56496.101562 Penalty: 2009.177612
	Iteration 19Q: 3 clusters Score -56496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56525.007812 Penalty: 2009.177612
	Iteration 20F: 3 clusters Score -56525.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56537.257812 Penalty: 2009.177612
	Iteration 21Q: 3 clusters Score -56537.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56552.093750 Penalty: 2009.177612
	Iteration 22Q: 3 clusters Score -56552.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56569.847656 Penalty: 2009.177612
	Iteration 23Q: 3 clusters Score -56569.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56582.628906 Penalty: 2009.177612
	Iteration 24Q: 3 clusters Score -56582.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56603.437500 Penalty: 2009.177612
	Iteration 25Q: 3 clusters Score -56603.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56610.886719 Penalty: 2009.177612
	Iteration 26Q: 3 clusters Score -56610.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56613.125000 Penalty: 2009.177612
	Iteration 27Q: 3 clusters Score -56613.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56614.121094 Penalty: 2009.177612
	Iteration 28Q: 3 clusters Score -56614.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56614.121094 Penalty: 2009.177612
	Iteration 29F: 3 clusters Score -56614.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 1944 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Mstep: Class 59 contains 1592 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 321 members 
Entering Unmasked Estep 
Score: -68956176.000000 Penalty: 130666.773438
Splitting cluster 39 changes total score from -68888616.000000 to -68956176.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 40 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -910821.687500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -910821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -905502.437500 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -905502.4 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -907070.375000 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -907070.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -907363.937500 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -907363.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -907733.750000 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -907733.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -908196.812500 Penalty: 2886.235596
	Iteration 4F: 3 clusters Score -908196.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -908641.125000 Penalty: 2886.235596
	Iteration 5F: 3 clusters Score -908641.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -908995.375000 Penalty: 2886.235596
	Iteration 6F: 3 clusters Score -908995.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -909333.562500 Penalty: 2886.235596
	Iteration 7F: 3 clusters Score -909333.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -909581.187500 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -909581.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -909768.937500 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -909768.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -909920.187500 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -909920.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -910095.062500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -910095.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -910293.687500 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -910293.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -910498.437500 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -910498.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -910748.562500 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -910748.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -911009.812500 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -911009.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -911153.812500 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -911153.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -911219.125000 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -911219.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -911238.625000 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -911238.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -911246.812500 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -911246.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -911252.250000 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -911252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -911256.312500 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -911256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -911257.125000 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -911257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -911257.250000 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -911257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -911257.625000 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -911257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -911257.625000 Penalty: 2886.235596
	Iteration 25F: 3 clusters Score -911257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 1944 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 4316 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Mstep: Class 59 contains 1592 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 321 members 
Mstep: Class 62 contains 2876 members 
Entering Unmasked Estep 
Score: -68955904.000000 Penalty: 132808.859375
Splitting cluster 40 changes total score from -68888616.000000 to -68955904.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 41 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -385897.656250 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -385897.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -383166.750000 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -383166.8 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -384051.000000 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -384051 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -384374.937500 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -384374.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -384651.468750 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -384651.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -384935.406250 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -384935.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -385239.281250 Penalty: 2605.410645
	Iteration 5F: 3 clusters Score -385239.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -385518.406250 Penalty: 2605.410645
	Iteration 6F: 3 clusters Score -385518.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -385738.781250 Penalty: 2605.410645
	Iteration 7F: 3 clusters Score -385738.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -385911.656250 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -385911.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -386033.062500 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -386033.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -386098.062500 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -386098.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -386132.531250 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -386132.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -386163.281250 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -386163.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -386184.968750 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -386185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -386198.468750 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -386198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -386218.062500 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -386218.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -386233.656250 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -386233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -386249.125000 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -386249.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -386273.062500 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -386273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -386303.750000 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -386303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -386334.750000 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -386334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -386355.593750 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -386355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -386364.843750 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -386364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -386372.156250 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -386372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -386376.781250 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -386376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -386380.812500 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -386380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -386383.343750 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -386383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -386383.343750 Penalty: 2605.410645
	Iteration 27F: 3 clusters Score -386383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 1944 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 4316 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 1401 members 
Mstep: Class 44 contains 72179 members 
Mstep: Class 45 contains 1443 members 
Mstep: Class 46 contains 40681 members 
Mstep: Class 47 contains 491 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 2038 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 615 members 
Mstep: Class 53 contains 2931 members 
Mstep: Class 54 contains 1413 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 1073 members 
Mstep: Class 57 contains 573 members 
Mstep: Class 58 contains 3672 members 
Mstep: Class 59 contains 1592 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 321 members 
Mstep: Class 62 contains 2876 members 
Mstep: Class 63 contains 1119 members 
Entering Unmasked Estep 
Score: -68955560.000000 Penalty: 134950.937500
Splitting cluster 41 changes total score from -68888616.000000 to -68955560.000000
So it's getting split into cluster 63.
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 344 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 21380 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 72118 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 74702 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 25975 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 14459 members 
Mstep: Class 38 contains 1944 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 4316 members 
Mstep: Class 41 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68967176.000000 Penalty: 134950.937500
Iteration 79Q: 64 clusters Score -6.896718e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 21409 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 74734 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 16640 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 63744 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 1135 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 2650 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 4341 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 74810 members 
Mstep: Class 28 contains 911 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 408 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 14379 members 
Mstep: Class 38 contains 2485 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 1920 members 
Mstep: Class 42 contains 605 members 
Mstep: Class 43 contains 1334 members 
Mstep: Class 44 contains 72360 members 
Mstep: Class 45 contains 1392 members 
Mstep: Class 46 contains 36904 members 
Mstep: Class 47 contains 499 members 
Mstep: Class 48 contains 2931 members 
Mstep: Class 49 contains 634 members 
Mstep: Class 50 contains 1972 members 
Mstep: Class 51 contains 1032 members 
Mstep: Class 52 contains 580 members 
Mstep: Class 53 contains 2812 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5433 members 
Mstep: Class 56 contains 1058 members 
Mstep: Class 57 contains 562 members 
Mstep: Class 58 contains 3639 members 
Mstep: Class 59 contains 1515 members 
Mstep: Class 60 contains 1168 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 2787 members 
Mstep: Class 63 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68976160.000000 Penalty: 134950.937500
Iteration 80F: 64 clusters Score -6.897616e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 368 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 21326 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 74992 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 16185 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 63728 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 3554 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 8192 members 
Mstep: Class 27 contains 74814 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 33110 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 450 members 
Mstep: Class 34 contains 5387 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 14130 members 
Mstep: Class 38 contains 2700 members 
Mstep: Class 39 contains 191 members 
Mstep: Class 40 contains 4522 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 607 members 
Mstep: Class 43 contains 1368 members 
Mstep: Class 44 contains 72291 members 
Mstep: Class 45 contains 1448 members 
Mstep: Class 46 contains 36663 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3042 members 
Mstep: Class 49 contains 676 members 
Mstep: Class 50 contains 1984 members 
Mstep: Class 51 contains 1154 members 
Mstep: Class 52 contains 583 members 
Mstep: Class 53 contains 2813 members 
Mstep: Class 54 contains 1399 members 
Mstep: Class 55 contains 5435 members 
Mstep: Class 56 contains 1069 members 
Mstep: Class 57 contains 623 members 
Mstep: Class 58 contains 3743 members 
Mstep: Class 59 contains 1807 members 
Mstep: Class 60 contains 1155 members 
Mstep: Class 61 contains 359 members 
Mstep: Class 62 contains 2798 members 
Mstep: Class 63 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68980480.000000 Penalty: 134950.937500
Iteration 81Q: 64 clusters Score -6.898048e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 360 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 21271 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 74885 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 15881 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 618 members 
Mstep: Class 12 contains 63720 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 679 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 74776 members 
Mstep: Class 28 contains 898 members 
Mstep: Class 29 contains 33276 members 
Mstep: Class 30 contains 450 members 
Mstep: Class 31 contains 25967 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 456 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 13922 members 
Mstep: Class 38 contains 2887 members 
Mstep: Class 39 contains 200 members 
Mstep: Class 40 contains 4571 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 606 members 
Mstep: Class 43 contains 1385 members 
Mstep: Class 44 contains 72409 members 
Mstep: Class 45 contains 1464 members 
Mstep: Class 46 contains 36514 members 
Mstep: Class 47 contains 536 members 
Mstep: Class 48 contains 3095 members 
Mstep: Class 49 contains 691 members 
Mstep: Class 50 contains 2012 members 
Mstep: Class 51 contains 1215 members 
Mstep: Class 52 contains 582 members 
Mstep: Class 53 contains 2805 members 
Mstep: Class 54 contains 1400 members 
Mstep: Class 55 contains 5420 members 
Mstep: Class 56 contains 1071 members 
Mstep: Class 57 contains 628 members 
Mstep: Class 58 contains 3781 members 
Mstep: Class 59 contains 2020 members 
Mstep: Class 60 contains 1147 members 
Mstep: Class 61 contains 366 members 
Mstep: Class 62 contains 2803 members 
Mstep: Class 63 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68982344.000000 Penalty: 134950.937500
Iteration 82Q: 64 clusters Score -6.898234e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21247 members 
Mstep: Class 5 contains 1341 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 74637 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 15633 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 609 members 
Mstep: Class 12 contains 63708 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 4582 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 3126 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1187 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 74718 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33420 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 25953 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 5248 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 177 members 
Mstep: Class 37 contains 13738 members 
Mstep: Class 38 contains 3037 members 
Mstep: Class 39 contains 196 members 
Mstep: Class 40 contains 4592 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 605 members 
Mstep: Class 43 contains 1402 members 
Mstep: Class 44 contains 72615 members 
Mstep: Class 45 contains 1465 members 
Mstep: Class 46 contains 36441 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3134 members 
Mstep: Class 49 contains 694 members 
Mstep: Class 50 contains 2035 members 
Mstep: Class 51 contains 1244 members 
Mstep: Class 52 contains 579 members 
Mstep: Class 53 contains 2813 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5414 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 634 members 
Mstep: Class 58 contains 3810 members 
Mstep: Class 59 contains 2158 members 
Mstep: Class 60 contains 1138 members 
Mstep: Class 61 contains 375 members 
Mstep: Class 62 contains 2814 members 
Mstep: Class 63 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68983560.000000 Penalty: 134950.937500
Iteration 83Q: 64 clusters Score -6.898356e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 74365 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 15460 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 63691 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 74659 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33508 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 25937 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 5203 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 13584 members 
Mstep: Class 38 contains 3146 members 
Mstep: Class 39 contains 198 members 
Mstep: Class 40 contains 4599 members 
Mstep: Class 41 contains 1908 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1416 members 
Mstep: Class 44 contains 72860 members 
Mstep: Class 45 contains 1471 members 
Mstep: Class 46 contains 36385 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3150 members 
Mstep: Class 49 contains 698 members 
Mstep: Class 50 contains 2058 members 
Mstep: Class 51 contains 1274 members 
Mstep: Class 52 contains 574 members 
Mstep: Class 53 contains 2826 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5414 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 638 members 
Mstep: Class 58 contains 3826 members 
Mstep: Class 59 contains 2263 members 
Mstep: Class 60 contains 1137 members 
Mstep: Class 61 contains 377 members 
Mstep: Class 62 contains 2825 members 
Mstep: Class 63 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68984200.000000 Penalty: 134950.937500
Iteration 84Q: 64 clusters Score -6.89842e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 21223 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 74067 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 15325 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 63680 members 
Mstep: Class 13 contains 1103 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 4675 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 8111 members 
Mstep: Class 27 contains 74609 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33605 members 
Mstep: Class 30 contains 468 members 
Mstep: Class 31 contains 25932 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 5171 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 13446 members 
Mstep: Class 38 contains 3243 members 
Mstep: Class 39 contains 197 members 
Mstep: Class 40 contains 4606 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1428 members 
Mstep: Class 44 contains 73112 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 36360 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3163 members 
Mstep: Class 49 contains 698 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 1289 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 2828 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5411 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 642 members 
Mstep: Class 58 contains 3833 members 
Mstep: Class 59 contains 2324 members 
Mstep: Class 60 contains 1127 members 
Mstep: Class 61 contains 379 members 
Mstep: Class 62 contains 2832 members 
Mstep: Class 63 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68984696.000000 Penalty: 134950.937500
Iteration 85Q: 64 clusters Score -6.89847e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 21203 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 73775 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 15213 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63670 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 3341 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 74587 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33681 members 
Mstep: Class 30 contains 469 members 
Mstep: Class 31 contains 25923 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 481 members 
Mstep: Class 34 contains 5145 members 
Mstep: Class 35 contains 342 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 13301 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4619 members 
Mstep: Class 41 contains 1905 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1439 members 
Mstep: Class 44 contains 73382 members 
Mstep: Class 45 contains 1491 members 
Mstep: Class 46 contains 36325 members 
Mstep: Class 47 contains 542 members 
Mstep: Class 48 contains 3169 members 
Mstep: Class 49 contains 699 members 
Mstep: Class 50 contains 2114 members 
Mstep: Class 51 contains 1294 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 2828 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5415 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 645 members 
Mstep: Class 58 contains 3838 members 
Mstep: Class 59 contains 2370 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2830 members 
Mstep: Class 63 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985024.000000 Penalty: 134950.937500
Iteration 86Q: 64 clusters Score -6.898502e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 73545 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 15144 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63672 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 3378 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1178 members 
Mstep: Class 26 contains 8038 members 
Mstep: Class 27 contains 74581 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33720 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 25911 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 5119 members 
Mstep: Class 35 contains 340 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 13165 members 
Mstep: Class 38 contains 3365 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4616 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 73602 members 
Mstep: Class 45 contains 1497 members 
Mstep: Class 46 contains 36298 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 700 members 
Mstep: Class 50 contains 2141 members 
Mstep: Class 51 contains 1289 members 
Mstep: Class 52 contains 566 members 
Mstep: Class 53 contains 2831 members 
Mstep: Class 54 contains 1401 members 
Mstep: Class 55 contains 5434 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3842 members 
Mstep: Class 59 contains 2416 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2832 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985256.000000 Penalty: 134950.937500
Iteration 87Q: 64 clusters Score -6.898526e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 73346 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63659 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 700 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 8003 members 
Mstep: Class 27 contains 74580 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33743 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 25908 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 5095 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 13023 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4627 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1459 members 
Mstep: Class 44 contains 73810 members 
Mstep: Class 45 contains 1498 members 
Mstep: Class 46 contains 36246 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 705 members 
Mstep: Class 50 contains 2168 members 
Mstep: Class 51 contains 1289 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 1402 members 
Mstep: Class 55 contains 5446 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3846 members 
Mstep: Class 59 contains 2442 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2834 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985328.000000 Penalty: 134950.937500
Iteration 88Q: 64 clusters Score -6.898533e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21190 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 73203 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 15050 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63651 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 701 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 2979 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3433 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 7963 members 
Mstep: Class 27 contains 74583 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33766 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 25903 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 5081 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12902 members 
Mstep: Class 38 contains 3463 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4639 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 73961 members 
Mstep: Class 45 contains 1497 members 
Mstep: Class 46 contains 36176 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3175 members 
Mstep: Class 49 contains 705 members 
Mstep: Class 50 contains 2213 members 
Mstep: Class 51 contains 1281 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2828 members 
Mstep: Class 54 contains 1402 members 
Mstep: Class 55 contains 5458 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3851 members 
Mstep: Class 59 contains 2463 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2835 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985408.000000 Penalty: 134950.937500
Iteration 89Q: 64 clusters Score -6.898541e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21186 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73108 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 15011 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63652 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3009 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3459 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 74593 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33773 members 
Mstep: Class 30 contains 472 members 
Mstep: Class 31 contains 25899 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 5065 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12778 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74072 members 
Mstep: Class 45 contains 1498 members 
Mstep: Class 46 contains 36126 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2241 members 
Mstep: Class 51 contains 1282 members 
Mstep: Class 52 contains 563 members 
Mstep: Class 53 contains 2833 members 
Mstep: Class 54 contains 1402 members 
Mstep: Class 55 contains 5468 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3854 members 
Mstep: Class 59 contains 2476 members 
Mstep: Class 60 contains 1138 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2835 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985488.000000 Penalty: 134950.937500
Iteration 90Q: 64 clusters Score -6.898549e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73034 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 14975 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63652 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5095 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 74591 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33790 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 25901 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12669 members 
Mstep: Class 38 contains 3533 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4656 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1480 members 
Mstep: Class 44 contains 74141 members 
Mstep: Class 45 contains 1498 members 
Mstep: Class 46 contains 36098 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3179 members 
Mstep: Class 49 contains 701 members 
Mstep: Class 50 contains 2277 members 
Mstep: Class 51 contains 1285 members 
Mstep: Class 52 contains 563 members 
Mstep: Class 53 contains 2835 members 
Mstep: Class 54 contains 1402 members 
Mstep: Class 55 contains 5480 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3858 members 
Mstep: Class 59 contains 2481 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2835 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985664.000000 Penalty: 134950.937500
Iteration 91Q: 64 clusters Score -6.898566e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72946 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 14942 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63633 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3498 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 7870 members 
Mstep: Class 27 contains 74583 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33822 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 25909 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5053 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12587 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4659 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1484 members 
Mstep: Class 44 contains 74217 members 
Mstep: Class 45 contains 1495 members 
Mstep: Class 46 contains 36070 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2324 members 
Mstep: Class 51 contains 1282 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2839 members 
Mstep: Class 54 contains 1403 members 
Mstep: Class 55 contains 5487 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3859 members 
Mstep: Class 59 contains 2487 members 
Mstep: Class 60 contains 1138 members 
Mstep: Class 61 contains 384 members 
Mstep: Class 62 contains 2840 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985512.000000 Penalty: 134950.937500
Iteration 92Q: 64 clusters Score -6.898551e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72890 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 14913 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 63625 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 7847 members 
Mstep: Class 27 contains 74582 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33840 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 25915 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5050 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12529 members 
Mstep: Class 38 contains 3561 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4659 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1486 members 
Mstep: Class 44 contains 74275 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 36053 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2353 members 
Mstep: Class 51 contains 1281 members 
Mstep: Class 52 contains 560 members 
Mstep: Class 53 contains 2841 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5495 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3862 members 
Mstep: Class 59 contains 2489 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 2838 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985496.000000 Penalty: 134950.937500
Iteration 93Q: 64 clusters Score -6.89855e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1489 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72850 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 14888 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 63620 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 74585 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33856 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4661 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1487 members 
Mstep: Class 44 contains 74306 members 
Mstep: Class 45 contains 1492 members 
Mstep: Class 46 contains 36050 members 
Mstep: Class 47 contains 541 members 
Mstep: Class 48 contains 3175 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2373 members 
Mstep: Class 51 contains 1279 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2844 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5502 members 
Mstep: Class 56 contains 1078 members 
Mstep: Class 57 contains 646 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 2492 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 386 members 
Mstep: Class 62 contains 2843 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985472.000000 Penalty: 134950.937500
Iteration 94Q: 64 clusters Score -6.898547e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72821 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 14863 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 63613 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3546 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5150 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7804 members 
Mstep: Class 27 contains 74595 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33866 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 25914 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5045 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12464 members 
Mstep: Class 38 contains 3582 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4665 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1489 members 
Mstep: Class 44 contains 74328 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36034 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2393 members 
Mstep: Class 51 contains 1281 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5512 members 
Mstep: Class 56 contains 1078 members 
Mstep: Class 57 contains 647 members 
Mstep: Class 58 contains 3868 members 
Mstep: Class 59 contains 2494 members 
Mstep: Class 60 contains 1144 members 
Mstep: Class 61 contains 387 members 
Mstep: Class 62 contains 2845 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985576.000000 Penalty: 134950.937500
Iteration 95Q: 64 clusters Score -6.898558e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72796 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 9 contains 14844 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63615 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5138 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7792 members 
Mstep: Class 27 contains 74602 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33871 members 
Mstep: Class 30 contains 478 members 
Mstep: Class 31 contains 25910 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5039 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12445 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4674 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1492 members 
Mstep: Class 44 contains 74344 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36032 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3169 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 1285 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5514 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 3871 members 
Mstep: Class 59 contains 2496 members 
Mstep: Class 60 contains 1144 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985576.000000 Penalty: 134950.937500
Iteration 96Q: 64 clusters Score -6.898558e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72787 members 
Mstep: Class 8 contains 3174 members 
Mstep: Class 9 contains 14827 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63615 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7783 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33882 members 
Mstep: Class 30 contains 478 members 
Mstep: Class 31 contains 25898 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4683 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1496 members 
Mstep: Class 44 contains 74342 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36039 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3164 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5513 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 3873 members 
Mstep: Class 59 contains 2497 members 
Mstep: Class 60 contains 1144 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985616.000000 Penalty: 134950.937500
Iteration 97Q: 64 clusters Score -6.898562e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72786 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 14807 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63608 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5142 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7777 members 
Mstep: Class 27 contains 74610 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 479 members 
Mstep: Class 31 contains 25887 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5023 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12409 members 
Mstep: Class 38 contains 3615 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4689 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1496 members 
Mstep: Class 44 contains 74329 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36051 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3163 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 3873 members 
Mstep: Class 59 contains 2498 members 
Mstep: Class 60 contains 1145 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985792.000000 Penalty: 134950.937500
Iteration 98Q: 64 clusters Score -6.898579e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72822 members 
Mstep: Class 8 contains 3169 members 
Mstep: Class 9 contains 14788 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63598 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7773 members 
Mstep: Class 27 contains 74616 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33894 members 
Mstep: Class 30 contains 479 members 
Mstep: Class 31 contains 25885 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5014 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12397 members 
Mstep: Class 38 contains 3622 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4701 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74288 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36056 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3164 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 1293 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5507 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2498 members 
Mstep: Class 60 contains 1144 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68985840.000000 Penalty: 134950.937500
Iteration 99Q: 64 clusters Score -6.898584e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72837 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 63598 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 5113 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 74620 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 479 members 
Mstep: Class 31 contains 25886 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 5010 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 12387 members 
Mstep: Class 38 contains 3629 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 4709 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 604 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74266 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36062 members 
Mstep: Class 47 contains 540 members 
Mstep: Class 48 contains 3167 members 
Mstep: Class 49 contains 702 members 
Mstep: Class 50 contains 2415 members 
Mstep: Class 51 contains 1293 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5509 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2498 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2848 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986104.000000 Penalty: 134950.937500
Iteration 100F: 64 clusters Score -6.89861e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72860 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 63599 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 5109 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7759 members 
Mstep: Class 27 contains 74620 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33911 members 
Mstep: Class 30 contains 480 members 
Mstep: Class 31 contains 25883 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 5004 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12372 members 
Mstep: Class 38 contains 3640 members 
Mstep: Class 39 contains 199 members 
Mstep: Class 40 contains 4719 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 595 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74239 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 36049 members 
Mstep: Class 47 contains 539 members 
Mstep: Class 48 contains 3167 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2432 members 
Mstep: Class 51 contains 1291 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5512 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1142 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2848 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986256.000000 Penalty: 134950.937500
Iteration 101Q: 64 clusters Score -6.898626e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72873 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14746 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63599 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7756 members 
Mstep: Class 27 contains 74621 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33914 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25878 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 5003 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 12363 members 
Mstep: Class 38 contains 3645 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 4728 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74219 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36040 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3169 members 
Mstep: Class 49 contains 704 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 1294 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5511 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2500 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986368.000000 Penalty: 134950.937500
Iteration 102Q: 64 clusters Score -6.898637e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72894 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 63589 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5096 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7751 members 
Mstep: Class 27 contains 74620 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33923 members 
Mstep: Class 30 contains 483 members 
Mstep: Class 31 contains 25879 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 5000 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12356 members 
Mstep: Class 38 contains 3652 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4738 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74186 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36044 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 1295 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5514 members 
Mstep: Class 56 contains 1079 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2500 members 
Mstep: Class 60 contains 1139 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2848 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986352.000000 Penalty: 134950.937500
Iteration 103Q: 64 clusters Score -6.898635e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72932 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14734 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63580 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 74623 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33927 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25884 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 4996 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12355 members 
Mstep: Class 38 contains 3656 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4747 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74142 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36043 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2467 members 
Mstep: Class 51 contains 1297 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5514 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1140 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986392.000000 Penalty: 134950.937500
Iteration 104Q: 64 clusters Score -6.898639e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72977 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14731 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63573 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 353 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7747 members 
Mstep: Class 27 contains 74630 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25885 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 4994 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12355 members 
Mstep: Class 38 contains 3658 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4756 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74092 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36047 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2470 members 
Mstep: Class 51 contains 1297 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5515 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1140 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986352.000000 Penalty: 134950.937500
Iteration 105Q: 64 clusters Score -6.898635e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72993 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14730 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63568 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7746 members 
Mstep: Class 27 contains 74633 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33927 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25882 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12356 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74072 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36049 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3175 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 1295 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5514 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1140 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986424.000000 Penalty: 134950.937500
Iteration 106Q: 64 clusters Score -6.898642e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72996 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14729 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63569 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3686 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7744 members 
Mstep: Class 27 contains 74635 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25885 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12352 members 
Mstep: Class 38 contains 3662 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4768 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74063 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36053 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3175 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2476 members 
Mstep: Class 51 contains 1296 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5513 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1140 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986392.000000 Penalty: 134950.937500
Iteration 107Q: 64 clusters Score -6.898639e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72995 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63566 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 74638 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25888 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12342 members 
Mstep: Class 38 contains 3667 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4771 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74066 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36048 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2478 members 
Mstep: Class 51 contains 1296 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5512 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986464.000000 Penalty: 134950.937500
Iteration 108Q: 64 clusters Score -6.898646e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72991 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63565 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 346 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 74641 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33927 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25891 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12327 members 
Mstep: Class 38 contains 3678 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4773 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74082 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36032 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2480 members 
Mstep: Class 51 contains 1295 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2859 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986496.000000 Penalty: 134950.937500
Iteration 109Q: 64 clusters Score -6.89865e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72989 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14723 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63565 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 3236 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 74639 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25895 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12321 members 
Mstep: Class 38 contains 3684 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4776 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74090 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36022 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2482 members 
Mstep: Class 51 contains 1295 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2860 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986384.000000 Penalty: 134950.937500
Iteration 110Q: 64 clusters Score -6.898638e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72996 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14722 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63562 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7738 members 
Mstep: Class 27 contains 74641 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25897 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12315 members 
Mstep: Class 38 contains 3688 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4785 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74083 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36018 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2485 members 
Mstep: Class 51 contains 1295 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2860 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2499 members 
Mstep: Class 60 contains 1141 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2846 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986336.000000 Penalty: 134950.937500
Iteration 111Q: 64 clusters Score -6.898634e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73011 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14720 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63560 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 74643 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25896 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12319 members 
Mstep: Class 38 contains 3689 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4788 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74073 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36013 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2487 members 
Mstep: Class 51 contains 1297 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2861 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2500 members 
Mstep: Class 60 contains 1142 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2847 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986432.000000 Penalty: 134950.937500
Iteration 112Q: 64 clusters Score -6.898643e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73006 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14718 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63568 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74642 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33930 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25895 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12319 members 
Mstep: Class 38 contains 3687 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4787 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74076 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36013 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2489 members 
Mstep: Class 51 contains 1298 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2863 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2502 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2848 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986472.000000 Penalty: 134950.937500
Iteration 113Q: 64 clusters Score -6.898647e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72995 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14717 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63577 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74642 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33930 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25899 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12309 members 
Mstep: Class 38 contains 3689 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4784 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74086 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36010 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2493 members 
Mstep: Class 51 contains 1296 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2867 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2504 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2850 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986480.000000 Penalty: 134950.937500
Iteration 114Q: 64 clusters Score -6.898648e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72997 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14714 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63582 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74643 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33931 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25903 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12303 members 
Mstep: Class 38 contains 3691 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4788 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 74082 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36008 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2498 members 
Mstep: Class 51 contains 1294 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2868 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2505 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2851 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986472.000000 Penalty: 134950.937500
Iteration 115Q: 64 clusters Score -6.898647e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72991 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63588 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74647 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33927 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25906 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12291 members 
Mstep: Class 38 contains 3691 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4791 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74086 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36008 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1291 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2868 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2852 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986608.000000 Penalty: 134950.937500
Iteration 116Q: 64 clusters Score -6.898661e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72979 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63596 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74651 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33923 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25909 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12280 members 
Mstep: Class 38 contains 3694 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4795 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74101 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 36001 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986584.000000 Penalty: 134950.937500
Iteration 117Q: 64 clusters Score -6.898658e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72953 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63601 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74653 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33921 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25912 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12269 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4799 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74127 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 35998 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1284 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68986568.000000 Penalty: 134950.937500
Iteration 118Q: 64 clusters Score -6.898657e+07 nChanged 171
Entering ConstructFrom: 
Score: -68986568.000000 Penalty: 134950.937500
Entering ConstructFrom: 
Trying to split cluster 1 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -290799.406250 Penalty: 1258.492554
	Iteration 0F: 2 clusters Score -290799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288511.093750 Penalty: 2516.985107
	Iteration 0F: 3 clusters Score -288511.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289153.593750 Penalty: 2516.985107
	Iteration 1F: 3 clusters Score -289153.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289358.625000 Penalty: 2516.985107
	Iteration 2F: 3 clusters Score -289358.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289528.031250 Penalty: 2516.985107
	Iteration 3F: 3 clusters Score -289528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289676.093750 Penalty: 2516.985107
	Iteration 4F: 3 clusters Score -289676.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289821.843750 Penalty: 2516.985107
	Iteration 5Q: 3 clusters Score -289821.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -289907.656250 Penalty: 2516.985107
	Iteration 6Q: 3 clusters Score -289907.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -289964.156250 Penalty: 2516.985107
	Iteration 7Q: 3 clusters Score -289964.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290022.218750 Penalty: 2516.985107
	Iteration 8Q: 3 clusters Score -290022.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -290070.343750 Penalty: 2516.985107
	Iteration 9Q: 3 clusters Score -290070.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -290106.093750 Penalty: 2516.985107
	Iteration 10Q: 3 clusters Score -290106.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -290128.437500 Penalty: 2516.985107
	Iteration 11Q: 3 clusters Score -290128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -290144.218750 Penalty: 2516.985107
	Iteration 12Q: 3 clusters Score -290144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -290153.906250 Penalty: 2516.985107
	Iteration 13Q: 3 clusters Score -290153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290162.093750 Penalty: 2516.985107
	Iteration 14Q: 3 clusters Score -290162.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -290170.187500 Penalty: 2516.985107
	Iteration 15Q: 3 clusters Score -290170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -290177.125000 Penalty: 2516.985107
	Iteration 16Q: 3 clusters Score -290177.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -290183.500000 Penalty: 2516.985107
	Iteration 17Q: 3 clusters Score -290183.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -290194.375000 Penalty: 2516.985107
	Iteration 18Q: 3 clusters Score -290194.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -290211.812500 Penalty: 2516.985107
	Iteration 19Q: 3 clusters Score -290211.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -290235.468750 Penalty: 2516.985107
	Iteration 20F: 3 clusters Score -290235.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -290257.875000 Penalty: 2516.985107
	Iteration 21Q: 3 clusters Score -290257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290281.031250 Penalty: 2516.985107
	Iteration 22Q: 3 clusters Score -290281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290290.625000 Penalty: 2516.985107
	Iteration 23Q: 3 clusters Score -290290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290297.718750 Penalty: 2516.985107
	Iteration 24Q: 3 clusters Score -290297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290303.593750 Penalty: 2516.985107
	Iteration 25Q: 3 clusters Score -290303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -290305.000000 Penalty: 2516.985107
	Iteration 26Q: 3 clusters Score -290305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290307.531250 Penalty: 2516.985107
	Iteration 27Q: 3 clusters Score -290307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -290309.062500 Penalty: 2516.985107
	Iteration 28Q: 3 clusters Score -290309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -290310.656250 Penalty: 2516.985107
	Iteration 29Q: 3 clusters Score -290310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -290311.375000 Penalty: 2516.985107
	Iteration 30Q: 3 clusters Score -290311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290311.562500 Penalty: 2516.985107
	Iteration 31Q: 3 clusters Score -290311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290312.312500 Penalty: 2516.985107
	Iteration 32Q: 3 clusters Score -290312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -290312.750000 Penalty: 2516.985107
	Iteration 33Q: 3 clusters Score -290312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -290312.750000 Penalty: 2516.985107
	Iteration 34F: 3 clusters Score -290312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -16968.265625 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -16968.27 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 177 members 
Entering Unmasked Estep 
Score: -16184.877930 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -16184.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16467.462891 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -16467.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16588.691406 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -16588.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16709.216797 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -16709.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16756.548828 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -16756.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16802.160156 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -16802.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16839.890625 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -16839.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16855.306641 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -16855.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16861.070312 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -16861.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16865.531250 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -16865.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16867.691406 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -16867.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16869.513672 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -16869.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16875.228516 Penalty: 1905.680176
	Iteration 12F: 3 clusters Score -16875.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16989.058594 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -16989.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17128.738281 Penalty: 1905.680176
	Iteration 14Q: 3 clusters Score -17128.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17221.177734 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -17221.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17294.550781 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -17294.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17355.937500 Penalty: 1905.680176
	Iteration 17Q: 3 clusters Score -17355.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17373.748047 Penalty: 1905.680176
	Iteration 18Q: 3 clusters Score -17373.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17384.490234 Penalty: 1905.680176
	Iteration 19Q: 3 clusters Score -17384.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17412.982422 Penalty: 1905.680176
	Iteration 20F: 3 clusters Score -17412.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17546.390625 Penalty: 1905.680176
	Iteration 21Q: 3 clusters Score -17546.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17699.337891 Penalty: 1905.680176
	Iteration 22Q: 3 clusters Score -17699.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17708.855469 Penalty: 1905.680176
	Iteration 23Q: 3 clusters Score -17708.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17712.167969 Penalty: 1905.680176
	Iteration 24Q: 3 clusters Score -17712.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17712.167969 Penalty: 1905.680176
	Iteration 25F: 3 clusters Score -17712.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 162 members 
Entering Unmasked Estep 
Score: -68986112.000000 Penalty: 137093.015625
Splitting cluster 2 changes total score from -68986568.000000 to -68986112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -133747.078125 Penalty: 1128.257446
	Iteration 0F: 2 clusters Score -133747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132280.343750 Penalty: 2256.514893
	Iteration 0F: 3 clusters Score -132280.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132547.437500 Penalty: 2256.514893
	Iteration 1F: 3 clusters Score -132547.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132644.546875 Penalty: 2256.514893
	Iteration 2F: 3 clusters Score -132644.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -132726.953125 Penalty: 2256.514893
	Iteration 3F: 3 clusters Score -132727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -132813.578125 Penalty: 2256.514893
	Iteration 4F: 3 clusters Score -132813.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132887.046875 Penalty: 2256.514893
	Iteration 5F: 3 clusters Score -132887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -132955.484375 Penalty: 2256.514893
	Iteration 6Q: 3 clusters Score -132955.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132995.921875 Penalty: 2256.514893
	Iteration 7Q: 3 clusters Score -132995.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133022.609375 Penalty: 2256.514893
	Iteration 8Q: 3 clusters Score -133022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -133047.796875 Penalty: 2256.514893
	Iteration 9Q: 3 clusters Score -133047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -133054.625000 Penalty: 2256.514893
	Iteration 10Q: 3 clusters Score -133054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -133058.359375 Penalty: 2256.514893
	Iteration 11Q: 3 clusters Score -133058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133062.312500 Penalty: 2256.514893
	Iteration 12Q: 3 clusters Score -133062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133063.937500 Penalty: 2256.514893
	Iteration 13Q: 3 clusters Score -133063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133063.937500 Penalty: 2256.514893
	Iteration 14F: 3 clusters Score -133063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Entering Unmasked Estep 
Score: -2825275.500000 Penalty: 1618.716553
	Iteration 0F: 2 clusters Score -2825276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2810888.000000 Penalty: 3237.433105
	Iteration 0F: 3 clusters Score -2810888 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2816187.000000 Penalty: 3237.433105
	Iteration 1F: 3 clusters Score -2816187 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2816566.750000 Penalty: 3237.433105
	Iteration 2Q: 3 clusters Score -2816567 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2816952.000000 Penalty: 3237.433105
	Iteration 3Q: 3 clusters Score -2816952 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2817387.750000 Penalty: 3237.433105
	Iteration 4Q: 3 clusters Score -2817388 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2817963.250000 Penalty: 3237.433105
	Iteration 5F: 3 clusters Score -2817963 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2818744.000000 Penalty: 3237.433105
	Iteration 6F: 3 clusters Score -2818744 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2819693.000000 Penalty: 3237.433105
	Iteration 7F: 3 clusters Score -2819693 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2820812.500000 Penalty: 3237.433105
	Iteration 8F: 3 clusters Score -2820812 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2821954.500000 Penalty: 3237.433105
	Iteration 9F: 3 clusters Score -2821954 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2822846.500000 Penalty: 3237.433105
	Iteration 10Q: 3 clusters Score -2822846 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2823396.250000 Penalty: 3237.433105
	Iteration 11Q: 3 clusters Score -2823396 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2823736.250000 Penalty: 3237.433105
	Iteration 12Q: 3 clusters Score -2823736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2823947.500000 Penalty: 3237.433105
	Iteration 13Q: 3 clusters Score -2823948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2824046.750000 Penalty: 3237.433105
	Iteration 14Q: 3 clusters Score -2824047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2824106.250000 Penalty: 3237.433105
	Iteration 15Q: 3 clusters Score -2824106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2824149.250000 Penalty: 3237.433105
	Iteration 16Q: 3 clusters Score -2824149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2824189.250000 Penalty: 3237.433105
	Iteration 17Q: 3 clusters Score -2824189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2824211.000000 Penalty: 3237.433105
	Iteration 18Q: 3 clusters Score -2824211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2824213.750000 Penalty: 3237.433105
	Iteration 19Q: 3 clusters Score -2824214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2824225.250000 Penalty: 3237.433105
	Iteration 20F: 3 clusters Score -2824225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2824231.250000 Penalty: 3237.433105
	Iteration 21Q: 3 clusters Score -2824231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2824234.750000 Penalty: 3237.433105
	Iteration 22Q: 3 clusters Score -2824235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2824238.500000 Penalty: 3237.433105
	Iteration 23Q: 3 clusters Score -2824238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2824241.000000 Penalty: 3237.433105
	Iteration 24Q: 3 clusters Score -2824241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2824239.750000 Penalty: 3237.433105
	Iteration 25Q: 3 clusters Score -2824240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2824242.000000 Penalty: 3237.433105
	Iteration 26Q: 3 clusters Score -2824242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2824242.000000 Penalty: 3237.433105
	Iteration 27F: 3 clusters Score -2824242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -186809.937500 Penalty: 1188.506592
	Iteration 0F: 2 clusters Score -186809.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -185032.921875 Penalty: 2377.013184
	Iteration 0F: 3 clusters Score -185032.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -185369.281250 Penalty: 2377.013184
	Iteration 1F: 3 clusters Score -185369.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -185496.140625 Penalty: 2377.013184
	Iteration 2F: 3 clusters Score -185496.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -185567.093750 Penalty: 2377.013184
	Iteration 3F: 3 clusters Score -185567.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -185612.781250 Penalty: 2377.013184
	Iteration 4Q: 3 clusters Score -185612.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -185660.359375 Penalty: 2377.013184
	Iteration 5Q: 3 clusters Score -185660.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -185691.546875 Penalty: 2377.013184
	Iteration 6Q: 3 clusters Score -185691.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -185718.734375 Penalty: 2377.013184
	Iteration 7Q: 3 clusters Score -185718.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -185740.687500 Penalty: 2377.013184
	Iteration 8Q: 3 clusters Score -185740.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -185758.281250 Penalty: 2377.013184
	Iteration 9Q: 3 clusters Score -185758.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -185768.140625 Penalty: 2377.013184
	Iteration 10Q: 3 clusters Score -185768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -185777.828125 Penalty: 2377.013184
	Iteration 11Q: 3 clusters Score -185777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -185789.375000 Penalty: 2377.013184
	Iteration 12Q: 3 clusters Score -185789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -185794.031250 Penalty: 2377.013184
	Iteration 13Q: 3 clusters Score -185794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -185796.734375 Penalty: 2377.013184
	Iteration 14Q: 3 clusters Score -185796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -185798.140625 Penalty: 2377.013184
	Iteration 15Q: 3 clusters Score -185798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -185799.484375 Penalty: 2377.013184
	Iteration 16Q: 3 clusters Score -185799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -185802.343750 Penalty: 2377.013184
	Iteration 17Q: 3 clusters Score -185802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -185804.578125 Penalty: 2377.013184
	Iteration 18Q: 3 clusters Score -185804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -185807.390625 Penalty: 2377.013184
	Iteration 19Q: 3 clusters Score -185807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -185812.187500 Penalty: 2377.013184
	Iteration 20F: 3 clusters Score -185812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -185814.968750 Penalty: 2377.013184
	Iteration 21Q: 3 clusters Score -185815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -185816.078125 Penalty: 2377.013184
	Iteration 22Q: 3 clusters Score -185816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -185817.796875 Penalty: 2377.013184
	Iteration 23Q: 3 clusters Score -185817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -185819.421875 Penalty: 2377.013184
	Iteration 24Q: 3 clusters Score -185819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -185821.296875 Penalty: 2377.013184
	Iteration 25Q: 3 clusters Score -185821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -185822.140625 Penalty: 2377.013184
	Iteration 26Q: 3 clusters Score -185822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -185824.546875 Penalty: 2377.013184
	Iteration 27Q: 3 clusters Score -185824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -185825.937500 Penalty: 2377.013184
	Iteration 28Q: 3 clusters Score -185825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -185830.187500 Penalty: 2377.013184
	Iteration 29Q: 3 clusters Score -185830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -185831.718750 Penalty: 2377.013184
	Iteration 30Q: 3 clusters Score -185831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -185834.109375 Penalty: 2377.013184
	Iteration 31Q: 3 clusters Score -185834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -185835.000000 Penalty: 2377.013184
	Iteration 32Q: 3 clusters Score -185835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -185835.375000 Penalty: 2377.013184
	Iteration 33Q: 3 clusters Score -185835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -185835.375000 Penalty: 2377.013184
	Iteration 34F: 3 clusters Score -185835.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -267770.156250 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -267770.2 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 999 members 
Entering Unmasked Estep 
Score: -265654.750000 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -265654.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -266254.125000 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -266254.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -266506.343750 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -266506.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -266688.281250 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -266688.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266803.468750 Penalty: 2477.683594
	Iteration 4F: 3 clusters Score -266803.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266885.312500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -266885.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -266967.218750 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -266967.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -267042.406250 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -267042.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -267072.218750 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -267072.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -267090.906250 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -267090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267100.781250 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -267100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267107.593750 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -267107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -267110.093750 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -267110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -267112.250000 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -267112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -267113.281250 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -267113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -267114.000000 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -267114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -267114.000000 Penalty: 2477.683594
	Iteration 16F: 3 clusters Score -267114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Entering Unmasked Estep 
Score: -9927066.000000 Penalty: 1819.529419
	Iteration 0F: 2 clusters Score -9927066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9880873.000000 Penalty: 3639.058838
	Iteration 0F: 3 clusters Score -9880873 nChanged 34600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -9901755.000000 Penalty: 3639.058838
	Iteration 1F: 3 clusters Score -9901755 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -9903594.000000 Penalty: 3639.058838
	Iteration 2Q: 3 clusters Score -9903594 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -9906279.000000 Penalty: 3639.058838
	Iteration 3F: 3 clusters Score -9906279 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -9910401.000000 Penalty: 3639.058838
	Iteration 4F: 3 clusters Score -9910401 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -9915042.000000 Penalty: 3639.058838
	Iteration 5F: 3 clusters Score -9915042 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -9919036.000000 Penalty: 3639.058838
	Iteration 6F: 3 clusters Score -9919036 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -9921288.000000 Penalty: 3639.058838
	Iteration 7Q: 3 clusters Score -9921288 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -9922580.000000 Penalty: 3639.058838
	Iteration 8Q: 3 clusters Score -9922580 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -9923522.000000 Penalty: 3639.058838
	Iteration 9Q: 3 clusters Score -9923522 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -9924364.000000 Penalty: 3639.058838
	Iteration 10Q: 3 clusters Score -9924364 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -9925077.000000 Penalty: 3639.058838
	Iteration 11Q: 3 clusters Score -9925077 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -9925696.000000 Penalty: 3639.058838
	Iteration 12Q: 3 clusters Score -9925696 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -9926203.000000 Penalty: 3639.058838
	Iteration 13Q: 3 clusters Score -9926203 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -9926520.000000 Penalty: 3639.058838
	Iteration 14Q: 3 clusters Score -9926520 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -9926786.000000 Penalty: 3639.058838
	Iteration 15Q: 3 clusters Score -9926786 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -9926916.000000 Penalty: 3639.058838
	Iteration 16Q: 3 clusters Score -9926916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -9926981.000000 Penalty: 3639.058838
	Iteration 17Q: 3 clusters Score -9926981 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -9927088.000000 Penalty: 3639.058838
	Iteration 18Q: 3 clusters Score -9927088 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -9927113.000000 Penalty: 3639.058838
	Iteration 19Q: 3 clusters Score -9927113 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9927090.000000 Penalty: 3639.058838
	Iteration 20F: 3 clusters Score -9927090 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9927078.000000 Penalty: 3639.058838
	Iteration 21Q: 3 clusters Score -9927078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -9927048.000000 Penalty: 3639.058838
	Iteration 22Q: 3 clusters Score -9927048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9926986.000000 Penalty: 3639.058838
	Iteration 23Q: 3 clusters Score -9926986 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9926958.000000 Penalty: 3639.058838
	Iteration 24Q: 3 clusters Score -9926958 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -9926908.000000 Penalty: 3639.058838
	Iteration 25Q: 3 clusters Score -9926908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -9926900.000000 Penalty: 3639.058838
	Iteration 26Q: 3 clusters Score -9926900 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9926905.000000 Penalty: 3639.058838
	Iteration 27Q: 3 clusters Score -9926905 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9926861.000000 Penalty: 3639.058838
	Iteration 28Q: 3 clusters Score -9926861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9926825.000000 Penalty: 3639.058838
	Iteration 29Q: 3 clusters Score -9926825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9926786.000000 Penalty: 3639.058838
	Iteration 30Q: 3 clusters Score -9926786 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9926770.000000 Penalty: 3639.058838
	Iteration 31Q: 3 clusters Score -9926770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9926720.000000 Penalty: 3639.058838
	Iteration 32Q: 3 clusters Score -9926720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9926718.000000 Penalty: 3639.058838
	Iteration 33Q: 3 clusters Score -9926718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9926694.000000 Penalty: 3639.058838
	Iteration 34Q: 3 clusters Score -9926694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9926697.000000 Penalty: 3639.058838
	Iteration 35Q: 3 clusters Score -9926697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9926682.000000 Penalty: 3639.058838
	Iteration 36Q: 3 clusters Score -9926682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9926673.000000 Penalty: 3639.058838
	Iteration 37Q: 3 clusters Score -9926673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9926672.000000 Penalty: 3639.058838
	Iteration 38Q: 3 clusters Score -9926672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9926681.000000 Penalty: 3639.058838
	Iteration 39Q: 3 clusters Score -9926681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9926670.000000 Penalty: 3639.058838
	Iteration 40F: 3 clusters Score -9926670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9926666.000000 Penalty: 3639.058838
	Iteration 41Q: 3 clusters Score -9926666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9926659.000000 Penalty: 3639.058838
	Iteration 42Q: 3 clusters Score -9926659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9926654.000000 Penalty: 3639.058838
	Iteration 43Q: 3 clusters Score -9926654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9926650.000000 Penalty: 3639.058838
	Iteration 44Q: 3 clusters Score -9926650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9926663.000000 Penalty: 3639.058838
	Iteration 45Q: 3 clusters Score -9926663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9926655.000000 Penalty: 3639.058838
	Iteration 46Q: 3 clusters Score -9926655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9926663.000000 Penalty: 3639.058838
	Iteration 47Q: 3 clusters Score -9926663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9926681.000000 Penalty: 3639.058838
	Iteration 48Q: 3 clusters Score -9926681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9926673.000000 Penalty: 3639.058838
	Iteration 49Q: 3 clusters Score -9926673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9926673.000000 Penalty: 3639.058838
	Iteration 50Q: 3 clusters Score -9926673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9926662.000000 Penalty: 3639.058838
	Iteration 51Q: 3 clusters Score -9926662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9926660.000000 Penalty: 3639.058838
	Iteration 52Q: 3 clusters Score -9926660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9926654.000000 Penalty: 3639.058838
	Iteration 53Q: 3 clusters Score -9926654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9926658.000000 Penalty: 3639.058838
	Iteration 54Q: 3 clusters Score -9926658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9926643.000000 Penalty: 3639.058838
	Iteration 55Q: 3 clusters Score -9926643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9926648.000000 Penalty: 3639.058838
	Iteration 56Q: 3 clusters Score -9926648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9926630.000000 Penalty: 3639.058838
	Iteration 57Q: 3 clusters Score -9926630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9926636.000000 Penalty: 3639.058838
	Iteration 58Q: 3 clusters Score -9926636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9926639.000000 Penalty: 3639.058838
	Iteration 59Q: 3 clusters Score -9926639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9926645.000000 Penalty: 3639.058838
	Iteration 60F: 3 clusters Score -9926645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9926658.000000 Penalty: 3639.058838
	Iteration 61Q: 3 clusters Score -9926658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9926637.000000 Penalty: 3639.058838
	Iteration 62Q: 3 clusters Score -9926637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9926639.000000 Penalty: 3639.058838
	Iteration 63Q: 3 clusters Score -9926639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9926652.000000 Penalty: 3639.058838
	Iteration 64Q: 3 clusters Score -9926652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9926648.000000 Penalty: 3639.058838
	Iteration 65Q: 3 clusters Score -9926648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9926645.000000 Penalty: 3639.058838
	Iteration 66Q: 3 clusters Score -9926645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9926644.000000 Penalty: 3639.058838
	Iteration 67Q: 3 clusters Score -9926644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9926646.000000 Penalty: 3639.058838
	Iteration 68Q: 3 clusters Score -9926646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9926646.000000 Penalty: 3639.058838
	Iteration 69F: 3 clusters Score -9926646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -405780.937500 Penalty: 1309.683716
	Iteration 0F: 2 clusters Score -405780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -402951.218750 Penalty: 2619.367432
	Iteration 0F: 3 clusters Score -402951.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -403663.250000 Penalty: 2619.367432
	Iteration 1F: 3 clusters Score -403663.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -403876.562500 Penalty: 2619.367432
	Iteration 2F: 3 clusters Score -403876.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -404148.687500 Penalty: 2619.367432
	Iteration 3F: 3 clusters Score -404148.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -404436.937500 Penalty: 2619.367432
	Iteration 4F: 3 clusters Score -404436.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -404649.593750 Penalty: 2619.367432
	Iteration 5F: 3 clusters Score -404649.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -404805.750000 Penalty: 2619.367432
	Iteration 6F: 3 clusters Score -404805.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -404913.687500 Penalty: 2619.367432
	Iteration 7Q: 3 clusters Score -404913.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -404981.812500 Penalty: 2619.367432
	Iteration 8Q: 3 clusters Score -404981.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -405026.562500 Penalty: 2619.367432
	Iteration 9Q: 3 clusters Score -405026.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -405054.906250 Penalty: 2619.367432
	Iteration 10Q: 3 clusters Score -405054.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -405080.843750 Penalty: 2619.367432
	Iteration 11Q: 3 clusters Score -405080.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -405114.031250 Penalty: 2619.367432
	Iteration 12Q: 3 clusters Score -405114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -405169.250000 Penalty: 2619.367432
	Iteration 13Q: 3 clusters Score -405169.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -405285.500000 Penalty: 2619.367432
	Iteration 14Q: 3 clusters Score -405285.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -405570.531250 Penalty: 2619.367432
	Iteration 15Q: 3 clusters Score -405570.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -406083.812500 Penalty: 2619.367432
	Iteration 16F: 3 clusters Score -406083.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -406822.750000 Penalty: 2619.367432
	Iteration 17F: 3 clusters Score -406822.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -407272.906250 Penalty: 2619.367432
	Iteration 18Q: 3 clusters Score -407272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -407307.437500 Penalty: 2619.367432
	Iteration 19Q: 3 clusters Score -407307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -407313.812500 Penalty: 2619.367432
	Iteration 20F: 3 clusters Score -407313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -407314.843750 Penalty: 2619.367432
	Iteration 21Q: 3 clusters Score -407314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -407314.843750 Penalty: 2619.367432
	Iteration 22F: 3 clusters Score -407314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Entering Unmasked Estep 
Score: -68987376.000000 Penalty: 137093.015625
Splitting cluster 8 changes total score from -68986568.000000 to -68987376.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 9 (14713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Entering Unmasked Estep 
Score: -1973811.500000 Penalty: 1559.429199
	Iteration 0F: 2 clusters Score -1973812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1963625.750000 Penalty: 3118.858398
	Iteration 0F: 3 clusters Score -1963626 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1967502.250000 Penalty: 3118.858398
	Iteration 1F: 3 clusters Score -1967502 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1968433.000000 Penalty: 3118.858398
	Iteration 2F: 3 clusters Score -1968433 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1969665.500000 Penalty: 3118.858398
	Iteration 3F: 3 clusters Score -1969666 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1970862.125000 Penalty: 3118.858398
	Iteration 4F: 3 clusters Score -1970862 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1971682.750000 Penalty: 3118.858398
	Iteration 5F: 3 clusters Score -1971683 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1972117.625000 Penalty: 3118.858398
	Iteration 6F: 3 clusters Score -1972118 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1972336.250000 Penalty: 3118.858398
	Iteration 7Q: 3 clusters Score -1972336 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1972464.750000 Penalty: 3118.858398
	Iteration 8Q: 3 clusters Score -1972465 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1972540.000000 Penalty: 3118.858398
	Iteration 9Q: 3 clusters Score -1972540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1972596.375000 Penalty: 3118.858398
	Iteration 10Q: 3 clusters Score -1972596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1972636.500000 Penalty: 3118.858398
	Iteration 11Q: 3 clusters Score -1972636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1972657.625000 Penalty: 3118.858398
	Iteration 12Q: 3 clusters Score -1972658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1972685.125000 Penalty: 3118.858398
	Iteration 13Q: 3 clusters Score -1972685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1972710.625000 Penalty: 3118.858398
	Iteration 14Q: 3 clusters Score -1972711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1972738.125000 Penalty: 3118.858398
	Iteration 15Q: 3 clusters Score -1972738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1972751.875000 Penalty: 3118.858398
	Iteration 16Q: 3 clusters Score -1972752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1972778.125000 Penalty: 3118.858398
	Iteration 17Q: 3 clusters Score -1972778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1972794.500000 Penalty: 3118.858398
	Iteration 18Q: 3 clusters Score -1972794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1972810.625000 Penalty: 3118.858398
	Iteration 19Q: 3 clusters Score -1972811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1972832.625000 Penalty: 3118.858398
	Iteration 20F: 3 clusters Score -1972833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1972846.375000 Penalty: 3118.858398
	Iteration 21Q: 3 clusters Score -1972846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1972849.625000 Penalty: 3118.858398
	Iteration 22Q: 3 clusters Score -1972850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1972867.625000 Penalty: 3118.858398
	Iteration 23Q: 3 clusters Score -1972868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1972881.500000 Penalty: 3118.858398
	Iteration 24Q: 3 clusters Score -1972882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1972893.750000 Penalty: 3118.858398
	Iteration 25Q: 3 clusters Score -1972894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1972903.125000 Penalty: 3118.858398
	Iteration 26Q: 3 clusters Score -1972903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1972912.750000 Penalty: 3118.858398
	Iteration 27Q: 3 clusters Score -1972913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1972920.875000 Penalty: 3118.858398
	Iteration 28Q: 3 clusters Score -1972921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1972921.000000 Penalty: 3118.858398
	Iteration 29Q: 3 clusters Score -1972921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1972927.750000 Penalty: 3118.858398
	Iteration 30Q: 3 clusters Score -1972928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1972933.125000 Penalty: 3118.858398
	Iteration 31Q: 3 clusters Score -1972933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1972941.500000 Penalty: 3118.858398
	Iteration 32Q: 3 clusters Score -1972942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1972948.000000 Penalty: 3118.858398
	Iteration 33Q: 3 clusters Score -1972948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1972955.250000 Penalty: 3118.858398
	Iteration 34Q: 3 clusters Score -1972955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1972960.750000 Penalty: 3118.858398
	Iteration 35Q: 3 clusters Score -1972961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1972962.875000 Penalty: 3118.858398
	Iteration 36Q: 3 clusters Score -1972963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1972966.375000 Penalty: 3118.858398
	Iteration 37Q: 3 clusters Score -1972966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1972972.750000 Penalty: 3118.858398
	Iteration 38Q: 3 clusters Score -1972973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1972975.125000 Penalty: 3118.858398
	Iteration 39Q: 3 clusters Score -1972975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1972972.500000 Penalty: 3118.858398
	Iteration 40F: 3 clusters Score -1972972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1972976.125000 Penalty: 3118.858398
	Iteration 41Q: 3 clusters Score -1972976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1972984.625000 Penalty: 3118.858398
	Iteration 42Q: 3 clusters Score -1972985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1972983.625000 Penalty: 3118.858398
	Iteration 43Q: 3 clusters Score -1972984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1972987.875000 Penalty: 3118.858398
	Iteration 44Q: 3 clusters Score -1972988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1972988.375000 Penalty: 3118.858398
	Iteration 45Q: 3 clusters Score -1972988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1972994.250000 Penalty: 3118.858398
	Iteration 46Q: 3 clusters Score -1972994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1972995.625000 Penalty: 3118.858398
	Iteration 47Q: 3 clusters Score -1972996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1972999.500000 Penalty: 3118.858398
	Iteration 48Q: 3 clusters Score -1973000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1973002.000000 Penalty: 3118.858398
	Iteration 49Q: 3 clusters Score -1973002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1973003.625000 Penalty: 3118.858398
	Iteration 50Q: 3 clusters Score -1973004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1973017.500000 Penalty: 3118.858398
	Iteration 51Q: 3 clusters Score -1973018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1973021.125000 Penalty: 3118.858398
	Iteration 52Q: 3 clusters Score -1973021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1973022.000000 Penalty: 3118.858398
	Iteration 53Q: 3 clusters Score -1973022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1973024.000000 Penalty: 3118.858398
	Iteration 54Q: 3 clusters Score -1973024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1973024.375000 Penalty: 3118.858398
	Iteration 55Q: 3 clusters Score -1973024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1973027.750000 Penalty: 3118.858398
	Iteration 56Q: 3 clusters Score -1973028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1973029.125000 Penalty: 3118.858398
	Iteration 57Q: 3 clusters Score -1973029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1973029.000000 Penalty: 3118.858398
	Iteration 58Q: 3 clusters Score -1973029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1973029.000000 Penalty: 3118.858398
	Iteration 59F: 3 clusters Score -1973029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -26406.910156 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -26406.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25568.156250 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -25568.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25819.656250 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -25819.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25960.068359 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -25960.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26048.482422 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -26048.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26125.437500 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -26125.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26200.503906 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -26200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26225.705078 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -26225.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26262.417969 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -26262.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26275.052734 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -26275.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26284.048828 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -26284.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26297.550781 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -26297.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26312.439453 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -26312.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26349.384766 Penalty: 1913.885254
	Iteration 12Q: 3 clusters Score -26349.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26359.859375 Penalty: 1913.885254
	Iteration 13Q: 3 clusters Score -26359.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26360.830078 Penalty: 1913.885254
	Iteration 14Q: 3 clusters Score -26360.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26362.064453 Penalty: 1913.885254
	Iteration 15F: 3 clusters Score -26362.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26363.927734 Penalty: 1913.885254
	Iteration 16Q: 3 clusters Score -26363.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26368.154297 Penalty: 1913.885254
	Iteration 17Q: 3 clusters Score -26368.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26368.154297 Penalty: 1913.885254
	Iteration 18F: 3 clusters Score -26368.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -60563.074219 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -60563.07 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 304 members 
Entering Unmasked Estep 
Score: -59499.523438 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -59499.52 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59953.183594 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -59953.18 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60279.261719 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -60279.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60499.824219 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -60499.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60590.812500 Penalty: 2069.660645
	Iteration 4F: 3 clusters Score -60590.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60654.640625 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -60654.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60724.511719 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -60724.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60737.265625 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -60737.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60742.988281 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -60742.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60745.246094 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -60745.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60747.605469 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -60747.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60761.816406 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -60761.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60774.496094 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -60774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60781.433594 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -60781.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60795.460938 Penalty: 2069.660645
	Iteration 14Q: 3 clusters Score -60795.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60796.281250 Penalty: 2069.660645
	Iteration 15Q: 3 clusters Score -60796.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60796.281250 Penalty: 2069.660645
	Iteration 16F: 3 clusters Score -60796.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 270 members 
Entering Unmasked Estep 
Score: -68986488.000000 Penalty: 139235.093750
Splitting cluster 11 changes total score from -68986568.000000 to -68986488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Entering Unmasked Estep 
Score: -8435974.000000 Penalty: 1797.322754
	Iteration 0F: 2 clusters Score -8435974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8393633.000000 Penalty: 3594.645508
	Iteration 0F: 3 clusters Score -8393633 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -8411146.000000 Penalty: 3594.645508
	Iteration 1F: 3 clusters Score -8411146 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -8412126.000000 Penalty: 3594.645508
	Iteration 2Q: 3 clusters Score -8412126 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -8413523.000000 Penalty: 3594.645508
	Iteration 3Q: 3 clusters Score -8413523 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -8415488.000000 Penalty: 3594.645508
	Iteration 4F: 3 clusters Score -8415488 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -8417755.000000 Penalty: 3594.645508
	Iteration 5F: 3 clusters Score -8417755 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8419929.000000 Penalty: 3594.645508
	Iteration 6F: 3 clusters Score -8419929 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -8421894.000000 Penalty: 3594.645508
	Iteration 7F: 3 clusters Score -8421894 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -8423841.000000 Penalty: 3594.645508
	Iteration 8F: 3 clusters Score -8423841 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -8425519.000000 Penalty: 3594.645508
	Iteration 9Q: 3 clusters Score -8425519 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -8427188.000000 Penalty: 3594.645508
	Iteration 10Q: 3 clusters Score -8427188 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8428817.000000 Penalty: 3594.645508
	Iteration 11Q: 3 clusters Score -8428817 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8430319.000000 Penalty: 3594.645508
	Iteration 12Q: 3 clusters Score -8430319 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -8431553.000000 Penalty: 3594.645508
	Iteration 13Q: 3 clusters Score -8431553 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8432591.000000 Penalty: 3594.645508
	Iteration 14Q: 3 clusters Score -8432591 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8433252.000000 Penalty: 3594.645508
	Iteration 15Q: 3 clusters Score -8433252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8433649.000000 Penalty: 3594.645508
	Iteration 16Q: 3 clusters Score -8433649 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8433895.000000 Penalty: 3594.645508
	Iteration 17Q: 3 clusters Score -8433895 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8434048.000000 Penalty: 3594.645508
	Iteration 18Q: 3 clusters Score -8434048 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8434181.000000 Penalty: 3594.645508
	Iteration 19Q: 3 clusters Score -8434181 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8434229.000000 Penalty: 3594.645508
	Iteration 20F: 3 clusters Score -8434229 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8434289.000000 Penalty: 3594.645508
	Iteration 21Q: 3 clusters Score -8434289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8434332.000000 Penalty: 3594.645508
	Iteration 22Q: 3 clusters Score -8434332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8434337.000000 Penalty: 3594.645508
	Iteration 23Q: 3 clusters Score -8434337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8434379.000000 Penalty: 3594.645508
	Iteration 24Q: 3 clusters Score -8434379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8434394.000000 Penalty: 3594.645508
	Iteration 25Q: 3 clusters Score -8434394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8434404.000000 Penalty: 3594.645508
	Iteration 26Q: 3 clusters Score -8434404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8434446.000000 Penalty: 3594.645508
	Iteration 27Q: 3 clusters Score -8434446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8434469.000000 Penalty: 3594.645508
	Iteration 28Q: 3 clusters Score -8434469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8434483.000000 Penalty: 3594.645508
	Iteration 29Q: 3 clusters Score -8434483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8434492.000000 Penalty: 3594.645508
	Iteration 30Q: 3 clusters Score -8434492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8434510.000000 Penalty: 3594.645508
	Iteration 31Q: 3 clusters Score -8434510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8434518.000000 Penalty: 3594.645508
	Iteration 32Q: 3 clusters Score -8434518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8434513.000000 Penalty: 3594.645508
	Iteration 33Q: 3 clusters Score -8434513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8434516.000000 Penalty: 3594.645508
	Iteration 34Q: 3 clusters Score -8434516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8434516.000000 Penalty: 3594.645508
	Iteration 35Q: 3 clusters Score -8434516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8434519.000000 Penalty: 3594.645508
	Iteration 36Q: 3 clusters Score -8434519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8434532.000000 Penalty: 3594.645508
	Iteration 37Q: 3 clusters Score -8434532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8434528.000000 Penalty: 3594.645508
	Iteration 38Q: 3 clusters Score -8434528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8434544.000000 Penalty: 3594.645508
	Iteration 39Q: 3 clusters Score -8434544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8434539.000000 Penalty: 3594.645508
	Iteration 40F: 3 clusters Score -8434539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8434541.000000 Penalty: 3594.645508
	Iteration 41Q: 3 clusters Score -8434541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8434536.000000 Penalty: 3594.645508
	Iteration 42Q: 3 clusters Score -8434536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8434539.000000 Penalty: 3594.645508
	Iteration 43Q: 3 clusters Score -8434539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8434538.000000 Penalty: 3594.645508
	Iteration 44Q: 3 clusters Score -8434538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8434543.000000 Penalty: 3594.645508
	Iteration 45Q: 3 clusters Score -8434543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8434540.000000 Penalty: 3594.645508
	Iteration 46Q: 3 clusters Score -8434540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8434543.000000 Penalty: 3594.645508
	Iteration 47Q: 3 clusters Score -8434543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8434554.000000 Penalty: 3594.645508
	Iteration 48Q: 3 clusters Score -8434554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8434555.000000 Penalty: 3594.645508
	Iteration 49Q: 3 clusters Score -8434555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8434555.000000 Penalty: 3594.645508
	Iteration 50Q: 3 clusters Score -8434555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8434552.000000 Penalty: 3594.645508
	Iteration 51Q: 3 clusters Score -8434552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8434554.000000 Penalty: 3594.645508
	Iteration 52Q: 3 clusters Score -8434554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8434550.000000 Penalty: 3594.645508
	Iteration 53Q: 3 clusters Score -8434550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8434564.000000 Penalty: 3594.645508
	Iteration 54Q: 3 clusters Score -8434564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8434558.000000 Penalty: 3594.645508
	Iteration 55Q: 3 clusters Score -8434558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8434562.000000 Penalty: 3594.645508
	Iteration 56Q: 3 clusters Score -8434562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8434563.000000 Penalty: 3594.645508
	Iteration 57Q: 3 clusters Score -8434563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8434578.000000 Penalty: 3594.645508
	Iteration 58Q: 3 clusters Score -8434578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8434571.000000 Penalty: 3594.645508
	Iteration 59Q: 3 clusters Score -8434571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8434568.000000 Penalty: 3594.645508
	Iteration 60F: 3 clusters Score -8434568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8434570.000000 Penalty: 3594.645508
	Iteration 61Q: 3 clusters Score -8434570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8434571.000000 Penalty: 3594.645508
	Iteration 62Q: 3 clusters Score -8434571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8434571.000000 Penalty: 3594.645508
	Iteration 63F: 3 clusters Score -8434571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -160953.890625 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -160953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159505.296875 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -159505.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159778.343750 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -159778.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159857.437500 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -159857.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159927.734375 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -159927.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159988.140625 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -159988.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160069.656250 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -160069.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160147.546875 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -160147.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160195.625000 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -160195.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160229.390625 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -160229.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160248.093750 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -160248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160266.203125 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -160266.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160276.968750 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -160277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160278.812500 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -160278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160280.234375 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -160280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160281.781250 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -160281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160283.250000 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -160283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -160284.781250 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -160284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160285.406250 Penalty: 2259.947510
	Iteration 17Q: 3 clusters Score -160285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160285.406250 Penalty: 2259.947510
	Iteration 18F: 3 clusters Score -160285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -133392.562500 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -133392.6 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 512 members 
Entering Unmasked Estep 
Score: -131925.531250 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -131925.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132238.140625 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -132238.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132342.031250 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -132342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132429.718750 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -132429.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -132510.609375 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -132510.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132559.937500 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -132559.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132587.781250 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -132587.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132604.500000 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -132604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132615.796875 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -132615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -132630.937500 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -132630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132643.296875 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -132643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -132655.171875 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -132655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -132671.859375 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -132671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132687.156250 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -132687.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -132698.640625 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -132698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -132710.265625 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -132710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -132712.156250 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -132712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -132712.156250 Penalty: 2259.947510
	Iteration 17F: 3 clusters Score -132712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Entering Unmasked Estep 
Score: -619430.000000 Penalty: 1370.140625
	Iteration 0F: 2 clusters Score -619430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -615710.375000 Penalty: 2740.281250
	Iteration 0F: 3 clusters Score -615710.4 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -616704.562500 Penalty: 2740.281250
	Iteration 1F: 3 clusters Score -616704.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -616832.125000 Penalty: 2740.281250
	Iteration 2F: 3 clusters Score -616832.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -616939.187500 Penalty: 2740.281250
	Iteration 3Q: 3 clusters Score -616939.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -617026.125000 Penalty: 2740.281250
	Iteration 4Q: 3 clusters Score -617026.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -617096.437500 Penalty: 2740.281250
	Iteration 5Q: 3 clusters Score -617096.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -617159.125000 Penalty: 2740.281250
	Iteration 6Q: 3 clusters Score -617159.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -617220.562500 Penalty: 2740.281250
	Iteration 7Q: 3 clusters Score -617220.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -617275.312500 Penalty: 2740.281250
	Iteration 8Q: 3 clusters Score -617275.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -617329.125000 Penalty: 2740.281250
	Iteration 9Q: 3 clusters Score -617329.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -617372.437500 Penalty: 2740.281250
	Iteration 10Q: 3 clusters Score -617372.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -617418.812500 Penalty: 2740.281250
	Iteration 11Q: 3 clusters Score -617418.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -617461.625000 Penalty: 2740.281250
	Iteration 12Q: 3 clusters Score -617461.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -617500.750000 Penalty: 2740.281250
	Iteration 13Q: 3 clusters Score -617500.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -617543.312500 Penalty: 2740.281250
	Iteration 14Q: 3 clusters Score -617543.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -617597.000000 Penalty: 2740.281250
	Iteration 15Q: 3 clusters Score -617597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -617660.250000 Penalty: 2740.281250
	Iteration 16Q: 3 clusters Score -617660.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -617729.312500 Penalty: 2740.281250
	Iteration 17Q: 3 clusters Score -617729.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -617797.750000 Penalty: 2740.281250
	Iteration 18Q: 3 clusters Score -617797.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -617878.500000 Penalty: 2740.281250
	Iteration 19Q: 3 clusters Score -617878.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -617957.750000 Penalty: 2740.281250
	Iteration 20F: 3 clusters Score -617957.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -618014.562500 Penalty: 2740.281250
	Iteration 21Q: 3 clusters Score -618014.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -618055.312500 Penalty: 2740.281250
	Iteration 22Q: 3 clusters Score -618055.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -618081.937500 Penalty: 2740.281250
	Iteration 23Q: 3 clusters Score -618081.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -618104.875000 Penalty: 2740.281250
	Iteration 24Q: 3 clusters Score -618104.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -618129.750000 Penalty: 2740.281250
	Iteration 25Q: 3 clusters Score -618129.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -618149.062500 Penalty: 2740.281250
	Iteration 26Q: 3 clusters Score -618149.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -618165.312500 Penalty: 2740.281250
	Iteration 27Q: 3 clusters Score -618165.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -618173.625000 Penalty: 2740.281250
	Iteration 28Q: 3 clusters Score -618173.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -618183.437500 Penalty: 2740.281250
	Iteration 29Q: 3 clusters Score -618183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -618187.062500 Penalty: 2740.281250
	Iteration 30Q: 3 clusters Score -618187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -618187.625000 Penalty: 2740.281250
	Iteration 31Q: 3 clusters Score -618187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -618189.562500 Penalty: 2740.281250
	Iteration 32Q: 3 clusters Score -618189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -618190.000000 Penalty: 2740.281250
	Iteration 33Q: 3 clusters Score -618190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -618190.375000 Penalty: 2740.281250
	Iteration 34Q: 3 clusters Score -618190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -618191.500000 Penalty: 2740.281250
	Iteration 35Q: 3 clusters Score -618191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -618193.000000 Penalty: 2740.281250
	Iteration 36Q: 3 clusters Score -618193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -618193.000000 Penalty: 2740.281250
	Iteration 37F: 3 clusters Score -618193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -104546.929688 Penalty: 1068.449829
	Iteration 0F: 2 clusters Score -104546.9 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 330 members 
Entering Unmasked Estep 
Score: -103350.710938 Penalty: 2136.899658
	Iteration 0F: 3 clusters Score -103350.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103583.937500 Penalty: 2136.899658
	Iteration 1F: 3 clusters Score -103583.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103668.382812 Penalty: 2136.899658
	Iteration 2F: 3 clusters Score -103668.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103722.945312 Penalty: 2136.899658
	Iteration 3Q: 3 clusters Score -103722.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103752.492188 Penalty: 2136.899658
	Iteration 4Q: 3 clusters Score -103752.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103778.742188 Penalty: 2136.899658
	Iteration 5Q: 3 clusters Score -103778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103788.828125 Penalty: 2136.899658
	Iteration 6Q: 3 clusters Score -103788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -103800.132812 Penalty: 2136.899658
	Iteration 7Q: 3 clusters Score -103800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103806.476562 Penalty: 2136.899658
	Iteration 8Q: 3 clusters Score -103806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -103814.031250 Penalty: 2136.899658
	Iteration 9Q: 3 clusters Score -103814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -103819.031250 Penalty: 2136.899658
	Iteration 10Q: 3 clusters Score -103819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103820.726562 Penalty: 2136.899658
	Iteration 11Q: 3 clusters Score -103820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103824.632812 Penalty: 2136.899658
	Iteration 12Q: 3 clusters Score -103824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103837.054688 Penalty: 2136.899658
	Iteration 13Q: 3 clusters Score -103837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103842.226562 Penalty: 2136.899658
	Iteration 14Q: 3 clusters Score -103842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103844.476562 Penalty: 2136.899658
	Iteration 15Q: 3 clusters Score -103844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -103845.523438 Penalty: 2136.899658
	Iteration 16Q: 3 clusters Score -103845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103846.335938 Penalty: 2136.899658
	Iteration 17Q: 3 clusters Score -103846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103846.335938 Penalty: 2136.899658
	Iteration 18F: 3 clusters Score -103846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36606.980469 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36606.98 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 186 members 
Entering Unmasked Estep 
Score: -35765.914062 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35765.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36058.664062 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36058.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36184.687500 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -36184.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36224.742188 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36224.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36231.406250 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36231.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36245.687500 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36245.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36263.429688 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36263.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36265.871094 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36265.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36270.222656 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36270.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36272.484375 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36272.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36272.484375 Penalty: 1898.208496
	Iteration 10F: 3 clusters Score -36272.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -421479.250000 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -421479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -418606.687500 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -418606.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -419300.593750 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -419300.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -419438.843750 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -419438.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -419516.250000 Penalty: 2631.366699
	Iteration 3Q: 3 clusters Score -419516.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -419556.656250 Penalty: 2631.366699
	Iteration 4Q: 3 clusters Score -419556.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -419585.062500 Penalty: 2631.366699
	Iteration 5Q: 3 clusters Score -419585.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -419609.187500 Penalty: 2631.366699
	Iteration 6Q: 3 clusters Score -419609.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -419622.375000 Penalty: 2631.366699
	Iteration 7Q: 3 clusters Score -419622.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -419639.187500 Penalty: 2631.366699
	Iteration 8Q: 3 clusters Score -419639.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -419657.531250 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -419657.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -419679.093750 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -419679.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -419690.781250 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -419690.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -419703.281250 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -419703.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -419716.968750 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -419717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -419733.125000 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -419733.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419745.531250 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -419745.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -419755.937500 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -419755.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -419768.718750 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -419768.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -419782.875000 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -419782.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -419794.437500 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -419794.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -419805.781250 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -419805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -419811.781250 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -419811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -419817.906250 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -419817.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -419827.343750 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -419827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -419840.125000 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -419840.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419854.031250 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -419854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -419864.500000 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -419864.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -419875.062500 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -419875.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -419887.531250 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -419887.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419898.281250 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -419898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419905.218750 Penalty: 2631.366699
	Iteration 30Q: 3 clusters Score -419905.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -419909.031250 Penalty: 2631.366699
	Iteration 31Q: 3 clusters Score -419909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419914.500000 Penalty: 2631.366699
	Iteration 32Q: 3 clusters Score -419914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -419921.218750 Penalty: 2631.366699
	Iteration 33Q: 3 clusters Score -419921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -419926.906250 Penalty: 2631.366699
	Iteration 34Q: 3 clusters Score -419926.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -419937.437500 Penalty: 2631.366699
	Iteration 35Q: 3 clusters Score -419937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -419948.125000 Penalty: 2631.366699
	Iteration 36Q: 3 clusters Score -419948.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419961.062500 Penalty: 2631.366699
	Iteration 37Q: 3 clusters Score -419961.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419975.625000 Penalty: 2631.366699
	Iteration 38Q: 3 clusters Score -419975.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -419988.375000 Penalty: 2631.366699
	Iteration 39Q: 3 clusters Score -419988.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -419999.968750 Penalty: 2631.366699
	Iteration 40F: 3 clusters Score -420000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420007.656250 Penalty: 2631.366699
	Iteration 41Q: 3 clusters Score -420007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420013.562500 Penalty: 2631.366699
	Iteration 42Q: 3 clusters Score -420013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -420018.406250 Penalty: 2631.366699
	Iteration 43Q: 3 clusters Score -420018.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -420024.750000 Penalty: 2631.366699
	Iteration 44Q: 3 clusters Score -420024.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -420029.968750 Penalty: 2631.366699
	Iteration 45Q: 3 clusters Score -420030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420037.156250 Penalty: 2631.366699
	Iteration 46Q: 3 clusters Score -420037.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -420042.375000 Penalty: 2631.366699
	Iteration 47Q: 3 clusters Score -420042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -420045.281250 Penalty: 2631.366699
	Iteration 48Q: 3 clusters Score -420045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -420048.031250 Penalty: 2631.366699
	Iteration 49Q: 3 clusters Score -420048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420050.218750 Penalty: 2631.366699
	Iteration 50Q: 3 clusters Score -420050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -420052.156250 Penalty: 2631.366699
	Iteration 51Q: 3 clusters Score -420052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -420052.281250 Penalty: 2631.366699
	Iteration 52Q: 3 clusters Score -420052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -420054.937500 Penalty: 2631.366699
	Iteration 53Q: 3 clusters Score -420054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -420057.718750 Penalty: 2631.366699
	Iteration 54Q: 3 clusters Score -420057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -420059.593750 Penalty: 2631.366699
	Iteration 55Q: 3 clusters Score -420059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -420063.500000 Penalty: 2631.366699
	Iteration 56Q: 3 clusters Score -420063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -420066.250000 Penalty: 2631.366699
	Iteration 57Q: 3 clusters Score -420066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -420066.718750 Penalty: 2631.366699
	Iteration 58Q: 3 clusters Score -420066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -420067.125000 Penalty: 2631.366699
	Iteration 59Q: 3 clusters Score -420067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -420067.937500 Penalty: 2631.366699
	Iteration 60F: 3 clusters Score -420067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -420068.812500 Penalty: 2631.366699
	Iteration 61Q: 3 clusters Score -420068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -420068.968750 Penalty: 2631.366699
	Iteration 62Q: 3 clusters Score -420069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -420069.062500 Penalty: 2631.366699
	Iteration 63Q: 3 clusters Score -420069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -420069.062500 Penalty: 2631.366699
	Iteration 64F: 3 clusters Score -420069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -188937.812500 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -188937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187055.890625 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -187055.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187693.328125 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -187693.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187925.671875 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -187925.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188134.031250 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -188134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188269.890625 Penalty: 2415.364990
	Iteration 4F: 3 clusters Score -188269.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188388.781250 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -188388.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188472.890625 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -188472.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188536.656250 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -188536.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188584.328125 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -188584.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188611.656250 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -188611.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188630.281250 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -188630.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188646.484375 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -188646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188656.656250 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -188656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -188664.359375 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -188664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188670.515625 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -188670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188678.906250 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -188678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188692.234375 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -188692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188705.359375 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -188705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188710.687500 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -188710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188713.531250 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -188713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -188714.953125 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -188715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188715.578125 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -188715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188715.578125 Penalty: 2415.364990
	Iteration 22F: 3 clusters Score -188715.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -455109.093750 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -455109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -452090.093750 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -452090.1 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -452949.781250 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -452949.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -453236.156250 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -453236.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -453440.718750 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -453440.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -453634.531250 Penalty: 2650.772461
	Iteration 4F: 3 clusters Score -453634.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -453845.687500 Penalty: 2650.772461
	Iteration 5F: 3 clusters Score -453845.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -454083.843750 Penalty: 2650.772461
	Iteration 6F: 3 clusters Score -454083.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -454301.031250 Penalty: 2650.772461
	Iteration 7Q: 3 clusters Score -454301 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -454422.375000 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -454422.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -454488.718750 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -454488.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -454525.843750 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -454525.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -454551.000000 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -454551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -454567.218750 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -454567.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -454577.406250 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -454577.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -454589.156250 Penalty: 2650.772461
	Iteration 14Q: 3 clusters Score -454589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -454600.937500 Penalty: 2650.772461
	Iteration 15Q: 3 clusters Score -454600.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -454614.406250 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -454614.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -454622.187500 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -454622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -454626.156250 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -454626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -454627.093750 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -454627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -454629.250000 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -454629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -454629.968750 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -454630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -454632.125000 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -454632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -454632.187500 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -454632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -454633.750000 Penalty: 2650.772461
	Iteration 24Q: 3 clusters Score -454633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -454634.843750 Penalty: 2650.772461
	Iteration 25Q: 3 clusters Score -454634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -454637.531250 Penalty: 2650.772461
	Iteration 26Q: 3 clusters Score -454637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -454639.781250 Penalty: 2650.772461
	Iteration 27Q: 3 clusters Score -454639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -454645.718750 Penalty: 2650.772461
	Iteration 28Q: 3 clusters Score -454645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -454648.718750 Penalty: 2650.772461
	Iteration 29Q: 3 clusters Score -454648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -454648.843750 Penalty: 2650.772461
	Iteration 30Q: 3 clusters Score -454648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -454649.500000 Penalty: 2650.772461
	Iteration 31Q: 3 clusters Score -454649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -454649.218750 Penalty: 2650.772461
	Iteration 32Q: 3 clusters Score -454649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -454649.218750 Penalty: 2650.772461
	Iteration 33F: 3 clusters Score -454649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -472604.000000 Penalty: 1334.674561
	Iteration 0F: 2 clusters Score -472604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -469454.906250 Penalty: 2669.349121
	Iteration 0F: 3 clusters Score -469454.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -470301.250000 Penalty: 2669.349121
	Iteration 1F: 3 clusters Score -470301.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -470546.968750 Penalty: 2669.349121
	Iteration 2F: 3 clusters Score -470547 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -470710.906250 Penalty: 2669.349121
	Iteration 3F: 3 clusters Score -470710.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -470812.906250 Penalty: 2669.349121
	Iteration 4Q: 3 clusters Score -470812.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -470904.656250 Penalty: 2669.349121
	Iteration 5Q: 3 clusters Score -470904.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -470979.687500 Penalty: 2669.349121
	Iteration 6Q: 3 clusters Score -470979.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -471045.812500 Penalty: 2669.349121
	Iteration 7Q: 3 clusters Score -471045.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -471109.093750 Penalty: 2669.349121
	Iteration 8Q: 3 clusters Score -471109.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -471176.562500 Penalty: 2669.349121
	Iteration 9Q: 3 clusters Score -471176.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -471223.937500 Penalty: 2669.349121
	Iteration 10Q: 3 clusters Score -471223.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -471262.250000 Penalty: 2669.349121
	Iteration 11Q: 3 clusters Score -471262.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -471290.375000 Penalty: 2669.349121
	Iteration 12Q: 3 clusters Score -471290.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471312.812500 Penalty: 2669.349121
	Iteration 13Q: 3 clusters Score -471312.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -471324.375000 Penalty: 2669.349121
	Iteration 14Q: 3 clusters Score -471324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -471332.406250 Penalty: 2669.349121
	Iteration 15Q: 3 clusters Score -471332.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -471340.531250 Penalty: 2669.349121
	Iteration 16Q: 3 clusters Score -471340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -471344.750000 Penalty: 2669.349121
	Iteration 17Q: 3 clusters Score -471344.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471347.781250 Penalty: 2669.349121
	Iteration 18Q: 3 clusters Score -471347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -471352.187500 Penalty: 2669.349121
	Iteration 19Q: 3 clusters Score -471352.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -471360.218750 Penalty: 2669.349121
	Iteration 20F: 3 clusters Score -471360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471366.875000 Penalty: 2669.349121
	Iteration 21Q: 3 clusters Score -471366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -471374.093750 Penalty: 2669.349121
	Iteration 22Q: 3 clusters Score -471374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471383.906250 Penalty: 2669.349121
	Iteration 23Q: 3 clusters Score -471383.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -471396.843750 Penalty: 2669.349121
	Iteration 24Q: 3 clusters Score -471396.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -471405.093750 Penalty: 2669.349121
	Iteration 25Q: 3 clusters Score -471405.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -471416.250000 Penalty: 2669.349121
	Iteration 26Q: 3 clusters Score -471416.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -471423.812500 Penalty: 2669.349121
	Iteration 27Q: 3 clusters Score -471423.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471432.875000 Penalty: 2669.349121
	Iteration 28Q: 3 clusters Score -471432.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -471442.437500 Penalty: 2669.349121
	Iteration 29Q: 3 clusters Score -471442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -471453.812500 Penalty: 2669.349121
	Iteration 30Q: 3 clusters Score -471453.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -471468.093750 Penalty: 2669.349121
	Iteration 31Q: 3 clusters Score -471468.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -471478.375000 Penalty: 2669.349121
	Iteration 32Q: 3 clusters Score -471478.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -471486.343750 Penalty: 2669.349121
	Iteration 33Q: 3 clusters Score -471486.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -471498.687500 Penalty: 2669.349121
	Iteration 34Q: 3 clusters Score -471498.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -471513.625000 Penalty: 2669.349121
	Iteration 35Q: 3 clusters Score -471513.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -471528.281250 Penalty: 2669.349121
	Iteration 36Q: 3 clusters Score -471528.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -471549.843750 Penalty: 2669.349121
	Iteration 37Q: 3 clusters Score -471549.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -471570.125000 Penalty: 2669.349121
	Iteration 38Q: 3 clusters Score -471570.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -471587.812500 Penalty: 2669.349121
	Iteration 39Q: 3 clusters Score -471587.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -471607.875000 Penalty: 2669.349121
	Iteration 40F: 3 clusters Score -471607.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -471630.656250 Penalty: 2669.349121
	Iteration 41Q: 3 clusters Score -471630.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -471662.031250 Penalty: 2669.349121
	Iteration 42Q: 3 clusters Score -471662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -471696.937500 Penalty: 2669.349121
	Iteration 43Q: 3 clusters Score -471696.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -471726.875000 Penalty: 2669.349121
	Iteration 44Q: 3 clusters Score -471726.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -471749.187500 Penalty: 2669.349121
	Iteration 45Q: 3 clusters Score -471749.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -471764.531250 Penalty: 2669.349121
	Iteration 46Q: 3 clusters Score -471764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -471779.406250 Penalty: 2669.349121
	Iteration 47Q: 3 clusters Score -471779.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -471785.562500 Penalty: 2669.349121
	Iteration 48Q: 3 clusters Score -471785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -471791.687500 Penalty: 2669.349121
	Iteration 49Q: 3 clusters Score -471791.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -471799.812500 Penalty: 2669.349121
	Iteration 50Q: 3 clusters Score -471799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -471809.156250 Penalty: 2669.349121
	Iteration 51Q: 3 clusters Score -471809.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -471818.218750 Penalty: 2669.349121
	Iteration 52Q: 3 clusters Score -471818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -471823.250000 Penalty: 2669.349121
	Iteration 53Q: 3 clusters Score -471823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -471829.031250 Penalty: 2669.349121
	Iteration 54Q: 3 clusters Score -471829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -471836.062500 Penalty: 2669.349121
	Iteration 55Q: 3 clusters Score -471836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -471840.406250 Penalty: 2669.349121
	Iteration 56Q: 3 clusters Score -471840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -471844.937500 Penalty: 2669.349121
	Iteration 57Q: 3 clusters Score -471844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -471847.781250 Penalty: 2669.349121
	Iteration 58Q: 3 clusters Score -471847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -471847.937500 Penalty: 2669.349121
	Iteration 59Q: 3 clusters Score -471847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -471847.968750 Penalty: 2669.349121
	Iteration 60F: 3 clusters Score -471848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -471848.781250 Penalty: 2669.349121
	Iteration 61Q: 3 clusters Score -471848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -471848.593750 Penalty: 2669.349121
	Iteration 62Q: 3 clusters Score -471848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -471850.000000 Penalty: 2669.349121
	Iteration 63Q: 3 clusters Score -471850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -471850.000000 Penalty: 2669.349121
	Iteration 64F: 3 clusters Score -471850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -44489.816406 Penalty: 976.032410
	Iteration 0F: 2 clusters Score -44489.82 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 196 members 
Entering Unmasked Estep 
Score: -43630.781250 Penalty: 1952.064819
	Iteration 0F: 3 clusters Score -43630.78 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43962.765625 Penalty: 1952.064819
	Iteration 1F: 3 clusters Score -43962.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44063.070312 Penalty: 1952.064819
	Iteration 2F: 3 clusters Score -44063.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44126.187500 Penalty: 1952.064819
	Iteration 3Q: 3 clusters Score -44126.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44163.492188 Penalty: 1952.064819
	Iteration 4Q: 3 clusters Score -44163.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44181.503906 Penalty: 1952.064819
	Iteration 5Q: 3 clusters Score -44181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44189.281250 Penalty: 1952.064819
	Iteration 6Q: 3 clusters Score -44189.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44194.183594 Penalty: 1952.064819
	Iteration 7Q: 3 clusters Score -44194.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44194.183594 Penalty: 1952.064819
	Iteration 8F: 3 clusters Score -44194.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -629501.625000 Penalty: 1381.785767
	Iteration 0F: 2 clusters Score -629501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -625542.812500 Penalty: 2763.571533
	Iteration 0F: 3 clusters Score -625542.8 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -626648.312500 Penalty: 2763.571533
	Iteration 1F: 3 clusters Score -626648.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -626846.562500 Penalty: 2763.571533
	Iteration 2F: 3 clusters Score -626846.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -626961.312500 Penalty: 2763.571533
	Iteration 3F: 3 clusters Score -626961.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -627047.625000 Penalty: 2763.571533
	Iteration 4Q: 3 clusters Score -627047.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -627119.937500 Penalty: 2763.571533
	Iteration 5Q: 3 clusters Score -627119.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -627193.937500 Penalty: 2763.571533
	Iteration 6Q: 3 clusters Score -627193.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -627285.687500 Penalty: 2763.571533
	Iteration 7Q: 3 clusters Score -627285.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -627378.062500 Penalty: 2763.571533
	Iteration 8Q: 3 clusters Score -627378.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -627478.687500 Penalty: 2763.571533
	Iteration 9Q: 3 clusters Score -627478.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -627577.187500 Penalty: 2763.571533
	Iteration 10Q: 3 clusters Score -627577.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -627651.500000 Penalty: 2763.571533
	Iteration 11Q: 3 clusters Score -627651.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -627716.750000 Penalty: 2763.571533
	Iteration 12Q: 3 clusters Score -627716.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -627772.250000 Penalty: 2763.571533
	Iteration 13Q: 3 clusters Score -627772.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -627826.437500 Penalty: 2763.571533
	Iteration 14Q: 3 clusters Score -627826.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -627870.000000 Penalty: 2763.571533
	Iteration 15Q: 3 clusters Score -627870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -627914.625000 Penalty: 2763.571533
	Iteration 16Q: 3 clusters Score -627914.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -627960.750000 Penalty: 2763.571533
	Iteration 17Q: 3 clusters Score -627960.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627999.125000 Penalty: 2763.571533
	Iteration 18Q: 3 clusters Score -627999.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -628037.062500 Penalty: 2763.571533
	Iteration 19Q: 3 clusters Score -628037.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -628062.625000 Penalty: 2763.571533
	Iteration 20F: 3 clusters Score -628062.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -628088.500000 Penalty: 2763.571533
	Iteration 21Q: 3 clusters Score -628088.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -628122.375000 Penalty: 2763.571533
	Iteration 22Q: 3 clusters Score -628122.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -628146.375000 Penalty: 2763.571533
	Iteration 23Q: 3 clusters Score -628146.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -628168.062500 Penalty: 2763.571533
	Iteration 24Q: 3 clusters Score -628168.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -628187.375000 Penalty: 2763.571533
	Iteration 25Q: 3 clusters Score -628187.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -628196.437500 Penalty: 2763.571533
	Iteration 26Q: 3 clusters Score -628196.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -628206.187500 Penalty: 2763.571533
	Iteration 27Q: 3 clusters Score -628206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -628216.500000 Penalty: 2763.571533
	Iteration 28Q: 3 clusters Score -628216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -628219.187500 Penalty: 2763.571533
	Iteration 29Q: 3 clusters Score -628219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -628223.375000 Penalty: 2763.571533
	Iteration 30Q: 3 clusters Score -628223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -628231.500000 Penalty: 2763.571533
	Iteration 31Q: 3 clusters Score -628231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -628236.875000 Penalty: 2763.571533
	Iteration 32Q: 3 clusters Score -628236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -628243.562500 Penalty: 2763.571533
	Iteration 33Q: 3 clusters Score -628243.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -628250.000000 Penalty: 2763.571533
	Iteration 34Q: 3 clusters Score -628250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -628257.062500 Penalty: 2763.571533
	Iteration 35Q: 3 clusters Score -628257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -628264.437500 Penalty: 2763.571533
	Iteration 36Q: 3 clusters Score -628264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -628269.062500 Penalty: 2763.571533
	Iteration 37Q: 3 clusters Score -628269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -628274.937500 Penalty: 2763.571533
	Iteration 38Q: 3 clusters Score -628274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -628278.625000 Penalty: 2763.571533
	Iteration 39Q: 3 clusters Score -628278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -628281.375000 Penalty: 2763.571533
	Iteration 40F: 3 clusters Score -628281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -628280.375000 Penalty: 2763.571533
	Iteration 41Q: 3 clusters Score -628280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -628280.375000 Penalty: 2763.571533
	Iteration 42F: 3 clusters Score -628280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -130683.265625 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -130683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129198.171875 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -129198.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129469.218750 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -129469.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129564.492188 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -129564.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129613.828125 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -129613.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129647.890625 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -129647.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129686.031250 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -129686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129721.742188 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -129721.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129737.210938 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -129737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129749.875000 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -129749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129760.289062 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -129760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129769.945312 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -129769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129780.289062 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -129780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129786.882812 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -129786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129789.343750 Penalty: 2249.538818
	Iteration 13Q: 3 clusters Score -129789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129790.531250 Penalty: 2249.538818
	Iteration 14Q: 3 clusters Score -129790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129791.320312 Penalty: 2249.538818
	Iteration 15Q: 3 clusters Score -129791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129791.320312 Penalty: 2249.538818
	Iteration 16F: 3 clusters Score -129791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -154122.234375 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -154122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152571.046875 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -152571 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152872.140625 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -152872.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152938.953125 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -152939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152977.218750 Penalty: 2296.878906
	Iteration 3Q: 3 clusters Score -152977.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153001.015625 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -153001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153018.953125 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -153019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153029.484375 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -153029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153034.828125 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -153034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153044.281250 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -153044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153053.250000 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -153053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153061.546875 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -153061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153067.875000 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -153067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153071.187500 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -153071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -153075.265625 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -153075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153079.187500 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -153079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153079.750000 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -153079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153081.125000 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -153081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153082.796875 Penalty: 2296.878906
	Iteration 17Q: 3 clusters Score -153082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153083.656250 Penalty: 2296.878906
	Iteration 18Q: 3 clusters Score -153083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153084.921875 Penalty: 2296.878906
	Iteration 19Q: 3 clusters Score -153084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153084.921875 Penalty: 2296.878906
	Iteration 20F: 3 clusters Score -153084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -1019905.375000 Penalty: 1454.966553
	Iteration 0F: 2 clusters Score -1019905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1014193.875000 Penalty: 2909.933105
	Iteration 0F: 3 clusters Score -1014194 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1015961.250000 Penalty: 2909.933105
	Iteration 1F: 3 clusters Score -1015961 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1016173.937500 Penalty: 2909.933105
	Iteration 2F: 3 clusters Score -1016174 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1016370.812500 Penalty: 2909.933105
	Iteration 3Q: 3 clusters Score -1016371 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1016600.187500 Penalty: 2909.933105
	Iteration 4F: 3 clusters Score -1016600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1016823.750000 Penalty: 2909.933105
	Iteration 5F: 3 clusters Score -1016824 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1017074.687500 Penalty: 2909.933105
	Iteration 6F: 3 clusters Score -1017075 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1017326.062500 Penalty: 2909.933105
	Iteration 7F: 3 clusters Score -1017326 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1017596.562500 Penalty: 2909.933105
	Iteration 8F: 3 clusters Score -1017597 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1017827.125000 Penalty: 2909.933105
	Iteration 9Q: 3 clusters Score -1017827 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1017985.250000 Penalty: 2909.933105
	Iteration 10Q: 3 clusters Score -1017985 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1018088.000000 Penalty: 2909.933105
	Iteration 11Q: 3 clusters Score -1018088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1018160.937500 Penalty: 2909.933105
	Iteration 12Q: 3 clusters Score -1018161 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1018231.250000 Penalty: 2909.933105
	Iteration 13Q: 3 clusters Score -1018231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1018279.562500 Penalty: 2909.933105
	Iteration 14Q: 3 clusters Score -1018280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1018327.750000 Penalty: 2909.933105
	Iteration 15Q: 3 clusters Score -1018328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1018375.250000 Penalty: 2909.933105
	Iteration 16Q: 3 clusters Score -1018375 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1018419.312500 Penalty: 2909.933105
	Iteration 17Q: 3 clusters Score -1018419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1018457.812500 Penalty: 2909.933105
	Iteration 18Q: 3 clusters Score -1018458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1018493.812500 Penalty: 2909.933105
	Iteration 19Q: 3 clusters Score -1018494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1018547.500000 Penalty: 2909.933105
	Iteration 20F: 3 clusters Score -1018548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1018602.625000 Penalty: 2909.933105
	Iteration 21Q: 3 clusters Score -1018603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1018666.250000 Penalty: 2909.933105
	Iteration 22Q: 3 clusters Score -1018666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1018740.812500 Penalty: 2909.933105
	Iteration 23Q: 3 clusters Score -1018741 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1018816.625000 Penalty: 2909.933105
	Iteration 24Q: 3 clusters Score -1018817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1018883.125000 Penalty: 2909.933105
	Iteration 25Q: 3 clusters Score -1018883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1018938.625000 Penalty: 2909.933105
	Iteration 26Q: 3 clusters Score -1018939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1018965.812500 Penalty: 2909.933105
	Iteration 27Q: 3 clusters Score -1018966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1018988.062500 Penalty: 2909.933105
	Iteration 28Q: 3 clusters Score -1018988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1019000.062500 Penalty: 2909.933105
	Iteration 29Q: 3 clusters Score -1019000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1019004.875000 Penalty: 2909.933105
	Iteration 30Q: 3 clusters Score -1019005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1019010.937500 Penalty: 2909.933105
	Iteration 31Q: 3 clusters Score -1019011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1019019.062500 Penalty: 2909.933105
	Iteration 32Q: 3 clusters Score -1019019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1019023.875000 Penalty: 2909.933105
	Iteration 33Q: 3 clusters Score -1019024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1019029.250000 Penalty: 2909.933105
	Iteration 34Q: 3 clusters Score -1019029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1019029.250000 Penalty: 2909.933105
	Iteration 35Q: 3 clusters Score -1019029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1019031.187500 Penalty: 2909.933105
	Iteration 36Q: 3 clusters Score -1019031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1019033.000000 Penalty: 2909.933105
	Iteration 37Q: 3 clusters Score -1019033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1019032.375000 Penalty: 2909.933105
	Iteration 38Q: 3 clusters Score -1019032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1019036.812500 Penalty: 2909.933105
	Iteration 39Q: 3 clusters Score -1019037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1019036.625000 Penalty: 2909.933105
	Iteration 40F: 3 clusters Score -1019037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1019035.375000 Penalty: 2909.933105
	Iteration 41Q: 3 clusters Score -1019035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1019037.750000 Penalty: 2909.933105
	Iteration 42Q: 3 clusters Score -1019038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1019037.437500 Penalty: 2909.933105
	Iteration 43Q: 3 clusters Score -1019037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1019038.562500 Penalty: 2909.933105
	Iteration 44Q: 3 clusters Score -1019039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1019040.000000 Penalty: 2909.933105
	Iteration 45Q: 3 clusters Score -1019040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1019037.125000 Penalty: 2909.933105
	Iteration 46Q: 3 clusters Score -1019037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1019037.562500 Penalty: 2909.933105
	Iteration 47Q: 3 clusters Score -1019038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1019037.562500 Penalty: 2909.933105
	Iteration 48F: 3 clusters Score -1019038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Entering Unmasked Estep 
Score: -10182425.000000 Penalty: 1823.350586
	Iteration 0F: 2 clusters Score -1.018242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -10134757.000000 Penalty: 3646.701172
	Iteration 0F: 3 clusters Score -1.013476e+07 nChanged 35281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -10155254.000000 Penalty: 3646.701172
	Iteration 1F: 3 clusters Score -1.015525e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -10156047.000000 Penalty: 3646.701172
	Iteration 2Q: 3 clusters Score -1.015605e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -10157015.000000 Penalty: 3646.701172
	Iteration 3Q: 3 clusters Score -1.015702e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -10158382.000000 Penalty: 3646.701172
	Iteration 4Q: 3 clusters Score -1.015838e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -10160095.000000 Penalty: 3646.701172
	Iteration 5Q: 3 clusters Score -1.01601e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -10162101.000000 Penalty: 3646.701172
	Iteration 6Q: 3 clusters Score -1.01621e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -10164284.000000 Penalty: 3646.701172
	Iteration 7F: 3 clusters Score -1.016428e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10166688.000000 Penalty: 3646.701172
	Iteration 8F: 3 clusters Score -1.016669e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -10168835.000000 Penalty: 3646.701172
	Iteration 9F: 3 clusters Score -1.016884e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -10170412.000000 Penalty: 3646.701172
	Iteration 10Q: 3 clusters Score -1.017041e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -10171316.000000 Penalty: 3646.701172
	Iteration 11Q: 3 clusters Score -1.017132e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -10171886.000000 Penalty: 3646.701172
	Iteration 12Q: 3 clusters Score -1.017189e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -10172366.000000 Penalty: 3646.701172
	Iteration 13Q: 3 clusters Score -1.017237e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -10172793.000000 Penalty: 3646.701172
	Iteration 14Q: 3 clusters Score -1.017279e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -10173166.000000 Penalty: 3646.701172
	Iteration 15Q: 3 clusters Score -1.017317e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -10173642.000000 Penalty: 3646.701172
	Iteration 16Q: 3 clusters Score -1.017364e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -10174123.000000 Penalty: 3646.701172
	Iteration 17Q: 3 clusters Score -1.017412e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -10174618.000000 Penalty: 3646.701172
	Iteration 18Q: 3 clusters Score -1.017462e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -10175155.000000 Penalty: 3646.701172
	Iteration 19Q: 3 clusters Score -1.017516e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -10175698.000000 Penalty: 3646.701172
	Iteration 20F: 3 clusters Score -1.01757e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -10176274.000000 Penalty: 3646.701172
	Iteration 21Q: 3 clusters Score -1.017627e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -10176874.000000 Penalty: 3646.701172
	Iteration 22Q: 3 clusters Score -1.017687e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -10177440.000000 Penalty: 3646.701172
	Iteration 23Q: 3 clusters Score -1.017744e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -10178064.000000 Penalty: 3646.701172
	Iteration 24Q: 3 clusters Score -1.017806e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10178656.000000 Penalty: 3646.701172
	Iteration 25Q: 3 clusters Score -1.017866e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10179185.000000 Penalty: 3646.701172
	Iteration 26Q: 3 clusters Score -1.017918e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10179708.000000 Penalty: 3646.701172
	Iteration 27Q: 3 clusters Score -1.017971e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10180062.000000 Penalty: 3646.701172
	Iteration 28Q: 3 clusters Score -1.018006e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10180372.000000 Penalty: 3646.701172
	Iteration 29Q: 3 clusters Score -1.018037e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10180578.000000 Penalty: 3646.701172
	Iteration 30Q: 3 clusters Score -1.018058e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10180689.000000 Penalty: 3646.701172
	Iteration 31Q: 3 clusters Score -1.018069e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10180754.000000 Penalty: 3646.701172
	Iteration 32Q: 3 clusters Score -1.018075e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10180827.000000 Penalty: 3646.701172
	Iteration 33Q: 3 clusters Score -1.018083e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10180859.000000 Penalty: 3646.701172
	Iteration 34Q: 3 clusters Score -1.018086e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10180880.000000 Penalty: 3646.701172
	Iteration 35Q: 3 clusters Score -1.018088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10180916.000000 Penalty: 3646.701172
	Iteration 36Q: 3 clusters Score -1.018092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10180921.000000 Penalty: 3646.701172
	Iteration 37Q: 3 clusters Score -1.018092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10180945.000000 Penalty: 3646.701172
	Iteration 38Q: 3 clusters Score -1.018094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10180954.000000 Penalty: 3646.701172
	Iteration 39Q: 3 clusters Score -1.018095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10180963.000000 Penalty: 3646.701172
	Iteration 40F: 3 clusters Score -1.018096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10180969.000000 Penalty: 3646.701172
	Iteration 41Q: 3 clusters Score -1.018097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10180974.000000 Penalty: 3646.701172
	Iteration 42Q: 3 clusters Score -1.018097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10180970.000000 Penalty: 3646.701172
	Iteration 43Q: 3 clusters Score -1.018097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10180975.000000 Penalty: 3646.701172
	Iteration 44Q: 3 clusters Score -1.018098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10180976.000000 Penalty: 3646.701172
	Iteration 45Q: 3 clusters Score -1.018098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10180970.000000 Penalty: 3646.701172
	Iteration 46Q: 3 clusters Score -1.018097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10180977.000000 Penalty: 3646.701172
	Iteration 47Q: 3 clusters Score -1.018098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10180985.000000 Penalty: 3646.701172
	Iteration 48Q: 3 clusters Score -1.018098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10180991.000000 Penalty: 3646.701172
	Iteration 49Q: 3 clusters Score -1.018099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10180978.000000 Penalty: 3646.701172
	Iteration 50Q: 3 clusters Score -1.018098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10180987.000000 Penalty: 3646.701172
	Iteration 51Q: 3 clusters Score -1.018099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10180992.000000 Penalty: 3646.701172
	Iteration 52Q: 3 clusters Score -1.018099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10180998.000000 Penalty: 3646.701172
	Iteration 53Q: 3 clusters Score -1.0181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10181005.000000 Penalty: 3646.701172
	Iteration 54Q: 3 clusters Score -1.0181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10180995.000000 Penalty: 3646.701172
	Iteration 55Q: 3 clusters Score -1.0181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10181002.000000 Penalty: 3646.701172
	Iteration 56Q: 3 clusters Score -1.0181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10181003.000000 Penalty: 3646.701172
	Iteration 57Q: 3 clusters Score -1.0181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10180992.000000 Penalty: 3646.701172
	Iteration 58Q: 3 clusters Score -1.018099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10180992.000000 Penalty: 3646.701172
	Iteration 59F: 3 clusters Score -1.018099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -112462.953125 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -112463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111105.250000 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -111105.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111464.492188 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -111464.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -111687.125000 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -111687.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111888.437500 Penalty: 2209.693115
	Iteration 3F: 3 clusters Score -111888.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111983.062500 Penalty: 2209.693115
	Iteration 4F: 3 clusters Score -111983.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112037.960938 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -112038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -112061.437500 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -112061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112076.648438 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -112076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112078.187500 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -112078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112078.414062 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -112078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112078.414062 Penalty: 2209.693115
	Iteration 10F: 3 clusters Score -112078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Entering Unmasked Estep 
Score: -4395756.500000 Penalty: 1695.161011
	Iteration 0F: 2 clusters Score -4395756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4372943.000000 Penalty: 3390.322021
	Iteration 0F: 3 clusters Score -4372943 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4382434.000000 Penalty: 3390.322021
	Iteration 1F: 3 clusters Score -4382434 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4383605.500000 Penalty: 3390.322021
	Iteration 2F: 3 clusters Score -4383606 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4384951.500000 Penalty: 3390.322021
	Iteration 3F: 3 clusters Score -4384952 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4386406.500000 Penalty: 3390.322021
	Iteration 4F: 3 clusters Score -4386406 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4387799.500000 Penalty: 3390.322021
	Iteration 5F: 3 clusters Score -4387800 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4389022.500000 Penalty: 3390.322021
	Iteration 6F: 3 clusters Score -4389022 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4389969.000000 Penalty: 3390.322021
	Iteration 7F: 3 clusters Score -4389969 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4390642.500000 Penalty: 3390.322021
	Iteration 8Q: 3 clusters Score -4390642 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4391221.500000 Penalty: 3390.322021
	Iteration 9Q: 3 clusters Score -4391222 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4391657.500000 Penalty: 3390.322021
	Iteration 10Q: 3 clusters Score -4391658 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4392017.500000 Penalty: 3390.322021
	Iteration 11Q: 3 clusters Score -4392018 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4392332.500000 Penalty: 3390.322021
	Iteration 12Q: 3 clusters Score -4392332 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4392580.500000 Penalty: 3390.322021
	Iteration 13Q: 3 clusters Score -4392580 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4392774.000000 Penalty: 3390.322021
	Iteration 14Q: 3 clusters Score -4392774 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4392922.500000 Penalty: 3390.322021
	Iteration 15Q: 3 clusters Score -4392922 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4393081.000000 Penalty: 3390.322021
	Iteration 16Q: 3 clusters Score -4393081 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4393214.500000 Penalty: 3390.322021
	Iteration 17Q: 3 clusters Score -4393214 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4393337.500000 Penalty: 3390.322021
	Iteration 18Q: 3 clusters Score -4393338 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4393427.500000 Penalty: 3390.322021
	Iteration 19Q: 3 clusters Score -4393428 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4393521.500000 Penalty: 3390.322021
	Iteration 20F: 3 clusters Score -4393522 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4393597.000000 Penalty: 3390.322021
	Iteration 21Q: 3 clusters Score -4393597 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4393673.000000 Penalty: 3390.322021
	Iteration 22Q: 3 clusters Score -4393673 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4393765.000000 Penalty: 3390.322021
	Iteration 23Q: 3 clusters Score -4393765 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4393860.000000 Penalty: 3390.322021
	Iteration 24Q: 3 clusters Score -4393860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4393955.500000 Penalty: 3390.322021
	Iteration 25Q: 3 clusters Score -4393956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4394042.500000 Penalty: 3390.322021
	Iteration 26Q: 3 clusters Score -4394042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4394121.500000 Penalty: 3390.322021
	Iteration 27Q: 3 clusters Score -4394122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4394172.500000 Penalty: 3390.322021
	Iteration 28Q: 3 clusters Score -4394172 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4394223.000000 Penalty: 3390.322021
	Iteration 29Q: 3 clusters Score -4394223 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4394301.500000 Penalty: 3390.322021
	Iteration 30Q: 3 clusters Score -4394302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4394393.000000 Penalty: 3390.322021
	Iteration 31Q: 3 clusters Score -4394393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4394431.500000 Penalty: 3390.322021
	Iteration 32Q: 3 clusters Score -4394432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4394498.000000 Penalty: 3390.322021
	Iteration 33Q: 3 clusters Score -4394498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4394552.000000 Penalty: 3390.322021
	Iteration 34Q: 3 clusters Score -4394552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4394580.500000 Penalty: 3390.322021
	Iteration 35Q: 3 clusters Score -4394580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4394633.500000 Penalty: 3390.322021
	Iteration 36Q: 3 clusters Score -4394634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4394682.000000 Penalty: 3390.322021
	Iteration 37Q: 3 clusters Score -4394682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4394729.500000 Penalty: 3390.322021
	Iteration 38Q: 3 clusters Score -4394730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4394759.000000 Penalty: 3390.322021
	Iteration 39Q: 3 clusters Score -4394759 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4394811.000000 Penalty: 3390.322021
	Iteration 40F: 3 clusters Score -4394811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4394852.000000 Penalty: 3390.322021
	Iteration 41Q: 3 clusters Score -4394852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4394905.000000 Penalty: 3390.322021
	Iteration 42Q: 3 clusters Score -4394905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4394940.000000 Penalty: 3390.322021
	Iteration 43Q: 3 clusters Score -4394940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4394979.500000 Penalty: 3390.322021
	Iteration 44Q: 3 clusters Score -4394980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4395011.500000 Penalty: 3390.322021
	Iteration 45Q: 3 clusters Score -4395012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4395021.500000 Penalty: 3390.322021
	Iteration 46Q: 3 clusters Score -4395022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4395050.000000 Penalty: 3390.322021
	Iteration 47Q: 3 clusters Score -4395050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4395072.000000 Penalty: 3390.322021
	Iteration 48Q: 3 clusters Score -4395072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4395085.000000 Penalty: 3390.322021
	Iteration 49Q: 3 clusters Score -4395085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4395092.000000 Penalty: 3390.322021
	Iteration 50Q: 3 clusters Score -4395092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4395105.000000 Penalty: 3390.322021
	Iteration 51Q: 3 clusters Score -4395105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4395109.500000 Penalty: 3390.322021
	Iteration 52Q: 3 clusters Score -4395110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4395117.500000 Penalty: 3390.322021
	Iteration 53Q: 3 clusters Score -4395118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4395122.500000 Penalty: 3390.322021
	Iteration 54Q: 3 clusters Score -4395122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4395123.000000 Penalty: 3390.322021
	Iteration 55Q: 3 clusters Score -4395123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4395128.500000 Penalty: 3390.322021
	Iteration 56Q: 3 clusters Score -4395128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4395125.500000 Penalty: 3390.322021
	Iteration 57Q: 3 clusters Score -4395126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4395123.500000 Penalty: 3390.322021
	Iteration 58Q: 3 clusters Score -4395124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4395127.000000 Penalty: 3390.322021
	Iteration 59Q: 3 clusters Score -4395127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4395128.000000 Penalty: 3390.322021
	Iteration 60F: 3 clusters Score -4395128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59345.671875 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -59345.67 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 250 members 
Entering Unmasked Estep 
Score: -58307.218750 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -58307.22 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58451.667969 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -58451.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58493.132812 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -58493.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58527.835938 Penalty: 2007.831909
	Iteration 3Q: 3 clusters Score -58527.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58554.613281 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -58554.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58563.140625 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -58563.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58573.460938 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -58573.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58583.898438 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -58583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58590.632812 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -58590.63 nChanged 3
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: -58593.160156 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -58593.16 nChanged 0
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: -58593.160156 Penalty: 2007.831909
	Iteration 10F: 3 clusters Score -58593.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Entering Unmasked Estep 
Score: -3463860.000000 Penalty: 1651.406372
	Iteration 0F: 2 clusters Score -3463860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3446321.500000 Penalty: 3302.812744
	Iteration 0F: 3 clusters Score -3446322 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3452818.500000 Penalty: 3302.812744
	Iteration 1F: 3 clusters Score -3452818 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3453175.250000 Penalty: 3302.812744
	Iteration 2Q: 3 clusters Score -3453175 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3453579.250000 Penalty: 3302.812744
	Iteration 3Q: 3 clusters Score -3453579 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3454034.500000 Penalty: 3302.812744
	Iteration 4Q: 3 clusters Score -3454034 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3454526.500000 Penalty: 3302.812744
	Iteration 5Q: 3 clusters Score -3454526 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3454948.250000 Penalty: 3302.812744
	Iteration 6Q: 3 clusters Score -3454948 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3455300.000000 Penalty: 3302.812744
	Iteration 7Q: 3 clusters Score -3455300 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3455576.750000 Penalty: 3302.812744
	Iteration 8Q: 3 clusters Score -3455577 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3455850.500000 Penalty: 3302.812744
	Iteration 9Q: 3 clusters Score -3455850 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3456202.500000 Penalty: 3302.812744
	Iteration 10Q: 3 clusters Score -3456202 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3456626.250000 Penalty: 3302.812744
	Iteration 11Q: 3 clusters Score -3456626 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3457180.500000 Penalty: 3302.812744
	Iteration 12Q: 3 clusters Score -3457180 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3457882.500000 Penalty: 3302.812744
	Iteration 13Q: 3 clusters Score -3457882 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3458664.000000 Penalty: 3302.812744
	Iteration 14Q: 3 clusters Score -3458664 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3459302.250000 Penalty: 3302.812744
	Iteration 15Q: 3 clusters Score -3459302 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3459688.500000 Penalty: 3302.812744
	Iteration 16Q: 3 clusters Score -3459688 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3459954.750000 Penalty: 3302.812744
	Iteration 17Q: 3 clusters Score -3459955 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3460169.750000 Penalty: 3302.812744
	Iteration 18Q: 3 clusters Score -3460170 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3460345.750000 Penalty: 3302.812744
	Iteration 19Q: 3 clusters Score -3460346 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3460557.750000 Penalty: 3302.812744
	Iteration 20F: 3 clusters Score -3460558 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3460719.750000 Penalty: 3302.812744
	Iteration 21Q: 3 clusters Score -3460720 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3460881.000000 Penalty: 3302.812744
	Iteration 22Q: 3 clusters Score -3460881 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3461032.500000 Penalty: 3302.812744
	Iteration 23Q: 3 clusters Score -3461032 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3461182.000000 Penalty: 3302.812744
	Iteration 24Q: 3 clusters Score -3461182 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3461315.250000 Penalty: 3302.812744
	Iteration 25Q: 3 clusters Score -3461315 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3461445.750000 Penalty: 3302.812744
	Iteration 26Q: 3 clusters Score -3461446 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3461581.750000 Penalty: 3302.812744
	Iteration 27Q: 3 clusters Score -3461582 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3461703.000000 Penalty: 3302.812744
	Iteration 28Q: 3 clusters Score -3461703 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3461820.250000 Penalty: 3302.812744
	Iteration 29Q: 3 clusters Score -3461820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3461922.500000 Penalty: 3302.812744
	Iteration 30Q: 3 clusters Score -3461922 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3462008.750000 Penalty: 3302.812744
	Iteration 31Q: 3 clusters Score -3462009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3462124.250000 Penalty: 3302.812744
	Iteration 32Q: 3 clusters Score -3462124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3462206.000000 Penalty: 3302.812744
	Iteration 33Q: 3 clusters Score -3462206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3462285.750000 Penalty: 3302.812744
	Iteration 34Q: 3 clusters Score -3462286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3462360.750000 Penalty: 3302.812744
	Iteration 35Q: 3 clusters Score -3462361 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3462431.750000 Penalty: 3302.812744
	Iteration 36Q: 3 clusters Score -3462432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3462504.250000 Penalty: 3302.812744
	Iteration 37Q: 3 clusters Score -3462504 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3462568.000000 Penalty: 3302.812744
	Iteration 38Q: 3 clusters Score -3462568 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3462617.750000 Penalty: 3302.812744
	Iteration 39Q: 3 clusters Score -3462618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3462668.250000 Penalty: 3302.812744
	Iteration 40F: 3 clusters Score -3462668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3462717.000000 Penalty: 3302.812744
	Iteration 41Q: 3 clusters Score -3462717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3462765.250000 Penalty: 3302.812744
	Iteration 42Q: 3 clusters Score -3462765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3462806.250000 Penalty: 3302.812744
	Iteration 43Q: 3 clusters Score -3462806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3462832.750000 Penalty: 3302.812744
	Iteration 44Q: 3 clusters Score -3462833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3462853.750000 Penalty: 3302.812744
	Iteration 45Q: 3 clusters Score -3462854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3462869.000000 Penalty: 3302.812744
	Iteration 46Q: 3 clusters Score -3462869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3462896.750000 Penalty: 3302.812744
	Iteration 47Q: 3 clusters Score -3462897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3462911.500000 Penalty: 3302.812744
	Iteration 48Q: 3 clusters Score -3462912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3462922.750000 Penalty: 3302.812744
	Iteration 49Q: 3 clusters Score -3462923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3462926.750000 Penalty: 3302.812744
	Iteration 50Q: 3 clusters Score -3462927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3462940.000000 Penalty: 3302.812744
	Iteration 51Q: 3 clusters Score -3462940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3462950.500000 Penalty: 3302.812744
	Iteration 52Q: 3 clusters Score -3462950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3462964.500000 Penalty: 3302.812744
	Iteration 53Q: 3 clusters Score -3462964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3462966.250000 Penalty: 3302.812744
	Iteration 54Q: 3 clusters Score -3462966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3462972.500000 Penalty: 3302.812744
	Iteration 55Q: 3 clusters Score -3462972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3462968.500000 Penalty: 3302.812744
	Iteration 56Q: 3 clusters Score -3462968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3462979.750000 Penalty: 3302.812744
	Iteration 57Q: 3 clusters Score -3462980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3462990.000000 Penalty: 3302.812744
	Iteration 58Q: 3 clusters Score -3462990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3462997.250000 Penalty: 3302.812744
	Iteration 59Q: 3 clusters Score -3462997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3462991.750000 Penalty: 3302.812744
	Iteration 60F: 3 clusters Score -3462992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3462999.500000 Penalty: 3302.812744
	Iteration 61Q: 3 clusters Score -3463000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3462997.250000 Penalty: 3302.812744
	Iteration 62Q: 3 clusters Score -3462997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3463012.500000 Penalty: 3302.812744
	Iteration 63Q: 3 clusters Score -3463012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3463019.750000 Penalty: 3302.812744
	Iteration 64Q: 3 clusters Score -3463020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3463024.000000 Penalty: 3302.812744
	Iteration 65Q: 3 clusters Score -3463024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3463031.750000 Penalty: 3302.812744
	Iteration 66Q: 3 clusters Score -3463032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3463026.500000 Penalty: 3302.812744
	Iteration 67Q: 3 clusters Score -3463026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3463030.250000 Penalty: 3302.812744
	Iteration 68Q: 3 clusters Score -3463030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3463032.750000 Penalty: 3302.812744
	Iteration 69Q: 3 clusters Score -3463033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3463031.500000 Penalty: 3302.812744
	Iteration 70Q: 3 clusters Score -3463032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3463035.750000 Penalty: 3302.812744
	Iteration 71Q: 3 clusters Score -3463036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3463036.750000 Penalty: 3302.812744
	Iteration 72Q: 3 clusters Score -3463037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3463036.750000 Penalty: 3302.812744
	Iteration 73Q: 3 clusters Score -3463037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3463036.750000 Penalty: 3302.812744
	Iteration 74F: 3 clusters Score -3463037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -188224.250000 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -188224.2 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 566 members 
Entering Unmasked Estep 
Score: -186705.218750 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -186705.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187040.734375 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -187040.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -187277.296875 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -187277.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187631.609375 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -187631.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -188098.046875 Penalty: 2294.096436
	Iteration 4F: 3 clusters Score -188098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188550.171875 Penalty: 2294.096436
	Iteration 5F: 3 clusters Score -188550.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -189036.562500 Penalty: 2294.096436
	Iteration 6F: 3 clusters Score -189036.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189777.453125 Penalty: 2294.096436
	Iteration 7F: 3 clusters Score -189777.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -191242.062500 Penalty: 2294.096436
	Iteration 8F: 3 clusters Score -191242.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -192477.921875 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -192477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -192940.250000 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -192940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -192984.906250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -192984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -192992.453125 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -192992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -192992.453125 Penalty: 2294.096436
	Iteration 13F: 3 clusters Score -192992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Entering Unmasked Estep 
Score: -68991192.000000 Penalty: 139235.093750
Splitting cluster 32 changes total score from -68986568.000000 to -68991192.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 33 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -61721.980469 Penalty: 1008.568604
	Iteration 0F: 2 clusters Score -61721.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60637.449219 Penalty: 2017.137207
	Iteration 0F: 3 clusters Score -60637.45 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60811.468750 Penalty: 2017.137207
	Iteration 1F: 3 clusters Score -60811.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60941.597656 Penalty: 2017.137207
	Iteration 2F: 3 clusters Score -60941.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61060.785156 Penalty: 2017.137207
	Iteration 3F: 3 clusters Score -61060.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61161.335938 Penalty: 2017.137207
	Iteration 4F: 3 clusters Score -61161.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61258.472656 Penalty: 2017.137207
	Iteration 5F: 3 clusters Score -61258.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61370.296875 Penalty: 2017.137207
	Iteration 6Q: 3 clusters Score -61370.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61426.714844 Penalty: 2017.137207
	Iteration 7Q: 3 clusters Score -61426.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61497.683594 Penalty: 2017.137207
	Iteration 8Q: 3 clusters Score -61497.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61608.488281 Penalty: 2017.137207
	Iteration 9Q: 3 clusters Score -61608.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61695.101562 Penalty: 2017.137207
	Iteration 10Q: 3 clusters Score -61695.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61837.996094 Penalty: 2017.137207
	Iteration 11F: 3 clusters Score -61838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61961.894531 Penalty: 2017.137207
	Iteration 12F: 3 clusters Score -61961.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62017.070312 Penalty: 2017.137207
	Iteration 13Q: 3 clusters Score -62017.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62035.417969 Penalty: 2017.137207
	Iteration 14Q: 3 clusters Score -62035.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62043.027344 Penalty: 2017.137207
	Iteration 15Q: 3 clusters Score -62043.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62044.722656 Penalty: 2017.137207
	Iteration 16Q: 3 clusters Score -62044.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62044.722656 Penalty: 2017.137207
	Iteration 17F: 3 clusters Score -62044.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Entering Unmasked Estep 
Score: -68990432.000000 Penalty: 141377.171875
Splitting cluster 33 changes total score from -68986568.000000 to -68990432.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 34 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -656949.437500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -656949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -652933.687500 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -652933.7 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -654256.625000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -654256.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -654599.312500 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -654599.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -655031.562500 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -655031.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -655491.125000 Penalty: 2767.567383
	Iteration 4F: 3 clusters Score -655491.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -655857.437500 Penalty: 2767.567383
	Iteration 5F: 3 clusters Score -655857.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -656069.000000 Penalty: 2767.567383
	Iteration 6F: 3 clusters Score -656069 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -656177.812500 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -656177.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -656239.687500 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -656239.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -656278.687500 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -656278.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -656303.312500 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -656303.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -656325.250000 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -656325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -656343.375000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -656343.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -656354.937500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -656354.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -656367.625000 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -656367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -656378.750000 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -656378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -656381.500000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -656381.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -656386.187500 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -656386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -656388.812500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -656388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -656389.125000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -656389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -656389.875000 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -656389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -38200.613281 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -38200.61 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 167 members 
Entering Unmasked Estep 
Score: -37407.718750 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -37407.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37660.542969 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -37660.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37799.835938 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -37799.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37902.695312 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -37902.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37944.734375 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -37944.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37953.859375 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -37953.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37986.980469 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -37986.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37999.468750 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -37999.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37999.468750 Penalty: 1886.668823
	Iteration 8F: 3 clusters Score -37999.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15396.893555 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15396.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15579.509766 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15579.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15630.215820 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15630.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15644.810547 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15644.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15646.925781 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15646.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15646.925781 Penalty: 1676.692993
	Iteration 5F: 3 clusters Score -15646.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Entering Unmasked Estep 
Score: -1545816.125000 Penalty: 1529.870239
	Iteration 0F: 2 clusters Score -1545816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1537156.750000 Penalty: 3059.740479
	Iteration 0F: 3 clusters Score -1537157 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1540310.125000 Penalty: 3059.740479
	Iteration 1F: 3 clusters Score -1540310 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1540684.250000 Penalty: 3059.740479
	Iteration 2F: 3 clusters Score -1540684 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1540988.125000 Penalty: 3059.740479
	Iteration 3F: 3 clusters Score -1540988 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1541253.125000 Penalty: 3059.740479
	Iteration 4Q: 3 clusters Score -1541253 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1541530.375000 Penalty: 3059.740479
	Iteration 5Q: 3 clusters Score -1541530 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1541890.125000 Penalty: 3059.740479
	Iteration 6Q: 3 clusters Score -1541890 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1542326.125000 Penalty: 3059.740479
	Iteration 7F: 3 clusters Score -1542326 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1542935.625000 Penalty: 3059.740479
	Iteration 8F: 3 clusters Score -1542936 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1543637.125000 Penalty: 3059.740479
	Iteration 9F: 3 clusters Score -1543637 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1544363.250000 Penalty: 3059.740479
	Iteration 10F: 3 clusters Score -1544363 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1544845.250000 Penalty: 3059.740479
	Iteration 11Q: 3 clusters Score -1544845 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1545150.875000 Penalty: 3059.740479
	Iteration 12Q: 3 clusters Score -1545151 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1545386.250000 Penalty: 3059.740479
	Iteration 13Q: 3 clusters Score -1545386 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1545578.500000 Penalty: 3059.740479
	Iteration 14Q: 3 clusters Score -1545578 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1545733.625000 Penalty: 3059.740479
	Iteration 15Q: 3 clusters Score -1545734 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1545843.875000 Penalty: 3059.740479
	Iteration 16Q: 3 clusters Score -1545844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1545905.000000 Penalty: 3059.740479
	Iteration 17Q: 3 clusters Score -1545905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1545929.375000 Penalty: 3059.740479
	Iteration 18Q: 3 clusters Score -1545929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1545948.875000 Penalty: 3059.740479
	Iteration 19Q: 3 clusters Score -1545949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1545963.000000 Penalty: 3059.740479
	Iteration 20F: 3 clusters Score -1545963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1545972.125000 Penalty: 3059.740479
	Iteration 21Q: 3 clusters Score -1545972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1545981.000000 Penalty: 3059.740479
	Iteration 22Q: 3 clusters Score -1545981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1545985.500000 Penalty: 3059.740479
	Iteration 23Q: 3 clusters Score -1545986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1545986.625000 Penalty: 3059.740479
	Iteration 24Q: 3 clusters Score -1545987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1545986.750000 Penalty: 3059.740479
	Iteration 25Q: 3 clusters Score -1545987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1545988.625000 Penalty: 3059.740479
	Iteration 26Q: 3 clusters Score -1545989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1545988.375000 Penalty: 3059.740479
	Iteration 27Q: 3 clusters Score -1545988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1545989.125000 Penalty: 3059.740479
	Iteration 28Q: 3 clusters Score -1545989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1545988.375000 Penalty: 3059.740479
	Iteration 29Q: 3 clusters Score -1545988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1545988.375000 Penalty: 3059.740479
	Iteration 30F: 3 clusters Score -1545988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Mstep: Class 67 contains 3895 members 
Entering Unmasked Estep 
Score: -68989968.000000 Penalty: 143519.250000
Splitting cluster 37 changes total score from -68986568.000000 to -68989968.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 38 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -445762.343750 Penalty: 1334.982422
	Iteration 0F: 2 clusters Score -445762.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -442589.218750 Penalty: 2669.964844
	Iteration 0F: 3 clusters Score -442589.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -443596.000000 Penalty: 2669.964844
	Iteration 1F: 3 clusters Score -443596 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -443892.125000 Penalty: 2669.964844
	Iteration 2F: 3 clusters Score -443892.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -444108.875000 Penalty: 2669.964844
	Iteration 3F: 3 clusters Score -444108.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -444241.781250 Penalty: 2669.964844
	Iteration 4F: 3 clusters Score -444241.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -444321.781250 Penalty: 2669.964844
	Iteration 5Q: 3 clusters Score -444321.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -444394.687500 Penalty: 2669.964844
	Iteration 6Q: 3 clusters Score -444394.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -444441.687500 Penalty: 2669.964844
	Iteration 7Q: 3 clusters Score -444441.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -444477.812500 Penalty: 2669.964844
	Iteration 8Q: 3 clusters Score -444477.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444514.562500 Penalty: 2669.964844
	Iteration 9Q: 3 clusters Score -444514.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -444551.625000 Penalty: 2669.964844
	Iteration 10Q: 3 clusters Score -444551.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -444599.687500 Penalty: 2669.964844
	Iteration 11Q: 3 clusters Score -444599.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -444645.843750 Penalty: 2669.964844
	Iteration 12Q: 3 clusters Score -444645.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -444689.875000 Penalty: 2669.964844
	Iteration 13Q: 3 clusters Score -444689.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -444719.531250 Penalty: 2669.964844
	Iteration 14Q: 3 clusters Score -444719.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -444752.062500 Penalty: 2669.964844
	Iteration 15Q: 3 clusters Score -444752.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -444789.312500 Penalty: 2669.964844
	Iteration 16Q: 3 clusters Score -444789.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -444828.187500 Penalty: 2669.964844
	Iteration 17Q: 3 clusters Score -444828.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -444861.125000 Penalty: 2669.964844
	Iteration 18Q: 3 clusters Score -444861.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444897.625000 Penalty: 2669.964844
	Iteration 19Q: 3 clusters Score -444897.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -444931.906250 Penalty: 2669.964844
	Iteration 20F: 3 clusters Score -444931.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -444969.437500 Penalty: 2669.964844
	Iteration 21Q: 3 clusters Score -444969.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -445002.156250 Penalty: 2669.964844
	Iteration 22Q: 3 clusters Score -445002.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -445025.593750 Penalty: 2669.964844
	Iteration 23Q: 3 clusters Score -445025.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -445044.906250 Penalty: 2669.964844
	Iteration 24Q: 3 clusters Score -445044.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -445060.687500 Penalty: 2669.964844
	Iteration 25Q: 3 clusters Score -445060.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -445071.406250 Penalty: 2669.964844
	Iteration 26Q: 3 clusters Score -445071.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -445087.625000 Penalty: 2669.964844
	Iteration 27Q: 3 clusters Score -445087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -445105.625000 Penalty: 2669.964844
	Iteration 28Q: 3 clusters Score -445105.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -445120.437500 Penalty: 2669.964844
	Iteration 29Q: 3 clusters Score -445120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -445127.406250 Penalty: 2669.964844
	Iteration 30Q: 3 clusters Score -445127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -445130.343750 Penalty: 2669.964844
	Iteration 31Q: 3 clusters Score -445130.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -445139.343750 Penalty: 2669.964844
	Iteration 32Q: 3 clusters Score -445139.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -445144.656250 Penalty: 2669.964844
	Iteration 33Q: 3 clusters Score -445144.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -445150.406250 Penalty: 2669.964844
	Iteration 34Q: 3 clusters Score -445150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -445156.593750 Penalty: 2669.964844
	Iteration 35Q: 3 clusters Score -445156.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -445161.187500 Penalty: 2669.964844
	Iteration 36Q: 3 clusters Score -445161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -445164.218750 Penalty: 2669.964844
	Iteration 37Q: 3 clusters Score -445164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -445166.343750 Penalty: 2669.964844
	Iteration 38Q: 3 clusters Score -445166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -445167.781250 Penalty: 2669.964844
	Iteration 39Q: 3 clusters Score -445167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -445168.843750 Penalty: 2669.964844
	Iteration 40F: 3 clusters Score -445168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -445170.093750 Penalty: 2669.964844
	Iteration 41Q: 3 clusters Score -445170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -445170.093750 Penalty: 2669.964844
	Iteration 42F: 3 clusters Score -445170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -22012.271484 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -22012.27 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 108 members 
Entering Unmasked Estep 
Score: -21330.769531 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -21330.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21417.904297 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -21417.9 nChanged 9
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: -21443.515625 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -21443.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21450.970703 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -21450.97 nChanged 3
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: -21457.755859 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -21457.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21458.654297 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -21458.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21458.654297 Penalty: 1725.187012
	Iteration 6F: 3 clusters Score -21458.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -612738.312500 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -612738.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -608861.187500 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -608861.2 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -609962.437500 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -609962.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -610135.937500 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -610135.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -610277.500000 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -610277.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -610399.750000 Penalty: 2754.888428
	Iteration 4Q: 3 clusters Score -610399.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -610502.062500 Penalty: 2754.888428
	Iteration 5Q: 3 clusters Score -610502.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -610602.187500 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -610602.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -610685.000000 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -610685 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -610765.062500 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -610765.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -610825.687500 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -610825.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -610894.062500 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -610894.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -610950.875000 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -610950.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -611014.187500 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -611014.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -611086.875000 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -611086.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -611169.187500 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -611169.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -611246.875000 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -611246.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -611324.187500 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -611324.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -611411.937500 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -611411.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -611486.562500 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -611486.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -611550.625000 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -611550.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -611608.125000 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -611608.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611650.500000 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -611650.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611684.812500 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -611684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -611702.625000 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -611702.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -611717.187500 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -611717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -611740.312500 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -611740.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -611754.250000 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -611754.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -611761.875000 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -611761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -611768.875000 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -611768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -611777.937500 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -611777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -611782.812500 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -611782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -611789.000000 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -611789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -611801.500000 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -611801.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -611811.875000 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -611811.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -611822.625000 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -611822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -611829.437500 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -611829.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -611840.375000 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -611840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -611849.000000 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -611849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -611863.812500 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -611863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -611873.125000 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -611873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -611884.437500 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -611884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -611894.250000 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -611894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -611906.875000 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -611906.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -611920.875000 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -611920.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -611930.312500 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -611930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -611933.625000 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -611933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -611934.875000 Penalty: 2754.888428
	Iteration 46Q: 3 clusters Score -611934.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -611934.875000 Penalty: 2754.888428
	Iteration 47F: 3 clusters Score -611934.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -244623.421875 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244623.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -245108.390625 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245108.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245284.390625 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245284.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245406.609375 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245406.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -245509.468750 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245509.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -245591.062500 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245591.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -245657.515625 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245657.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -245707.421875 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245707.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -245728.953125 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -245743.515625 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -245753.234375 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -245758.453125 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -245764.890625 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -245778.890625 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -245786.484375 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -245792.125000 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245795.343750 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -245797.562500 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -245800.312500 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -245802.562500 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245806.718750 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245811.281250 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245813.062500 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -245815.515625 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245819.265625 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245823.093750 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245825.531250 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -245825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245826.750000 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -245826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245827.468750 Penalty: 2453.964844
	Iteration 28Q: 3 clusters Score -245827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245828.218750 Penalty: 2453.964844
	Iteration 29Q: 3 clusters Score -245828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245829.109375 Penalty: 2453.964844
	Iteration 30Q: 3 clusters Score -245829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245829.109375 Penalty: 2453.964844
	Iteration 31F: 3 clusters Score -245829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -23724.703125 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -23724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22757.603516 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -22757.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23402.089844 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -23402.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23917.000000 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -23917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24112.677734 Penalty: 2074.639648
	Iteration 3F: 3 clusters Score -24112.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24280.613281 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -24280.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24408.718750 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -24408.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24505.226562 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -24505.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24562.802734 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -24562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24575.835938 Penalty: 2074.639648
	Iteration 8Q: 3 clusters Score -24575.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24579.568359 Penalty: 2074.639648
	Iteration 9Q: 3 clusters Score -24579.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24579.568359 Penalty: 2074.639648
	Iteration 10F: 3 clusters Score -24579.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 36011 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Mstep: Class 67 contains 3895 members 
Mstep: Class 68 contains 236 members 
Entering Unmasked Estep 
Score: -68989712.000000 Penalty: 145661.328125
Splitting cluster 42 changes total score from -68986568.000000 to -68989712.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 43 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -196185.500000 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -196185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194408.515625 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -194408.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194810.343750 Penalty: 2375.493896
	Iteration 1F: 3 clusters Score -194810.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194931.296875 Penalty: 2375.493896
	Iteration 2F: 3 clusters Score -194931.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195015.796875 Penalty: 2375.493896
	Iteration 3F: 3 clusters Score -195015.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195077.859375 Penalty: 2375.493896
	Iteration 4Q: 3 clusters Score -195077.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195131.765625 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -195131.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195187.062500 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -195187.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -195233.125000 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -195233.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195272.531250 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -195272.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -195317.843750 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -195317.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195363.015625 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -195363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195406.156250 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -195406.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -195474.062500 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -195474.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -195601.625000 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -195601.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -195698.515625 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -195698.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195743.921875 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -195743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -195758.031250 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -195758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -195773.031250 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -195773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195783.718750 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -195783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195785.593750 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -195785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195788.531250 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -195788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -195792.093750 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -195792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -195795.218750 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -195795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -195796.062500 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -195796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195796.203125 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -195796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195796.203125 Penalty: 2375.493896
	Iteration 25F: 3 clusters Score -195796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (74148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Entering Unmasked Estep 
Score: -10120532.000000 Penalty: 1822.245483
	Iteration 0F: 2 clusters Score -1.012053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -10075069.000000 Penalty: 3644.490967
	Iteration 0F: 3 clusters Score -1.007507e+07 nChanged 35352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -10095231.000000 Penalty: 3644.490967
	Iteration 1F: 3 clusters Score -1.009523e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -10095597.000000 Penalty: 3644.490967
	Iteration 2Q: 3 clusters Score -1.00956e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -10096120.000000 Penalty: 3644.490967
	Iteration 3Q: 3 clusters Score -1.009612e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -10096621.000000 Penalty: 3644.490967
	Iteration 4Q: 3 clusters Score -1.009662e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -10097476.000000 Penalty: 3644.490967
	Iteration 5Q: 3 clusters Score -1.009748e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -10098576.000000 Penalty: 3644.490967
	Iteration 6Q: 3 clusters Score -1.009858e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -10100452.000000 Penalty: 3644.490967
	Iteration 7Q: 3 clusters Score -1.010045e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -10103196.000000 Penalty: 3644.490967
	Iteration 8F: 3 clusters Score -1.01032e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -10106372.000000 Penalty: 3644.490967
	Iteration 9F: 3 clusters Score -1.010637e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -10109578.000000 Penalty: 3644.490967
	Iteration 10F: 3 clusters Score -1.010958e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -10112247.000000 Penalty: 3644.490967
	Iteration 11F: 3 clusters Score -1.011225e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -10114050.000000 Penalty: 3644.490967
	Iteration 12Q: 3 clusters Score -1.011405e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -10115268.000000 Penalty: 3644.490967
	Iteration 13Q: 3 clusters Score -1.011527e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -10116090.000000 Penalty: 3644.490967
	Iteration 14Q: 3 clusters Score -1.011609e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -10116600.000000 Penalty: 3644.490967
	Iteration 15Q: 3 clusters Score -1.01166e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -10116951.000000 Penalty: 3644.490967
	Iteration 16Q: 3 clusters Score -1.011695e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -10117171.000000 Penalty: 3644.490967
	Iteration 17Q: 3 clusters Score -1.011717e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -10117333.000000 Penalty: 3644.490967
	Iteration 18Q: 3 clusters Score -1.011733e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -10117540.000000 Penalty: 3644.490967
	Iteration 19Q: 3 clusters Score -1.011754e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -10117700.000000 Penalty: 3644.490967
	Iteration 20F: 3 clusters Score -1.01177e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -10117883.000000 Penalty: 3644.490967
	Iteration 21Q: 3 clusters Score -1.011788e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -10118027.000000 Penalty: 3644.490967
	Iteration 22Q: 3 clusters Score -1.011803e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -10118154.000000 Penalty: 3644.490967
	Iteration 23Q: 3 clusters Score -1.011815e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -10118275.000000 Penalty: 3644.490967
	Iteration 24Q: 3 clusters Score -1.011828e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -10118412.000000 Penalty: 3644.490967
	Iteration 25Q: 3 clusters Score -1.011841e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -10118565.000000 Penalty: 3644.490967
	Iteration 26Q: 3 clusters Score -1.011856e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -10118634.000000 Penalty: 3644.490967
	Iteration 27Q: 3 clusters Score -1.011863e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -10118740.000000 Penalty: 3644.490967
	Iteration 28Q: 3 clusters Score -1.011874e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -10118799.000000 Penalty: 3644.490967
	Iteration 29Q: 3 clusters Score -1.01188e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -10118864.000000 Penalty: 3644.490967
	Iteration 30Q: 3 clusters Score -1.011886e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -10118923.000000 Penalty: 3644.490967
	Iteration 31Q: 3 clusters Score -1.011892e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -10118992.000000 Penalty: 3644.490967
	Iteration 32Q: 3 clusters Score -1.011899e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -10119035.000000 Penalty: 3644.490967
	Iteration 33Q: 3 clusters Score -1.011904e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -10119045.000000 Penalty: 3644.490967
	Iteration 34Q: 3 clusters Score -1.011904e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -10119086.000000 Penalty: 3644.490967
	Iteration 35Q: 3 clusters Score -1.011909e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -10119089.000000 Penalty: 3644.490967
	Iteration 36Q: 3 clusters Score -1.011909e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -10119120.000000 Penalty: 3644.490967
	Iteration 37Q: 3 clusters Score -1.011912e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -10119116.000000 Penalty: 3644.490967
	Iteration 38Q: 3 clusters Score -1.011912e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -10119112.000000 Penalty: 3644.490967
	Iteration 39Q: 3 clusters Score -1.011911e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -10119135.000000 Penalty: 3644.490967
	Iteration 40F: 3 clusters Score -1.011914e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -10119166.000000 Penalty: 3644.490967
	Iteration 41Q: 3 clusters Score -1.011917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -10119178.000000 Penalty: 3644.490967
	Iteration 42Q: 3 clusters Score -1.011918e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -10119205.000000 Penalty: 3644.490967
	Iteration 43Q: 3 clusters Score -1.01192e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -10119239.000000 Penalty: 3644.490967
	Iteration 44Q: 3 clusters Score -1.011924e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -10119254.000000 Penalty: 3644.490967
	Iteration 45Q: 3 clusters Score -1.011925e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -10119239.000000 Penalty: 3644.490967
	Iteration 46Q: 3 clusters Score -1.011924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -10119238.000000 Penalty: 3644.490967
	Iteration 47Q: 3 clusters Score -1.011924e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -10119266.000000 Penalty: 3644.490967
	Iteration 48Q: 3 clusters Score -1.011927e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -10119277.000000 Penalty: 3644.490967
	Iteration 49Q: 3 clusters Score -1.011928e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -10119279.000000 Penalty: 3644.490967
	Iteration 50Q: 3 clusters Score -1.011928e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -10119280.000000 Penalty: 3644.490967
	Iteration 51Q: 3 clusters Score -1.011928e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -10119290.000000 Penalty: 3644.490967
	Iteration 52Q: 3 clusters Score -1.011929e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -10119282.000000 Penalty: 3644.490967
	Iteration 53Q: 3 clusters Score -1.011928e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10119283.000000 Penalty: 3644.490967
	Iteration 54Q: 3 clusters Score -1.011928e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -10119260.000000 Penalty: 3644.490967
	Iteration 55Q: 3 clusters Score -1.011926e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -10119264.000000 Penalty: 3644.490967
	Iteration 56Q: 3 clusters Score -1.011926e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -10119287.000000 Penalty: 3644.490967
	Iteration 57Q: 3 clusters Score -1.011929e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -10119293.000000 Penalty: 3644.490967
	Iteration 58Q: 3 clusters Score -1.011929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -10119293.000000 Penalty: 3644.490967
	Iteration 59Q: 3 clusters Score -1.011929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -10119289.000000 Penalty: 3644.490967
	Iteration 60F: 3 clusters Score -1.011929e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -10119287.000000 Penalty: 3644.490967
	Iteration 61Q: 3 clusters Score -1.011929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -10119297.000000 Penalty: 3644.490967
	Iteration 62Q: 3 clusters Score -1.01193e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10119298.000000 Penalty: 3644.490967
	Iteration 63Q: 3 clusters Score -1.01193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -10119287.000000 Penalty: 3644.490967
	Iteration 64Q: 3 clusters Score -1.011929e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10119302.000000 Penalty: 3644.490967
	Iteration 65Q: 3 clusters Score -1.01193e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -10119299.000000 Penalty: 3644.490967
	Iteration 66Q: 3 clusters Score -1.01193e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -10119317.000000 Penalty: 3644.490967
	Iteration 67Q: 3 clusters Score -1.011932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10119326.000000 Penalty: 3644.490967
	Iteration 68Q: 3 clusters Score -1.011933e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -10119327.000000 Penalty: 3644.490967
	Iteration 69Q: 3 clusters Score -1.011933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -10119341.000000 Penalty: 3644.490967
	Iteration 70Q: 3 clusters Score -1.011934e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -10119332.000000 Penalty: 3644.490967
	Iteration 71Q: 3 clusters Score -1.011933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -10119315.000000 Penalty: 3644.490967
	Iteration 72Q: 3 clusters Score -1.011932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -10119320.000000 Penalty: 3644.490967
	Iteration 73Q: 3 clusters Score -1.011932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10119339.000000 Penalty: 3644.490967
	Iteration 74Q: 3 clusters Score -1.011934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10119340.000000 Penalty: 3644.490967
	Iteration 75Q: 3 clusters Score -1.011934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -10119359.000000 Penalty: 3644.490967
	Iteration 76Q: 3 clusters Score -1.011936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -10119349.000000 Penalty: 3644.490967
	Iteration 77Q: 3 clusters Score -1.011935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10119352.000000 Penalty: 3644.490967
	Iteration 78Q: 3 clusters Score -1.011935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -10119362.000000 Penalty: 3644.490967
	Iteration 79Q: 3 clusters Score -1.011936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -10119369.000000 Penalty: 3644.490967
	Iteration 80F: 3 clusters Score -1.011937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10119359.000000 Penalty: 3644.490967
	Iteration 81Q: 3 clusters Score -1.011936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10119343.000000 Penalty: 3644.490967
	Iteration 82Q: 3 clusters Score -1.011934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10119371.000000 Penalty: 3644.490967
	Iteration 83Q: 3 clusters Score -1.011937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -10119377.000000 Penalty: 3644.490967
	Iteration 84Q: 3 clusters Score -1.011938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10119377.000000 Penalty: 3644.490967
	Iteration 85Q: 3 clusters Score -1.011938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -10119381.000000 Penalty: 3644.490967
	Iteration 86Q: 3 clusters Score -1.011938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10119385.000000 Penalty: 3644.490967
	Iteration 87Q: 3 clusters Score -1.011938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10119387.000000 Penalty: 3644.490967
	Iteration 88Q: 3 clusters Score -1.011939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10119390.000000 Penalty: 3644.490967
	Iteration 89Q: 3 clusters Score -1.011939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -10119409.000000 Penalty: 3644.490967
	Iteration 90Q: 3 clusters Score -1.011941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10119408.000000 Penalty: 3644.490967
	Iteration 91Q: 3 clusters Score -1.011941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10119408.000000 Penalty: 3644.490967
	Iteration 92Q: 3 clusters Score -1.011941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10119399.000000 Penalty: 3644.490967
	Iteration 93Q: 3 clusters Score -1.01194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -10119395.000000 Penalty: 3644.490967
	Iteration 94Q: 3 clusters Score -1.01194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -10119401.000000 Penalty: 3644.490967
	Iteration 95Q: 3 clusters Score -1.01194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -10119406.000000 Penalty: 3644.490967
	Iteration 96Q: 3 clusters Score -1.011941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10119406.000000 Penalty: 3644.490967
	Iteration 97Q: 3 clusters Score -1.011941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -10119410.000000 Penalty: 3644.490967
	Iteration 98Q: 3 clusters Score -1.011941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10119405.000000 Penalty: 3644.490967
	Iteration 99Q: 3 clusters Score -1.01194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10119402.000000 Penalty: 3644.490967
	Iteration 100F: 3 clusters Score -1.01194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -10119403.000000 Penalty: 3644.490967
	Iteration 101Q: 3 clusters Score -1.01194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10119408.000000 Penalty: 3644.490967
	Iteration 102Q: 3 clusters Score -1.011941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10119418.000000 Penalty: 3644.490967
	Iteration 103Q: 3 clusters Score -1.011942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -10119418.000000 Penalty: 3644.490967
	Iteration 104Q: 3 clusters Score -1.011942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10119421.000000 Penalty: 3644.490967
	Iteration 105Q: 3 clusters Score -1.011942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -10119427.000000 Penalty: 3644.490967
	Iteration 106Q: 3 clusters Score -1.011943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10119431.000000 Penalty: 3644.490967
	Iteration 107Q: 3 clusters Score -1.011943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10119413.000000 Penalty: 3644.490967
	Iteration 108Q: 3 clusters Score -1.011941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10119420.000000 Penalty: 3644.490967
	Iteration 109Q: 3 clusters Score -1.011942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10119410.000000 Penalty: 3644.490967
	Iteration 110Q: 3 clusters Score -1.011941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10119407.000000 Penalty: 3644.490967
	Iteration 111Q: 3 clusters Score -1.011941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -10119406.000000 Penalty: 3644.490967
	Iteration 112Q: 3 clusters Score -1.011941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10119415.000000 Penalty: 3644.490967
	Iteration 113Q: 3 clusters Score -1.011942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -10119402.000000 Penalty: 3644.490967
	Iteration 114Q: 3 clusters Score -1.01194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10119415.000000 Penalty: 3644.490967
	Iteration 115Q: 3 clusters Score -1.011942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -10119413.000000 Penalty: 3644.490967
	Iteration 116Q: 3 clusters Score -1.011941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10119415.000000 Penalty: 3644.490967
	Iteration 117Q: 3 clusters Score -1.011942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10119427.000000 Penalty: 3644.490967
	Iteration 118Q: 3 clusters Score -1.011943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10119425.000000 Penalty: 3644.490967
	Iteration 119Q: 3 clusters Score -1.011942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10119420.000000 Penalty: 3644.490967
	Iteration 120F: 3 clusters Score -1.011942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -10119418.000000 Penalty: 3644.490967
	Iteration 121Q: 3 clusters Score -1.011942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10119412.000000 Penalty: 3644.490967
	Iteration 122Q: 3 clusters Score -1.011941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -10119416.000000 Penalty: 3644.490967
	Iteration 123Q: 3 clusters Score -1.011942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10119418.000000 Penalty: 3644.490967
	Iteration 124Q: 3 clusters Score -1.011942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10119421.000000 Penalty: 3644.490967
	Iteration 125Q: 3 clusters Score -1.011942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -10119414.000000 Penalty: 3644.490967
	Iteration 126Q: 3 clusters Score -1.011941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10119420.000000 Penalty: 3644.490967
	Iteration 127Q: 3 clusters Score -1.011942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10119424.000000 Penalty: 3644.490967
	Iteration 128Q: 3 clusters Score -1.011942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10119421.000000 Penalty: 3644.490967
	Iteration 129Q: 3 clusters Score -1.011942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10119427.000000 Penalty: 3644.490967
	Iteration 130Q: 3 clusters Score -1.011943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -10119430.000000 Penalty: 3644.490967
	Iteration 131Q: 3 clusters Score -1.011943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -10119430.000000 Penalty: 3644.490967
	Iteration 132F: 3 clusters Score -1.011943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -189566.765625 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -189566.8 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 762 members 
Entering Unmasked Estep 
Score: -187805.500000 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -187805.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188211.437500 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -188211.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188416.218750 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -188416.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188613.234375 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -188613.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188766.281250 Penalty: 2373.311279
	Iteration 4F: 3 clusters Score -188766.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188928.218750 Penalty: 2373.311279
	Iteration 5F: 3 clusters Score -188928.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189022.828125 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -189022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -189079.734375 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -189079.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189110.796875 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -189110.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -189138.156250 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -189138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -189155.062500 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -189155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189181.281250 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -189181.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189196.921875 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -189196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189203.312500 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -189203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189207.671875 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -189207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -189212.000000 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -189212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189217.437500 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -189217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189224.171875 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -189224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189227.718750 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -189227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -189230.453125 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -189230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189235.625000 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -189235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189240.156250 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -189240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189246.000000 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -189246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189254.968750 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -189255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189263.093750 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -189263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -189278.781250 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -189278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189290.250000 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -189290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -189299.125000 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -189299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -189310.984375 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -189311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -189317.734375 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -189317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -189323.734375 Penalty: 2373.311279
	Iteration 30Q: 3 clusters Score -189323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189325.781250 Penalty: 2373.311279
	Iteration 31Q: 3 clusters Score -189325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189328.171875 Penalty: 2373.311279
	Iteration 32Q: 3 clusters Score -189328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189328.171875 Penalty: 2373.311279
	Iteration 33F: 3 clusters Score -189328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (36011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Entering Unmasked Estep 
Score: -4645792.500000 Penalty: 1704.881714
	Iteration 0F: 2 clusters Score -4645792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4621577.500000 Penalty: 3409.763428
	Iteration 0F: 3 clusters Score -4621578 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4631264.000000 Penalty: 3409.763428
	Iteration 1F: 3 clusters Score -4631264 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4632078.000000 Penalty: 3409.763428
	Iteration 2F: 3 clusters Score -4632078 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4633111.000000 Penalty: 3409.763428
	Iteration 3F: 3 clusters Score -4633111 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4634782.500000 Penalty: 3409.763428
	Iteration 4F: 3 clusters Score -4634782 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4636878.500000 Penalty: 3409.763428
	Iteration 5F: 3 clusters Score -4636878 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -4639082.000000 Penalty: 3409.763428
	Iteration 6F: 3 clusters Score -4639082 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4641108.000000 Penalty: 3409.763428
	Iteration 7F: 3 clusters Score -4641108 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4642966.500000 Penalty: 3409.763428
	Iteration 8F: 3 clusters Score -4642966 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4644558.500000 Penalty: 3409.763428
	Iteration 9F: 3 clusters Score -4644558 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4645700.000000 Penalty: 3409.763428
	Iteration 10Q: 3 clusters Score -4645700 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4646296.500000 Penalty: 3409.763428
	Iteration 11Q: 3 clusters Score -4646296 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4646598.500000 Penalty: 3409.763428
	Iteration 12Q: 3 clusters Score -4646598 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4646752.000000 Penalty: 3409.763428
	Iteration 13Q: 3 clusters Score -4646752 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4646859.500000 Penalty: 3409.763428
	Iteration 14Q: 3 clusters Score -4646860 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4646947.500000 Penalty: 3409.763428
	Iteration 15Q: 3 clusters Score -4646948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4646978.000000 Penalty: 3409.763428
	Iteration 16Q: 3 clusters Score -4646978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4647002.500000 Penalty: 3409.763428
	Iteration 17Q: 3 clusters Score -4647002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4647029.500000 Penalty: 3409.763428
	Iteration 18Q: 3 clusters Score -4647030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4647034.000000 Penalty: 3409.763428
	Iteration 19Q: 3 clusters Score -4647034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4647060.500000 Penalty: 3409.763428
	Iteration 20F: 3 clusters Score -4647060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4647075.500000 Penalty: 3409.763428
	Iteration 21Q: 3 clusters Score -4647076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4647077.500000 Penalty: 3409.763428
	Iteration 22Q: 3 clusters Score -4647078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4647088.000000 Penalty: 3409.763428
	Iteration 23Q: 3 clusters Score -4647088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4647083.500000 Penalty: 3409.763428
	Iteration 24Q: 3 clusters Score -4647084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4647085.000000 Penalty: 3409.763428
	Iteration 25Q: 3 clusters Score -4647085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4647093.000000 Penalty: 3409.763428
	Iteration 26Q: 3 clusters Score -4647093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4647089.000000 Penalty: 3409.763428
	Iteration 27Q: 3 clusters Score -4647089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4647085.500000 Penalty: 3409.763428
	Iteration 28Q: 3 clusters Score -4647086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4647091.000000 Penalty: 3409.763428
	Iteration 29Q: 3 clusters Score -4647091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4647104.000000 Penalty: 3409.763428
	Iteration 30Q: 3 clusters Score -4647104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4647097.500000 Penalty: 3409.763428
	Iteration 31Q: 3 clusters Score -4647098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -4647097.500000 Penalty: 3409.763428
	Iteration 32Q: 3 clusters Score -4647098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4647097.000000 Penalty: 3409.763428
	Iteration 33Q: 3 clusters Score -4647097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4647098.000000 Penalty: 3409.763428
	Iteration 34Q: 3 clusters Score -4647098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4647104.000000 Penalty: 3409.763428
	Iteration 35Q: 3 clusters Score -4647104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4647109.500000 Penalty: 3409.763428
	Iteration 36Q: 3 clusters Score -4647110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4647105.500000 Penalty: 3409.763428
	Iteration 37Q: 3 clusters Score -4647106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4647110.000000 Penalty: 3409.763428
	Iteration 38Q: 3 clusters Score -4647110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4647111.000000 Penalty: 3409.763428
	Iteration 39Q: 3 clusters Score -4647111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4647121.000000 Penalty: 3409.763428
	Iteration 40F: 3 clusters Score -4647121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4647121.000000 Penalty: 3409.763428
	Iteration 41Q: 3 clusters Score -4647121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4647114.000000 Penalty: 3409.763428
	Iteration 42Q: 3 clusters Score -4647114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4647127.000000 Penalty: 3409.763428
	Iteration 43Q: 3 clusters Score -4647127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4647136.500000 Penalty: 3409.763428
	Iteration 44Q: 3 clusters Score -4647136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4647142.000000 Penalty: 3409.763428
	Iteration 45Q: 3 clusters Score -4647142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4647148.500000 Penalty: 3409.763428
	Iteration 46Q: 3 clusters Score -4647148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4647145.000000 Penalty: 3409.763428
	Iteration 47Q: 3 clusters Score -4647145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4647143.500000 Penalty: 3409.763428
	Iteration 48Q: 3 clusters Score -4647144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4647147.000000 Penalty: 3409.763428
	Iteration 49Q: 3 clusters Score -4647147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4647151.500000 Penalty: 3409.763428
	Iteration 50Q: 3 clusters Score -4647152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4647147.000000 Penalty: 3409.763428
	Iteration 51Q: 3 clusters Score -4647147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4647144.500000 Penalty: 3409.763428
	Iteration 52Q: 3 clusters Score -4647144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4647143.500000 Penalty: 3409.763428
	Iteration 53Q: 3 clusters Score -4647144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4647144.500000 Penalty: 3409.763428
	Iteration 54Q: 3 clusters Score -4647144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4647146.500000 Penalty: 3409.763428
	Iteration 55Q: 3 clusters Score -4647146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4647145.500000 Penalty: 3409.763428
	Iteration 56Q: 3 clusters Score -4647146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4647152.000000 Penalty: 3409.763428
	Iteration 57Q: 3 clusters Score -4647152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4647153.500000 Penalty: 3409.763428
	Iteration 58Q: 3 clusters Score -4647154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -4647153.500000 Penalty: 3409.763428
	Iteration 59Q: 3 clusters Score -4647154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -4647153.500000 Penalty: 3409.763428
	Iteration 60F: 3 clusters Score -4647154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 25513 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Mstep: Class 67 contains 3895 members 
Mstep: Class 68 contains 236 members 
Mstep: Class 69 contains 10498 members 
Entering Unmasked Estep 
Score: -68990696.000000 Penalty: 147803.406250
Splitting cluster 46 changes total score from -68986568.000000 to -68990696.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 47 (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: -49169.609375 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -49169.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48171.605469 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -48171.61 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48530.468750 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -48530.47 nChanged 68
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: -48784.187500 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -48784.19 nChanged 31
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: -48884.968750 Penalty: 2042.949341
	Iteration 3F: 3 clusters Score -48884.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48939.800781 Penalty: 2042.949341
	Iteration 4Q: 3 clusters Score -48939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49002.625000 Penalty: 2042.949341
	Iteration 5Q: 3 clusters Score -49002.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49036.269531 Penalty: 2042.949341
	Iteration 6Q: 3 clusters Score -49036.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49084.097656 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -49084.1 nChanged 6
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: -49101.921875 Penalty: 2042.949341
	Iteration 8Q: 3 clusters Score -49101.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49106.050781 Penalty: 2042.949341
	Iteration 9Q: 3 clusters Score -49106.05 nChanged 1
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: -49107.835938 Penalty: 2042.949341
	Iteration 10Q: 3 clusters Score -49107.84 nChanged 2
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: -49124.328125 Penalty: 2042.949341
	Iteration 11Q: 3 clusters Score -49124.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49130.953125 Penalty: 2042.949341
	Iteration 12Q: 3 clusters Score -49130.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49142.007812 Penalty: 2042.949341
	Iteration 13Q: 3 clusters Score -49142.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49142.007812 Penalty: 2042.949341
	Iteration 14F: 3 clusters Score -49142.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -413830.593750 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -413830.6 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 1624 members 
Entering Unmasked Estep 
Score: -411021.500000 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -411021.5 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -411812.750000 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -411812.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -412075.593750 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -412075.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -412269.437500 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -412269.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -412426.875000 Penalty: 2620.290771
	Iteration 4F: 3 clusters Score -412426.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -412556.312500 Penalty: 2620.290771
	Iteration 5F: 3 clusters Score -412556.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412649.062500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -412649.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -412695.093750 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -412695.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -412730.093750 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -412730.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -412756.781250 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -412756.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -412777.843750 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -412777.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -412789.781250 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -412789.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -412803.562500 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -412803.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -412811.531250 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -412811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -412821.343750 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -412821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -412833.843750 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -412833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -412843.375000 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -412843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -412859.500000 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -412859.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -412874.875000 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -412874.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -412884.312500 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -412884.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -412895.125000 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -412895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -412912.125000 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -412912.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -412936.531250 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -412936.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -412956.718750 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -412956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -412969.093750 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -412969.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412978.156250 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -412978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -412985.718750 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -412985.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -412993.562500 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -412993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -413005.468750 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -413005.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -413019.906250 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -413019.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -413037.750000 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -413037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -413059.750000 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -413059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -413081.281250 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -413081.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -413093.375000 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -413093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -413104.937500 Penalty: 2620.290771
	Iteration 34Q: 3 clusters Score -413104.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -413120.968750 Penalty: 2620.290771
	Iteration 35Q: 3 clusters Score -413121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -413129.218750 Penalty: 2620.290771
	Iteration 36Q: 3 clusters Score -413129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -413135.218750 Penalty: 2620.290771
	Iteration 37Q: 3 clusters Score -413135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -413140.562500 Penalty: 2620.290771
	Iteration 38Q: 3 clusters Score -413140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -413143.843750 Penalty: 2620.290771
	Iteration 39Q: 3 clusters Score -413143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -413144.687500 Penalty: 2620.290771
	Iteration 40F: 3 clusters Score -413144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -413144.656250 Penalty: 2620.290771
	Iteration 41Q: 3 clusters Score -413144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -413145.250000 Penalty: 2620.290771
	Iteration 42Q: 3 clusters Score -413145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -413145.250000 Penalty: 2620.290771
	Iteration 43F: 3 clusters Score -413145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -95536.539062 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -95536.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94371.226562 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -94371.23 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94662.796875 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -94662.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94795.992188 Penalty: 2130.490967
	Iteration 2F: 3 clusters Score -94795.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94905.343750 Penalty: 2130.490967
	Iteration 3F: 3 clusters Score -94905.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95016.156250 Penalty: 2130.490967
	Iteration 4F: 3 clusters Score -95016.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95133.820312 Penalty: 2130.490967
	Iteration 5F: 3 clusters Score -95133.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95256.921875 Penalty: 2130.490967
	Iteration 6F: 3 clusters Score -95256.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95366.882812 Penalty: 2130.490967
	Iteration 7F: 3 clusters Score -95366.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95465.007812 Penalty: 2130.490967
	Iteration 8Q: 3 clusters Score -95465.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95556.367188 Penalty: 2130.490967
	Iteration 9Q: 3 clusters Score -95556.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95618.171875 Penalty: 2130.490967
	Iteration 10Q: 3 clusters Score -95618.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95640.976562 Penalty: 2130.490967
	Iteration 11Q: 3 clusters Score -95640.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95654.484375 Penalty: 2130.490967
	Iteration 12Q: 3 clusters Score -95654.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95667.093750 Penalty: 2130.490967
	Iteration 13Q: 3 clusters Score -95667.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95677.156250 Penalty: 2130.490967
	Iteration 14Q: 3 clusters Score -95677.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95683.757812 Penalty: 2130.490967
	Iteration 15Q: 3 clusters Score -95683.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95691.242188 Penalty: 2130.490967
	Iteration 16Q: 3 clusters Score -95691.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95704.406250 Penalty: 2130.490967
	Iteration 17Q: 3 clusters Score -95704.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95729.914062 Penalty: 2130.490967
	Iteration 18Q: 3 clusters Score -95729.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95758.929688 Penalty: 2130.490967
	Iteration 19Q: 3 clusters Score -95758.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95811.023438 Penalty: 2130.490967
	Iteration 20F: 3 clusters Score -95811.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95843.453125 Penalty: 2130.490967
	Iteration 21Q: 3 clusters Score -95843.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95865.351562 Penalty: 2130.490967
	Iteration 22Q: 3 clusters Score -95865.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95867.914062 Penalty: 2130.490967
	Iteration 23Q: 3 clusters Score -95867.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95871.953125 Penalty: 2130.490967
	Iteration 24Q: 3 clusters Score -95871.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95871.953125 Penalty: 2130.490967
	Iteration 25F: 3 clusters Score -95871.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 25513 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 422 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 1080 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Mstep: Class 67 contains 3895 members 
Mstep: Class 68 contains 236 members 
Mstep: Class 69 contains 10498 members 
Mstep: Class 70 contains 281 members 
Entering Unmasked Estep 
Score: -68989944.000000 Penalty: 149945.484375
Splitting cluster 49 changes total score from -68986568.000000 to -68989944.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 50 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -329478.812500 Penalty: 1272.120972
	Iteration 0F: 2 clusters Score -329478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -327059.531250 Penalty: 2544.241943
	Iteration 0F: 3 clusters Score -327059.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -327689.312500 Penalty: 2544.241943
	Iteration 1F: 3 clusters Score -327689.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -327812.437500 Penalty: 2544.241943
	Iteration 2F: 3 clusters Score -327812.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -327889.375000 Penalty: 2544.241943
	Iteration 3Q: 3 clusters Score -327889.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -327964.531250 Penalty: 2544.241943
	Iteration 4Q: 3 clusters Score -327964.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -328041.250000 Penalty: 2544.241943
	Iteration 5Q: 3 clusters Score -328041.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -328141.312500 Penalty: 2544.241943
	Iteration 6Q: 3 clusters Score -328141.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -328277.406250 Penalty: 2544.241943
	Iteration 7Q: 3 clusters Score -328277.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328440.656250 Penalty: 2544.241943
	Iteration 8F: 3 clusters Score -328440.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -328564.312500 Penalty: 2544.241943
	Iteration 9Q: 3 clusters Score -328564.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328648.562500 Penalty: 2544.241943
	Iteration 10Q: 3 clusters Score -328648.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -328702.812500 Penalty: 2544.241943
	Iteration 11Q: 3 clusters Score -328702.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -328740.718750 Penalty: 2544.241943
	Iteration 12Q: 3 clusters Score -328740.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -328776.500000 Penalty: 2544.241943
	Iteration 13Q: 3 clusters Score -328776.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328803.656250 Penalty: 2544.241943
	Iteration 14Q: 3 clusters Score -328803.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -328831.968750 Penalty: 2544.241943
	Iteration 15Q: 3 clusters Score -328832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328856.906250 Penalty: 2544.241943
	Iteration 16Q: 3 clusters Score -328856.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -328886.343750 Penalty: 2544.241943
	Iteration 17Q: 3 clusters Score -328886.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328912.218750 Penalty: 2544.241943
	Iteration 18Q: 3 clusters Score -328912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -328926.750000 Penalty: 2544.241943
	Iteration 19Q: 3 clusters Score -328926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -328953.562500 Penalty: 2544.241943
	Iteration 20F: 3 clusters Score -328953.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -328979.343750 Penalty: 2544.241943
	Iteration 21Q: 3 clusters Score -328979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -328997.125000 Penalty: 2544.241943
	Iteration 22Q: 3 clusters Score -328997.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -329015.062500 Penalty: 2544.241943
	Iteration 23Q: 3 clusters Score -329015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -329028.531250 Penalty: 2544.241943
	Iteration 24Q: 3 clusters Score -329028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -329035.281250 Penalty: 2544.241943
	Iteration 25Q: 3 clusters Score -329035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -329040.437500 Penalty: 2544.241943
	Iteration 26Q: 3 clusters Score -329040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -329046.906250 Penalty: 2544.241943
	Iteration 27Q: 3 clusters Score -329046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329051.937500 Penalty: 2544.241943
	Iteration 28Q: 3 clusters Score -329051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -329053.531250 Penalty: 2544.241943
	Iteration 29Q: 3 clusters Score -329053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329054.687500 Penalty: 2544.241943
	Iteration 30Q: 3 clusters Score -329054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -329056.250000 Penalty: 2544.241943
	Iteration 31Q: 3 clusters Score -329056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329059.812500 Penalty: 2544.241943
	Iteration 32Q: 3 clusters Score -329059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -329061.500000 Penalty: 2544.241943
	Iteration 33Q: 3 clusters Score -329061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -329063.406250 Penalty: 2544.241943
	Iteration 34Q: 3 clusters Score -329063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -329064.906250 Penalty: 2544.241943
	Iteration 35Q: 3 clusters Score -329064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329065.656250 Penalty: 2544.241943
	Iteration 36Q: 3 clusters Score -329065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329066.156250 Penalty: 2544.241943
	Iteration 37Q: 3 clusters Score -329066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329066.156250 Penalty: 2544.241943
	Iteration 38F: 3 clusters Score -329066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -148150.187500 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -148150.2 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 641 members 
Entering Unmasked Estep 
Score: -146500.046875 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -146500 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146917.406250 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -146917.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147148.468750 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -147148.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147260.000000 Penalty: 2325.250000
	Iteration 3F: 3 clusters Score -147260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147304.718750 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -147304.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147335.562500 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -147335.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -147365.421875 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -147365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -147379.546875 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -147379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -147390.843750 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -147390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -147402.046875 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -147402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -147410.828125 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -147410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -147413.953125 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -147414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147418.687500 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -147418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147424.296875 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -147424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -147426.859375 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -147426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -147430.562500 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -147430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147431.937500 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -147431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147435.000000 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -147435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -147437.062500 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -147437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -147437.578125 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -147437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147438.312500 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -147438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -69614.554688 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -69614.55 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 268 members 
Entering Unmasked Estep 
Score: -68495.554688 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -68495.55 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68656.070312 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -68656.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68726.125000 Penalty: 2055.416748
	Iteration 2F: 3 clusters Score -68726.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68761.601562 Penalty: 2055.416748
	Iteration 3Q: 3 clusters Score -68761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68774.445312 Penalty: 2055.416748
	Iteration 4Q: 3 clusters Score -68774.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68791.968750 Penalty: 2055.416748
	Iteration 5Q: 3 clusters Score -68791.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68796.210938 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -68796.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68799.601562 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -68799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68802.609375 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -68802.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68804.843750 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -68804.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68807.882812 Penalty: 2055.416748
	Iteration 10Q: 3 clusters Score -68807.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68808.671875 Penalty: 2055.416748
	Iteration 11Q: 3 clusters Score -68808.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68808.671875 Penalty: 2055.416748
	Iteration 12F: 3 clusters Score -68808.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -367580.125000 Penalty: 1294.005737
	Iteration 0F: 2 clusters Score -367580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -365041.187500 Penalty: 2588.011475
	Iteration 0F: 3 clusters Score -365041.2 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -365725.843750 Penalty: 2588.011475
	Iteration 1F: 3 clusters Score -365725.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -365862.125000 Penalty: 2588.011475
	Iteration 2F: 3 clusters Score -365862.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -365962.718750 Penalty: 2588.011475
	Iteration 3Q: 3 clusters Score -365962.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -366041.812500 Penalty: 2588.011475
	Iteration 4Q: 3 clusters Score -366041.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -366112.156250 Penalty: 2588.011475
	Iteration 5Q: 3 clusters Score -366112.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -366174.937500 Penalty: 2588.011475
	Iteration 6Q: 3 clusters Score -366174.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -366234.968750 Penalty: 2588.011475
	Iteration 7Q: 3 clusters Score -366235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -366284.937500 Penalty: 2588.011475
	Iteration 8Q: 3 clusters Score -366284.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -366327.875000 Penalty: 2588.011475
	Iteration 9Q: 3 clusters Score -366327.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -366370.781250 Penalty: 2588.011475
	Iteration 10Q: 3 clusters Score -366370.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -366405.625000 Penalty: 2588.011475
	Iteration 11Q: 3 clusters Score -366405.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -366436.375000 Penalty: 2588.011475
	Iteration 12Q: 3 clusters Score -366436.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -366455.781250 Penalty: 2588.011475
	Iteration 13Q: 3 clusters Score -366455.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -366466.156250 Penalty: 2588.011475
	Iteration 14Q: 3 clusters Score -366466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -366469.781250 Penalty: 2588.011475
	Iteration 15Q: 3 clusters Score -366469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -366472.562500 Penalty: 2588.011475
	Iteration 16Q: 3 clusters Score -366472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -366476.468750 Penalty: 2588.011475
	Iteration 17Q: 3 clusters Score -366476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -366480.750000 Penalty: 2588.011475
	Iteration 18Q: 3 clusters Score -366480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -366484.531250 Penalty: 2588.011475
	Iteration 19Q: 3 clusters Score -366484.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -366489.250000 Penalty: 2588.011475
	Iteration 20F: 3 clusters Score -366489.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -366493.031250 Penalty: 2588.011475
	Iteration 21Q: 3 clusters Score -366493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -366495.343750 Penalty: 2588.011475
	Iteration 22Q: 3 clusters Score -366495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -366495.656250 Penalty: 2588.011475
	Iteration 23Q: 3 clusters Score -366495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -366495.656250 Penalty: 2588.011475
	Iteration 24F: 3 clusters Score -366495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -185634.968750 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -185635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183921.531250 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -183921.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184256.203125 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -184256.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -184343.406250 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -184343.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -184388.140625 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -184388.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -184415.453125 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -184415.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184436.546875 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -184436.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184450.125000 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -184450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184454.890625 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -184454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -184460.921875 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -184460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -184462.156250 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -184462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184463.640625 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -184463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -184465.609375 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -184465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -184469.093750 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -184469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184472.656250 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -184472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184473.453125 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -184473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184473.765625 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -184473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184473.765625 Penalty: 2355.301270
	Iteration 16F: 3 clusters Score -184473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -725263.125000 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -725263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -720977.375000 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -720977.4 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -722108.500000 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -722108.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -722310.312500 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -722310.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -722473.125000 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -722473.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -722634.125000 Penalty: 2799.535889
	Iteration 4Q: 3 clusters Score -722634.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -722791.000000 Penalty: 2799.535889
	Iteration 5Q: 3 clusters Score -722791 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -722981.687500 Penalty: 2799.535889
	Iteration 6F: 3 clusters Score -722981.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -723190.187500 Penalty: 2799.535889
	Iteration 7F: 3 clusters Score -723190.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -723356.375000 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -723356.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -723510.125000 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -723510.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -723667.250000 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -723667.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -723816.375000 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -723816.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -723932.500000 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -723932.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -724017.562500 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -724017.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -724091.062500 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -724091.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -724135.250000 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -724135.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -724165.187500 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -724165.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -724183.250000 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -724183.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -724204.562500 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -724204.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -724224.125000 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -724224.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -724242.312500 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -724242.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -724254.812500 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -724254.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -724269.312500 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -724269.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -724281.812500 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -724281.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -724298.125000 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -724298.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -724308.562500 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -724308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -724314.250000 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -724314.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -724319.437500 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -724319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -724324.750000 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -724324.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -724327.062500 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -724327.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -724334.937500 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -724334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -724339.750000 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -724339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -724344.562500 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -724344.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -724347.375000 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -724347.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -724350.125000 Penalty: 2799.535889
	Iteration 34Q: 3 clusters Score -724350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -724352.625000 Penalty: 2799.535889
	Iteration 35Q: 3 clusters Score -724352.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -724354.500000 Penalty: 2799.535889
	Iteration 36Q: 3 clusters Score -724354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -724357.937500 Penalty: 2799.535889
	Iteration 37Q: 3 clusters Score -724357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -724360.000000 Penalty: 2799.535889
	Iteration 38Q: 3 clusters Score -724360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -724361.687500 Penalty: 2799.535889
	Iteration 39Q: 3 clusters Score -724361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -724364.312500 Penalty: 2799.535889
	Iteration 40F: 3 clusters Score -724364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -724365.125000 Penalty: 2799.535889
	Iteration 41Q: 3 clusters Score -724365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -724367.875000 Penalty: 2799.535889
	Iteration 42Q: 3 clusters Score -724367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -724368.250000 Penalty: 2799.535889
	Iteration 43Q: 3 clusters Score -724368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -724369.500000 Penalty: 2799.535889
	Iteration 44Q: 3 clusters Score -724369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -724372.562500 Penalty: 2799.535889
	Iteration 45Q: 3 clusters Score -724372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -724372.375000 Penalty: 2799.535889
	Iteration 46Q: 3 clusters Score -724372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -724373.250000 Penalty: 2799.535889
	Iteration 47Q: 3 clusters Score -724373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -724372.312500 Penalty: 2799.535889
	Iteration 48Q: 3 clusters Score -724372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -724373.375000 Penalty: 2799.535889
	Iteration 49Q: 3 clusters Score -724373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -724373.750000 Penalty: 2799.535889
	Iteration 50Q: 3 clusters Score -724373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -724374.875000 Penalty: 2799.535889
	Iteration 51Q: 3 clusters Score -724374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -724374.250000 Penalty: 2799.535889
	Iteration 52Q: 3 clusters Score -724374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -724375.312500 Penalty: 2799.535889
	Iteration 53Q: 3 clusters Score -724375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -724375.375000 Penalty: 2799.535889
	Iteration 54Q: 3 clusters Score -724375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -724375.812500 Penalty: 2799.535889
	Iteration 55Q: 3 clusters Score -724375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -724377.062500 Penalty: 2799.535889
	Iteration 56Q: 3 clusters Score -724377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -724376.187500 Penalty: 2799.535889
	Iteration 57Q: 3 clusters Score -724376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -724376.750000 Penalty: 2799.535889
	Iteration 58Q: 3 clusters Score -724376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -724376.750000 Penalty: 2799.535889
	Iteration 59F: 3 clusters Score -724376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -136454.187500 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -136454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134945.765625 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -134945.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135238.562500 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -135238.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135323.140625 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -135323.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135380.375000 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -135380.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135416.609375 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -135416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135458.281250 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -135458.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135498.343750 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -135498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135524.750000 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -135524.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135561.343750 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -135561.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135593.859375 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -135593.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135620.859375 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -135620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -135643.093750 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -135643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135668.109375 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -135668.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135699.234375 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -135699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135721.031250 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -135721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135754.140625 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -135754.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135813.937500 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -135813.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135942.515625 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -135942.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136059.843750 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -136059.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136136.375000 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -136136.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136186.937500 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -136186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136247.015625 Penalty: 2270.032715
	Iteration 21Q: 3 clusters Score -136247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136294.281250 Penalty: 2270.032715
	Iteration 22Q: 3 clusters Score -136294.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136329.890625 Penalty: 2270.032715
	Iteration 23Q: 3 clusters Score -136329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136349.265625 Penalty: 2270.032715
	Iteration 24Q: 3 clusters Score -136349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136372.093750 Penalty: 2270.032715
	Iteration 25Q: 3 clusters Score -136372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136399.515625 Penalty: 2270.032715
	Iteration 26Q: 3 clusters Score -136399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136450.828125 Penalty: 2270.032715
	Iteration 27Q: 3 clusters Score -136450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136515.515625 Penalty: 2270.032715
	Iteration 28Q: 3 clusters Score -136515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136537.843750 Penalty: 2270.032715
	Iteration 29Q: 3 clusters Score -136537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136544.390625 Penalty: 2270.032715
	Iteration 30Q: 3 clusters Score -136544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136546.812500 Penalty: 2270.032715
	Iteration 31Q: 3 clusters Score -136546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136547.828125 Penalty: 2270.032715
	Iteration 32Q: 3 clusters Score -136547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136547.828125 Penalty: 2270.032715
	Iteration 33F: 3 clusters Score -136547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 25513 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 422 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 503 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1654 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 254 members 
Mstep: Class 67 contains 3895 members 
Mstep: Class 68 contains 236 members 
Mstep: Class 69 contains 10498 members 
Mstep: Class 70 contains 281 members 
Mstep: Class 71 contains 577 members 
Entering Unmasked Estep 
Score: -68989024.000000 Penalty: 152087.562500
Splitting cluster 56 changes total score from -68986568.000000 to -68989024.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 57 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -82168.898438 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -82168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81013.132812 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -81013.13 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81266.148438 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -81266.15 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -81378.890625 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -81378.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81466.000000 Penalty: 2104.515625
	Iteration 3F: 3 clusters Score -81466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81553.515625 Penalty: 2104.515625
	Iteration 4F: 3 clusters Score -81553.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81613.843750 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -81613.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -81660.695312 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -81660.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -81674.632812 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -81674.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -81697.210938 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -81697.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -81708.984375 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -81708.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81715.476562 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -81715.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81715.476562 Penalty: 2104.515625
	Iteration 11F: 3 clusters Score -81715.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -624976.687500 Penalty: 1342.582031
	Iteration 0F: 2 clusters Score -624976.7 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 1923 members 
Entering Unmasked Estep 
Score: -621739.187500 Penalty: 2685.164062
	Iteration 0F: 3 clusters Score -621739.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -622551.500000 Penalty: 2685.164062
	Iteration 1F: 3 clusters Score -622551.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -622701.937500 Penalty: 2685.164062
	Iteration 2F: 3 clusters Score -622701.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -622809.312500 Penalty: 2685.164062
	Iteration 3F: 3 clusters Score -622809.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -622869.375000 Penalty: 2685.164062
	Iteration 4Q: 3 clusters Score -622869.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -622906.312500 Penalty: 2685.164062
	Iteration 5Q: 3 clusters Score -622906.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -622930.375000 Penalty: 2685.164062
	Iteration 6Q: 3 clusters Score -622930.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -622946.437500 Penalty: 2685.164062
	Iteration 7Q: 3 clusters Score -622946.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -622962.562500 Penalty: 2685.164062
	Iteration 8Q: 3 clusters Score -622962.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -622979.750000 Penalty: 2685.164062
	Iteration 9Q: 3 clusters Score -622979.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -623001.812500 Penalty: 2685.164062
	Iteration 10Q: 3 clusters Score -623001.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -623036.437500 Penalty: 2685.164062
	Iteration 11Q: 3 clusters Score -623036.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -623082.250000 Penalty: 2685.164062
	Iteration 12Q: 3 clusters Score -623082.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -623150.312500 Penalty: 2685.164062
	Iteration 13Q: 3 clusters Score -623150.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -623242.875000 Penalty: 2685.164062
	Iteration 14Q: 3 clusters Score -623242.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -623356.000000 Penalty: 2685.164062
	Iteration 15Q: 3 clusters Score -623356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -623461.875000 Penalty: 2685.164062
	Iteration 16Q: 3 clusters Score -623461.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -623569.062500 Penalty: 2685.164062
	Iteration 17Q: 3 clusters Score -623569.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -623681.250000 Penalty: 2685.164062
	Iteration 18Q: 3 clusters Score -623681.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -623794.500000 Penalty: 2685.164062
	Iteration 19Q: 3 clusters Score -623794.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -623912.062500 Penalty: 2685.164062
	Iteration 20F: 3 clusters Score -623912.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -624022.375000 Penalty: 2685.164062
	Iteration 21Q: 3 clusters Score -624022.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -624142.437500 Penalty: 2685.164062
	Iteration 22Q: 3 clusters Score -624142.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -624239.687500 Penalty: 2685.164062
	Iteration 23Q: 3 clusters Score -624239.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -624307.562500 Penalty: 2685.164062
	Iteration 24Q: 3 clusters Score -624307.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -624351.250000 Penalty: 2685.164062
	Iteration 25Q: 3 clusters Score -624351.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -624385.937500 Penalty: 2685.164062
	Iteration 26Q: 3 clusters Score -624385.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -624408.562500 Penalty: 2685.164062
	Iteration 27Q: 3 clusters Score -624408.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -624429.250000 Penalty: 2685.164062
	Iteration 28Q: 3 clusters Score -624429.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -624445.812500 Penalty: 2685.164062
	Iteration 29Q: 3 clusters Score -624445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -624457.250000 Penalty: 2685.164062
	Iteration 30Q: 3 clusters Score -624457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -624468.187500 Penalty: 2685.164062
	Iteration 31Q: 3 clusters Score -624468.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -624479.062500 Penalty: 2685.164062
	Iteration 32Q: 3 clusters Score -624479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -624488.750000 Penalty: 2685.164062
	Iteration 33Q: 3 clusters Score -624488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -624498.000000 Penalty: 2685.164062
	Iteration 34Q: 3 clusters Score -624498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -624504.000000 Penalty: 2685.164062
	Iteration 35Q: 3 clusters Score -624504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -624509.437500 Penalty: 2685.164062
	Iteration 36Q: 3 clusters Score -624509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -624515.687500 Penalty: 2685.164062
	Iteration 37Q: 3 clusters Score -624515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -624519.187500 Penalty: 2685.164062
	Iteration 38Q: 3 clusters Score -624519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -624521.000000 Penalty: 2685.164062
	Iteration 39Q: 3 clusters Score -624521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -624522.875000 Penalty: 2685.164062
	Iteration 40F: 3 clusters Score -624522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -624527.562500 Penalty: 2685.164062
	Iteration 41Q: 3 clusters Score -624527.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -624528.250000 Penalty: 2685.164062
	Iteration 42Q: 3 clusters Score -624528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -624530.312500 Penalty: 2685.164062
	Iteration 43Q: 3 clusters Score -624530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -624530.687500 Penalty: 2685.164062
	Iteration 44Q: 3 clusters Score -624530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -624531.812500 Penalty: 2685.164062
	Iteration 45Q: 3 clusters Score -624531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -624532.500000 Penalty: 2685.164062
	Iteration 46Q: 3 clusters Score -624532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -624533.937500 Penalty: 2685.164062
	Iteration 47Q: 3 clusters Score -624533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -624533.312500 Penalty: 2685.164062
	Iteration 48Q: 3 clusters Score -624533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -624533.437500 Penalty: 2685.164062
	Iteration 49Q: 3 clusters Score -624533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -624534.937500 Penalty: 2685.164062
	Iteration 50Q: 3 clusters Score -624534.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -624534.937500 Penalty: 2685.164062
	Iteration 51F: 3 clusters Score -624534.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -332529.906250 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -332529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -330137.937500 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -330137.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -330783.406250 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -330783.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331008.687500 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -331008.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -331164.812500 Penalty: 2543.593994
	Iteration 3F: 3 clusters Score -331164.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -331281.937500 Penalty: 2543.593994
	Iteration 4F: 3 clusters Score -331281.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -331368.562500 Penalty: 2543.593994
	Iteration 5Q: 3 clusters Score -331368.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -331446.593750 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -331446.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -331519.250000 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -331519.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -331584.062500 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -331584.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331633.187500 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -331633.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -331674.250000 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -331674.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -331703.125000 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -331703.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -331718.125000 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -331718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -331729.843750 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -331729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -331739.468750 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -331739.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -331745.437500 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -331745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -331751.062500 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -331751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -331753.593750 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -331753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331757.687500 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -331757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331757.218750 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -331757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -331757.906250 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -331757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331758.406250 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -331758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331758.406250 Penalty: 2543.593994
	Iteration 22F: 3 clusters Score -331758.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -129167.562500 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -129167.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127652.476562 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -127652.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128381.304688 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -128381.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128791.640625 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -128791.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128996.335938 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -128996.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129073.367188 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -129073.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129115.585938 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -129115.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129129.210938 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -129129.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129136.296875 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -129136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129139.937500 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -129139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129145.695312 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -129145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129147.601562 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -129147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129151.085938 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -129151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129152.570312 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -129152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129152.953125 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -129153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129152.953125 Penalty: 2288.458740
	Iteration 14F: 3 clusters Score -129153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 187 members 
Entering Unmasked Estep 
Score: -46560.453125 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46560.45 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46745.453125 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46745.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46796.050781 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46796.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46819.664062 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46819.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46823.656250 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46823.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46829.339844 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46829.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46829.949219 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46829.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46835.730469 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46835.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46835.730469 Penalty: 1937.326660
	Iteration 8F: 3 clusters Score -46835.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -364693.875000 Penalty: 1292.927490
	Iteration 0F: 2 clusters Score -364693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -362079.812500 Penalty: 2585.854980
	Iteration 0F: 3 clusters Score -362079.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -362729.375000 Penalty: 2585.854980
	Iteration 1F: 3 clusters Score -362729.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -362902.125000 Penalty: 2585.854980
	Iteration 2F: 3 clusters Score -362902.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -363019.031250 Penalty: 2585.854980
	Iteration 3F: 3 clusters Score -363019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -363107.906250 Penalty: 2585.854980
	Iteration 4Q: 3 clusters Score -363107.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -363179.500000 Penalty: 2585.854980
	Iteration 5Q: 3 clusters Score -363179.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -363244.843750 Penalty: 2585.854980
	Iteration 6Q: 3 clusters Score -363244.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -363307.843750 Penalty: 2585.854980
	Iteration 7Q: 3 clusters Score -363307.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -363348.156250 Penalty: 2585.854980
	Iteration 8Q: 3 clusters Score -363348.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -363381.281250 Penalty: 2585.854980
	Iteration 9Q: 3 clusters Score -363381.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -363424.875000 Penalty: 2585.854980
	Iteration 10Q: 3 clusters Score -363424.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -363454.781250 Penalty: 2585.854980
	Iteration 11Q: 3 clusters Score -363454.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -363477.156250 Penalty: 2585.854980
	Iteration 12Q: 3 clusters Score -363477.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -363495.125000 Penalty: 2585.854980
	Iteration 13Q: 3 clusters Score -363495.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -363512.906250 Penalty: 2585.854980
	Iteration 14Q: 3 clusters Score -363512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -363526.406250 Penalty: 2585.854980
	Iteration 15Q: 3 clusters Score -363526.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -363538.562500 Penalty: 2585.854980
	Iteration 16Q: 3 clusters Score -363538.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -363550.562500 Penalty: 2585.854980
	Iteration 17Q: 3 clusters Score -363550.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -363559.406250 Penalty: 2585.854980
	Iteration 18Q: 3 clusters Score -363559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -363565.906250 Penalty: 2585.854980
	Iteration 19Q: 3 clusters Score -363565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -363567.562500 Penalty: 2585.854980
	Iteration 20F: 3 clusters Score -363567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -363569.937500 Penalty: 2585.854980
	Iteration 21Q: 3 clusters Score -363569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -363571.187500 Penalty: 2585.854980
	Iteration 22Q: 3 clusters Score -363571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -363572.406250 Penalty: 2585.854980
	Iteration 23Q: 3 clusters Score -363572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -363574.062500 Penalty: 2585.854980
	Iteration 24Q: 3 clusters Score -363574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -363575.218750 Penalty: 2585.854980
	Iteration 25Q: 3 clusters Score -363575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -363575.500000 Penalty: 2585.854980
	Iteration 26Q: 3 clusters Score -363575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -363577.062500 Penalty: 2585.854980
	Iteration 27Q: 3 clusters Score -363577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -363577.312500 Penalty: 2585.854980
	Iteration 28Q: 3 clusters Score -363577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -363578.312500 Penalty: 2585.854980
	Iteration 29Q: 3 clusters Score -363578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -363579.531250 Penalty: 2585.854980
	Iteration 30Q: 3 clusters Score -363579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -363579.625000 Penalty: 2585.854980
	Iteration 31Q: 3 clusters Score -363579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -363580.093750 Penalty: 2585.854980
	Iteration 32Q: 3 clusters Score -363580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -363580.750000 Penalty: 2585.854980
	Iteration 33Q: 3 clusters Score -363580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -363580.750000 Penalty: 2585.854980
	Iteration 34F: 3 clusters Score -363580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -138576.437500 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -138576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137055.359375 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -137055.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137388.218750 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -137388.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137529.500000 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -137529.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137640.671875 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -137640.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137716.468750 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -137716.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137756.140625 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -137756.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137777.031250 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -137777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137798.515625 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -137798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -137812.562500 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -137812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137819.828125 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -137819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137823.046875 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -137823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137826.593750 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -137826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137827.203125 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -137827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137828.812500 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -137828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137828.812500 Penalty: 2275.996338
	Iteration 14F: 3 clusters Score -137828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 72919 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 74654 members 
Mstep: Class 28 contains 897 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25913 members 
Mstep: Class 32 contains 885 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 1494 members 
Mstep: Class 44 contains 74148 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 25513 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 422 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 1280 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2873 members 
Mstep: Class 54 contains 1404 members 
Mstep: Class 55 contains 5508 members 
Mstep: Class 56 contains 503 members 
Mstep: Class 57 contains 649 members 
Mstep: Class 58 contains 3874 members 
Mstep: Class 59 contains 2506 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2854 members 
Mstep: Class 63 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68991424.000000 Penalty: 152087.562500
Iteration 119Q: 72 clusters Score -6.899142e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73767 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 63789 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 718 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3709 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 74650 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25995 members 
Mstep: Class 32 contains 937 members 
Mstep: Class 33 contains 257 members 
Mstep: Class 34 contains 4991 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 3793 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4832 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 1482 members 
Mstep: Class 44 contains 74524 members 
Mstep: Class 45 contains 1485 members 
Mstep: Class 46 contains 24850 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 435 members 
Mstep: Class 50 contains 2518 members 
Mstep: Class 51 contains 1301 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2881 members 
Mstep: Class 54 contains 1405 members 
Mstep: Class 55 contains 5512 members 
Mstep: Class 56 contains 515 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3830 members 
Mstep: Class 59 contains 2510 members 
Mstep: Class 60 contains 1138 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2871 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1597 members 
Mstep: Class 65 contains 278 members 
Mstep: Class 66 contains 245 members 
Mstep: Class 67 contains 3592 members 
Mstep: Class 68 contains 253 members 
Mstep: Class 69 contains 9835 members 
Mstep: Class 70 contains 278 members 
Mstep: Class 71 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68993256.000000 Penalty: 152087.562500
Iteration 120F: 72 clusters Score -6.899326e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 21190 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73762 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 14709 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63776 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3716 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 74657 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 33903 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 25997 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8179 members 
Mstep: Class 38 contains 3820 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 4833 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 366 members 
Mstep: Class 43 contains 1480 members 
Mstep: Class 44 contains 74588 members 
Mstep: Class 45 contains 1477 members 
Mstep: Class 46 contains 24373 members 
Mstep: Class 47 contains 536 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 441 members 
Mstep: Class 50 contains 2522 members 
Mstep: Class 51 contains 1304 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2883 members 
Mstep: Class 54 contains 1405 members 
Mstep: Class 55 contains 5515 members 
Mstep: Class 56 contains 533 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 2512 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2879 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1624 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 267 members 
Mstep: Class 67 contains 3674 members 
Mstep: Class 68 contains 268 members 
Mstep: Class 69 contains 10255 members 
Mstep: Class 70 contains 329 members 
Mstep: Class 71 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994408.000000 Penalty: 152087.562500
Iteration 121Q: 72 clusters Score -6.899441e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 338 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73825 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 14704 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63773 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4883 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 483 members 
Mstep: Class 31 contains 25997 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8129 members 
Mstep: Class 38 contains 3860 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4843 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 366 members 
Mstep: Class 43 contains 1481 members 
Mstep: Class 44 contains 74511 members 
Mstep: Class 45 contains 1477 members 
Mstep: Class 46 contains 24085 members 
Mstep: Class 47 contains 533 members 
Mstep: Class 48 contains 3181 members 
Mstep: Class 49 contains 450 members 
Mstep: Class 50 contains 2530 members 
Mstep: Class 51 contains 1304 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2887 members 
Mstep: Class 54 contains 1405 members 
Mstep: Class 55 contains 5516 members 
Mstep: Class 56 contains 559 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 2514 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2888 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1618 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 271 members 
Mstep: Class 67 contains 3705 members 
Mstep: Class 68 contains 272 members 
Mstep: Class 69 contains 10531 members 
Mstep: Class 70 contains 339 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68994984.000000 Penalty: 152087.562500
Iteration 122Q: 72 clusters Score -6.899498e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73928 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14697 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63763 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 3721 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 483 members 
Mstep: Class 31 contains 25993 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4949 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8113 members 
Mstep: Class 38 contains 3892 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4848 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 368 members 
Mstep: Class 43 contains 1479 members 
Mstep: Class 44 contains 74401 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23900 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 456 members 
Mstep: Class 50 contains 2538 members 
Mstep: Class 51 contains 1308 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 2888 members 
Mstep: Class 54 contains 1405 members 
Mstep: Class 55 contains 5517 members 
Mstep: Class 56 contains 586 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3785 members 
Mstep: Class 59 contains 2517 members 
Mstep: Class 60 contains 1138 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2892 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 270 members 
Mstep: Class 67 contains 3717 members 
Mstep: Class 68 contains 277 members 
Mstep: Class 69 contains 10702 members 
Mstep: Class 70 contains 343 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995112.000000 Penalty: 152087.562500
Iteration 123Q: 72 clusters Score -6.899511e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 73985 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63747 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 33904 members 
Mstep: Class 30 contains 483 members 
Mstep: Class 31 contains 25993 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8106 members 
Mstep: Class 38 contains 3909 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4855 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 371 members 
Mstep: Class 43 contains 1476 members 
Mstep: Class 44 contains 74326 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23771 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3181 members 
Mstep: Class 49 contains 460 members 
Mstep: Class 50 contains 2544 members 
Mstep: Class 51 contains 1310 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2891 members 
Mstep: Class 54 contains 1406 members 
Mstep: Class 55 contains 5522 members 
Mstep: Class 56 contains 614 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3780 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2892 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 266 members 
Mstep: Class 67 contains 3730 members 
Mstep: Class 68 contains 277 members 
Mstep: Class 69 contains 10835 members 
Mstep: Class 70 contains 341 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995184.000000 Penalty: 152087.562500
Iteration 124Q: 72 clusters Score -6.899518e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 74033 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63744 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4589 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 4838 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 33908 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25993 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8097 members 
Mstep: Class 38 contains 3932 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4858 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74311 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23632 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3181 members 
Mstep: Class 49 contains 462 members 
Mstep: Class 50 contains 2547 members 
Mstep: Class 51 contains 1309 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2894 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5520 members 
Mstep: Class 56 contains 633 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3777 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2892 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3741 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 10926 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995296.000000 Penalty: 152087.562500
Iteration 125Q: 72 clusters Score -6.89953e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21190 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 74064 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 63746 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7696 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 751 members 
Mstep: Class 29 contains 33909 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25994 members 
Mstep: Class 32 contains 994 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4942 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8088 members 
Mstep: Class 38 contains 3946 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4860 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74315 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23505 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 465 members 
Mstep: Class 50 contains 2546 members 
Mstep: Class 51 contains 1309 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2898 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5524 members 
Mstep: Class 56 contains 644 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3772 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2892 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3754 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11006 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995296.000000 Penalty: 152087.562500
Iteration 126Q: 72 clusters Score -6.89953e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 74082 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 63739 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 3734 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4811 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7693 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 33909 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25994 members 
Mstep: Class 32 contains 995 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4939 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8087 members 
Mstep: Class 38 contains 3956 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4864 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74327 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23400 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3184 members 
Mstep: Class 49 contains 467 members 
Mstep: Class 50 contains 2546 members 
Mstep: Class 51 contains 1308 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2902 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5523 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3771 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2893 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3764 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11072 members 
Mstep: Class 70 contains 343 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995304.000000 Penalty: 152087.562500
Iteration 127Q: 72 clusters Score -6.89953e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 74101 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14678 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 63728 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 3743 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7691 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25995 members 
Mstep: Class 32 contains 996 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8086 members 
Mstep: Class 38 contains 3968 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4865 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74316 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23336 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 3181 members 
Mstep: Class 49 contains 468 members 
Mstep: Class 50 contains 2546 members 
Mstep: Class 51 contains 1307 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2906 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5525 members 
Mstep: Class 56 contains 654 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3770 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2892 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3774 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11118 members 
Mstep: Class 70 contains 343 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995232.000000 Penalty: 152087.562500
Iteration 128Q: 72 clusters Score -6.899523e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21188 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 74133 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14678 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63725 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 740 members 
Mstep: Class 29 contains 33911 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25996 members 
Mstep: Class 32 contains 997 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8083 members 
Mstep: Class 38 contains 3972 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4869 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1476 members 
Mstep: Class 44 contains 74302 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 23262 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3180 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2547 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2908 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5526 members 
Mstep: Class 56 contains 656 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3768 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1137 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2893 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3778 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11158 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995144.000000 Penalty: 152087.562500
Iteration 129Q: 72 clusters Score -6.899514e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21186 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 74140 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63724 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4788 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7684 members 
Mstep: Class 27 contains 74669 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 33911 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 26002 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 3981 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4872 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74308 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23191 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3179 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2549 members 
Mstep: Class 51 contains 1308 members 
Mstep: Class 52 contains 559 members 
Mstep: Class 53 contains 2906 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5529 members 
Mstep: Class 56 contains 657 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2894 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3779 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11206 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995152.000000 Penalty: 152087.562500
Iteration 130Q: 72 clusters Score -6.899515e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74128 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63723 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4786 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7684 members 
Mstep: Class 27 contains 74670 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33906 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 26000 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 3990 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4868 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1476 members 
Mstep: Class 44 contains 74311 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23155 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2552 members 
Mstep: Class 51 contains 1308 members 
Mstep: Class 52 contains 560 members 
Mstep: Class 53 contains 2906 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5531 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2895 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3783 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11241 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995256.000000 Penalty: 152087.562500
Iteration 131Q: 72 clusters Score -6.899526e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74103 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63716 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4781 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7680 members 
Mstep: Class 27 contains 74670 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33912 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25999 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8079 members 
Mstep: Class 38 contains 3994 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4871 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74324 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23124 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 468 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1308 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2906 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5535 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2896 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3789 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11273 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995264.000000 Penalty: 152087.562500
Iteration 132Q: 72 clusters Score -6.899526e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74073 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63712 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7674 members 
Mstep: Class 27 contains 74669 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33918 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 26000 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8079 members 
Mstep: Class 38 contains 3999 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4873 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74345 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23096 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2554 members 
Mstep: Class 51 contains 1310 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2903 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5538 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2517 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2896 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3793 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11305 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995312.000000 Penalty: 152087.562500
Iteration 133Q: 72 clusters Score -6.899531e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21186 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74063 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63706 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7674 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33920 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25996 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4003 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4877 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74342 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23080 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1311 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2902 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5539 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2518 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2895 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3795 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11332 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995400.000000 Penalty: 152087.562500
Iteration 134Q: 72 clusters Score -6.89954e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21185 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74043 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63702 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33919 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25993 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8083 members 
Mstep: Class 38 contains 4009 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4877 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74351 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23060 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1312 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2902 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5541 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2519 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2895 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3795 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11356 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995400.000000 Penalty: 152087.562500
Iteration 135Q: 72 clusters Score -6.89954e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21184 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74036 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63701 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 74669 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33919 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4010 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4883 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74360 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23039 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1313 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2902 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5541 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2520 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2894 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3796 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11372 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995464.000000 Penalty: 152087.562500
Iteration 136Q: 72 clusters Score -6.899546e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21182 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74029 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63700 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7670 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33921 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4013 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74369 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 23021 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1311 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2904 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5543 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2893 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3801 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11387 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995408.000000 Penalty: 152087.562500
Iteration 137Q: 72 clusters Score -6.899541e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74021 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63703 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 3754 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7665 members 
Mstep: Class 27 contains 74669 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33922 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25985 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4014 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74382 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22999 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2553 members 
Mstep: Class 51 contains 1309 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2906 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5546 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1136 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2891 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3809 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11402 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995424.000000 Penalty: 152087.562500
Iteration 138Q: 72 clusters Score -6.899542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74004 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7663 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33924 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25986 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4016 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4890 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74406 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22973 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2554 members 
Mstep: Class 51 contains 1311 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2909 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5548 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2889 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3819 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11417 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995512.000000 Penalty: 152087.562500
Iteration 139Q: 72 clusters Score -6.899551e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74004 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63694 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 3759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7660 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 33926 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25986 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4935 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 4021 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74410 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22948 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2556 members 
Mstep: Class 51 contains 1312 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5549 members 
Mstep: Class 56 contains 658 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2889 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3822 members 
Mstep: Class 68 contains 276 members 
Mstep: Class 69 contains 11434 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995448.000000 Penalty: 152087.562500
Iteration 140F: 72 clusters Score -6.899545e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73991 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7659 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25986 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4025 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74421 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22928 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1313 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5549 members 
Mstep: Class 56 contains 676 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 277 members 
Mstep: Class 69 contains 11455 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995536.000000 Penalty: 152087.562500
Iteration 141Q: 72 clusters Score -6.899554e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73984 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7659 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 704 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4027 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4890 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74438 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22900 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1316 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5550 members 
Mstep: Class 56 contains 689 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3818 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11472 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995584.000000 Penalty: 152087.562500
Iteration 142Q: 72 clusters Score -6.899558e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73979 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7658 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 687 members 
Mstep: Class 29 contains 33929 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4028 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74454 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22873 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1316 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5552 members 
Mstep: Class 56 contains 703 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3818 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11485 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995648.000000 Penalty: 152087.562500
Iteration 143Q: 72 clusters Score -6.899565e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73966 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 679 members 
Mstep: Class 29 contains 33930 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4029 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74468 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22855 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5555 members 
Mstep: Class 56 contains 711 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3820 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11498 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995688.000000 Penalty: 152087.562500
Iteration 144Q: 72 clusters Score -6.899569e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73960 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 33930 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4029 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74472 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22842 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1319 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5556 members 
Mstep: Class 56 contains 715 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3823 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11510 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995720.000000 Penalty: 152087.562500
Iteration 145Q: 72 clusters Score -6.899572e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21179 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73958 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 33932 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74475 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22827 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5556 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11519 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995744.000000 Penalty: 152087.562500
Iteration 146Q: 72 clusters Score -6.899574e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73956 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7656 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 668 members 
Mstep: Class 29 contains 33931 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74487 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22809 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2558 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1407 members 
Mstep: Class 55 contains 5556 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11525 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995704.000000 Penalty: 152087.562500
Iteration 147Q: 72 clusters Score -6.89957e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73946 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 667 members 
Mstep: Class 29 contains 33932 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74498 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22801 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5557 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11529 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995760.000000 Penalty: 152087.562500
Iteration 148Q: 72 clusters Score -6.899576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73946 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7653 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 663 members 
Mstep: Class 29 contains 33932 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74504 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22787 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5557 members 
Mstep: Class 56 contains 728 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11537 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995688.000000 Penalty: 152087.562500
Iteration 149Q: 72 clusters Score -6.899569e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73953 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33933 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22763 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5558 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11548 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995672.000000 Penalty: 152087.562500
Iteration 150Q: 72 clusters Score -6.899567e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73940 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33933 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74528 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22745 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11561 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995632.000000 Penalty: 152087.562500
Iteration 151Q: 72 clusters Score -6.899563e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73914 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33933 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74551 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22737 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11574 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 152Q: 72 clusters Score -6.899566e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73905 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33934 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74564 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22721 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11587 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995672.000000 Penalty: 152087.562500
Iteration 153Q: 72 clusters Score -6.899567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73885 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74590 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22707 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2559 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11592 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995712.000000 Penalty: 152087.562500
Iteration 154Q: 72 clusters Score -6.899571e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73879 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33936 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4029 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74600 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22694 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11600 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 155Q: 72 clusters Score -6.899566e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73869 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33937 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74611 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22689 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11602 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995696.000000 Penalty: 152087.562500
Iteration 156Q: 72 clusters Score -6.89957e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73865 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33938 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74619 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22682 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11603 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995712.000000 Penalty: 152087.562500
Iteration 157Q: 72 clusters Score -6.899571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73860 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74625 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22678 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11604 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 158Q: 72 clusters Score -6.899566e+07 nChanged 55
Entering ConstructFrom: 
Score: -68995664.000000 Penalty: 152087.562500
Entering ConstructFrom: 
Trying to split cluster 1 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -295247.187500 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -295247.2 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 1185 members 
Entering Unmasked Estep 
Score: -292971.843750 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -292971.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -293429.687500 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -293429.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -293538.250000 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -293538.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -293622.968750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -293623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -293678.750000 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -293678.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -293716.031250 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -293716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -293742.718750 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -293742.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -293759.468750 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -293759.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -293776.343750 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -293776.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -293787.687500 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -293787.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293810.375000 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -293810.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293837.468750 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -293837.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -293874.750000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -293874.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -293932.687500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -293932.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -293979.218750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -293979.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -294022.562500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -294022.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -294068.187500 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -294068.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -294096.937500 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -294096.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -294123.031250 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -294123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -294157.937500 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -294157.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -294182.656250 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -294182.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -294207.625000 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -294207.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294232.687500 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -294232.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -294274.250000 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -294274.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -294329.156250 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -294329.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -294405.250000 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -294405.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -294445.031250 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -294445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -294486.437500 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -294486.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -294524.187500 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -294524.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -294552.750000 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -294552.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -294576.812500 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -294576.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -294599.375000 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -294599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -294618.250000 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -294618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -294627.781250 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -294627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -294637.062500 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -294637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -294644.093750 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -294644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -294647.718750 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -294647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -294650.343750 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -294650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -294652.906250 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -294652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -294656.218750 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -294656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -294660.312500 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -294660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -294666.093750 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -294666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -294673.312500 Penalty: 2522.013184
	Iteration 42Q: 3 clusters Score -294673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -294677.437500 Penalty: 2522.013184
	Iteration 43Q: 3 clusters Score -294677.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -294679.093750 Penalty: 2522.013184
	Iteration 44Q: 3 clusters Score -294679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -294679.562500 Penalty: 2522.013184
	Iteration 45Q: 3 clusters Score -294679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -294679.562500 Penalty: 2522.013184
	Iteration 46F: 3 clusters Score -294679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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: -15743.087891 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15743.09 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16021.163086 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16021.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16129.709961 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16129.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16250.895508 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16284.405273 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16284.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16292.881836 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16292.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16293.972656 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16293.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16304.810547 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16304.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16306.942383 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16306.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16315.675781 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16315.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16315.939453 Penalty: 1885.688477
	Iteration 10F: 3 clusters Score -16315.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16323.520508 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16323.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16323.520508 Penalty: 1885.688477
	Iteration 12F: 3 clusters Score -16323.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -134959.875000 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -134959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133479.000000 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -133479 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133738.671875 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -133738.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133842.296875 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -133842.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133909.125000 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -133909.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133969.750000 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -133969.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134015.250000 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -134015.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134072.968750 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -134073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134120.109375 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -134120.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134151.437500 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -134151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134172.781250 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -134172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134182.218750 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -134182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134185.234375 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -134185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134190.093750 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -134190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134195.656250 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -134195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134198.515625 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -134198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134201.750000 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -134201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134204.656250 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -134204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134208.203125 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -134208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134211.171875 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -134211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134211.171875 Penalty: 2259.636963
	Iteration 19F: 3 clusters Score -134211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Entering Unmasked Estep 
Score: -2823500.500000 Penalty: 1618.616699
	Iteration 0F: 2 clusters Score -2823500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2809030.750000 Penalty: 3237.233398
	Iteration 0F: 3 clusters Score -2809031 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2814313.000000 Penalty: 3237.233398
	Iteration 1F: 3 clusters Score -2814313 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2814681.250000 Penalty: 3237.233398
	Iteration 2Q: 3 clusters Score -2814681 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2815131.250000 Penalty: 3237.233398
	Iteration 3Q: 3 clusters Score -2815131 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2815609.500000 Penalty: 3237.233398
	Iteration 4Q: 3 clusters Score -2815610 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2816194.750000 Penalty: 3237.233398
	Iteration 5Q: 3 clusters Score -2816195 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2816868.000000 Penalty: 3237.233398
	Iteration 6F: 3 clusters Score -2816868 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2817554.250000 Penalty: 3237.233398
	Iteration 7F: 3 clusters Score -2817554 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2818190.750000 Penalty: 3237.233398
	Iteration 8Q: 3 clusters Score -2818191 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2818722.750000 Penalty: 3237.233398
	Iteration 9Q: 3 clusters Score -2818723 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2819019.250000 Penalty: 3237.233398
	Iteration 10Q: 3 clusters Score -2819019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2819140.500000 Penalty: 3237.233398
	Iteration 11Q: 3 clusters Score -2819140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2819216.750000 Penalty: 3237.233398
	Iteration 12Q: 3 clusters Score -2819217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2819260.250000 Penalty: 3237.233398
	Iteration 13Q: 3 clusters Score -2819260 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2819282.750000 Penalty: 3237.233398
	Iteration 14Q: 3 clusters Score -2819283 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2819304.500000 Penalty: 3237.233398
	Iteration 15Q: 3 clusters Score -2819304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2819320.250000 Penalty: 3237.233398
	Iteration 16Q: 3 clusters Score -2819320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2819323.500000 Penalty: 3237.233398
	Iteration 17Q: 3 clusters Score -2819324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2819335.750000 Penalty: 3237.233398
	Iteration 18Q: 3 clusters Score -2819336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2819330.000000 Penalty: 3237.233398
	Iteration 19Q: 3 clusters Score -2819330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2819339.250000 Penalty: 3237.233398
	Iteration 20F: 3 clusters Score -2819339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2819344.000000 Penalty: 3237.233398
	Iteration 21Q: 3 clusters Score -2819344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2819343.000000 Penalty: 3237.233398
	Iteration 22Q: 3 clusters Score -2819343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2819346.250000 Penalty: 3237.233398
	Iteration 23Q: 3 clusters Score -2819346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2819342.000000 Penalty: 3237.233398
	Iteration 24Q: 3 clusters Score -2819342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2819347.250000 Penalty: 3237.233398
	Iteration 25Q: 3 clusters Score -2819347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2819349.000000 Penalty: 3237.233398
	Iteration 26Q: 3 clusters Score -2819349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2819361.000000 Penalty: 3237.233398
	Iteration 27Q: 3 clusters Score -2819361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2819362.250000 Penalty: 3237.233398
	Iteration 28Q: 3 clusters Score -2819362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2819373.250000 Penalty: 3237.233398
	Iteration 29Q: 3 clusters Score -2819373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2819383.750000 Penalty: 3237.233398
	Iteration 30Q: 3 clusters Score -2819384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2819372.500000 Penalty: 3237.233398
	Iteration 31Q: 3 clusters Score -2819372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2819374.250000 Penalty: 3237.233398
	Iteration 32Q: 3 clusters Score -2819374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2819378.500000 Penalty: 3237.233398
	Iteration 33Q: 3 clusters Score -2819378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2819393.000000 Penalty: 3237.233398
	Iteration 34Q: 3 clusters Score -2819393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2819390.500000 Penalty: 3237.233398
	Iteration 35Q: 3 clusters Score -2819390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2819392.250000 Penalty: 3237.233398
	Iteration 36Q: 3 clusters Score -2819392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2819395.500000 Penalty: 3237.233398
	Iteration 37Q: 3 clusters Score -2819396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2819398.250000 Penalty: 3237.233398
	Iteration 38Q: 3 clusters Score -2819398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2819414.250000 Penalty: 3237.233398
	Iteration 39Q: 3 clusters Score -2819414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2819411.750000 Penalty: 3237.233398
	Iteration 40F: 3 clusters Score -2819412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2819419.000000 Penalty: 3237.233398
	Iteration 41Q: 3 clusters Score -2819419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2819423.000000 Penalty: 3237.233398
	Iteration 42Q: 3 clusters Score -2819423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2819429.000000 Penalty: 3237.233398
	Iteration 43Q: 3 clusters Score -2819429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2819432.250000 Penalty: 3237.233398
	Iteration 44Q: 3 clusters Score -2819432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2819446.250000 Penalty: 3237.233398
	Iteration 45Q: 3 clusters Score -2819446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2819454.250000 Penalty: 3237.233398
	Iteration 46Q: 3 clusters Score -2819454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2819459.250000 Penalty: 3237.233398
	Iteration 47Q: 3 clusters Score -2819459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2819461.500000 Penalty: 3237.233398
	Iteration 48Q: 3 clusters Score -2819462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2819473.500000 Penalty: 3237.233398
	Iteration 49Q: 3 clusters Score -2819474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2819467.500000 Penalty: 3237.233398
	Iteration 50Q: 3 clusters Score -2819468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2819468.500000 Penalty: 3237.233398
	Iteration 51Q: 3 clusters Score -2819468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2819471.750000 Penalty: 3237.233398
	Iteration 52Q: 3 clusters Score -2819472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2819479.250000 Penalty: 3237.233398
	Iteration 53Q: 3 clusters Score -2819479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2819479.250000 Penalty: 3237.233398
	Iteration 54Q: 3 clusters Score -2819479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2819486.000000 Penalty: 3237.233398
	Iteration 55Q: 3 clusters Score -2819486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2819500.750000 Penalty: 3237.233398
	Iteration 56Q: 3 clusters Score -2819501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2819500.000000 Penalty: 3237.233398
	Iteration 57Q: 3 clusters Score -2819500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2819497.000000 Penalty: 3237.233398
	Iteration 58Q: 3 clusters Score -2819497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2819511.750000 Penalty: 3237.233398
	Iteration 59Q: 3 clusters Score -2819512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2819517.250000 Penalty: 3237.233398
	Iteration 60F: 3 clusters Score -2819517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2819524.000000 Penalty: 3237.233398
	Iteration 61Q: 3 clusters Score -2819524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2819533.500000 Penalty: 3237.233398
	Iteration 62Q: 3 clusters Score -2819534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2819547.500000 Penalty: 3237.233398
	Iteration 63Q: 3 clusters Score -2819548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2819559.750000 Penalty: 3237.233398
	Iteration 64Q: 3 clusters Score -2819560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2819590.000000 Penalty: 3237.233398
	Iteration 65Q: 3 clusters Score -2819590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2819611.250000 Penalty: 3237.233398
	Iteration 66Q: 3 clusters Score -2819611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2819634.500000 Penalty: 3237.233398
	Iteration 67Q: 3 clusters Score -2819634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2819681.750000 Penalty: 3237.233398
	Iteration 68Q: 3 clusters Score -2819682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2819706.250000 Penalty: 3237.233398
	Iteration 69Q: 3 clusters Score -2819706 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2819732.500000 Penalty: 3237.233398
	Iteration 70Q: 3 clusters Score -2819732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2819752.500000 Penalty: 3237.233398
	Iteration 71Q: 3 clusters Score -2819752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2819769.250000 Penalty: 3237.233398
	Iteration 72Q: 3 clusters Score -2819769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2819806.250000 Penalty: 3237.233398
	Iteration 73Q: 3 clusters Score -2819806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2819840.000000 Penalty: 3237.233398
	Iteration 74Q: 3 clusters Score -2819840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2819880.500000 Penalty: 3237.233398
	Iteration 75Q: 3 clusters Score -2819880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2819921.250000 Penalty: 3237.233398
	Iteration 76Q: 3 clusters Score -2819921 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2819962.250000 Penalty: 3237.233398
	Iteration 77Q: 3 clusters Score -2819962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2820017.500000 Penalty: 3237.233398
	Iteration 78Q: 3 clusters Score -2820018 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2820051.750000 Penalty: 3237.233398
	Iteration 79Q: 3 clusters Score -2820052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2820121.750000 Penalty: 3237.233398
	Iteration 80F: 3 clusters Score -2820122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2820195.750000 Penalty: 3237.233398
	Iteration 81Q: 3 clusters Score -2820196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2820286.750000 Penalty: 3237.233398
	Iteration 82Q: 3 clusters Score -2820287 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2820398.500000 Penalty: 3237.233398
	Iteration 83Q: 3 clusters Score -2820398 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2820520.750000 Penalty: 3237.233398
	Iteration 84Q: 3 clusters Score -2820521 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2820666.000000 Penalty: 3237.233398
	Iteration 85Q: 3 clusters Score -2820666 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2820828.250000 Penalty: 3237.233398
	Iteration 86Q: 3 clusters Score -2820828 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2821005.750000 Penalty: 3237.233398
	Iteration 87Q: 3 clusters Score -2821006 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2821185.000000 Penalty: 3237.233398
	Iteration 88Q: 3 clusters Score -2821185 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2821340.750000 Penalty: 3237.233398
	Iteration 89Q: 3 clusters Score -2821341 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2821484.750000 Penalty: 3237.233398
	Iteration 90Q: 3 clusters Score -2821485 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2821626.500000 Penalty: 3237.233398
	Iteration 91Q: 3 clusters Score -2821626 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2821722.000000 Penalty: 3237.233398
	Iteration 92Q: 3 clusters Score -2821722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2821786.500000 Penalty: 3237.233398
	Iteration 93Q: 3 clusters Score -2821786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2821836.250000 Penalty: 3237.233398
	Iteration 94Q: 3 clusters Score -2821836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2821884.250000 Penalty: 3237.233398
	Iteration 95Q: 3 clusters Score -2821884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2821924.250000 Penalty: 3237.233398
	Iteration 96Q: 3 clusters Score -2821924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2821955.250000 Penalty: 3237.233398
	Iteration 97Q: 3 clusters Score -2821955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2821977.500000 Penalty: 3237.233398
	Iteration 98Q: 3 clusters Score -2821978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2821986.500000 Penalty: 3237.233398
	Iteration 99Q: 3 clusters Score -2821986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2822002.500000 Penalty: 3237.233398
	Iteration 100F: 3 clusters Score -2822002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2822016.750000 Penalty: 3237.233398
	Iteration 101Q: 3 clusters Score -2822017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2822026.750000 Penalty: 3237.233398
	Iteration 102Q: 3 clusters Score -2822027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2822040.750000 Penalty: 3237.233398
	Iteration 103Q: 3 clusters Score -2822041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2822054.250000 Penalty: 3237.233398
	Iteration 104Q: 3 clusters Score -2822054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2822055.250000 Penalty: 3237.233398
	Iteration 105Q: 3 clusters Score -2822055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2822061.000000 Penalty: 3237.233398
	Iteration 106Q: 3 clusters Score -2822061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2822073.000000 Penalty: 3237.233398
	Iteration 107Q: 3 clusters Score -2822073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2822078.750000 Penalty: 3237.233398
	Iteration 108Q: 3 clusters Score -2822079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2822085.750000 Penalty: 3237.233398
	Iteration 109Q: 3 clusters Score -2822086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2822091.000000 Penalty: 3237.233398
	Iteration 110Q: 3 clusters Score -2822091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2822095.750000 Penalty: 3237.233398
	Iteration 111Q: 3 clusters Score -2822096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2822101.750000 Penalty: 3237.233398
	Iteration 112Q: 3 clusters Score -2822102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2822106.000000 Penalty: 3237.233398
	Iteration 113Q: 3 clusters Score -2822106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2822106.250000 Penalty: 3237.233398
	Iteration 114Q: 3 clusters Score -2822106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2822108.500000 Penalty: 3237.233398
	Iteration 115Q: 3 clusters Score -2822108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2822106.000000 Penalty: 3237.233398
	Iteration 116Q: 3 clusters Score -2822106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2822107.000000 Penalty: 3237.233398
	Iteration 117Q: 3 clusters Score -2822107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2822108.250000 Penalty: 3237.233398
	Iteration 118Q: 3 clusters Score -2822108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2822108.250000 Penalty: 3237.233398
	Iteration 119F: 3 clusters Score -2822108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -188072.828125 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -188072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186322.218750 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -186322.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186674.953125 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -186675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -186797.953125 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -186798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -186870.062500 Penalty: 2379.171387
	Iteration 3F: 3 clusters Score -186870.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -186925.046875 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -186925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -186969.000000 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -186969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -186997.125000 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -186997.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -187029.281250 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -187029.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187061.906250 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -187061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -187076.390625 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -187076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -187088.265625 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -187088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -187104.171875 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -187104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -187121.031250 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -187121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -187133.515625 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -187133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -187144.750000 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -187144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -187154.171875 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -187154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -187162.531250 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -187162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -187172.218750 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -187172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -187179.171875 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -187179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -187183.031250 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -187183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -187184.203125 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -187184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -187185.062500 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -187185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -187185.968750 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -187186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -187186.718750 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -187186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -187186.718750 Penalty: 2379.171387
	Iteration 24F: 3 clusters Score -187186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -265858.312500 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265858.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -266313.937500 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266313.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -266445.218750 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266445.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -266529.250000 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -266529.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -266591.406250 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266591.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -266656.468750 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266656.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -266733.687500 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266733.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -266819.062500 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266819.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -266927.687500 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266927.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -267067.062500 Penalty: 2478.001221
	Iteration 9F: 3 clusters Score -267067.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -267173.156250 Penalty: 2478.001221
	Iteration 10F: 3 clusters Score -267173.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -267227.656250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -267227.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -267276.843750 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -267276.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -267304.000000 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -267304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267326.250000 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -267326.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -267337.031250 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -267337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267342.687500 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -267342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -267344.718750 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -267344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -267346.593750 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -267346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -267347.625000 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -267347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -267347.625000 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -267347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Entering Unmasked Estep 
Score: -10044637.000000 Penalty: 1821.613037
	Iteration 0F: 2 clusters Score -1.004464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -9998485.000000 Penalty: 3643.226074
	Iteration 0F: 3 clusters Score -9998485 nChanged 35031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -10020024.000000 Penalty: 3643.226074
	Iteration 1F: 3 clusters Score -1.002002e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -10022130.000000 Penalty: 3643.226074
	Iteration 2F: 3 clusters Score -1.002213e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -10025767.000000 Penalty: 3643.226074
	Iteration 3F: 3 clusters Score -1.002577e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -10030982.000000 Penalty: 3643.226074
	Iteration 4F: 3 clusters Score -1.003098e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -10036795.000000 Penalty: 3643.226074
	Iteration 5F: 3 clusters Score -1.00368e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -10040656.000000 Penalty: 3643.226074
	Iteration 6F: 3 clusters Score -1.004066e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -10042538.000000 Penalty: 3643.226074
	Iteration 7Q: 3 clusters Score -1.004254e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -10043389.000000 Penalty: 3643.226074
	Iteration 8Q: 3 clusters Score -1.004339e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -10043800.000000 Penalty: 3643.226074
	Iteration 9Q: 3 clusters Score -1.00438e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -10044084.000000 Penalty: 3643.226074
	Iteration 10Q: 3 clusters Score -1.004408e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -10044244.000000 Penalty: 3643.226074
	Iteration 11Q: 3 clusters Score -1.004424e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -10044361.000000 Penalty: 3643.226074
	Iteration 12Q: 3 clusters Score -1.004436e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -10044415.000000 Penalty: 3643.226074
	Iteration 13Q: 3 clusters Score -1.004442e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -10044470.000000 Penalty: 3643.226074
	Iteration 14Q: 3 clusters Score -1.004447e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -10044500.000000 Penalty: 3643.226074
	Iteration 15Q: 3 clusters Score -1.00445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -10044498.000000 Penalty: 3643.226074
	Iteration 16Q: 3 clusters Score -1.00445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -10044517.000000 Penalty: 3643.226074
	Iteration 17Q: 3 clusters Score -1.004452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -10044535.000000 Penalty: 3643.226074
	Iteration 18Q: 3 clusters Score -1.004454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -10044533.000000 Penalty: 3643.226074
	Iteration 19Q: 3 clusters Score -1.004453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -10044546.000000 Penalty: 3643.226074
	Iteration 20F: 3 clusters Score -1.004455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -10044568.000000 Penalty: 3643.226074
	Iteration 21Q: 3 clusters Score -1.004457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10044561.000000 Penalty: 3643.226074
	Iteration 22Q: 3 clusters Score -1.004456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10044554.000000 Penalty: 3643.226074
	Iteration 23Q: 3 clusters Score -1.004455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -10044560.000000 Penalty: 3643.226074
	Iteration 24Q: 3 clusters Score -1.004456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -10044565.000000 Penalty: 3643.226074
	Iteration 25Q: 3 clusters Score -1.004456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10044572.000000 Penalty: 3643.226074
	Iteration 26Q: 3 clusters Score -1.004457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -10044567.000000 Penalty: 3643.226074
	Iteration 27Q: 3 clusters Score -1.004457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -10044565.000000 Penalty: 3643.226074
	Iteration 28Q: 3 clusters Score -1.004456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -10044567.000000 Penalty: 3643.226074
	Iteration 29Q: 3 clusters Score -1.004457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -10044567.000000 Penalty: 3643.226074
	Iteration 30Q: 3 clusters Score -1.004457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -10044567.000000 Penalty: 3643.226074
	Iteration 31F: 3 clusters Score -1.004457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -195422.218750 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195422.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195805.046875 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195914.296875 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195914.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195988.562500 Penalty: 2382.807373
	Iteration 3F: 3 clusters Score -195988.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196040.250000 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -196040.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196075.125000 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196075.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -196111.671875 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196111.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -196168.140625 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196168.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -196229.187500 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196229.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196299.453125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196299.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -196360.421875 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196360.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196389.343750 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196389.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -196403.687500 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196403.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -196421.453125 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196421.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196437.234375 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -196447.875000 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -196452.171875 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196455.984375 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196458.843750 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196460.156250 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196460.156250 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1969039.875000 Penalty: 1559.008911
	Iteration 0F: 2 clusters Score -1969040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1958856.625000 Penalty: 3118.017822
	Iteration 0F: 3 clusters Score -1958857 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1962673.375000 Penalty: 3118.017822
	Iteration 1F: 3 clusters Score -1962673 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1963290.250000 Penalty: 3118.017822
	Iteration 2F: 3 clusters Score -1963290 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1964100.250000 Penalty: 3118.017822
	Iteration 3F: 3 clusters Score -1964100 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1965105.625000 Penalty: 3118.017822
	Iteration 4F: 3 clusters Score -1965106 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1966204.250000 Penalty: 3118.017822
	Iteration 5F: 3 clusters Score -1966204 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1966847.125000 Penalty: 3118.017822
	Iteration 6F: 3 clusters Score -1966847 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1967144.750000 Penalty: 3118.017822
	Iteration 7Q: 3 clusters Score -1967145 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1967242.000000 Penalty: 3118.017822
	Iteration 8Q: 3 clusters Score -1967242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1967305.750000 Penalty: 3118.017822
	Iteration 9Q: 3 clusters Score -1967306 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1967337.375000 Penalty: 3118.017822
	Iteration 10Q: 3 clusters Score -1967337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1967353.500000 Penalty: 3118.017822
	Iteration 11Q: 3 clusters Score -1967354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1967367.000000 Penalty: 3118.017822
	Iteration 12Q: 3 clusters Score -1967367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1967374.500000 Penalty: 3118.017822
	Iteration 13Q: 3 clusters Score -1967374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1967385.125000 Penalty: 3118.017822
	Iteration 14Q: 3 clusters Score -1967385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1967394.125000 Penalty: 3118.017822
	Iteration 15Q: 3 clusters Score -1967394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1967404.125000 Penalty: 3118.017822
	Iteration 16Q: 3 clusters Score -1967404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1967411.500000 Penalty: 3118.017822
	Iteration 17Q: 3 clusters Score -1967412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1967415.750000 Penalty: 3118.017822
	Iteration 18Q: 3 clusters Score -1967416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1967421.375000 Penalty: 3118.017822
	Iteration 19Q: 3 clusters Score -1967421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1967434.500000 Penalty: 3118.017822
	Iteration 20F: 3 clusters Score -1967434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1967435.375000 Penalty: 3118.017822
	Iteration 21Q: 3 clusters Score -1967435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1967442.125000 Penalty: 3118.017822
	Iteration 22Q: 3 clusters Score -1967442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1967446.250000 Penalty: 3118.017822
	Iteration 23Q: 3 clusters Score -1967446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1967457.875000 Penalty: 3118.017822
	Iteration 24Q: 3 clusters Score -1967458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1967465.375000 Penalty: 3118.017822
	Iteration 25Q: 3 clusters Score -1967465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1967468.250000 Penalty: 3118.017822
	Iteration 26Q: 3 clusters Score -1967468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1967476.250000 Penalty: 3118.017822
	Iteration 27Q: 3 clusters Score -1967476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1967482.000000 Penalty: 3118.017822
	Iteration 28Q: 3 clusters Score -1967482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1967494.875000 Penalty: 3118.017822
	Iteration 29Q: 3 clusters Score -1967495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1967503.125000 Penalty: 3118.017822
	Iteration 30Q: 3 clusters Score -1967503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1967516.875000 Penalty: 3118.017822
	Iteration 31Q: 3 clusters Score -1967517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1967527.125000 Penalty: 3118.017822
	Iteration 32Q: 3 clusters Score -1967527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1967529.500000 Penalty: 3118.017822
	Iteration 33Q: 3 clusters Score -1967530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1967541.625000 Penalty: 3118.017822
	Iteration 34Q: 3 clusters Score -1967542 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1967557.500000 Penalty: 3118.017822
	Iteration 35Q: 3 clusters Score -1967558 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1967567 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1967581 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1967599.875000 Penalty: 3118.017822
	Iteration 38Q: 3 clusters Score -1967600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1967616.125000 Penalty: 3118.017822
	Iteration 39Q: 3 clusters Score -1967616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1967629.250000 Penalty: 3118.017822
	Iteration 40F: 3 clusters Score -1967629 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1967653.875000 Penalty: 3118.017822
	Iteration 41Q: 3 clusters Score -1967654 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1967680.000000 Penalty: 3118.017822
	Iteration 42Q: 3 clusters Score -1967680 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1967705.750000 Penalty: 3118.017822
	Iteration 43Q: 3 clusters Score -1967706 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1967732.875000 Penalty: 3118.017822
	Iteration 44Q: 3 clusters Score -1967733 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1967753.500000 Penalty: 3118.017822
	Iteration 45Q: 3 clusters Score -1967754 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1967779.625000 Penalty: 3118.017822
	Iteration 46Q: 3 clusters Score -1967780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1967796.500000 Penalty: 3118.017822
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1967817.500000 Penalty: 3118.017822
	Iteration 48Q: 3 clusters Score -1967818 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1967828.625000 Penalty: 3118.017822
	Iteration 49Q: 3 clusters Score -1967829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1967849.250000 Penalty: 3118.017822
	Iteration 50Q: 3 clusters Score -1967849 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1967861.625000 Penalty: 3118.017822
	Iteration 51Q: 3 clusters Score -1967862 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1967871.250000 Penalty: 3118.017822
	Iteration 52Q: 3 clusters Score -1967871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1967889.625000 Penalty: 3118.017822
	Iteration 53Q: 3 clusters Score -1967890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1967901.625000 Penalty: 3118.017822
	Iteration 54Q: 3 clusters Score -1967902 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1967928.250000 Penalty: 3118.017822
	Iteration 55Q: 3 clusters Score -1967928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1967949.500000 Penalty: 3118.017822
	Iteration 56Q: 3 clusters Score -1967950 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1967977.875000 Penalty: 3118.017822
	Iteration 57Q: 3 clusters Score -1967978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1968001.875000 Penalty: 3118.017822
	Iteration 58Q: 3 clusters Score -1968002 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1968034.875000 Penalty: 3118.017822
	Iteration 59Q: 3 clusters Score -1968035 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1968051.000000 Penalty: 3118.017822
	Iteration 60F: 3 clusters Score -1968051 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1968075.250000 Penalty: 3118.017822
	Iteration 61Q: 3 clusters Score -1968075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1968090.750000 Penalty: 3118.017822
	Iteration 62Q: 3 clusters Score -1968091 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1968106.250000 Penalty: 3118.017822
	Iteration 63Q: 3 clusters Score -1968106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1968118.000000 Penalty: 3118.017822
	Iteration 64Q: 3 clusters Score -1968118 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1968134.250000 Penalty: 3118.017822
	Iteration 65Q: 3 clusters Score -1968134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1968146.125000 Penalty: 3118.017822
	Iteration 66Q: 3 clusters Score -1968146 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1968153.000000 Penalty: 3118.017822
	Iteration 67Q: 3 clusters Score -1968153 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1968162.500000 Penalty: 3118.017822
	Iteration 68Q: 3 clusters Score -1968162 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1968167.125000 Penalty: 3118.017822
	Iteration 69Q: 3 clusters Score -1968167 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1968178.500000 Penalty: 3118.017822
	Iteration 70Q: 3 clusters Score -1968178 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1968195.250000 Penalty: 3118.017822
	Iteration 71Q: 3 clusters Score -1968195 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1968200.250000 Penalty: 3118.017822
	Iteration 72Q: 3 clusters Score -1968200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1968212.250000 Penalty: 3118.017822
	Iteration 73Q: 3 clusters Score -1968212 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1968226.250000 Penalty: 3118.017822
	Iteration 74Q: 3 clusters Score -1968226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1968230.625000 Penalty: 3118.017822
	Iteration 75Q: 3 clusters Score -1968231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1968236.000000 Penalty: 3118.017822
	Iteration 76Q: 3 clusters Score -1968236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1968237.375000 Penalty: 3118.017822
	Iteration 77Q: 3 clusters Score -1968237 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1968243.125000 Penalty: 3118.017822
	Iteration 78Q: 3 clusters Score -1968243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1968249.625000 Penalty: 3118.017822
	Iteration 79Q: 3 clusters Score -1968250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1968255.625000 Penalty: 3118.017822
	Iteration 80F: 3 clusters Score -1968256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1968257.125000 Penalty: 3118.017822
	Iteration 81Q: 3 clusters Score -1968257 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1968260.375000 Penalty: 3118.017822
	Iteration 82Q: 3 clusters Score -1968260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1968263.500000 Penalty: 3118.017822
	Iteration 83Q: 3 clusters Score -1968264 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1968266.250000 Penalty: 3118.017822
	Iteration 84Q: 3 clusters Score -1968266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1968265.000000 Penalty: 3118.017822
	Iteration 85Q: 3 clusters Score -1968265 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1968270.625000 Penalty: 3118.017822
	Iteration 86Q: 3 clusters Score -1968271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1968278.125000 Penalty: 3118.017822
	Iteration 87Q: 3 clusters Score -1968278 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1968283.625000 Penalty: 3118.017822
	Iteration 88Q: 3 clusters Score -1968284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1968287.125000 Penalty: 3118.017822
	Iteration 89Q: 3 clusters Score -1968287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1968293.250000 Penalty: 3118.017822
	Iteration 90Q: 3 clusters Score -1968293 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1968293.500000 Penalty: 3118.017822
	Iteration 91Q: 3 clusters Score -1968294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1968299.750000 Penalty: 3118.017822
	Iteration 92Q: 3 clusters Score -1968300 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1968304.125000 Penalty: 3118.017822
	Iteration 93Q: 3 clusters Score -1968304 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1968307.375000 Penalty: 3118.017822
	Iteration 94Q: 3 clusters Score -1968307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1968313.750000 Penalty: 3118.017822
	Iteration 95Q: 3 clusters Score -1968314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1968317.375000 Penalty: 3118.017822
	Iteration 96Q: 3 clusters Score -1968317 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1968323.500000 Penalty: 3118.017822
	Iteration 97Q: 3 clusters Score -1968324 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1968334.750000 Penalty: 3118.017822
	Iteration 98Q: 3 clusters Score -1968335 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1968338.375000 Penalty: 3118.017822
	Iteration 99Q: 3 clusters Score -1968338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1968339.000000 Penalty: 3118.017822
	Iteration 100F: 3 clusters Score -1968339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1968343.250000 Penalty: 3118.017822
	Iteration 101Q: 3 clusters Score -1968343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1968346.875000 Penalty: 3118.017822
	Iteration 102Q: 3 clusters Score -1968347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1968351.250000 Penalty: 3118.017822
	Iteration 103Q: 3 clusters Score -1968351 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1968354.625000 Penalty: 3118.017822
	Iteration 104Q: 3 clusters Score -1968355 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1968364.375000 Penalty: 3118.017822
	Iteration 105Q: 3 clusters Score -1968364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1968369.000000 Penalty: 3118.017822
	Iteration 106Q: 3 clusters Score -1968369 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1968373.750000 Penalty: 3118.017822
	Iteration 107Q: 3 clusters Score -1968374 nChanged 17
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1968385.375000 Penalty: 3118.017822
	Iteration 108Q: 3 clusters Score -1968385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1968394.500000 Penalty: 3118.017822
	Iteration 109Q: 3 clusters Score -1968394 nChanged 22
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1968405.625000 Penalty: 3118.017822
	Iteration 110Q: 3 clusters Score -1968406 nChanged 23
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Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1968424.250000 Penalty: 3118.017822
	Iteration 111Q: 3 clusters Score -1968424 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1968439.625000 Penalty: 3118.017822
	Iteration 112Q: 3 clusters Score -1968440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1968456.375000 Penalty: 3118.017822
	Iteration 113Q: 3 clusters Score -1968456 nChanged 13
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Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1968460.375000 Penalty: 3118.017822
	Iteration 114Q: 3 clusters Score -1968460 nChanged 8
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Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1968463.375000 Penalty: 3118.017822
	Iteration 115Q: 3 clusters Score -1968463 nChanged 8
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Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1968466.875000 Penalty: 3118.017822
	Iteration 116Q: 3 clusters Score -1968467 nChanged 7
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Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1968465.000000 Penalty: 3118.017822
	Iteration 117Q: 3 clusters Score -1968465 nChanged 3
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Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1968467.375000 Penalty: 3118.017822
	Iteration 118Q: 3 clusters Score -1968467 nChanged 3
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Mstep: Class 1 contains 760 members 
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Entering Unmasked Estep 
Score: -1968469.000000 Penalty: 3118.017822
	Iteration 119Q: 3 clusters Score -1968469 nChanged 5
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Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1968470.375000 Penalty: 3118.017822
	Iteration 120F: 3 clusters Score -1968470 nChanged 8
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Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1968472.750000 Penalty: 3118.017822
	Iteration 121Q: 3 clusters Score -1968473 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1968477.250000 Penalty: 3118.017822
	Iteration 122Q: 3 clusters Score -1968477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1968481.625000 Penalty: 3118.017822
	Iteration 123Q: 3 clusters Score -1968482 nChanged 6
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Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1968483.250000 Penalty: 3118.017822
	Iteration 124Q: 3 clusters Score -1968483 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1968482.250000 Penalty: 3118.017822
	Iteration 125Q: 3 clusters Score -1968482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1968485.500000 Penalty: 3118.017822
	Iteration 126Q: 3 clusters Score -1968486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1968485.625000 Penalty: 3118.017822
	Iteration 127Q: 3 clusters Score -1968486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1968488.750000 Penalty: 3118.017822
	Iteration 128Q: 3 clusters Score -1968489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1968489.125000 Penalty: 3118.017822
	Iteration 129Q: 3 clusters Score -1968489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1968489.625000 Penalty: 3118.017822
	Iteration 130Q: 3 clusters Score -1968490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1968489.625000 Penalty: 3118.017822
	Iteration 131F: 3 clusters Score -1968490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25112.562500 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25112.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25352.144531 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25352.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25531.191406 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25531.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25675.578125 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -25675.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25816.355469 Penalty: 1905.680176
	Iteration 4F: 3 clusters Score -25816.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25882.656250 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25882.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25910.068359 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25910.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25926.546875 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25926.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25964.279297 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25964.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25980.306641 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25980.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25980.306641 Penalty: 1905.680176
	Iteration 10F: 3 clusters Score -25980.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 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 296 members 
Entering Unmasked Estep 
Score: -58996.640625 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -58996.64 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59326.574219 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59326.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59449.449219 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59449.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59529.152344 Penalty: 2066.861572
	Iteration 3Q: 3 clusters Score -59529.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59575.921875 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59575.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59616.707031 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59616.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59634.320312 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59634.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59652.375000 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59652.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59672.378906 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -59672.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59676.019531 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -59676.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59679.812500 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -59679.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59691.046875 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -59691.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59706.234375 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -59706.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59721.835938 Penalty: 2066.861572
	Iteration 13Q: 3 clusters Score -59721.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59724.777344 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -59724.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59728.804688 Penalty: 2066.861572
	Iteration 15Q: 3 clusters Score -59728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59735.640625 Penalty: 2066.861572
	Iteration 16Q: 3 clusters Score -59735.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59743.417969 Penalty: 2066.861572
	Iteration 17Q: 3 clusters Score -59743.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59745.019531 Penalty: 2066.861572
	Iteration 18Q: 3 clusters Score -59745.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59748.257812 Penalty: 2066.861572
	Iteration 19Q: 3 clusters Score -59748.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59756.375000 Penalty: 2066.861572
	Iteration 20F: 3 clusters Score -59756.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59796.585938 Penalty: 2066.861572
	Iteration 21Q: 3 clusters Score -59796.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59816.257812 Penalty: 2066.861572
	Iteration 22Q: 3 clusters Score -59816.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59829.113281 Penalty: 2066.861572
	Iteration 23Q: 3 clusters Score -59829.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59834.589844 Penalty: 2066.861572
	Iteration 24Q: 3 clusters Score -59834.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59840.976562 Penalty: 2066.861572
	Iteration 25Q: 3 clusters Score -59840.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59857.042969 Penalty: 2066.861572
	Iteration 26Q: 3 clusters Score -59857.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59862.007812 Penalty: 2066.861572
	Iteration 27Q: 3 clusters Score -59862.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59863.285156 Penalty: 2066.861572
	Iteration 28Q: 3 clusters Score -59863.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59863.804688 Penalty: 2066.861572
	Iteration 29Q: 3 clusters Score -59863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59863.804688 Penalty: 2066.861572
	Iteration 30F: 3 clusters Score -59863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Entering Unmasked Estep 
Score: -8446537.000000 Penalty: 1797.552368
	Iteration 0F: 2 clusters Score -8446537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -8404200.000000 Penalty: 3595.104736
	Iteration 0F: 3 clusters Score -8404200 nChanged 30050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8421199.000000 Penalty: 3595.104736
	Iteration 1F: 3 clusters Score -8421199 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -8421933.000000 Penalty: 3595.104736
	Iteration 2Q: 3 clusters Score -8421933 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -8423109.000000 Penalty: 3595.104736
	Iteration 3Q: 3 clusters Score -8423109 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -8424922.000000 Penalty: 3595.104736
	Iteration 4F: 3 clusters Score -8424922 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8427617.000000 Penalty: 3595.104736
	Iteration 5F: 3 clusters Score -8427617 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -8431203.000000 Penalty: 3595.104736
	Iteration 6F: 3 clusters Score -8431203 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -8435201.000000 Penalty: 3595.104736
	Iteration 7F: 3 clusters Score -8435201 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -8438716.000000 Penalty: 3595.104736
	Iteration 8F: 3 clusters Score -8438716 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -8441455.000000 Penalty: 3595.104736
	Iteration 9Q: 3 clusters Score -8441455 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -8443220.000000 Penalty: 3595.104736
	Iteration 10Q: 3 clusters Score -8443220 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8444114.000000 Penalty: 3595.104736
	Iteration 11Q: 3 clusters Score -8444114 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -8444525.000000 Penalty: 3595.104736
	Iteration 12Q: 3 clusters Score -8444525 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -8444735.000000 Penalty: 3595.104736
	Iteration 13Q: 3 clusters Score -8444735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -8444828.000000 Penalty: 3595.104736
	Iteration 14Q: 3 clusters Score -8444828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8444898.000000 Penalty: 3595.104736
	Iteration 15Q: 3 clusters Score -8444898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -8444943.000000 Penalty: 3595.104736
	Iteration 16Q: 3 clusters Score -8444943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -8444965.000000 Penalty: 3595.104736
	Iteration 17Q: 3 clusters Score -8444965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -8444984.000000 Penalty: 3595.104736
	Iteration 18Q: 3 clusters Score -8444984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -8444996.000000 Penalty: 3595.104736
	Iteration 19Q: 3 clusters Score -8444996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -8445002.000000 Penalty: 3595.104736
	Iteration 20F: 3 clusters Score -8445002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -8445009.000000 Penalty: 3595.104736
	Iteration 21Q: 3 clusters Score -8445009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -8445016.000000 Penalty: 3595.104736
	Iteration 22Q: 3 clusters Score -8445016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -8445020.000000 Penalty: 3595.104736
	Iteration 23Q: 3 clusters Score -8445020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -8445025.000000 Penalty: 3595.104736
	Iteration 24Q: 3 clusters Score -8445025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -8445021.000000 Penalty: 3595.104736
	Iteration 25Q: 3 clusters Score -8445021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -8445023.000000 Penalty: 3595.104736
	Iteration 26Q: 3 clusters Score -8445023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -8445029.000000 Penalty: 3595.104736
	Iteration 27Q: 3 clusters Score -8445029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -8445027.000000 Penalty: 3595.104736
	Iteration 28Q: 3 clusters Score -8445027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -8445030.000000 Penalty: 3595.104736
	Iteration 29Q: 3 clusters Score -8445030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -8445030.000000 Penalty: 3595.104736
	Iteration 30F: 3 clusters Score -8445030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -154784.109375 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154784.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155149.140625 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155149.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155356.265625 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155356.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155485.125000 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155485.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155555.187500 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155602.781250 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155627.453125 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155627.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -155650.953125 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155666.046875 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155683.406250 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155683.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155702.765625 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155724.250000 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -155738.000000 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -155749.718750 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -155763.125000 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -155769.234375 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -155773.515625 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155775.250000 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155775.250000 Penalty: 2249.859131
	Iteration 18F: 3 clusters Score -155775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132637.578125 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132637.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132936.843750 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132936.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133058.640625 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133058.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133148.234375 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133148.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133247.843750 Penalty: 2261.804688
	Iteration 4F: 3 clusters Score -133247.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133314.218750 Penalty: 2261.804688
	Iteration 5F: 3 clusters Score -133314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133372.968750 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133396.656250 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -133400.671875 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133401.500000 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133401.500000 Penalty: 2261.804688
	Iteration 10F: 3 clusters Score -133401.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -619035.750000 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -619035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -615349.375000 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -615349.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -616315.000000 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -616315 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -616475.812500 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -616475.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -616567.812500 Penalty: 2740.069092
	Iteration 3Q: 3 clusters Score -616567.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -616629.187500 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -616629.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -616675.437500 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -616675.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -616713.437500 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -616713.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -616744.500000 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -616744.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -616768.812500 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -616768.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -616793.812500 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -616793.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -616814.750000 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -616814.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -616833.312500 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -616833.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -616847.312500 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -616847.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -616860.250000 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -616860.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -616868.875000 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -616868.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -616878.250000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -616878.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -616887.937500 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -616887.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -616901.062500 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -616901.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -616918.375000 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -616918.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -616934.750000 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -616934.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -616952.125000 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -616952.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -616971.812500 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -616971.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -616992.687500 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -616992.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -617021.062500 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -617021.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -617048.937500 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -617048.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -617087.500000 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -617087.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -617135.000000 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -617135 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -617204.812500 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -617204.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -617268.812500 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -617268.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -617332.875000 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -617332.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -617391.812500 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -617391.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -617467.250000 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -617467.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -617538.687500 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -617538.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -617584.812500 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -617584.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -617617.187500 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -617617.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -617650.375000 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -617650.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -617686.250000 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -617686.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -617717.812500 Penalty: 2740.069092
	Iteration 37Q: 3 clusters Score -617717.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -617746.625000 Penalty: 2740.069092
	Iteration 38Q: 3 clusters Score -617746.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -617779.375000 Penalty: 2740.069092
	Iteration 39Q: 3 clusters Score -617779.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -617799.062500 Penalty: 2740.069092
	Iteration 40F: 3 clusters Score -617799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -617808.937500 Penalty: 2740.069092
	Iteration 41Q: 3 clusters Score -617808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -617817.437500 Penalty: 2740.069092
	Iteration 42Q: 3 clusters Score -617817.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -617827.625000 Penalty: 2740.069092
	Iteration 43Q: 3 clusters Score -617827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -617834.562500 Penalty: 2740.069092
	Iteration 44Q: 3 clusters Score -617834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -617838.187500 Penalty: 2740.069092
	Iteration 45Q: 3 clusters Score -617838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -617840.500000 Penalty: 2740.069092
	Iteration 46Q: 3 clusters Score -617840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -617842.875000 Penalty: 2740.069092
	Iteration 47Q: 3 clusters Score -617842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -617843.500000 Penalty: 2740.069092
	Iteration 48Q: 3 clusters Score -617843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -617845.187500 Penalty: 2740.069092
	Iteration 49Q: 3 clusters Score -617845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -617845.187500 Penalty: 2740.069092
	Iteration 50F: 3 clusters Score -617845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94629.585938 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94629.59 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94785.421875 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94785.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94871.664062 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94871.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94930.914062 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94930.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94966.156250 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -94966.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94991.210938 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -94991.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95000.093750 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95000.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95011.671875 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95011.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95019.375000 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95019.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95033.773438 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95033.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95051.554688 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95051.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95060.664062 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95060.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95068.015625 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -95068.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95079.632812 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -95079.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95091.000000 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -95091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95101.171875 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -95101.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95106.687500 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -95106.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95107.593750 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -95107.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95109.609375 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -95109.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95110.921875 Penalty: 2108.497314
	Iteration 19Q: 3 clusters Score -95110.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95113.125000 Penalty: 2108.497314
	Iteration 20F: 3 clusters Score -95113.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 162 members 
Entering Unmasked Estep 
Score: -34843.898438 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34843.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35043.609375 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35043.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35141.980469 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35141.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35175.574219 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -35175.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35210.746094 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35210.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35234.167969 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35234.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35257.093750 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35257.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35269.214844 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35269.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35277.632812 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35277.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35301.085938 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -35301.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35311.003906 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -35311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35314.070312 Penalty: 1888.620850
	Iteration 11Q: 3 clusters Score -35314.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35317.359375 Penalty: 1888.620850
	Iteration 12Q: 3 clusters Score -35317.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35334.960938 Penalty: 1888.620850
	Iteration 13Q: 3 clusters Score -35334.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35346.156250 Penalty: 1888.620850
	Iteration 14Q: 3 clusters Score -35346.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35347.359375 Penalty: 1888.620850
	Iteration 15Q: 3 clusters Score -35347.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35348.703125 Penalty: 1888.620850
	Iteration 16Q: 3 clusters Score -35348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35348.703125 Penalty: 1888.620850
	Iteration 17F: 3 clusters Score -35348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -432748.906250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -432748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -429786.281250 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -429786.3 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -430570.156250 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -430570.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430716.656250 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -430716.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -430805.406250 Penalty: 2640.252686
	Iteration 3Q: 3 clusters Score -430805.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -430863.031250 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -430863 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -430911.656250 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -430911.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -430955.968750 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -430956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -430992.156250 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -430992.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -431022.343750 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -431022.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -431056.937500 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -431056.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -431091.562500 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -431091.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -431122.156250 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -431122.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -431159.062500 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -431159.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -431193.750000 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -431193.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -431226.656250 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -431226.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -431264.281250 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -431264.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -431302.781250 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -431302.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -431334.687500 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -431334.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -431373.062500 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -431373.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -431415.812500 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -431415.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -431452.281250 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -431452.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -431484.468750 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -431484.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -431514.750000 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -431514.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -431546.093750 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -431546.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -431563.750000 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -431563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -431578.687500 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -431578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -431588.093750 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -431588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -431593.000000 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -431593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -431596.093750 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -431596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -431601.531250 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -431601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -431609.406250 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -431609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -431617.656250 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -431617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -431624.812500 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -431624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -431631.750000 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -431631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -431638.250000 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -431638.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -431643.875000 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -431643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -431648.781250 Penalty: 2640.252686
	Iteration 36Q: 3 clusters Score -431648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -431653.875000 Penalty: 2640.252686
	Iteration 37Q: 3 clusters Score -431653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -431656.968750 Penalty: 2640.252686
	Iteration 38Q: 3 clusters Score -431657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -431657.718750 Penalty: 2640.252686
	Iteration 39Q: 3 clusters Score -431657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -431657.906250 Penalty: 2640.252686
	Iteration 40F: 3 clusters Score -431657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -195127.531250 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -195127.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193197.859375 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -193197.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -193729.750000 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -193729.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -193943.921875 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -193943.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194087.312500 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -194087.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -194166.437500 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -194166.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194209.187500 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -194209.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194236.000000 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -194236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -194251.843750 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -194251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194261.953125 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -194262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194268.203125 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -194268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194273.453125 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -194273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194278.046875 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -194278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194284.750000 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -194284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -194299.703125 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -194299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194308.921875 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -194308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194319.531250 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -194319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194332.812500 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -194332.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194345.406250 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -194345.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194357.203125 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -194357.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194370.921875 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -194370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194386.046875 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -194386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194396.296875 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -194396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194404.843750 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -194404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -194414.750000 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -194414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -194430.968750 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -194431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194451.875000 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -194451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -194472.218750 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -194472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -194493.109375 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -194493.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194512.765625 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -194512.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -194531.328125 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -194531.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -194545.531250 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -194545.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194565.890625 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -194565.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194590.281250 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -194590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194617.000000 Penalty: 2425.779541
	Iteration 33Q: 3 clusters Score -194617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194639.125000 Penalty: 2425.779541
	Iteration 34Q: 3 clusters Score -194639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194651.718750 Penalty: 2425.779541
	Iteration 35Q: 3 clusters Score -194651.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194664.218750 Penalty: 2425.779541
	Iteration 36Q: 3 clusters Score -194664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194674.843750 Penalty: 2425.779541
	Iteration 37Q: 3 clusters Score -194674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194683.562500 Penalty: 2425.779541
	Iteration 38Q: 3 clusters Score -194683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194692.562500 Penalty: 2425.779541
	Iteration 39Q: 3 clusters Score -194692.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194704.421875 Penalty: 2425.779541
	Iteration 40F: 3 clusters Score -194704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -194716.156250 Penalty: 2425.779541
	Iteration 41Q: 3 clusters Score -194716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194735.281250 Penalty: 2425.779541
	Iteration 42Q: 3 clusters Score -194735.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194743.000000 Penalty: 2425.779541
	Iteration 43Q: 3 clusters Score -194743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194746.968750 Penalty: 2425.779541
	Iteration 44Q: 3 clusters Score -194747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -194751.125000 Penalty: 2425.779541
	Iteration 45Q: 3 clusters Score -194751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194753.250000 Penalty: 2425.779541
	Iteration 46Q: 3 clusters Score -194753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194755.250000 Penalty: 2425.779541
	Iteration 47Q: 3 clusters Score -194755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194755.578125 Penalty: 2425.779541
	Iteration 48Q: 3 clusters Score -194755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194756.093750 Penalty: 2425.779541
	Iteration 49Q: 3 clusters Score -194756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194756.593750 Penalty: 2425.779541
	Iteration 50Q: 3 clusters Score -194756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194757.093750 Penalty: 2425.779541
	Iteration 51Q: 3 clusters Score -194757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194757.093750 Penalty: 2425.779541
	Iteration 52F: 3 clusters Score -194757.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -452975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -449963.093750 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -449963.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -450734.125000 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -450734.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -450866.062500 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -450866.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -450957.937500 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -450957.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -451034.843750 Penalty: 2649.089600
	Iteration 4Q: 3 clusters Score -451034.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -451106.343750 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -451106.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -451192.625000 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -451192.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -451278.906250 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -451278.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -451366.906250 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -451366.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -451440.906250 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -451440.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -451519.156250 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -451519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -451600.562500 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -451600.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -451673.218750 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -451673.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -451727.375000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -451727.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -451768.687500 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -451768.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -451808.843750 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -451808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -451839.531250 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -451839.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -451862.343750 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -451862.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -451876.593750 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -451876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -451885.406250 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -451885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -451895.218750 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -451895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -451901.093750 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -451901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -451904.843750 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -451904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -451910.906250 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -451910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -451917.343750 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -451917.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -451926.125000 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -451926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -451932.000000 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -451932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -451935.093750 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -451935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -451938.625000 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -451938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -451940.875000 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -451940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -451941.375000 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -451941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -451943.093750 Penalty: 2649.089600
	Iteration 31Q: 3 clusters Score -451943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -451944.062500 Penalty: 2649.089600
	Iteration 32Q: 3 clusters Score -451944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -451944.500000 Penalty: 2649.089600
	Iteration 33Q: 3 clusters Score -451944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -451945.468750 Penalty: 2649.089600
	Iteration 34Q: 3 clusters Score -451945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -451947.062500 Penalty: 2649.089600
	Iteration 35Q: 3 clusters Score -451947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -451948.500000 Penalty: 2649.089600
	Iteration 36Q: 3 clusters Score -451948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -451950.000000 Penalty: 2649.089600
	Iteration 37Q: 3 clusters Score -451950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -451951.781250 Penalty: 2649.089600
	Iteration 38Q: 3 clusters Score -451951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -451951.968750 Penalty: 2649.089600
	Iteration 39Q: 3 clusters Score -451952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -451952.187500 Penalty: 2649.089600
	Iteration 40F: 3 clusters Score -451952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -481346.031250 Penalty: 1337.641846
	Iteration 0F: 2 clusters Score -481346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -478155.406250 Penalty: 2675.283691
	Iteration 0F: 3 clusters Score -478155.4 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -479117.968750 Penalty: 2675.283691
	Iteration 1F: 3 clusters Score -479118 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -479380.968750 Penalty: 2675.283691
	Iteration 2F: 3 clusters Score -479381 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -479573.875000 Penalty: 2675.283691
	Iteration 3F: 3 clusters Score -479573.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -479758.500000 Penalty: 2675.283691
	Iteration 4F: 3 clusters Score -479758.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -479910.218750 Penalty: 2675.283691
	Iteration 5Q: 3 clusters Score -479910.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -480023.218750 Penalty: 2675.283691
	Iteration 6Q: 3 clusters Score -480023.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -480118.843750 Penalty: 2675.283691
	Iteration 7Q: 3 clusters Score -480118.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -480211.875000 Penalty: 2675.283691
	Iteration 8Q: 3 clusters Score -480211.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -480280.125000 Penalty: 2675.283691
	Iteration 9Q: 3 clusters Score -480280.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -480324.156250 Penalty: 2675.283691
	Iteration 10Q: 3 clusters Score -480324.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -480356.968750 Penalty: 2675.283691
	Iteration 11Q: 3 clusters Score -480357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -480379.156250 Penalty: 2675.283691
	Iteration 12Q: 3 clusters Score -480379.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -480395.156250 Penalty: 2675.283691
	Iteration 13Q: 3 clusters Score -480395.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -480411.968750 Penalty: 2675.283691
	Iteration 14Q: 3 clusters Score -480412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -480428.750000 Penalty: 2675.283691
	Iteration 15Q: 3 clusters Score -480428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -480441.281250 Penalty: 2675.283691
	Iteration 16Q: 3 clusters Score -480441.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -480450.093750 Penalty: 2675.283691
	Iteration 17Q: 3 clusters Score -480450.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -480461.843750 Penalty: 2675.283691
	Iteration 18Q: 3 clusters Score -480461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -480470.437500 Penalty: 2675.283691
	Iteration 19Q: 3 clusters Score -480470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -480474.656250 Penalty: 2675.283691
	Iteration 20F: 3 clusters Score -480474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -480479.250000 Penalty: 2675.283691
	Iteration 21Q: 3 clusters Score -480479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -480483.187500 Penalty: 2675.283691
	Iteration 22Q: 3 clusters Score -480483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -480484.812500 Penalty: 2675.283691
	Iteration 23Q: 3 clusters Score -480484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -480488.343750 Penalty: 2675.283691
	Iteration 24Q: 3 clusters Score -480488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -480490.968750 Penalty: 2675.283691
	Iteration 25Q: 3 clusters Score -480491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -480492.875000 Penalty: 2675.283691
	Iteration 26Q: 3 clusters Score -480492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -480495.875000 Penalty: 2675.283691
	Iteration 27Q: 3 clusters Score -480495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -480501.718750 Penalty: 2675.283691
	Iteration 28Q: 3 clusters Score -480501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -480510.312500 Penalty: 2675.283691
	Iteration 29Q: 3 clusters Score -480510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -480520.250000 Penalty: 2675.283691
	Iteration 30Q: 3 clusters Score -480520.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -480536.593750 Penalty: 2675.283691
	Iteration 31Q: 3 clusters Score -480536.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -480556.531250 Penalty: 2675.283691
	Iteration 32Q: 3 clusters Score -480556.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -480567.375000 Penalty: 2675.283691
	Iteration 33Q: 3 clusters Score -480567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -480577.750000 Penalty: 2675.283691
	Iteration 34Q: 3 clusters Score -480577.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -480583.468750 Penalty: 2675.283691
	Iteration 35Q: 3 clusters Score -480583.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -480597.125000 Penalty: 2675.283691
	Iteration 36Q: 3 clusters Score -480597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -480604.875000 Penalty: 2675.283691
	Iteration 37Q: 3 clusters Score -480604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -480609.656250 Penalty: 2675.283691
	Iteration 38Q: 3 clusters Score -480609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -480614.156250 Penalty: 2675.283691
	Iteration 39Q: 3 clusters Score -480614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -480614.875000 Penalty: 2675.283691
	Iteration 40F: 3 clusters Score -480614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480615.281250 Penalty: 2675.283691
	Iteration 41Q: 3 clusters Score -480615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480615.281250 Penalty: 2675.283691
	Iteration 42F: 3 clusters Score -480615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43520.187500 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -43520.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42617.914062 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -42617.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42867.804688 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -42867.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42950.515625 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -42950.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43006.941406 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -43006.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43038.046875 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -43038.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43055.265625 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -43055.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43076.300781 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -43076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43090.535156 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -43090.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43091.328125 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -43091.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43091.328125 Penalty: 1945.596924
	Iteration 9F: 3 clusters Score -43091.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -604746.687500 Penalty: 1375.263428
	Iteration 0F: 2 clusters Score -604746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -600944.687500 Penalty: 2750.526855
	Iteration 0F: 3 clusters Score -600944.7 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -602070.937500 Penalty: 2750.526855
	Iteration 1F: 3 clusters Score -602070.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -602275.500000 Penalty: 2750.526855
	Iteration 2F: 3 clusters Score -602275.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -602436.562500 Penalty: 2750.526855
	Iteration 3F: 3 clusters Score -602436.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -602540.062500 Penalty: 2750.526855
	Iteration 4Q: 3 clusters Score -602540.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -602631.125000 Penalty: 2750.526855
	Iteration 5Q: 3 clusters Score -602631.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -602713.687500 Penalty: 2750.526855
	Iteration 6Q: 3 clusters Score -602713.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -602772.750000 Penalty: 2750.526855
	Iteration 7Q: 3 clusters Score -602772.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -602826.062500 Penalty: 2750.526855
	Iteration 8Q: 3 clusters Score -602826.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -602881.625000 Penalty: 2750.526855
	Iteration 9Q: 3 clusters Score -602881.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -602944.625000 Penalty: 2750.526855
	Iteration 10Q: 3 clusters Score -602944.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -603004.187500 Penalty: 2750.526855
	Iteration 11Q: 3 clusters Score -603004.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -603050.437500 Penalty: 2750.526855
	Iteration 12Q: 3 clusters Score -603050.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -603090.437500 Penalty: 2750.526855
	Iteration 13Q: 3 clusters Score -603090.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -603124.562500 Penalty: 2750.526855
	Iteration 14Q: 3 clusters Score -603124.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -603155.437500 Penalty: 2750.526855
	Iteration 15Q: 3 clusters Score -603155.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -603188.187500 Penalty: 2750.526855
	Iteration 16Q: 3 clusters Score -603188.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -603220.312500 Penalty: 2750.526855
	Iteration 17Q: 3 clusters Score -603220.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -603266.812500 Penalty: 2750.526855
	Iteration 18Q: 3 clusters Score -603266.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -603308.812500 Penalty: 2750.526855
	Iteration 19Q: 3 clusters Score -603308.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -603347.187500 Penalty: 2750.526855
	Iteration 20F: 3 clusters Score -603347.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -603380.875000 Penalty: 2750.526855
	Iteration 21Q: 3 clusters Score -603380.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -603413.250000 Penalty: 2750.526855
	Iteration 22Q: 3 clusters Score -603413.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -603452.875000 Penalty: 2750.526855
	Iteration 23Q: 3 clusters Score -603452.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -603487.312500 Penalty: 2750.526855
	Iteration 24Q: 3 clusters Score -603487.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -603517.187500 Penalty: 2750.526855
	Iteration 25Q: 3 clusters Score -603517.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -603550.500000 Penalty: 2750.526855
	Iteration 26Q: 3 clusters Score -603550.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -603571.187500 Penalty: 2750.526855
	Iteration 27Q: 3 clusters Score -603571.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -603590.750000 Penalty: 2750.526855
	Iteration 28Q: 3 clusters Score -603590.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -603606.625000 Penalty: 2750.526855
	Iteration 29Q: 3 clusters Score -603606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -603615.250000 Penalty: 2750.526855
	Iteration 30Q: 3 clusters Score -603615.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -603625.062500 Penalty: 2750.526855
	Iteration 31Q: 3 clusters Score -603625.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -603631.250000 Penalty: 2750.526855
	Iteration 32Q: 3 clusters Score -603631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -603637.062500 Penalty: 2750.526855
	Iteration 33Q: 3 clusters Score -603637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -603643.375000 Penalty: 2750.526855
	Iteration 34Q: 3 clusters Score -603643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -603647.875000 Penalty: 2750.526855
	Iteration 35Q: 3 clusters Score -603647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -603652.687500 Penalty: 2750.526855
	Iteration 36Q: 3 clusters Score -603652.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -603660.437500 Penalty: 2750.526855
	Iteration 37Q: 3 clusters Score -603660.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -603668.312500 Penalty: 2750.526855
	Iteration 38Q: 3 clusters Score -603668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -603676.187500 Penalty: 2750.526855
	Iteration 39Q: 3 clusters Score -603676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -603686.437500 Penalty: 2750.526855
	Iteration 40F: 3 clusters Score -603686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -603689.625000 Penalty: 2750.526855
	Iteration 41Q: 3 clusters Score -603689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -603694.500000 Penalty: 2750.526855
	Iteration 42Q: 3 clusters Score -603694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -603699.125000 Penalty: 2750.526855
	Iteration 43Q: 3 clusters Score -603699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -603699.812500 Penalty: 2750.526855
	Iteration 44Q: 3 clusters Score -603699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -603700.437500 Penalty: 2750.526855
	Iteration 45Q: 3 clusters Score -603700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -603700.125000 Penalty: 2750.526855
	Iteration 46Q: 3 clusters Score -603700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -603701.375000 Penalty: 2750.526855
	Iteration 47Q: 3 clusters Score -603701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -603703.312500 Penalty: 2750.526855
	Iteration 48Q: 3 clusters Score -603703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -603703.312500 Penalty: 2750.526855
	Iteration 49F: 3 clusters Score -603703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -130793.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -130793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129347.679688 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -129347.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129618.429688 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -129618.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129707.992188 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -129708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129743.757812 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -129743.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129765.312500 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -129765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129778.718750 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -129778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129791.390625 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -129791.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129800.234375 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -129800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129807.500000 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -129807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129811.062500 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -129811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129814.328125 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -129814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129815.890625 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -129815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129820.609375 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -129820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129825.468750 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -129825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129828.507812 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -129828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129832.437500 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -129832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129835.703125 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -129835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129837.632812 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -129837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129838.148438 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -129838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129838.343750 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -129838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129838.343750 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -129838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152191.328125 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152191.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152483.421875 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152483.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152603.328125 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152603.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152670.906250 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -152670.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152695.656250 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152707.750000 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152716.593750 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152730.171875 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152748.796875 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152769.531250 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152769.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152779.546875 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152790.828125 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152804.031250 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152807.625000 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152809.265625 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -152809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152810.828125 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -152810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152811.656250 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -152811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152813.859375 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -152813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152816.593750 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -152816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152818.250000 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -152818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152819.328125 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -152819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152820.968750 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -152821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152821.953125 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -152822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152821.953125 Penalty: 2296.046875
	Iteration 23F: 3 clusters Score -152822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -1008604.812500 Penalty: 1453.149902
	Iteration 0F: 2 clusters Score -1008605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1002984.500000 Penalty: 2906.299805
	Iteration 0F: 3 clusters Score -1002984 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1004746.312500 Penalty: 2906.299805
	Iteration 1F: 3 clusters Score -1004746 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1004964.312500 Penalty: 2906.299805
	Iteration 2F: 3 clusters Score -1004964 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1005118.500000 Penalty: 2906.299805
	Iteration 3Q: 3 clusters Score -1005118 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1005280.312500 Penalty: 2906.299805
	Iteration 4Q: 3 clusters Score -1005280 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1005419.562500 Penalty: 2906.299805
	Iteration 5Q: 3 clusters Score -1005420 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1005575.000000 Penalty: 2906.299805
	Iteration 6Q: 3 clusters Score -1005575 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1005734.500000 Penalty: 2906.299805
	Iteration 7Q: 3 clusters Score -1005734 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1005919.375000 Penalty: 2906.299805
	Iteration 8Q: 3 clusters Score -1005919 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1006140.437500 Penalty: 2906.299805
	Iteration 9Q: 3 clusters Score -1006140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1006372.375000 Penalty: 2906.299805
	Iteration 10Q: 3 clusters Score -1006372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1006587.125000 Penalty: 2906.299805
	Iteration 11Q: 3 clusters Score -1006587 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1006810.437500 Penalty: 2906.299805
	Iteration 12Q: 3 clusters Score -1006810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1006983.125000 Penalty: 2906.299805
	Iteration 13Q: 3 clusters Score -1006983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1007117.250000 Penalty: 2906.299805
	Iteration 14Q: 3 clusters Score -1007117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1007213.750000 Penalty: 2906.299805
	Iteration 15Q: 3 clusters Score -1007214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1007280.750000 Penalty: 2906.299805
	Iteration 16Q: 3 clusters Score -1007281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1007331.500000 Penalty: 2906.299805
	Iteration 17Q: 3 clusters Score -1007332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1007361.500000 Penalty: 2906.299805
	Iteration 18Q: 3 clusters Score -1007362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1007392.000000 Penalty: 2906.299805
	Iteration 19Q: 3 clusters Score -1007392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1007417.437500 Penalty: 2906.299805
	Iteration 20F: 3 clusters Score -1007417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1007437.687500 Penalty: 2906.299805
	Iteration 21Q: 3 clusters Score -1007438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1007444.250000 Penalty: 2906.299805
	Iteration 22Q: 3 clusters Score -1007444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1007454.812500 Penalty: 2906.299805
	Iteration 23Q: 3 clusters Score -1007455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1007463.125000 Penalty: 2906.299805
	Iteration 24Q: 3 clusters Score -1007463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1007472.625000 Penalty: 2906.299805
	Iteration 25Q: 3 clusters Score -1007473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1007477.687500 Penalty: 2906.299805
	Iteration 26Q: 3 clusters Score -1007478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1007485.500000 Penalty: 2906.299805
	Iteration 27Q: 3 clusters Score -1007486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1007488.562500 Penalty: 2906.299805
	Iteration 28Q: 3 clusters Score -1007489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1007491.875000 Penalty: 2906.299805
	Iteration 29Q: 3 clusters Score -1007492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1007494.812500 Penalty: 2906.299805
	Iteration 30Q: 3 clusters Score -1007495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1007499.562500 Penalty: 2906.299805
	Iteration 31Q: 3 clusters Score -1007500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1007502.125000 Penalty: 2906.299805
	Iteration 32Q: 3 clusters Score -1007502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1007501.687500 Penalty: 2906.299805
	Iteration 33Q: 3 clusters Score -1007502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1007503.250000 Penalty: 2906.299805
	Iteration 34Q: 3 clusters Score -1007503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1007504.687500 Penalty: 2906.299805
	Iteration 35Q: 3 clusters Score -1007505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1007504.500000 Penalty: 2906.299805
	Iteration 36Q: 3 clusters Score -1007504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1007505.812500 Penalty: 2906.299805
	Iteration 37Q: 3 clusters Score -1007506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1007507.812500 Penalty: 2906.299805
	Iteration 38Q: 3 clusters Score -1007508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1007507.812500 Penalty: 2906.299805
	Iteration 39F: 3 clusters Score -1007508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Entering Unmasked Estep 
Score: -10184018.000000 Penalty: 1823.376831
	Iteration 0F: 2 clusters Score -1.018402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -10136250.000000 Penalty: 3646.753662
	Iteration 0F: 3 clusters Score -1.013625e+07 nChanged 35320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -10156723.000000 Penalty: 3646.753662
	Iteration 1F: 3 clusters Score -1.015672e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -10157545.000000 Penalty: 3646.753662
	Iteration 2Q: 3 clusters Score -1.015754e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -10158567.000000 Penalty: 3646.753662
	Iteration 3Q: 3 clusters Score -1.015857e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -10159901.000000 Penalty: 3646.753662
	Iteration 4Q: 3 clusters Score -1.01599e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -10161642.000000 Penalty: 3646.753662
	Iteration 5F: 3 clusters Score -1.016164e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -10163768.000000 Penalty: 3646.753662
	Iteration 6F: 3 clusters Score -1.016377e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -10166178.000000 Penalty: 3646.753662
	Iteration 7F: 3 clusters Score -1.016618e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -10168905.000000 Penalty: 3646.753662
	Iteration 8F: 3 clusters Score -1.01689e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -10171637.000000 Penalty: 3646.753662
	Iteration 9F: 3 clusters Score -1.017164e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -10173564.000000 Penalty: 3646.753662
	Iteration 10Q: 3 clusters Score -1.017356e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -10174610.000000 Penalty: 3646.753662
	Iteration 11Q: 3 clusters Score -1.017461e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -10175402.000000 Penalty: 3646.753662
	Iteration 12Q: 3 clusters Score -1.01754e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -10176102.000000 Penalty: 3646.753662
	Iteration 13Q: 3 clusters Score -1.01761e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -10176858.000000 Penalty: 3646.753662
	Iteration 14Q: 3 clusters Score -1.017686e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -10177614.000000 Penalty: 3646.753662
	Iteration 15Q: 3 clusters Score -1.017761e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -10178468.000000 Penalty: 3646.753662
	Iteration 16Q: 3 clusters Score -1.017847e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -10179286.000000 Penalty: 3646.753662
	Iteration 17Q: 3 clusters Score -1.017929e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -10179908.000000 Penalty: 3646.753662
	Iteration 18Q: 3 clusters Score -1.017991e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -10180433.000000 Penalty: 3646.753662
	Iteration 19Q: 3 clusters Score -1.018043e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -10180901.000000 Penalty: 3646.753662
	Iteration 20F: 3 clusters Score -1.01809e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -10181288.000000 Penalty: 3646.753662
	Iteration 21Q: 3 clusters Score -1.018129e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -10181681.000000 Penalty: 3646.753662
	Iteration 22Q: 3 clusters Score -1.018168e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -10181935.000000 Penalty: 3646.753662
	Iteration 23Q: 3 clusters Score -1.018194e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10182159.000000 Penalty: 3646.753662
	Iteration 24Q: 3 clusters Score -1.018216e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10182286.000000 Penalty: 3646.753662
	Iteration 25Q: 3 clusters Score -1.018229e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -10182351.000000 Penalty: 3646.753662
	Iteration 26Q: 3 clusters Score -1.018235e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10182405.000000 Penalty: 3646.753662
	Iteration 27Q: 3 clusters Score -1.01824e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10182460.000000 Penalty: 3646.753662
	Iteration 28Q: 3 clusters Score -1.018246e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10182510.000000 Penalty: 3646.753662
	Iteration 29Q: 3 clusters Score -1.018251e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10182567.000000 Penalty: 3646.753662
	Iteration 30Q: 3 clusters Score -1.018257e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10182575.000000 Penalty: 3646.753662
	Iteration 31Q: 3 clusters Score -1.018258e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10182570.000000 Penalty: 3646.753662
	Iteration 32Q: 3 clusters Score -1.018257e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10182579.000000 Penalty: 3646.753662
	Iteration 33Q: 3 clusters Score -1.018258e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10182584.000000 Penalty: 3646.753662
	Iteration 34Q: 3 clusters Score -1.018258e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10182621.000000 Penalty: 3646.753662
	Iteration 35Q: 3 clusters Score -1.018262e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -10182644.000000 Penalty: 3646.753662
	Iteration 36Q: 3 clusters Score -1.018264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10182675.000000 Penalty: 3646.753662
	Iteration 37Q: 3 clusters Score -1.018268e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10182712.000000 Penalty: 3646.753662
	Iteration 38Q: 3 clusters Score -1.018271e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10182715.000000 Penalty: 3646.753662
	Iteration 39Q: 3 clusters Score -1.018272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10182728.000000 Penalty: 3646.753662
	Iteration 40F: 3 clusters Score -1.018273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10182709.000000 Penalty: 3646.753662
	Iteration 41Q: 3 clusters Score -1.018271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10182724.000000 Penalty: 3646.753662
	Iteration 42Q: 3 clusters Score -1.018272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10182745.000000 Penalty: 3646.753662
	Iteration 43Q: 3 clusters Score -1.018274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10182738.000000 Penalty: 3646.753662
	Iteration 44Q: 3 clusters Score -1.018274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10182737.000000 Penalty: 3646.753662
	Iteration 45Q: 3 clusters Score -1.018274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -10182738.000000 Penalty: 3646.753662
	Iteration 46Q: 3 clusters Score -1.018274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10182749.000000 Penalty: 3646.753662
	Iteration 47Q: 3 clusters Score -1.018275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10182745.000000 Penalty: 3646.753662
	Iteration 48Q: 3 clusters Score -1.018274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10182742.000000 Penalty: 3646.753662
	Iteration 49Q: 3 clusters Score -1.018274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10182739.000000 Penalty: 3646.753662
	Iteration 50Q: 3 clusters Score -1.018274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10182741.000000 Penalty: 3646.753662
	Iteration 51Q: 3 clusters Score -1.018274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10182738.000000 Penalty: 3646.753662
	Iteration 52Q: 3 clusters Score -1.018274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10182744.000000 Penalty: 3646.753662
	Iteration 53Q: 3 clusters Score -1.018274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10182749.000000 Penalty: 3646.753662
	Iteration 54Q: 3 clusters Score -1.018275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10182737.000000 Penalty: 3646.753662
	Iteration 55Q: 3 clusters Score -1.018274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10182732.000000 Penalty: 3646.753662
	Iteration 56Q: 3 clusters Score -1.018273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10182742.000000 Penalty: 3646.753662
	Iteration 57Q: 3 clusters Score -1.018274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10182746.000000 Penalty: 3646.753662
	Iteration 58Q: 3 clusters Score -1.018275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10182737.000000 Penalty: 3646.753662
	Iteration 59Q: 3 clusters Score -1.018274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10182729.000000 Penalty: 3646.753662
	Iteration 60F: 3 clusters Score -1.018273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10182736.000000 Penalty: 3646.753662
	Iteration 61Q: 3 clusters Score -1.018274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10182735.000000 Penalty: 3646.753662
	Iteration 62Q: 3 clusters Score -1.018274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10182736.000000 Penalty: 3646.753662
	Iteration 63Q: 3 clusters Score -1.018274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10182742.000000 Penalty: 3646.753662
	Iteration 64Q: 3 clusters Score -1.018274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10182754.000000 Penalty: 3646.753662
	Iteration 65Q: 3 clusters Score -1.018275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10182748.000000 Penalty: 3646.753662
	Iteration 66Q: 3 clusters Score -1.018275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10182759.000000 Penalty: 3646.753662
	Iteration 67Q: 3 clusters Score -1.018276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10182775.000000 Penalty: 3646.753662
	Iteration 68Q: 3 clusters Score -1.018278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10182767.000000 Penalty: 3646.753662
	Iteration 69Q: 3 clusters Score -1.018277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10182771.000000 Penalty: 3646.753662
	Iteration 70Q: 3 clusters Score -1.018277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10182775.000000 Penalty: 3646.753662
	Iteration 71Q: 3 clusters Score -1.018278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10182768.000000 Penalty: 3646.753662
	Iteration 72Q: 3 clusters Score -1.018277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10182766.000000 Penalty: 3646.753662
	Iteration 73Q: 3 clusters Score -1.018277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10182772.000000 Penalty: 3646.753662
	Iteration 74Q: 3 clusters Score -1.018277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10182768.000000 Penalty: 3646.753662
	Iteration 75Q: 3 clusters Score -1.018277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10182763.000000 Penalty: 3646.753662
	Iteration 76Q: 3 clusters Score -1.018276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10182770.000000 Penalty: 3646.753662
	Iteration 77Q: 3 clusters Score -1.018277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10182764.000000 Penalty: 3646.753662
	Iteration 78Q: 3 clusters Score -1.018276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10182763.000000 Penalty: 3646.753662
	Iteration 79Q: 3 clusters Score -1.018276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10182764.000000 Penalty: 3646.753662
	Iteration 80F: 3 clusters Score -1.018276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10182770.000000 Penalty: 3646.753662
	Iteration 81Q: 3 clusters Score -1.018277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10182767.000000 Penalty: 3646.753662
	Iteration 82Q: 3 clusters Score -1.018277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10182772.000000 Penalty: 3646.753662
	Iteration 83Q: 3 clusters Score -1.018277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10182768.000000 Penalty: 3646.753662
	Iteration 84Q: 3 clusters Score -1.018277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10182774.000000 Penalty: 3646.753662
	Iteration 85Q: 3 clusters Score -1.018277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10182777.000000 Penalty: 3646.753662
	Iteration 86Q: 3 clusters Score -1.018278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10182783.000000 Penalty: 3646.753662
	Iteration 87Q: 3 clusters Score -1.018278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10182783.000000 Penalty: 3646.753662
	Iteration 88F: 3 clusters Score -1.018278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81635.367188 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81635.37 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81805.906250 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81805.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81857.835938 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81857.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81899.234375 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -81899.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81933.835938 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -81933.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81945.125000 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -81945.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81949.679688 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -81949.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81955.710938 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -81955.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81962.226562 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -81962.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81968.359375 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -81968.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81977.656250 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -81977.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81990.101562 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -81990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82002.281250 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82002.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82013.390625 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82013.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82028.140625 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82028.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82039.007812 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82039.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82064.265625 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82064.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82114.390625 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -82114.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82188.632812 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -82188.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82242.250000 Penalty: 2110.961182
	Iteration 19Q: 3 clusters Score -82242.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82275.500000 Penalty: 2110.961182
	Iteration 20F: 3 clusters Score -82275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82291.578125 Penalty: 2110.961182
	Iteration 21Q: 3 clusters Score -82291.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82300.054688 Penalty: 2110.961182
	Iteration 22Q: 3 clusters Score -82300.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82300.054688 Penalty: 2110.961182
	Iteration 23F: 3 clusters Score -82300.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Entering Unmasked Estep 
Score: -4398298.500000 Penalty: 1695.256714
	Iteration 0F: 2 clusters Score -4398298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4375459.000000 Penalty: 3390.513428
	Iteration 0F: 3 clusters Score -4375459 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4384329.500000 Penalty: 3390.513428
	Iteration 1F: 3 clusters Score -4384330 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4385027.000000 Penalty: 3390.513428
	Iteration 2F: 3 clusters Score -4385027 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4385813.000000 Penalty: 3390.513428
	Iteration 3F: 3 clusters Score -4385813 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4386723.500000 Penalty: 3390.513428
	Iteration 4F: 3 clusters Score -4386724 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4387704.500000 Penalty: 3390.513428
	Iteration 5F: 3 clusters Score -4387704 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4388768.500000 Penalty: 3390.513428
	Iteration 6F: 3 clusters Score -4388768 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4389766.500000 Penalty: 3390.513428
	Iteration 7F: 3 clusters Score -4389766 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4390676.500000 Penalty: 3390.513428
	Iteration 8Q: 3 clusters Score -4390676 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4391501.000000 Penalty: 3390.513428
	Iteration 9Q: 3 clusters Score -4391501 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4392328.500000 Penalty: 3390.513428
	Iteration 10Q: 3 clusters Score -4392328 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4393011.000000 Penalty: 3390.513428
	Iteration 11Q: 3 clusters Score -4393011 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -4393598.000000 Penalty: 3390.513428
	Iteration 12Q: 3 clusters Score -4393598 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4394010.000000 Penalty: 3390.513428
	Iteration 13Q: 3 clusters Score -4394010 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4394295.500000 Penalty: 3390.513428
	Iteration 14Q: 3 clusters Score -4394296 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4394502.000000 Penalty: 3390.513428
	Iteration 15Q: 3 clusters Score -4394502 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4394649.000000 Penalty: 3390.513428
	Iteration 16Q: 3 clusters Score -4394649 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -4394820.000000 Penalty: 3390.513428
	Iteration 17Q: 3 clusters Score -4394820 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4394962.000000 Penalty: 3390.513428
	Iteration 18Q: 3 clusters Score -4394962 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4395131.500000 Penalty: 3390.513428
	Iteration 19Q: 3 clusters Score -4395132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4395322.500000 Penalty: 3390.513428
	Iteration 20F: 3 clusters Score -4395322 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4395504.500000 Penalty: 3390.513428
	Iteration 21Q: 3 clusters Score -4395504 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -4395708.000000 Penalty: 3390.513428
	Iteration 22Q: 3 clusters Score -4395708 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4395941.000000 Penalty: 3390.513428
	Iteration 23Q: 3 clusters Score -4395941 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -4396065.000000 Penalty: 3390.513428
	Iteration 24Q: 3 clusters Score -4396065 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4396151.000000 Penalty: 3390.513428
	Iteration 25Q: 3 clusters Score -4396151 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4396227.000000 Penalty: 3390.513428
	Iteration 26Q: 3 clusters Score -4396227 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4396273.500000 Penalty: 3390.513428
	Iteration 27Q: 3 clusters Score -4396274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4396335.500000 Penalty: 3390.513428
	Iteration 28Q: 3 clusters Score -4396336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4396363.500000 Penalty: 3390.513428
	Iteration 29Q: 3 clusters Score -4396364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4396394.500000 Penalty: 3390.513428
	Iteration 30Q: 3 clusters Score -4396394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4396420.500000 Penalty: 3390.513428
	Iteration 31Q: 3 clusters Score -4396420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4396430.500000 Penalty: 3390.513428
	Iteration 32Q: 3 clusters Score -4396430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4396435.500000 Penalty: 3390.513428
	Iteration 33Q: 3 clusters Score -4396436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4396442.000000 Penalty: 3390.513428
	Iteration 34Q: 3 clusters Score -4396442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -4396445.500000 Penalty: 3390.513428
	Iteration 35Q: 3 clusters Score -4396446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4396441.000000 Penalty: 3390.513428
	Iteration 36Q: 3 clusters Score -4396441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4396440.000000 Penalty: 3390.513428
	Iteration 37Q: 3 clusters Score -4396440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4396446.500000 Penalty: 3390.513428
	Iteration 38Q: 3 clusters Score -4396446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4396445.500000 Penalty: 3390.513428
	Iteration 39Q: 3 clusters Score -4396446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4396439.500000 Penalty: 3390.513428
	Iteration 40F: 3 clusters Score -4396440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -4396454.000000 Penalty: 3390.513428
	Iteration 41Q: 3 clusters Score -4396454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4396449.500000 Penalty: 3390.513428
	Iteration 42Q: 3 clusters Score -4396450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4396456.000000 Penalty: 3390.513428
	Iteration 43Q: 3 clusters Score -4396456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4396458.500000 Penalty: 3390.513428
	Iteration 44Q: 3 clusters Score -4396458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4396456.500000 Penalty: 3390.513428
	Iteration 45Q: 3 clusters Score -4396456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4396458.000000 Penalty: 3390.513428
	Iteration 46Q: 3 clusters Score -4396458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4396464.000000 Penalty: 3390.513428
	Iteration 47Q: 3 clusters Score -4396464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4396467.500000 Penalty: 3390.513428
	Iteration 48Q: 3 clusters Score -4396468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4396464.000000 Penalty: 3390.513428
	Iteration 49Q: 3 clusters Score -4396464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4396466.000000 Penalty: 3390.513428
	Iteration 50Q: 3 clusters Score -4396466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4396466.000000 Penalty: 3390.513428
	Iteration 51Q: 3 clusters Score -4396466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4396465.500000 Penalty: 3390.513428
	Iteration 52Q: 3 clusters Score -4396466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4396465.500000 Penalty: 3390.513428
	Iteration 53Q: 3 clusters Score -4396466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -4396466.500000 Penalty: 3390.513428
	Iteration 54Q: 3 clusters Score -4396466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4396467.000000 Penalty: 3390.513428
	Iteration 55Q: 3 clusters Score -4396467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4396464.000000 Penalty: 3390.513428
	Iteration 56Q: 3 clusters Score -4396464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4396466.500000 Penalty: 3390.513428
	Iteration 57Q: 3 clusters Score -4396466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4396479.500000 Penalty: 3390.513428
	Iteration 58Q: 3 clusters Score -4396480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4396485.000000 Penalty: 3390.513428
	Iteration 59Q: 3 clusters Score -4396485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4396489.500000 Penalty: 3390.513428
	Iteration 60F: 3 clusters Score -4396490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4396491.000000 Penalty: 3390.513428
	Iteration 61Q: 3 clusters Score -4396491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -4396489.500000 Penalty: 3390.513428
	Iteration 62Q: 3 clusters Score -4396490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4396498.000000 Penalty: 3390.513428
	Iteration 63Q: 3 clusters Score -4396498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4396502.000000 Penalty: 3390.513428
	Iteration 64Q: 3 clusters Score -4396502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4396509.500000 Penalty: 3390.513428
	Iteration 65Q: 3 clusters Score -4396510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4396510.000000 Penalty: 3390.513428
	Iteration 66Q: 3 clusters Score -4396510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4396508.500000 Penalty: 3390.513428
	Iteration 67Q: 3 clusters Score -4396508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4396498.000000 Penalty: 3390.513428
	Iteration 68Q: 3 clusters Score -4396498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4396501.000000 Penalty: 3390.513428
	Iteration 69Q: 3 clusters Score -4396501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -4396510.500000 Penalty: 3390.513428
	Iteration 70Q: 3 clusters Score -4396510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4396512.500000 Penalty: 3390.513428
	Iteration 71Q: 3 clusters Score -4396512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4396512.000000 Penalty: 3390.513428
	Iteration 72Q: 3 clusters Score -4396512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4396516.000000 Penalty: 3390.513428
	Iteration 73Q: 3 clusters Score -4396516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4396513.000000 Penalty: 3390.513428
	Iteration 74Q: 3 clusters Score -4396513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4396515.500000 Penalty: 3390.513428
	Iteration 75Q: 3 clusters Score -4396516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4396514.500000 Penalty: 3390.513428
	Iteration 76Q: 3 clusters Score -4396514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4396509.500000 Penalty: 3390.513428
	Iteration 77Q: 3 clusters Score -4396510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -4396511.500000 Penalty: 3390.513428
	Iteration 78Q: 3 clusters Score -4396512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -4396511.500000 Penalty: 3390.513428
	Iteration 79Q: 3 clusters Score -4396512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4396517.500000 Penalty: 3390.513428
	Iteration 80F: 3 clusters Score -4396518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4396519.000000 Penalty: 3390.513428
	Iteration 81Q: 3 clusters Score -4396519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4396522.500000 Penalty: 3390.513428
	Iteration 82Q: 3 clusters Score -4396522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4396519.000000 Penalty: 3390.513428
	Iteration 83Q: 3 clusters Score -4396519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4396524.500000 Penalty: 3390.513428
	Iteration 84Q: 3 clusters Score -4396524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4396527.000000 Penalty: 3390.513428
	Iteration 85Q: 3 clusters Score -4396527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4396527.000000 Penalty: 3390.513428
	Iteration 86Q: 3 clusters Score -4396527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4396527.000000 Penalty: 3390.513428
	Iteration 87Q: 3 clusters Score -4396527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4396542.000000 Penalty: 3390.513428
	Iteration 88Q: 3 clusters Score -4396542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4396542.000000 Penalty: 3390.513428
	Iteration 89Q: 3 clusters Score -4396542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -4396545.000000 Penalty: 3390.513428
	Iteration 90Q: 3 clusters Score -4396545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4396544.500000 Penalty: 3390.513428
	Iteration 91Q: 3 clusters Score -4396544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4396545.500000 Penalty: 3390.513428
	Iteration 92Q: 3 clusters Score -4396546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4396544.000000 Penalty: 3390.513428
	Iteration 93Q: 3 clusters Score -4396544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4396550.000000 Penalty: 3390.513428
	Iteration 94Q: 3 clusters Score -4396550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4396554.000000 Penalty: 3390.513428
	Iteration 95Q: 3 clusters Score -4396554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -4396559.500000 Penalty: 3390.513428
	Iteration 96Q: 3 clusters Score -4396560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4396567.000000 Penalty: 3390.513428
	Iteration 97Q: 3 clusters Score -4396567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -4396569.000000 Penalty: 3390.513428
	Iteration 98Q: 3 clusters Score -4396569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4396571.000000 Penalty: 3390.513428
	Iteration 99Q: 3 clusters Score -4396571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4396572.500000 Penalty: 3390.513428
	Iteration 100F: 3 clusters Score -4396572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4396579.500000 Penalty: 3390.513428
	Iteration 101Q: 3 clusters Score -4396580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4396575.500000 Penalty: 3390.513428
	Iteration 102Q: 3 clusters Score -4396576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4396574.500000 Penalty: 3390.513428
	Iteration 103Q: 3 clusters Score -4396574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4396574.500000 Penalty: 3390.513428
	Iteration 104Q: 3 clusters Score -4396574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4396573.000000 Penalty: 3390.513428
	Iteration 105Q: 3 clusters Score -4396573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4396572.000000 Penalty: 3390.513428
	Iteration 106Q: 3 clusters Score -4396572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4396577.000000 Penalty: 3390.513428
	Iteration 107Q: 3 clusters Score -4396577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4396576.000000 Penalty: 3390.513428
	Iteration 108Q: 3 clusters Score -4396576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4396572.000000 Penalty: 3390.513428
	Iteration 109Q: 3 clusters Score -4396572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4396574.500000 Penalty: 3390.513428
	Iteration 110Q: 3 clusters Score -4396574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4396578.000000 Penalty: 3390.513428
	Iteration 111Q: 3 clusters Score -4396578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4396583.000000 Penalty: 3390.513428
	Iteration 112Q: 3 clusters Score -4396583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4396579.500000 Penalty: 3390.513428
	Iteration 113Q: 3 clusters Score -4396580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4396582.000000 Penalty: 3390.513428
	Iteration 114Q: 3 clusters Score -4396582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4396578.500000 Penalty: 3390.513428
	Iteration 115Q: 3 clusters Score -4396578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4396581.500000 Penalty: 3390.513428
	Iteration 116Q: 3 clusters Score -4396582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4396585.500000 Penalty: 3390.513428
	Iteration 117Q: 3 clusters Score -4396586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4396586.000000 Penalty: 3390.513428
	Iteration 118Q: 3 clusters Score -4396586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4396589.500000 Penalty: 3390.513428
	Iteration 119Q: 3 clusters Score -4396590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4396586.500000 Penalty: 3390.513428
	Iteration 120F: 3 clusters Score -4396586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4396586.500000 Penalty: 3390.513428
	Iteration 121Q: 3 clusters Score -4396586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4396589.500000 Penalty: 3390.513428
	Iteration 122Q: 3 clusters Score -4396590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -4396586.000000 Penalty: 3390.513428
	Iteration 123Q: 3 clusters Score -4396586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4396587.500000 Penalty: 3390.513428
	Iteration 124Q: 3 clusters Score -4396588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -4396586.000000 Penalty: 3390.513428
	Iteration 125Q: 3 clusters Score -4396586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4396587.500000 Penalty: 3390.513428
	Iteration 126Q: 3 clusters Score -4396588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4396584.000000 Penalty: 3390.513428
	Iteration 127Q: 3 clusters Score -4396584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4396584.000000 Penalty: 3390.513428
	Iteration 128F: 3 clusters Score -4396584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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 236 members 
Entering Unmasked Estep 
Score: -58516.136719 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58516.14 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58677.820312 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58677.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58738.785156 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58738.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58772.613281 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58772.61 nChanged 10
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: -58788.109375 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58788.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58800.445312 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58800.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58808.382812 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58808.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58810.066406 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58810.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58810.066406 Penalty: 2009.177612
	Iteration 8F: 3 clusters Score -58810.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Entering Unmasked Estep 
Score: -3473000.500000 Penalty: 1651.875854
	Iteration 0F: 2 clusters Score -3473000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3455642.750000 Penalty: 3303.751709
	Iteration 0F: 3 clusters Score -3455643 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3462337.750000 Penalty: 3303.751709
	Iteration 1F: 3 clusters Score -3462338 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3462962.250000 Penalty: 3303.751709
	Iteration 2F: 3 clusters Score -3462962 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3463601.000000 Penalty: 3303.751709
	Iteration 3F: 3 clusters Score -3463601 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3464311.500000 Penalty: 3303.751709
	Iteration 4F: 3 clusters Score -3464312 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3465296.250000 Penalty: 3303.751709
	Iteration 5F: 3 clusters Score -3465296 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3466611.000000 Penalty: 3303.751709
	Iteration 6F: 3 clusters Score -3466611 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3468200.500000 Penalty: 3303.751709
	Iteration 7F: 3 clusters Score -3468200 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3469707.750000 Penalty: 3303.751709
	Iteration 8F: 3 clusters Score -3469708 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3470911.250000 Penalty: 3303.751709
	Iteration 9Q: 3 clusters Score -3470911 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3471561.250000 Penalty: 3303.751709
	Iteration 10Q: 3 clusters Score -3471561 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3471860.500000 Penalty: 3303.751709
	Iteration 11Q: 3 clusters Score -3471860 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3471999.750000 Penalty: 3303.751709
	Iteration 12Q: 3 clusters Score -3472000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3472060.000000 Penalty: 3303.751709
	Iteration 13Q: 3 clusters Score -3472060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3472095.250000 Penalty: 3303.751709
	Iteration 14Q: 3 clusters Score -3472095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3472111.750000 Penalty: 3303.751709
	Iteration 15Q: 3 clusters Score -3472112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3472132.000000 Penalty: 3303.751709
	Iteration 16Q: 3 clusters Score -3472132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3472129.250000 Penalty: 3303.751709
	Iteration 17Q: 3 clusters Score -3472129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3472138.000000 Penalty: 3303.751709
	Iteration 18Q: 3 clusters Score -3472138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3472147.500000 Penalty: 3303.751709
	Iteration 19Q: 3 clusters Score -3472148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3472148.500000 Penalty: 3303.751709
	Iteration 20F: 3 clusters Score -3472148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3472149.000000 Penalty: 3303.751709
	Iteration 21Q: 3 clusters Score -3472149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3472160.250000 Penalty: 3303.751709
	Iteration 22Q: 3 clusters Score -3472160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3472173.750000 Penalty: 3303.751709
	Iteration 23Q: 3 clusters Score -3472174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3472180.000000 Penalty: 3303.751709
	Iteration 24Q: 3 clusters Score -3472180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3472183.750000 Penalty: 3303.751709
	Iteration 25Q: 3 clusters Score -3472184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3472187.250000 Penalty: 3303.751709
	Iteration 26Q: 3 clusters Score -3472187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3472185.250000 Penalty: 3303.751709
	Iteration 27Q: 3 clusters Score -3472185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3472184.250000 Penalty: 3303.751709
	Iteration 28Q: 3 clusters Score -3472184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3472185.750000 Penalty: 3303.751709
	Iteration 29Q: 3 clusters Score -3472186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3472186.250000 Penalty: 3303.751709
	Iteration 30Q: 3 clusters Score -3472186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3472188.500000 Penalty: 3303.751709
	Iteration 31Q: 3 clusters Score -3472188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3472190.000000 Penalty: 3303.751709
	Iteration 32Q: 3 clusters Score -3472190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3472190.000000 Penalty: 3303.751709
	Iteration 33Q: 3 clusters Score -3472190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3472186.500000 Penalty: 3303.751709
	Iteration 34Q: 3 clusters Score -3472186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3472189.750000 Penalty: 3303.751709
	Iteration 35Q: 3 clusters Score -3472190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3472191.750000 Penalty: 3303.751709
	Iteration 36Q: 3 clusters Score -3472192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3472193.000000 Penalty: 3303.751709
	Iteration 37Q: 3 clusters Score -3472193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3472198.000000 Penalty: 3303.751709
	Iteration 38Q: 3 clusters Score -3472198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3472195.000000 Penalty: 3303.751709
	Iteration 39Q: 3 clusters Score -3472195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3472198.750000 Penalty: 3303.751709
	Iteration 40F: 3 clusters Score -3472199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3472194.000000 Penalty: 3303.751709
	Iteration 41Q: 3 clusters Score -3472194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3472199.250000 Penalty: 3303.751709
	Iteration 42Q: 3 clusters Score -3472199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3472204.250000 Penalty: 3303.751709
	Iteration 43Q: 3 clusters Score -3472204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3472208.500000 Penalty: 3303.751709
	Iteration 44Q: 3 clusters Score -3472208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3472209.500000 Penalty: 3303.751709
	Iteration 45Q: 3 clusters Score -3472210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3472207.000000 Penalty: 3303.751709
	Iteration 46Q: 3 clusters Score -3472207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3472205.750000 Penalty: 3303.751709
	Iteration 47Q: 3 clusters Score -3472206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3472205.750000 Penalty: 3303.751709
	Iteration 48F: 3 clusters Score -3472206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159917.625000 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159917.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160174.000000 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160262.812500 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160262.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160307.171875 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160325.453125 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160325.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160340.531250 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160350.500000 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160359.546875 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160363.546875 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160365.750000 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160366.796875 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160367.656250 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160368.031250 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160368.031250 Penalty: 2244.369873
	Iteration 13F: 3 clusters Score -160368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 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 136 members 
Entering Unmasked Estep 
Score: -32115.306641 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32115.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32181.726562 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32181.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32202.171875 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32202.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32205.234375 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32205.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32211.833984 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32211.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32216.263672 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32216.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32216.263672 Penalty: 1802.182617
	Iteration 6F: 3 clusters Score -32216.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -649496.750000 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -649496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -645587.375000 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -645587.4 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -646843.312500 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -646843.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -647055.312500 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -647055.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -647241.875000 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -647241.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -647437.687500 Penalty: 2763.769287
	Iteration 4F: 3 clusters Score -647437.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -647681.187500 Penalty: 2763.769287
	Iteration 5F: 3 clusters Score -647681.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -647888.312500 Penalty: 2763.769287
	Iteration 6F: 3 clusters Score -647888.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -648045.750000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -648045.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -648177.375000 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -648177.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -648276.500000 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -648276.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -648356.562500 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -648356.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -648450.375000 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -648450.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -648530.625000 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -648530.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -648600.062500 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -648600.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -648655.625000 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -648655.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -648695.937500 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -648695.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -648726.312500 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -648726.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -648770.125000 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -648770.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -648808.875000 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -648808.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -648847.062500 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -648847.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -648875.125000 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -648875.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -648901.812500 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -648901.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -648923.125000 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -648923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -648939.375000 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -648939.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -648952.125000 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -648952.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -648959.625000 Penalty: 2763.769287
	Iteration 25Q: 3 clusters Score -648959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -648965.500000 Penalty: 2763.769287
	Iteration 26Q: 3 clusters Score -648965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -648967.625000 Penalty: 2763.769287
	Iteration 27Q: 3 clusters Score -648967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -648969.750000 Penalty: 2763.769287
	Iteration 28Q: 3 clusters Score -648969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -648971.750000 Penalty: 2763.769287
	Iteration 29Q: 3 clusters Score -648971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -648974.312500 Penalty: 2763.769287
	Iteration 30Q: 3 clusters Score -648974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -648979.000000 Penalty: 2763.769287
	Iteration 31Q: 3 clusters Score -648979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -648981.437500 Penalty: 2763.769287
	Iteration 32Q: 3 clusters Score -648981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -648985.187500 Penalty: 2763.769287
	Iteration 33Q: 3 clusters Score -648985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -648987.500000 Penalty: 2763.769287
	Iteration 34Q: 3 clusters Score -648987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -648988.437500 Penalty: 2763.769287
	Iteration 35Q: 3 clusters Score -648988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -648989.125000 Penalty: 2763.769287
	Iteration 36Q: 3 clusters Score -648989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -648989.125000 Penalty: 2763.769287
	Iteration 37F: 3 clusters Score -648989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34690.125000 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34690.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34881.039062 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34881.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34921.335938 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -34921.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34965.121094 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -34965.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34999.296875 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -34999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35016.503906 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35019.707031 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35019.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35020.691406 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -35020.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35020.691406 Penalty: 1864.385986
	Iteration 8F: 3 clusters Score -35020.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 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: -15449.979492 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15449.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15577.015625 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15577.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15639.492188 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15639.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15646.816406 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15646.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15646.816406 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -15646.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Entering Unmasked Estep 
Score: -1021923.812500 Penalty: 1461.976074
	Iteration 0F: 2 clusters Score -1021924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1016008.125000 Penalty: 2923.952148
	Iteration 0F: 3 clusters Score -1016008 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1018075.375000 Penalty: 2923.952148
	Iteration 1F: 3 clusters Score -1018075 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1018456.875000 Penalty: 2923.952148
	Iteration 2F: 3 clusters Score -1018457 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1018794.875000 Penalty: 2923.952148
	Iteration 3F: 3 clusters Score -1018795 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1019182.500000 Penalty: 2923.952148
	Iteration 4F: 3 clusters Score -1019182 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1019571.000000 Penalty: 2923.952148
	Iteration 5F: 3 clusters Score -1019571 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1019902.625000 Penalty: 2923.952148
	Iteration 6F: 3 clusters Score -1019903 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1020166.875000 Penalty: 2923.952148
	Iteration 7F: 3 clusters Score -1020167 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1020375.062500 Penalty: 2923.952148
	Iteration 8Q: 3 clusters Score -1020375 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1020490.875000 Penalty: 2923.952148
	Iteration 9Q: 3 clusters Score -1020491 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1020608.875000 Penalty: 2923.952148
	Iteration 10Q: 3 clusters Score -1020609 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1020715.125000 Penalty: 2923.952148
	Iteration 11Q: 3 clusters Score -1020715 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1020788.312500 Penalty: 2923.952148
	Iteration 12Q: 3 clusters Score -1020788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1020844.375000 Penalty: 2923.952148
	Iteration 13Q: 3 clusters Score -1020844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1020900.125000 Penalty: 2923.952148
	Iteration 14Q: 3 clusters Score -1020900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1020943.937500 Penalty: 2923.952148
	Iteration 15Q: 3 clusters Score -1020944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1020973.562500 Penalty: 2923.952148
	Iteration 16Q: 3 clusters Score -1020974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1020998.062500 Penalty: 2923.952148
	Iteration 17Q: 3 clusters Score -1020998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1021015.062500 Penalty: 2923.952148
	Iteration 18Q: 3 clusters Score -1021015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1021032.312500 Penalty: 2923.952148
	Iteration 19Q: 3 clusters Score -1021032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1021049.000000 Penalty: 2923.952148
	Iteration 20F: 3 clusters Score -1021049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1021062.250000 Penalty: 2923.952148
	Iteration 21Q: 3 clusters Score -1021062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1021072.250000 Penalty: 2923.952148
	Iteration 22Q: 3 clusters Score -1021072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1021079.687500 Penalty: 2923.952148
	Iteration 23Q: 3 clusters Score -1021080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1021088.500000 Penalty: 2923.952148
	Iteration 24Q: 3 clusters Score -1021088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1021099.812500 Penalty: 2923.952148
	Iteration 25Q: 3 clusters Score -1021100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1021103.937500 Penalty: 2923.952148
	Iteration 26Q: 3 clusters Score -1021104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1021110.312500 Penalty: 2923.952148
	Iteration 27Q: 3 clusters Score -1021110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1021116.750000 Penalty: 2923.952148
	Iteration 28Q: 3 clusters Score -1021117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1021121.312500 Penalty: 2923.952148
	Iteration 29Q: 3 clusters Score -1021121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1021122.750000 Penalty: 2923.952148
	Iteration 30Q: 3 clusters Score -1021123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1021124.062500 Penalty: 2923.952148
	Iteration 31Q: 3 clusters Score -1021124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1021124.062500 Penalty: 2923.952148
	Iteration 32Q: 3 clusters Score -1021124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1021124.875000 Penalty: 2923.952148
	Iteration 33Q: 3 clusters Score -1021125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1021124.250000 Penalty: 2923.952148
	Iteration 34Q: 3 clusters Score -1021124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1021126.937500 Penalty: 2923.952148
	Iteration 35Q: 3 clusters Score -1021127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1021127.687500 Penalty: 2923.952148
	Iteration 36Q: 3 clusters Score -1021128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1021127.687500 Penalty: 2923.952148
	Iteration 37F: 3 clusters Score -1021128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -486519.000000 Penalty: 1349.037720
	Iteration 0F: 2 clusters Score -486519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -483175.062500 Penalty: 2698.075439
	Iteration 0F: 3 clusters Score -483175.1 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -484231.375000 Penalty: 2698.075439
	Iteration 1F: 3 clusters Score -484231.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -484526.343750 Penalty: 2698.075439
	Iteration 2F: 3 clusters Score -484526.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -484732.906250 Penalty: 2698.075439
	Iteration 3F: 3 clusters Score -484732.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -484926.093750 Penalty: 2698.075439
	Iteration 4F: 3 clusters Score -484926.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -485102.718750 Penalty: 2698.075439
	Iteration 5Q: 3 clusters Score -485102.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -485235.218750 Penalty: 2698.075439
	Iteration 6Q: 3 clusters Score -485235.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -485315.312500 Penalty: 2698.075439
	Iteration 7Q: 3 clusters Score -485315.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -485355.500000 Penalty: 2698.075439
	Iteration 8Q: 3 clusters Score -485355.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -485399.406250 Penalty: 2698.075439
	Iteration 9Q: 3 clusters Score -485399.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -485433.625000 Penalty: 2698.075439
	Iteration 10Q: 3 clusters Score -485433.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485458.687500 Penalty: 2698.075439
	Iteration 11Q: 3 clusters Score -485458.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485475.687500 Penalty: 2698.075439
	Iteration 12Q: 3 clusters Score -485475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -485493.281250 Penalty: 2698.075439
	Iteration 13Q: 3 clusters Score -485493.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -485503.250000 Penalty: 2698.075439
	Iteration 14Q: 3 clusters Score -485503.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -485516.125000 Penalty: 2698.075439
	Iteration 15Q: 3 clusters Score -485516.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -485526.375000 Penalty: 2698.075439
	Iteration 16Q: 3 clusters Score -485526.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -485537.625000 Penalty: 2698.075439
	Iteration 17Q: 3 clusters Score -485537.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -485554.875000 Penalty: 2698.075439
	Iteration 18Q: 3 clusters Score -485554.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -485576.687500 Penalty: 2698.075439
	Iteration 19Q: 3 clusters Score -485576.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -485596.750000 Penalty: 2698.075439
	Iteration 20F: 3 clusters Score -485596.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -485606.781250 Penalty: 2698.075439
	Iteration 21Q: 3 clusters Score -485606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -485614.375000 Penalty: 2698.075439
	Iteration 22Q: 3 clusters Score -485614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -485619.656250 Penalty: 2698.075439
	Iteration 23Q: 3 clusters Score -485619.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -485623.406250 Penalty: 2698.075439
	Iteration 24Q: 3 clusters Score -485623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -485627.218750 Penalty: 2698.075439
	Iteration 25Q: 3 clusters Score -485627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -485628.875000 Penalty: 2698.075439
	Iteration 26Q: 3 clusters Score -485628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -485634.875000 Penalty: 2698.075439
	Iteration 27Q: 3 clusters Score -485634.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -485641.281250 Penalty: 2698.075439
	Iteration 28Q: 3 clusters Score -485641.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -485645.156250 Penalty: 2698.075439
	Iteration 29Q: 3 clusters Score -485645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -485646.218750 Penalty: 2698.075439
	Iteration 30Q: 3 clusters Score -485646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -485646.437500 Penalty: 2698.075439
	Iteration 31Q: 3 clusters Score -485646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -485647.000000 Penalty: 2698.075439
	Iteration 32Q: 3 clusters Score -485647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -485647.968750 Penalty: 2698.075439
	Iteration 33Q: 3 clusters Score -485648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -485649.343750 Penalty: 2698.075439
	Iteration 34Q: 3 clusters Score -485649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -485649.125000 Penalty: 2698.075439
	Iteration 35Q: 3 clusters Score -485649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -485649.125000 Penalty: 2698.075439
	Iteration 36F: 3 clusters Score -485649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 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 111 members 
Entering Unmasked Estep 
Score: -21449.064453 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21449.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21582.736328 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21582.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21658.847656 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21658.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21673.455078 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21673.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21714.468750 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21714.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21716.566406 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21716.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21719.416016 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21719.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21719.416016 Penalty: 1726.791992
	Iteration 7F: 3 clusters Score -21719.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -623222.375000 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -623222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -619373.750000 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -619373.8 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -620438.250000 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -620438.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -620654.687500 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -620654.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -620829.437500 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -620829.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -620977.625000 Penalty: 2760.658691
	Iteration 4Q: 3 clusters Score -620977.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -621108.437500 Penalty: 2760.658691
	Iteration 5Q: 3 clusters Score -621108.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -621224.375000 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -621224.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -621337.750000 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -621337.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -621444.437500 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -621444.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -621557.937500 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -621557.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -621658.750000 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -621658.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -621747.312500 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -621747.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -621821.437500 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -621821.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -621877.000000 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -621877 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -621913.500000 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -621913.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -621941.000000 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -621941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -621963.937500 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -621963.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -621983.937500 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -621983.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -621993.187500 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -621993.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -622001.000000 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -622001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -622007.187500 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -622007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -622012.687500 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -622012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -622017.562500 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -622017.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -622023.375000 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -622023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -622032.250000 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -622032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -622038.187500 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -622038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -622045.875000 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -622045.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -622051.875000 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -622051.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -622057.500000 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -622057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -622060.062500 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -622060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -622063.500000 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -622063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -622067.250000 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -622067.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -622069.562500 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -622069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -622075.250000 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -622075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -622079.250000 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -622079.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -622083.312500 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -622083.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -622087.687500 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -622087.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -622090.375000 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -622090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -622094.187500 Penalty: 2760.658691
	Iteration 38Q: 3 clusters Score -622094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -622096.937500 Penalty: 2760.658691
	Iteration 39Q: 3 clusters Score -622096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -622099.750000 Penalty: 2760.658691
	Iteration 40F: 3 clusters Score -622099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -622101.000000 Penalty: 2760.658691
	Iteration 41Q: 3 clusters Score -622101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -622104.312500 Penalty: 2760.658691
	Iteration 42Q: 3 clusters Score -622104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -622108.375000 Penalty: 2760.658691
	Iteration 43Q: 3 clusters Score -622108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -622111.312500 Penalty: 2760.658691
	Iteration 44Q: 3 clusters Score -622111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -622114.625000 Penalty: 2760.658691
	Iteration 45Q: 3 clusters Score -622114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -622117.562500 Penalty: 2760.658691
	Iteration 46Q: 3 clusters Score -622117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -622119.562500 Penalty: 2760.658691
	Iteration 47Q: 3 clusters Score -622119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -622122.187500 Penalty: 2760.658691
	Iteration 48Q: 3 clusters Score -622122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -622124.625000 Penalty: 2760.658691
	Iteration 49Q: 3 clusters Score -622124.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -622125.812500 Penalty: 2760.658691
	Iteration 50Q: 3 clusters Score -622125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -622127.125000 Penalty: 2760.658691
	Iteration 51Q: 3 clusters Score -622127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -622127.125000 Penalty: 2760.658691
	Iteration 52Q: 3 clusters Score -622127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -622128.125000 Penalty: 2760.658691
	Iteration 53Q: 3 clusters Score -622128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -622128.687500 Penalty: 2760.658691
	Iteration 54Q: 3 clusters Score -622128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -622131.875000 Penalty: 2760.658691
	Iteration 55Q: 3 clusters Score -622131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -622134.625000 Penalty: 2760.658691
	Iteration 56Q: 3 clusters Score -622134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -622136.875000 Penalty: 2760.658691
	Iteration 57Q: 3 clusters Score -622136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -622140.000000 Penalty: 2760.658691
	Iteration 58Q: 3 clusters Score -622140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -622141.062500 Penalty: 2760.658691
	Iteration 59Q: 3 clusters Score -622141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -622142.750000 Penalty: 2760.658691
	Iteration 60F: 3 clusters Score -622142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -622145.937500 Penalty: 2760.658691
	Iteration 61Q: 3 clusters Score -622145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -622148.937500 Penalty: 2760.658691
	Iteration 62Q: 3 clusters Score -622148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -622150.750000 Penalty: 2760.658691
	Iteration 63Q: 3 clusters Score -622150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -622151.437500 Penalty: 2760.658691
	Iteration 64Q: 3 clusters Score -622151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -622152.937500 Penalty: 2760.658691
	Iteration 65Q: 3 clusters Score -622152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -622154.812500 Penalty: 2760.658691
	Iteration 66Q: 3 clusters Score -622154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -622156.750000 Penalty: 2760.658691
	Iteration 67Q: 3 clusters Score -622156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -622156.375000 Penalty: 2760.658691
	Iteration 68Q: 3 clusters Score -622156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -622157.000000 Penalty: 2760.658691
	Iteration 69Q: 3 clusters Score -622157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -622157.250000 Penalty: 2760.658691
	Iteration 70Q: 3 clusters Score -622157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -622157.812500 Penalty: 2760.658691
	Iteration 71Q: 3 clusters Score -622157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -622159.187500 Penalty: 2760.658691
	Iteration 72Q: 3 clusters Score -622159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -622159.187500 Penalty: 2760.658691
	Iteration 73F: 3 clusters Score -622159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -244594.890625 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244594.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -245017.406250 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245017.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -245136.656250 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245136.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -245232.625000 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245232.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -245320.421875 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245320.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -245407.765625 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245407.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245486.359375 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245486.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -245551.500000 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245551.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -245614.296875 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245614.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245676.765625 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245676.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245735.046875 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245771.937500 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245771.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245804.218750 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245804.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245829.750000 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245857.718750 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245857.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -245882.234375 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245882.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245892.734375 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -245899.125000 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245902.640625 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -245905.265625 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -245906.187500 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245908.625000 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245910.437500 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245911.796875 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245913.046875 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245913.046875 Penalty: 2453.964844
	Iteration 25F: 3 clusters Score -245913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 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 181 members 
Entering Unmasked Estep 
Score: -18117.701172 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18117.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18276.080078 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18276.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18390.496094 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18390.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18447.712891 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -18447.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18484.136719 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18484.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18509.906250 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18509.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18525.246094 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18525.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18543.464844 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18543.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18554.394531 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18554.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18554.394531 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -18554.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -193723.828125 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -193723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191945.968750 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -191946 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192268.781250 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -192268.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192346.156250 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -192346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -192403.937500 Penalty: 2371.113770
	Iteration 3Q: 3 clusters Score -192403.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192451.828125 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -192451.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -192492.406250 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -192492.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192526.765625 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -192526.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -192557.859375 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -192557.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -192584.453125 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -192584.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192600.453125 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -192600.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192632.453125 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -192632.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -192672.812500 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -192672.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -192707.046875 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -192707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -192746.578125 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -192746.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -192817.750000 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -192817.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -192909.281250 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -192909.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192978.984375 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -192979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193064.609375 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -193064.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193172.375000 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -193172.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193227.125000 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -193227.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193260.968750 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -193261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -193275.687500 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -193275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -193284.375000 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -193284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193293.218750 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -193293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -193300.296875 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -193300.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193309.000000 Penalty: 2371.113770
	Iteration 25Q: 3 clusters Score -193309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -193323.234375 Penalty: 2371.113770
	Iteration 26Q: 3 clusters Score -193323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -193325.156250 Penalty: 2371.113770
	Iteration 27Q: 3 clusters Score -193325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -193326.718750 Penalty: 2371.113770
	Iteration 28Q: 3 clusters Score -193326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -193326.687500 Penalty: 2371.113770
	Iteration 29Q: 3 clusters Score -193326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -193326.687500 Penalty: 2371.113770
	Iteration 30F: 3 clusters Score -193326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (74625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Entering Unmasked Estep 
Score: -10180870.000000 Penalty: 1823.287598
	Iteration 0F: 2 clusters Score -1.018087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -10135266.000000 Penalty: 3646.575195
	Iteration 0F: 3 clusters Score -1.013527e+07 nChanged 35368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -10155327.000000 Penalty: 3646.575195
	Iteration 1F: 3 clusters Score -1.015533e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -10155890.000000 Penalty: 3646.575195
	Iteration 2Q: 3 clusters Score -1.015589e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -10156435.000000 Penalty: 3646.575195
	Iteration 3Q: 3 clusters Score -1.015644e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -10157201.000000 Penalty: 3646.575195
	Iteration 4Q: 3 clusters Score -1.01572e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -10158508.000000 Penalty: 3646.575195
	Iteration 5Q: 3 clusters Score -1.015851e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -10160710.000000 Penalty: 3646.575195
	Iteration 6F: 3 clusters Score -1.016071e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -10164340.000000 Penalty: 3646.575195
	Iteration 7F: 3 clusters Score -1.016434e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -10169095.000000 Penalty: 3646.575195
	Iteration 8F: 3 clusters Score -1.01691e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -10173478.000000 Penalty: 3646.575195
	Iteration 9F: 3 clusters Score -1.017348e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -10176374.000000 Penalty: 3646.575195
	Iteration 10Q: 3 clusters Score -1.017637e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10177726.000000 Penalty: 3646.575195
	Iteration 11Q: 3 clusters Score -1.017773e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10178371.000000 Penalty: 3646.575195
	Iteration 12Q: 3 clusters Score -1.017837e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10178791.000000 Penalty: 3646.575195
	Iteration 13Q: 3 clusters Score -1.017879e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10178982.000000 Penalty: 3646.575195
	Iteration 14Q: 3 clusters Score -1.017898e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10179057.000000 Penalty: 3646.575195
	Iteration 15Q: 3 clusters Score -1.017906e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10179128.000000 Penalty: 3646.575195
	Iteration 16Q: 3 clusters Score -1.017913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10179180.000000 Penalty: 3646.575195
	Iteration 17Q: 3 clusters Score -1.017918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10179205.000000 Penalty: 3646.575195
	Iteration 18Q: 3 clusters Score -1.01792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10179231.000000 Penalty: 3646.575195
	Iteration 19Q: 3 clusters Score -1.017923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10179252.000000 Penalty: 3646.575195
	Iteration 20F: 3 clusters Score -1.017925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10179256.000000 Penalty: 3646.575195
	Iteration 21Q: 3 clusters Score -1.017926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10179253.000000 Penalty: 3646.575195
	Iteration 22Q: 3 clusters Score -1.017925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10179252.000000 Penalty: 3646.575195
	Iteration 23Q: 3 clusters Score -1.017925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10179254.000000 Penalty: 3646.575195
	Iteration 24Q: 3 clusters Score -1.017925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10179251.000000 Penalty: 3646.575195
	Iteration 25Q: 3 clusters Score -1.017925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10179252.000000 Penalty: 3646.575195
	Iteration 26Q: 3 clusters Score -1.017925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10179250.000000 Penalty: 3646.575195
	Iteration 27Q: 3 clusters Score -1.017925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10179262.000000 Penalty: 3646.575195
	Iteration 28Q: 3 clusters Score -1.017926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10179268.000000 Penalty: 3646.575195
	Iteration 29Q: 3 clusters Score -1.017927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10179276.000000 Penalty: 3646.575195
	Iteration 30Q: 3 clusters Score -1.017928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10179280.000000 Penalty: 3646.575195
	Iteration 31Q: 3 clusters Score -1.017928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10179284.000000 Penalty: 3646.575195
	Iteration 32Q: 3 clusters Score -1.017928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10179275.000000 Penalty: 3646.575195
	Iteration 33Q: 3 clusters Score -1.017928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10179282.000000 Penalty: 3646.575195
	Iteration 34Q: 3 clusters Score -1.017928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10179282.000000 Penalty: 3646.575195
	Iteration 35F: 3 clusters Score -1.017928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -188945.750000 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -188945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187202.671875 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -187202.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187638.656250 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -187638.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -187817.531250 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -187817.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187972.875000 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -187972.9 nChanged 80
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: -188099.093750 Penalty: 2372.214355
	Iteration 4F: 3 clusters Score -188099.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188218.093750 Penalty: 2372.214355
	Iteration 5F: 3 clusters Score -188218.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188318.343750 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -188318.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188378.593750 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -188378.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188415.406250 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -188415.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188434.078125 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -188434.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188453.234375 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -188453.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188485.281250 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -188485.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188531.046875 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -188531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188559.656250 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -188559.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188580.218750 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -188580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188590.953125 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -188591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188598.500000 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -188598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188605.203125 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -188605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188608.109375 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -188608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -188612.796875 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -188612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188614.203125 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -188614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188617.296875 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -188617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -188618.484375 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -188618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188618.984375 Penalty: 2372.214355
	Iteration 23Q: 3 clusters Score -188619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188618.984375 Penalty: 2372.214355
	Iteration 24F: 3 clusters Score -188619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Entering Unmasked Estep 
Score: -2942312.500000 Penalty: 1629.715454
	Iteration 0F: 2 clusters Score -2942312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2927067.750000 Penalty: 3259.430908
	Iteration 0F: 3 clusters Score -2927068 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2933460.250000 Penalty: 3259.430908
	Iteration 1F: 3 clusters Score -2933460 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2934596.750000 Penalty: 3259.430908
	Iteration 2F: 3 clusters Score -2934597 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2935856.500000 Penalty: 3259.430908
	Iteration 3F: 3 clusters Score -2935856 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2937042.500000 Penalty: 3259.430908
	Iteration 4F: 3 clusters Score -2937042 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2937929.000000 Penalty: 3259.430908
	Iteration 5F: 3 clusters Score -2937929 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2938506.750000 Penalty: 3259.430908
	Iteration 6Q: 3 clusters Score -2938507 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2938926.750000 Penalty: 3259.430908
	Iteration 7Q: 3 clusters Score -2938927 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2939173.500000 Penalty: 3259.430908
	Iteration 8Q: 3 clusters Score -2939174 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2939325.750000 Penalty: 3259.430908
	Iteration 9Q: 3 clusters Score -2939326 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2939444.000000 Penalty: 3259.430908
	Iteration 10Q: 3 clusters Score -2939444 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2939530.000000 Penalty: 3259.430908
	Iteration 11Q: 3 clusters Score -2939530 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2939583.000000 Penalty: 3259.430908
	Iteration 12Q: 3 clusters Score -2939583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2939633.250000 Penalty: 3259.430908
	Iteration 13Q: 3 clusters Score -2939633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2939670.500000 Penalty: 3259.430908
	Iteration 14Q: 3 clusters Score -2939670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2939706.000000 Penalty: 3259.430908
	Iteration 15Q: 3 clusters Score -2939706 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2939766.000000 Penalty: 3259.430908
	Iteration 16Q: 3 clusters Score -2939766 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2939820.500000 Penalty: 3259.430908
	Iteration 17Q: 3 clusters Score -2939820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2939851.500000 Penalty: 3259.430908
	Iteration 18Q: 3 clusters Score -2939852 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2939892.250000 Penalty: 3259.430908
	Iteration 19Q: 3 clusters Score -2939892 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2939939.500000 Penalty: 3259.430908
	Iteration 20F: 3 clusters Score -2939940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2939982.500000 Penalty: 3259.430908
	Iteration 21Q: 3 clusters Score -2939982 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2940027.750000 Penalty: 3259.430908
	Iteration 22Q: 3 clusters Score -2940028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2940070.750000 Penalty: 3259.430908
	Iteration 23Q: 3 clusters Score -2940071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2940116.750000 Penalty: 3259.430908
	Iteration 24Q: 3 clusters Score -2940117 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2940170.000000 Penalty: 3259.430908
	Iteration 25Q: 3 clusters Score -2940170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2940221.000000 Penalty: 3259.430908
	Iteration 26Q: 3 clusters Score -2940221 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2940275.500000 Penalty: 3259.430908
	Iteration 27Q: 3 clusters Score -2940276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2940353.250000 Penalty: 3259.430908
	Iteration 28Q: 3 clusters Score -2940353 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2940419.250000 Penalty: 3259.430908
	Iteration 29Q: 3 clusters Score -2940419 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2940491.000000 Penalty: 3259.430908
	Iteration 30Q: 3 clusters Score -2940491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2940577.750000 Penalty: 3259.430908
	Iteration 31Q: 3 clusters Score -2940578 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2940649.000000 Penalty: 3259.430908
	Iteration 32Q: 3 clusters Score -2940649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2940697.500000 Penalty: 3259.430908
	Iteration 33Q: 3 clusters Score -2940698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2940743.500000 Penalty: 3259.430908
	Iteration 34Q: 3 clusters Score -2940744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2940799.500000 Penalty: 3259.430908
	Iteration 35Q: 3 clusters Score -2940800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2940843.750000 Penalty: 3259.430908
	Iteration 36Q: 3 clusters Score -2940844 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2940892.750000 Penalty: 3259.430908
	Iteration 37Q: 3 clusters Score -2940893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2940929.750000 Penalty: 3259.430908
	Iteration 38Q: 3 clusters Score -2940930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2940979.500000 Penalty: 3259.430908
	Iteration 39Q: 3 clusters Score -2940980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2941009.750000 Penalty: 3259.430908
	Iteration 40F: 3 clusters Score -2941010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2941042.250000 Penalty: 3259.430908
	Iteration 41Q: 3 clusters Score -2941042 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2941067.250000 Penalty: 3259.430908
	Iteration 42Q: 3 clusters Score -2941067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2941078.000000 Penalty: 3259.430908
	Iteration 43Q: 3 clusters Score -2941078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2941099.750000 Penalty: 3259.430908
	Iteration 44Q: 3 clusters Score -2941100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2941120.500000 Penalty: 3259.430908
	Iteration 45Q: 3 clusters Score -2941120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2941140.250000 Penalty: 3259.430908
	Iteration 46Q: 3 clusters Score -2941140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2941148.750000 Penalty: 3259.430908
	Iteration 47Q: 3 clusters Score -2941149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2941154.250000 Penalty: 3259.430908
	Iteration 48Q: 3 clusters Score -2941154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2941163.500000 Penalty: 3259.430908
	Iteration 49Q: 3 clusters Score -2941164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2941186.000000 Penalty: 3259.430908
	Iteration 50Q: 3 clusters Score -2941186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2941198.250000 Penalty: 3259.430908
	Iteration 51Q: 3 clusters Score -2941198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2941202.250000 Penalty: 3259.430908
	Iteration 52Q: 3 clusters Score -2941202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2941214.000000 Penalty: 3259.430908
	Iteration 53Q: 3 clusters Score -2941214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2941235.500000 Penalty: 3259.430908
	Iteration 54Q: 3 clusters Score -2941236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2941264.000000 Penalty: 3259.430908
	Iteration 55Q: 3 clusters Score -2941264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2941275.250000 Penalty: 3259.430908
	Iteration 56Q: 3 clusters Score -2941275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2941285.750000 Penalty: 3259.430908
	Iteration 57Q: 3 clusters Score -2941286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2941289.250000 Penalty: 3259.430908
	Iteration 58Q: 3 clusters Score -2941289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2941293.500000 Penalty: 3259.430908
	Iteration 59Q: 3 clusters Score -2941294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2941317.000000 Penalty: 3259.430908
	Iteration 60F: 3 clusters Score -2941317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2941335.500000 Penalty: 3259.430908
	Iteration 61Q: 3 clusters Score -2941336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2941350.750000 Penalty: 3259.430908
	Iteration 62Q: 3 clusters Score -2941351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2941377.500000 Penalty: 3259.430908
	Iteration 63Q: 3 clusters Score -2941378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2941410.000000 Penalty: 3259.430908
	Iteration 64Q: 3 clusters Score -2941410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2941442.250000 Penalty: 3259.430908
	Iteration 65Q: 3 clusters Score -2941442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2941467.750000 Penalty: 3259.430908
	Iteration 66Q: 3 clusters Score -2941468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2941518.500000 Penalty: 3259.430908
	Iteration 67Q: 3 clusters Score -2941518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2941558.250000 Penalty: 3259.430908
	Iteration 68Q: 3 clusters Score -2941558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2941596.500000 Penalty: 3259.430908
	Iteration 69Q: 3 clusters Score -2941596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2941633.250000 Penalty: 3259.430908
	Iteration 70Q: 3 clusters Score -2941633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2941653.500000 Penalty: 3259.430908
	Iteration 71Q: 3 clusters Score -2941654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2941669.750000 Penalty: 3259.430908
	Iteration 72Q: 3 clusters Score -2941670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2941678.500000 Penalty: 3259.430908
	Iteration 73Q: 3 clusters Score -2941678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2941684.250000 Penalty: 3259.430908
	Iteration 74Q: 3 clusters Score -2941684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2941685.000000 Penalty: 3259.430908
	Iteration 75Q: 3 clusters Score -2941685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2941686.750000 Penalty: 3259.430908
	Iteration 76Q: 3 clusters Score -2941687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2941688.250000 Penalty: 3259.430908
	Iteration 77Q: 3 clusters Score -2941688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2941690.750000 Penalty: 3259.430908
	Iteration 78Q: 3 clusters Score -2941691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2941692.750000 Penalty: 3259.430908
	Iteration 79Q: 3 clusters Score -2941693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2941691.500000 Penalty: 3259.430908
	Iteration 80F: 3 clusters Score -2941692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2941692.000000 Penalty: 3259.430908
	Iteration 81Q: 3 clusters Score -2941692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2941691.750000 Penalty: 3259.430908
	Iteration 82Q: 3 clusters Score -2941692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2941688.250000 Penalty: 3259.430908
	Iteration 83Q: 3 clusters Score -2941688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2941690.250000 Penalty: 3259.430908
	Iteration 84Q: 3 clusters Score -2941690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2941688.750000 Penalty: 3259.430908
	Iteration 85Q: 3 clusters Score -2941689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2941686.250000 Penalty: 3259.430908
	Iteration 86Q: 3 clusters Score -2941686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2941693.500000 Penalty: 3259.430908
	Iteration 87Q: 3 clusters Score -2941694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2941701.250000 Penalty: 3259.430908
	Iteration 88Q: 3 clusters Score -2941701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2941706.500000 Penalty: 3259.430908
	Iteration 89Q: 3 clusters Score -2941706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2941704.500000 Penalty: 3259.430908
	Iteration 90Q: 3 clusters Score -2941704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2941704.750000 Penalty: 3259.430908
	Iteration 91Q: 3 clusters Score -2941705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2941706.500000 Penalty: 3259.430908
	Iteration 92Q: 3 clusters Score -2941706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2941713.250000 Penalty: 3259.430908
	Iteration 93Q: 3 clusters Score -2941713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2941714.000000 Penalty: 3259.430908
	Iteration 94Q: 3 clusters Score -2941714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2941716.750000 Penalty: 3259.430908
	Iteration 95Q: 3 clusters Score -2941717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2941720.500000 Penalty: 3259.430908
	Iteration 96Q: 3 clusters Score -2941720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2941720.500000 Penalty: 3259.430908
	Iteration 97F: 3 clusters Score -2941720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 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 273 members 
Entering Unmasked Estep 
Score: -47786.859375 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47786.86 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48080.050781 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48080.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48276.539062 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48276.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48451.597656 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48579.812500 Penalty: 2039.909058
	Iteration 4F: 3 clusters Score -48579.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48634.828125 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48634.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48710.492188 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48710.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48743.558594 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48743.56 nChanged 9
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: -48785.042969 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48785.04 nChanged 4
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: -48790.734375 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48790.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48797.023438 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -48797.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48797.023438 Penalty: 2039.909058
	Iteration 11F: 3 clusters Score -48797.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -414412.812500 Penalty: 1310.401245
	Iteration 0F: 2 clusters Score -414412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -411576.906250 Penalty: 2620.802490
	Iteration 0F: 3 clusters Score -411576.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -412364.593750 Penalty: 2620.802490
	Iteration 1F: 3 clusters Score -412364.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -412573.937500 Penalty: 2620.802490
	Iteration 2F: 3 clusters Score -412573.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -412709.500000 Penalty: 2620.802490
	Iteration 3F: 3 clusters Score -412709.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -412827.656250 Penalty: 2620.802490
	Iteration 4Q: 3 clusters Score -412827.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -412953.093750 Penalty: 2620.802490
	Iteration 5Q: 3 clusters Score -412953.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413049.093750 Penalty: 2620.802490
	Iteration 6Q: 3 clusters Score -413049.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -413139.156250 Penalty: 2620.802490
	Iteration 7Q: 3 clusters Score -413139.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -413214.656250 Penalty: 2620.802490
	Iteration 8Q: 3 clusters Score -413214.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -413276.375000 Penalty: 2620.802490
	Iteration 9Q: 3 clusters Score -413276.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -413334.750000 Penalty: 2620.802490
	Iteration 10Q: 3 clusters Score -413334.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -413378.156250 Penalty: 2620.802490
	Iteration 11Q: 3 clusters Score -413378.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -413411.937500 Penalty: 2620.802490
	Iteration 12Q: 3 clusters Score -413411.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -413444.593750 Penalty: 2620.802490
	Iteration 13Q: 3 clusters Score -413444.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -413477.187500 Penalty: 2620.802490
	Iteration 14Q: 3 clusters Score -413477.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -413506.250000 Penalty: 2620.802490
	Iteration 15Q: 3 clusters Score -413506.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -413535.625000 Penalty: 2620.802490
	Iteration 16Q: 3 clusters Score -413535.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -413556.781250 Penalty: 2620.802490
	Iteration 17Q: 3 clusters Score -413556.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -413584.218750 Penalty: 2620.802490
	Iteration 18Q: 3 clusters Score -413584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -413633.250000 Penalty: 2620.802490
	Iteration 19Q: 3 clusters Score -413633.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -413679.437500 Penalty: 2620.802490
	Iteration 20F: 3 clusters Score -413679.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413728.718750 Penalty: 2620.802490
	Iteration 21Q: 3 clusters Score -413728.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413805.187500 Penalty: 2620.802490
	Iteration 22Q: 3 clusters Score -413805.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -413879.062500 Penalty: 2620.802490
	Iteration 23Q: 3 clusters Score -413879.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413940.437500 Penalty: 2620.802490
	Iteration 24Q: 3 clusters Score -413940.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -413976.250000 Penalty: 2620.802490
	Iteration 25Q: 3 clusters Score -413976.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413997.812500 Penalty: 2620.802490
	Iteration 26Q: 3 clusters Score -413997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -414009.687500 Penalty: 2620.802490
	Iteration 27Q: 3 clusters Score -414009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -414020.250000 Penalty: 2620.802490
	Iteration 28Q: 3 clusters Score -414020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -414026.218750 Penalty: 2620.802490
	Iteration 29Q: 3 clusters Score -414026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -414031.218750 Penalty: 2620.802490
	Iteration 30Q: 3 clusters Score -414031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -414033.562500 Penalty: 2620.802490
	Iteration 31Q: 3 clusters Score -414033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414038.281250 Penalty: 2620.802490
	Iteration 32Q: 3 clusters Score -414038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -414040.906250 Penalty: 2620.802490
	Iteration 33Q: 3 clusters Score -414040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -414043.937500 Penalty: 2620.802490
	Iteration 34Q: 3 clusters Score -414043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -414045.343750 Penalty: 2620.802490
	Iteration 35Q: 3 clusters Score -414045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -414047.750000 Penalty: 2620.802490
	Iteration 36Q: 3 clusters Score -414047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -414046.937500 Penalty: 2620.802490
	Iteration 37Q: 3 clusters Score -414046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -414046.937500 Penalty: 2620.802490
	Iteration 38F: 3 clusters Score -414046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62452.097656 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62452.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62665.000000 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62737.765625 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62737.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62775.621094 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62775.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62787.121094 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62787.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62790.183594 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62790.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62790.687500 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62790.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62791.464844 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62791.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62793.261719 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -62793.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62793.261719 Penalty: 1998.945923
	Iteration 9F: 3 clusters Score -62793.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -335790.437500 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -335790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -333385.281250 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -333385.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -334009.312500 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -334009.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -334135.937500 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -334135.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334215.250000 Penalty: 2550.522949
	Iteration 3Q: 3 clusters Score -334215.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -334270.093750 Penalty: 2550.522949
	Iteration 4Q: 3 clusters Score -334270.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334321.937500 Penalty: 2550.522949
	Iteration 5Q: 3 clusters Score -334321.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -334361.468750 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -334361.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -334420.906250 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -334420.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -334511.500000 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -334511.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -334633.937500 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -334633.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -334793.375000 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -334793.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -334959.500000 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -334959.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -335095.906250 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -335095.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335155.656250 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -335155.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -335186.156250 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -335186.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -335213.062500 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -335213.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -335229.093750 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -335229.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -335241.250000 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -335241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -335256.156250 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -335256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -335262.875000 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -335262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -335269.843750 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -335269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -335277.687500 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -335277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -335286.781250 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -335286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -335300.937500 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -335300.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -335310.031250 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -335310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -335321.906250 Penalty: 2550.522949
	Iteration 25Q: 3 clusters Score -335321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -335328.906250 Penalty: 2550.522949
	Iteration 26Q: 3 clusters Score -335328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -335331.593750 Penalty: 2550.522949
	Iteration 27Q: 3 clusters Score -335331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -335334.968750 Penalty: 2550.522949
	Iteration 28Q: 3 clusters Score -335335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -335335.187500 Penalty: 2550.522949
	Iteration 29Q: 3 clusters Score -335335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -335335.406250 Penalty: 2550.522949
	Iteration 30Q: 3 clusters Score -335335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -335335.406250 Penalty: 2550.522949
	Iteration 31F: 3 clusters Score -335335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -152842.484375 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -152842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151223.046875 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -151223 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151626.078125 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -151626.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151781.296875 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -151781.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151895.593750 Penalty: 2334.758057
	Iteration 3F: 3 clusters Score -151895.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -151970.625000 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -151970.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152031.828125 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -152031.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152079.875000 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -152079.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152117.062500 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -152117.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152153.937500 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -152153.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152193.765625 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -152193.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152239.046875 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -152239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152289.890625 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -152289.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152333.718750 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -152333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152360.625000 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -152360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152383.546875 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -152383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152392.906250 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -152392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152398.671875 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -152398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152401.000000 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -152401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152402.250000 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -152402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152404.703125 Penalty: 2334.758057
	Iteration 19Q: 3 clusters Score -152404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152406.921875 Penalty: 2334.758057
	Iteration 20F: 3 clusters Score -152406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152407.296875 Penalty: 2334.758057
	Iteration 21Q: 3 clusters Score -152407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152407.609375 Penalty: 2334.758057
	Iteration 22Q: 3 clusters Score -152407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152407.859375 Penalty: 2334.758057
	Iteration 23Q: 3 clusters Score -152407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152407.859375 Penalty: 2334.758057
	Iteration 24F: 3 clusters Score -152407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 283 members 
Entering Unmasked Estep 
Score: -68923.273438 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68923.27 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69057.085938 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69057.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69123.734375 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69123.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69162.320312 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69162.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69180.007812 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69180.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69186.000000 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69190.000000 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69191.085938 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69191.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69192.054688 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69192.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69192.054688 Penalty: 2057.159424
	Iteration 9F: 3 clusters Score -69192.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372296.031250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372296 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 1442 members 
Entering Unmasked Estep 
Score: -369663.187500 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369663.2 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -370308.843750 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370308.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -370471.812500 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370471.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -370596.687500 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370596.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -370703.625000 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -370703.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -370798.218750 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370798.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -370885.562500 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370885.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -370951.906250 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370951.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -370993.437500 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370993.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -371020.406250 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -371020.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -371044.656250 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -371044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -371058.093750 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -371058.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -371073.875000 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -371073.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -371090.406250 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -371090.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -371103.625000 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -371103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -371109.687500 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -371109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -371112.937500 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -371112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -371115.031250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -371115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -371118.125000 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -371118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -371122.781250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -371122.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -371126.500000 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -371126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -371128.625000 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -371128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371129.875000 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -371129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371130.437500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -371130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -371132.031250 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -371132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -371133.968750 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -371134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -371133.968750 Penalty: 2592.281982
	Iteration 26F: 3 clusters Score -371134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -186148.906250 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -186148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -184456.750000 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -184456.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184738.359375 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -184738.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -184820.656250 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -184820.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184859.234375 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -184859.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184887.703125 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -184887.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -184915.703125 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -184915.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -184931.640625 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -184931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -184939.828125 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -184939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -184953.265625 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -184953.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184965.390625 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -184965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -184972.843750 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -184972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184982.640625 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -184982.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -184994.531250 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -184994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185004.531250 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -185004.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185012.312500 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -185012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -185020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -185029.140625 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -185029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -185033.062500 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -185033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185036.640625 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -185036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -185040.015625 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -185040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -185041.937500 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -185041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -185043.671875 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -185043.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -185050.546875 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -185050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -185055.656250 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -185055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -185067.265625 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -185067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -185077.421875 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -185077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -185083.984375 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -185084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -185089.625000 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -185089.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -185097.656250 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -185097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -185103.359375 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -185103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -185108.968750 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -185109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -185117.625000 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -185117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -185122.781250 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -185122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -185130.281250 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -185130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -185136.671875 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -185136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -185138.562500 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -185138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -185141.343750 Penalty: 2356.225830
	Iteration 36Q: 3 clusters Score -185141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -185142.750000 Penalty: 2356.225830
	Iteration 37Q: 3 clusters Score -185142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -185143.687500 Penalty: 2356.225830
	Iteration 38Q: 3 clusters Score -185143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -185143.687500 Penalty: 2356.225830
	Iteration 39F: 3 clusters Score -185143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -732067.562500 Penalty: 1401.265747
	Iteration 0F: 2 clusters Score -732067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -727754.625000 Penalty: 2802.531494
	Iteration 0F: 3 clusters Score -727754.6 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -729093.562500 Penalty: 2802.531494
	Iteration 1F: 3 clusters Score -729093.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -729374.625000 Penalty: 2802.531494
	Iteration 2F: 3 clusters Score -729374.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -729591.687500 Penalty: 2802.531494
	Iteration 3F: 3 clusters Score -729591.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -729762.812500 Penalty: 2802.531494
	Iteration 4Q: 3 clusters Score -729762.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -729918.125000 Penalty: 2802.531494
	Iteration 5Q: 3 clusters Score -729918.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -730054.250000 Penalty: 2802.531494
	Iteration 6Q: 3 clusters Score -730054.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -730174.875000 Penalty: 2802.531494
	Iteration 7Q: 3 clusters Score -730174.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -730300.312500 Penalty: 2802.531494
	Iteration 8Q: 3 clusters Score -730300.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -730397.125000 Penalty: 2802.531494
	Iteration 9Q: 3 clusters Score -730397.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -730471.125000 Penalty: 2802.531494
	Iteration 10Q: 3 clusters Score -730471.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -730536.437500 Penalty: 2802.531494
	Iteration 11Q: 3 clusters Score -730536.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -730597.500000 Penalty: 2802.531494
	Iteration 12Q: 3 clusters Score -730597.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -730650.000000 Penalty: 2802.531494
	Iteration 13Q: 3 clusters Score -730650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -730703.375000 Penalty: 2802.531494
	Iteration 14Q: 3 clusters Score -730703.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -730730.625000 Penalty: 2802.531494
	Iteration 15Q: 3 clusters Score -730730.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -730766.000000 Penalty: 2802.531494
	Iteration 16Q: 3 clusters Score -730766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -730804.812500 Penalty: 2802.531494
	Iteration 17Q: 3 clusters Score -730804.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -730837.187500 Penalty: 2802.531494
	Iteration 18Q: 3 clusters Score -730837.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -730861.187500 Penalty: 2802.531494
	Iteration 19Q: 3 clusters Score -730861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -730887.625000 Penalty: 2802.531494
	Iteration 20F: 3 clusters Score -730887.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -730919.437500 Penalty: 2802.531494
	Iteration 21Q: 3 clusters Score -730919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -730941.500000 Penalty: 2802.531494
	Iteration 22Q: 3 clusters Score -730941.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -730969.812500 Penalty: 2802.531494
	Iteration 23Q: 3 clusters Score -730969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -731005.750000 Penalty: 2802.531494
	Iteration 24Q: 3 clusters Score -731005.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -731025.625000 Penalty: 2802.531494
	Iteration 25Q: 3 clusters Score -731025.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -731045.687500 Penalty: 2802.531494
	Iteration 26Q: 3 clusters Score -731045.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -731063.312500 Penalty: 2802.531494
	Iteration 27Q: 3 clusters Score -731063.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -731077.062500 Penalty: 2802.531494
	Iteration 28Q: 3 clusters Score -731077.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -731082.312500 Penalty: 2802.531494
	Iteration 29Q: 3 clusters Score -731082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -731091.687500 Penalty: 2802.531494
	Iteration 30Q: 3 clusters Score -731091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -731100.687500 Penalty: 2802.531494
	Iteration 31Q: 3 clusters Score -731100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -731106.812500 Penalty: 2802.531494
	Iteration 32Q: 3 clusters Score -731106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -731115.937500 Penalty: 2802.531494
	Iteration 33Q: 3 clusters Score -731115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -731122.687500 Penalty: 2802.531494
	Iteration 34Q: 3 clusters Score -731122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -731128.500000 Penalty: 2802.531494
	Iteration 35Q: 3 clusters Score -731128.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -731134.937500 Penalty: 2802.531494
	Iteration 36Q: 3 clusters Score -731134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -731143.500000 Penalty: 2802.531494
	Iteration 37Q: 3 clusters Score -731143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -731156.937500 Penalty: 2802.531494
	Iteration 38Q: 3 clusters Score -731156.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -731183.562500 Penalty: 2802.531494
	Iteration 39Q: 3 clusters Score -731183.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -731216.500000 Penalty: 2802.531494
	Iteration 40F: 3 clusters Score -731216.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -731273.750000 Penalty: 2802.531494
	Iteration 41Q: 3 clusters Score -731273.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -731333.437500 Penalty: 2802.531494
	Iteration 42Q: 3 clusters Score -731333.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -731411.187500 Penalty: 2802.531494
	Iteration 43Q: 3 clusters Score -731411.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -731477.250000 Penalty: 2802.531494
	Iteration 44Q: 3 clusters Score -731477.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -731521.750000 Penalty: 2802.531494
	Iteration 45Q: 3 clusters Score -731521.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -731552.750000 Penalty: 2802.531494
	Iteration 46Q: 3 clusters Score -731552.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -731573.125000 Penalty: 2802.531494
	Iteration 47Q: 3 clusters Score -731573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -731589.937500 Penalty: 2802.531494
	Iteration 48Q: 3 clusters Score -731589.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -731600.375000 Penalty: 2802.531494
	Iteration 49Q: 3 clusters Score -731600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -731604.125000 Penalty: 2802.531494
	Iteration 50Q: 3 clusters Score -731604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -731608.312500 Penalty: 2802.531494
	Iteration 51Q: 3 clusters Score -731608.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -731610.687500 Penalty: 2802.531494
	Iteration 52Q: 3 clusters Score -731610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -731613.187500 Penalty: 2802.531494
	Iteration 53Q: 3 clusters Score -731613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -731617.687500 Penalty: 2802.531494
	Iteration 54Q: 3 clusters Score -731617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -731621.562500 Penalty: 2802.531494
	Iteration 55Q: 3 clusters Score -731621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -731621.625000 Penalty: 2802.531494
	Iteration 56Q: 3 clusters Score -731621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -731622.500000 Penalty: 2802.531494
	Iteration 57Q: 3 clusters Score -731622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -731624.125000 Penalty: 2802.531494
	Iteration 58Q: 3 clusters Score -731624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -731625.687500 Penalty: 2802.531494
	Iteration 59Q: 3 clusters Score -731625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -731632.312500 Penalty: 2802.531494
	Iteration 60F: 3 clusters Score -731632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -731634.687500 Penalty: 2802.531494
	Iteration 61Q: 3 clusters Score -731634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -731635.562500 Penalty: 2802.531494
	Iteration 62Q: 3 clusters Score -731635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -731635.500000 Penalty: 2802.531494
	Iteration 63Q: 3 clusters Score -731635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -731637.062500 Penalty: 2802.531494
	Iteration 64Q: 3 clusters Score -731637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -731637.125000 Penalty: 2802.531494
	Iteration 65Q: 3 clusters Score -731637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -731638.062500 Penalty: 2802.531494
	Iteration 66Q: 3 clusters Score -731638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -731639.187500 Penalty: 2802.531494
	Iteration 67Q: 3 clusters Score -731639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -731638.125000 Penalty: 2802.531494
	Iteration 68Q: 3 clusters Score -731638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -731638.125000 Penalty: 2802.531494
	Iteration 69F: 3 clusters Score -731638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92300.015625 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92300.02 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92526.335938 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92526.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92591.929688 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92591.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92620.523438 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92620.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92632.382812 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92632.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92646.195312 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92652.726562 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92652.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92663.593750 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92663.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92668.179688 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92668.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92668.523438 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92668.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92669.453125 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92669.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92671.445312 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92671.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92674.679688 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -92674.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92676.265625 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -92676.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92676.265625 Penalty: 2142.293945
	Iteration 14F: 3 clusters Score -92676.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 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 306 members 
Entering Unmasked Estep 
Score: -81127.820312 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81127.82 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81326.289062 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81326.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81388.531250 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81388.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81419.273438 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -81419.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81442.578125 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81442.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81459.703125 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81482.164062 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81482.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81499.664062 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81499.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81526.898438 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81526.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81568.289062 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81568.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81629.226562 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81629.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81690.242188 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81690.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81746.546875 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81746.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81772.039062 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81772.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81789.000000 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81800.664062 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81800.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81807.101562 Penalty: 2105.016113
	Iteration 16Q: 3 clusters Score -81807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81811.187500 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -81811.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81812.164062 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -81812.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81815.585938 Penalty: 2105.016113
	Iteration 19Q: 3 clusters Score -81815.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81815.585938 Penalty: 2105.016113
	Iteration 20F: 3 clusters Score -81815.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -604731.812500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604731.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -605496.312500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605496.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -605644.500000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605644.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -605750.375000 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605750.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -605821.812500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605821.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -605876.812500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605876.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -605927.562500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -605927.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -605984.062500 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -605984.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -606027.375000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606027.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -606078.062500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606078.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -606149.562500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606149.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -606232.062500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606232.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -606330.937500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606330.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -606460.000000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -606590.687500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606590.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -606699.875000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606699.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -606786.062500 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606786.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -606867.187500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -606867.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -606950.437500 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -606950.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -607018.562500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -607018.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -607064.875000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -607064.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -607114.187500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -607114.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -607154.187500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -607154.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -607184.625000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -607184.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -607213.500000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -607213.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -607235.687500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -607235.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -607257.937500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -607257.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -607280.125000 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -607280.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -607302.937500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -607302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -607319.187500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -607319.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -607332.437500 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -607332.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -607341.562500 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -607341.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -607348.750000 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -607348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -607355.250000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -607355.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -607357.687500 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -607357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -607363.312500 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -607363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -607366.875000 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -607366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -607372.312500 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -607372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -607383.000000 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -607383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -607389.437500 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -607389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -607394.375000 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -607394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -607398.250000 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -607398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -607402.937500 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -607402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -607403.812500 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -607403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -607405.250000 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -607405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -607406.875000 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -607406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -607409.625000 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -607409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -607410.562500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -607410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -607411.687500 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -607411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -607412.562500 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -607412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -607412.625000 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -607412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -607412.625000 Penalty: 2676.061279
	Iteration 51F: 3 clusters Score -607412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -334597.281250 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -334597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -332152.937500 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -332152.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -332787.156250 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -332787.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -333000.687500 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -333000.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -333126.968750 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -333127 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -333202.718750 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -333202.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333263.468750 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -333263.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -333310.156250 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -333310.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -333348.375000 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -333348.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -333393.875000 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -333393.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -333456.031250 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -333456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -333512.968750 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -333513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -333561.093750 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -333561.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -333607.718750 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -333607.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -333659.062500 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -333659.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -333705.687500 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -333705.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -333742.968750 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -333743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -333773.968750 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -333774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -333797.281250 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -333797.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -333806.718750 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -333806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -333818.812500 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -333818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -333830.625000 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -333830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -333843.500000 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -333843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -333855.500000 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -333855.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -333872.000000 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -333872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -333888.343750 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -333888.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -333900.156250 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -333900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -333910.062500 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -333910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -333918.812500 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -333918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -333928.343750 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -333928.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -333934.593750 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -333934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -333937.343750 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -333937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -333940.125000 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -333940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -333941.406250 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -333941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -333942.687500 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -333942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -333942.843750 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -333942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -333942.843750 Penalty: 2545.662354
	Iteration 35F: 3 clusters Score -333942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -128136.148438 Penalty: 1143.088013
	Iteration 0F: 2 clusters Score -128136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126686.343750 Penalty: 2286.176025
	Iteration 0F: 3 clusters Score -126686.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127121.820312 Penalty: 2286.176025
	Iteration 1F: 3 clusters Score -127121.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127309.929688 Penalty: 2286.176025
	Iteration 2F: 3 clusters Score -127309.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127422.226562 Penalty: 2286.176025
	Iteration 3F: 3 clusters Score -127422.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127522.148438 Penalty: 2286.176025
	Iteration 4F: 3 clusters Score -127522.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127630.046875 Penalty: 2286.176025
	Iteration 5F: 3 clusters Score -127630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127735.765625 Penalty: 2286.176025
	Iteration 6Q: 3 clusters Score -127735.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127815.859375 Penalty: 2286.176025
	Iteration 7Q: 3 clusters Score -127815.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127872.484375 Penalty: 2286.176025
	Iteration 8Q: 3 clusters Score -127872.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127904.210938 Penalty: 2286.176025
	Iteration 9Q: 3 clusters Score -127904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127936.484375 Penalty: 2286.176025
	Iteration 10Q: 3 clusters Score -127936.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127977.421875 Penalty: 2286.176025
	Iteration 11Q: 3 clusters Score -127977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128033.101562 Penalty: 2286.176025
	Iteration 12Q: 3 clusters Score -128033.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128067.710938 Penalty: 2286.176025
	Iteration 13Q: 3 clusters Score -128067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128081.140625 Penalty: 2286.176025
	Iteration 14Q: 3 clusters Score -128081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128091.140625 Penalty: 2286.176025
	Iteration 15Q: 3 clusters Score -128091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -128100.000000 Penalty: 2286.176025
	Iteration 16Q: 3 clusters Score -128100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128109.007812 Penalty: 2286.176025
	Iteration 17Q: 3 clusters Score -128109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -128116.546875 Penalty: 2286.176025
	Iteration 18Q: 3 clusters Score -128116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128124.617188 Penalty: 2286.176025
	Iteration 19Q: 3 clusters Score -128124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128132.335938 Penalty: 2286.176025
	Iteration 20F: 3 clusters Score -128132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128140.312500 Penalty: 2286.176025
	Iteration 21Q: 3 clusters Score -128140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -128140.984375 Penalty: 2286.176025
	Iteration 22Q: 3 clusters Score -128141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128141.726562 Penalty: 2286.176025
	Iteration 23Q: 3 clusters Score -128141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128141.726562 Penalty: 2286.176025
	Iteration 24F: 3 clusters Score -128141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73860 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74625 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22675 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 421 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11608 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 714 members 
Entering Unmasked Estep 
Score: -68994664.000000 Penalty: 154229.640625
Splitting cluster 60 changes total score from -68995664.000000 to -68994664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46585.875000 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46585.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46800.226562 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46800.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46894.500000 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46927.425781 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46927.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46947.542969 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46947.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46960.679688 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46960.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46970.449219 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46970.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46976.843750 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46976.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46992.847656 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46992.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47010.402344 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -47010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47015.476562 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -47015.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47022.039062 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -47022.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47028.574219 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -47028.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47039.695312 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -47039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47044.605469 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -47044.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47044.605469 Penalty: 1937.326660
	Iteration 15F: 3 clusters Score -47044.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -368570.531250 Penalty: 1294.739258
	Iteration 0F: 2 clusters Score -368570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -365938.593750 Penalty: 2589.478516
	Iteration 0F: 3 clusters Score -365938.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -366614.343750 Penalty: 2589.478516
	Iteration 1F: 3 clusters Score -366614.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366794.062500 Penalty: 2589.478516
	Iteration 2F: 3 clusters Score -366794.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -366907.000000 Penalty: 2589.478516
	Iteration 3F: 3 clusters Score -366907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366989.875000 Penalty: 2589.478516
	Iteration 4Q: 3 clusters Score -366989.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -367060.250000 Penalty: 2589.478516
	Iteration 5Q: 3 clusters Score -367060.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -367118.843750 Penalty: 2589.478516
	Iteration 6Q: 3 clusters Score -367118.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -367154.156250 Penalty: 2589.478516
	Iteration 7Q: 3 clusters Score -367154.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -367178.375000 Penalty: 2589.478516
	Iteration 8Q: 3 clusters Score -367178.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -367204.125000 Penalty: 2589.478516
	Iteration 9Q: 3 clusters Score -367204.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -367224.187500 Penalty: 2589.478516
	Iteration 10Q: 3 clusters Score -367224.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -367241.437500 Penalty: 2589.478516
	Iteration 11Q: 3 clusters Score -367241.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -367259.000000 Penalty: 2589.478516
	Iteration 12Q: 3 clusters Score -367259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -367276.406250 Penalty: 2589.478516
	Iteration 13Q: 3 clusters Score -367276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -367285.187500 Penalty: 2589.478516
	Iteration 14Q: 3 clusters Score -367285.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -367290.843750 Penalty: 2589.478516
	Iteration 15Q: 3 clusters Score -367290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -367295.406250 Penalty: 2589.478516
	Iteration 16Q: 3 clusters Score -367295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -367303.500000 Penalty: 2589.478516
	Iteration 17Q: 3 clusters Score -367303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -367315.593750 Penalty: 2589.478516
	Iteration 18Q: 3 clusters Score -367315.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -367327.875000 Penalty: 2589.478516
	Iteration 19Q: 3 clusters Score -367327.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -367342.000000 Penalty: 2589.478516
	Iteration 20F: 3 clusters Score -367342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -367354.593750 Penalty: 2589.478516
	Iteration 21Q: 3 clusters Score -367354.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -367365.062500 Penalty: 2589.478516
	Iteration 22Q: 3 clusters Score -367365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -367373.718750 Penalty: 2589.478516
	Iteration 23Q: 3 clusters Score -367373.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -367380.218750 Penalty: 2589.478516
	Iteration 24Q: 3 clusters Score -367380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -367384.968750 Penalty: 2589.478516
	Iteration 25Q: 3 clusters Score -367385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -367387.718750 Penalty: 2589.478516
	Iteration 26Q: 3 clusters Score -367387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -367388.593750 Penalty: 2589.478516
	Iteration 27Q: 3 clusters Score -367388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -367389.281250 Penalty: 2589.478516
	Iteration 28Q: 3 clusters Score -367389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -367389.687500 Penalty: 2589.478516
	Iteration 29Q: 3 clusters Score -367389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -367389.218750 Penalty: 2589.478516
	Iteration 30Q: 3 clusters Score -367389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -367389.750000 Penalty: 2589.478516
	Iteration 31Q: 3 clusters Score -367389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -367389.750000 Penalty: 2589.478516
	Iteration 32F: 3 clusters Score -367389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -138576.437500 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -138576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137086.250000 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -137086.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137436.296875 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -137436.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137535.906250 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -137535.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137581.875000 Penalty: 2275.996338
	Iteration 3Q: 3 clusters Score -137581.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137609.484375 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -137609.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137628.906250 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -137628.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -137646.687500 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -137646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137674.968750 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -137675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137704.718750 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -137704.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137727.109375 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -137727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137745.640625 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -137745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137758.828125 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -137758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137766.937500 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -137766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137770.468750 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -137770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137772.078125 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -137772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -137772.546875 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -137772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137773.281250 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -137773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137776.250000 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -137776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137779.687500 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -137779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137783.953125 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -137784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137789.343750 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -137789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137794.421875 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -137794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137801.718750 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -137801.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137805.796875 Penalty: 2275.996338
	Iteration 23Q: 3 clusters Score -137805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137809.937500 Penalty: 2275.996338
	Iteration 24Q: 3 clusters Score -137809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137812.390625 Penalty: 2275.996338
	Iteration 25Q: 3 clusters Score -137812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137821.296875 Penalty: 2275.996338
	Iteration 26Q: 3 clusters Score -137821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -137826.515625 Penalty: 2275.996338
	Iteration 27Q: 3 clusters Score -137826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137833.906250 Penalty: 2275.996338
	Iteration 28Q: 3 clusters Score -137833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137844.578125 Penalty: 2275.996338
	Iteration 29Q: 3 clusters Score -137844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137850.562500 Penalty: 2275.996338
	Iteration 30Q: 3 clusters Score -137850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137854.140625 Penalty: 2275.996338
	Iteration 31Q: 3 clusters Score -137854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137857.687500 Penalty: 2275.996338
	Iteration 32Q: 3 clusters Score -137857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137861.000000 Penalty: 2275.996338
	Iteration 33Q: 3 clusters Score -137861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137861.562500 Penalty: 2275.996338
	Iteration 34Q: 3 clusters Score -137861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137862.250000 Penalty: 2275.996338
	Iteration 35Q: 3 clusters Score -137862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137863.640625 Penalty: 2275.996338
	Iteration 36Q: 3 clusters Score -137863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137863.640625 Penalty: 2275.996338
	Iteration 37F: 3 clusters Score -137863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -210349.781250 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -210349.8 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 833 members 
Entering Unmasked Estep 
Score: -208483.093750 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -208483.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -208890.375000 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -208890.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209012.953125 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -209013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209127.078125 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -209127.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209244.437500 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -209244.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209313.468750 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -209313.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209356.875000 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -209356.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209399.609375 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -209399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209435.140625 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -209435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209472.031250 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -209472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209499.093750 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -209499.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209515.312500 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -209515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209527.156250 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -209527.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -209547.968750 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -209548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -209567.343750 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -209567.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -209587.984375 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -209588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209606.093750 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -209606.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209621.796875 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -209621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209634.437500 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -209634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209639.765625 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -209639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -209642.140625 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -209642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209645.718750 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -209645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209646.812500 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -209646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -209647.984375 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -209648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -209648.765625 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -209648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -209650.437500 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -209650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209652.593750 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -209652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -209653.203125 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -209653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209654.312500 Penalty: 2401.005371
	Iteration 28Q: 3 clusters Score -209654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209655.671875 Penalty: 2401.005371
	Iteration 29Q: 3 clusters Score -209655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -209656.687500 Penalty: 2401.005371
	Iteration 30Q: 3 clusters Score -209656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209656.906250 Penalty: 2401.005371
	Iteration 31Q: 3 clusters Score -209656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209658.484375 Penalty: 2401.005371
	Iteration 32Q: 3 clusters Score -209658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209658.484375 Penalty: 2401.005371
	Iteration 33F: 3 clusters Score -209658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51063.429688 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51063.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51145.554688 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51145.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51190.667969 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -51190.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51203.695312 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51203.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51220.347656 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51220.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51230.710938 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51230.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51236.820312 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -51236.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51243.023438 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -51243.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51248.054688 Penalty: 1837.058960
	Iteration 8Q: 3 clusters Score -51248.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51248.054688 Penalty: 1837.058960
	Iteration 9F: 3 clusters Score -51248.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32095.955078 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32095.96 nChanged 45
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: -32199.642578 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32199.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32236.367188 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32236.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32248.070312 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32248.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32248.070312 Penalty: 1812.183472
	Iteration 4F: 3 clusters Score -32248.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -490341.406250 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -490341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -487130.875000 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -487130.9 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -488029.156250 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -488029.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -488203.875000 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -488203.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -488326.906250 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -488326.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -488428.031250 Penalty: 2680.941895
	Iteration 4Q: 3 clusters Score -488428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -488526.843750 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -488526.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -488614.062500 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -488614.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -488689.312500 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -488689.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -488776.406250 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -488776.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -488863.625000 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -488863.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -488927.593750 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -488927.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -488977.312500 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -488977.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -489016.281250 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -489016.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -489040.875000 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -489040.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -489058.625000 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -489058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -489073.281250 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -489073.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -489089.187500 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -489089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -489102.062500 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -489102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -489114.843750 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -489114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -489128.437500 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -489128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -489141.218750 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -489141.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -489154.593750 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -489154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -489171.000000 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -489171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -489186.656250 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -489186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -489201.250000 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -489201.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -489218.500000 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -489218.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -489230.468750 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -489230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -489238.718750 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -489238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -489245.218750 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -489245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -489250.531250 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -489250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -489254.625000 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -489254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -489256.875000 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -489256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -489257.937500 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -489257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -489258.656250 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -489258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -489258.656250 Penalty: 2680.941895
	Iteration 34F: 3 clusters Score -489258.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 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 146 members 
Entering Unmasked Estep 
Score: -7291.696289 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7291.696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7441.559570 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7441.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7480.232910 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7480.233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7494.755859 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7494.756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7507.385742 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7507.386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7525.043945 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7525.044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7550.256836 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7550.257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7551.618164 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7551.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7551.618164 Penalty: 1828.976929
	Iteration 8F: 3 clusters Score -7551.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1512798.750000 Penalty: 1520.910522
	Iteration 0F: 2 clusters Score -1512799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1504664.375000 Penalty: 3041.821045
	Iteration 0F: 3 clusters Score -1504664 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1507475.125000 Penalty: 3041.821045
	Iteration 1F: 3 clusters Score -1507475 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1507803.750000 Penalty: 3041.821045
	Iteration 2F: 3 clusters Score -1507804 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1508149.375000 Penalty: 3041.821045
	Iteration 3F: 3 clusters Score -1508149 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1508537.000000 Penalty: 3041.821045
	Iteration 4F: 3 clusters Score -1508537 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1509017.375000 Penalty: 3041.821045
	Iteration 5F: 3 clusters Score -1509017 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1509528.125000 Penalty: 3041.821045
	Iteration 6F: 3 clusters Score -1509528 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1510003.750000 Penalty: 3041.821045
	Iteration 7F: 3 clusters Score -1510004 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1510376.625000 Penalty: 3041.821045
	Iteration 8Q: 3 clusters Score -1510377 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1510713.250000 Penalty: 3041.821045
	Iteration 9Q: 3 clusters Score -1510713 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1511029.375000 Penalty: 3041.821045
	Iteration 10Q: 3 clusters Score -1511029 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1511269.750000 Penalty: 3041.821045
	Iteration 11Q: 3 clusters Score -1511270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1511429.375000 Penalty: 3041.821045
	Iteration 12Q: 3 clusters Score -1511429 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1511521.500000 Penalty: 3041.821045
	Iteration 13Q: 3 clusters Score -1511522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1511574.500000 Penalty: 3041.821045
	Iteration 14Q: 3 clusters Score -1511574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1511613.625000 Penalty: 3041.821045
	Iteration 15Q: 3 clusters Score -1511614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1511637.750000 Penalty: 3041.821045
	Iteration 16Q: 3 clusters Score -1511638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1511658.125000 Penalty: 3041.821045
	Iteration 17Q: 3 clusters Score -1511658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1511672.750000 Penalty: 3041.821045
	Iteration 18Q: 3 clusters Score -1511673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1511682.250000 Penalty: 3041.821045
	Iteration 19Q: 3 clusters Score -1511682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1511688.250000 Penalty: 3041.821045
	Iteration 20F: 3 clusters Score -1511688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1511691.250000 Penalty: 3041.821045
	Iteration 21Q: 3 clusters Score -1511691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1511703.000000 Penalty: 3041.821045
	Iteration 22Q: 3 clusters Score -1511703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1511706.375000 Penalty: 3041.821045
	Iteration 23Q: 3 clusters Score -1511706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1511707.125000 Penalty: 3041.821045
	Iteration 24Q: 3 clusters Score -1511707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1511716.000000 Penalty: 3041.821045
	Iteration 25Q: 3 clusters Score -1511716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1511726.125000 Penalty: 3041.821045
	Iteration 26Q: 3 clusters Score -1511726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1511731.375000 Penalty: 3041.821045
	Iteration 27Q: 3 clusters Score -1511731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1511734.875000 Penalty: 3041.821045
	Iteration 28Q: 3 clusters Score -1511735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1511734.125000 Penalty: 3041.821045
	Iteration 29Q: 3 clusters Score -1511734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1511746.250000 Penalty: 3041.821045
	Iteration 30Q: 3 clusters Score -1511746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1511755.875000 Penalty: 3041.821045
	Iteration 31Q: 3 clusters Score -1511756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1511765.250000 Penalty: 3041.821045
	Iteration 32Q: 3 clusters Score -1511765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1511771.250000 Penalty: 3041.821045
	Iteration 33Q: 3 clusters Score -1511771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1511778.250000 Penalty: 3041.821045
	Iteration 34Q: 3 clusters Score -1511778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1511779.625000 Penalty: 3041.821045
	Iteration 35Q: 3 clusters Score -1511780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1511790.875000 Penalty: 3041.821045
	Iteration 36Q: 3 clusters Score -1511791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1511803.875000 Penalty: 3041.821045
	Iteration 37Q: 3 clusters Score -1511804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1511810.000000 Penalty: 3041.821045
	Iteration 38Q: 3 clusters Score -1511810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1511818.625000 Penalty: 3041.821045
	Iteration 39Q: 3 clusters Score -1511819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1511826.625000 Penalty: 3041.821045
	Iteration 40F: 3 clusters Score -1511827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1511827.875000 Penalty: 3041.821045
	Iteration 41Q: 3 clusters Score -1511828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1511826.875000 Penalty: 3041.821045
	Iteration 42Q: 3 clusters Score -1511827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1511831.250000 Penalty: 3041.821045
	Iteration 43Q: 3 clusters Score -1511831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1511832.500000 Penalty: 3041.821045
	Iteration 44Q: 3 clusters Score -1511832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1511837.625000 Penalty: 3041.821045
	Iteration 45Q: 3 clusters Score -1511838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1511839.125000 Penalty: 3041.821045
	Iteration 46Q: 3 clusters Score -1511839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1511838.500000 Penalty: 3041.821045
	Iteration 47Q: 3 clusters Score -1511838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1511839.125000 Penalty: 3041.821045
	Iteration 48Q: 3 clusters Score -1511839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1511838.125000 Penalty: 3041.821045
	Iteration 49Q: 3 clusters Score -1511838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1511840.750000 Penalty: 3041.821045
	Iteration 50Q: 3 clusters Score -1511841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1511841.500000 Penalty: 3041.821045
	Iteration 51Q: 3 clusters Score -1511842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1511842.000000 Penalty: 3041.821045
	Iteration 52Q: 3 clusters Score -1511842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1511845.250000 Penalty: 3041.821045
	Iteration 53Q: 3 clusters Score -1511845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1511846.250000 Penalty: 3041.821045
	Iteration 54Q: 3 clusters Score -1511846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1511850.250000 Penalty: 3041.821045
	Iteration 55Q: 3 clusters Score -1511850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1511854.500000 Penalty: 3041.821045
	Iteration 56Q: 3 clusters Score -1511854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1511852.875000 Penalty: 3041.821045
	Iteration 57Q: 3 clusters Score -1511853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1511856.250000 Penalty: 3041.821045
	Iteration 58Q: 3 clusters Score -1511856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1511857.250000 Penalty: 3041.821045
	Iteration 59Q: 3 clusters Score -1511857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1511855.625000 Penalty: 3041.821045
	Iteration 60F: 3 clusters Score -1511856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1511856.625000 Penalty: 3041.821045
	Iteration 61Q: 3 clusters Score -1511857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1511855.875000 Penalty: 3041.821045
	Iteration 62Q: 3 clusters Score -1511856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1511857.250000 Penalty: 3041.821045
	Iteration 63Q: 3 clusters Score -1511857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1511857.625000 Penalty: 3041.821045
	Iteration 64Q: 3 clusters Score -1511858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1511859.500000 Penalty: 3041.821045
	Iteration 65Q: 3 clusters Score -1511860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1511859.500000 Penalty: 3041.821045
	Iteration 66F: 3 clusters Score -1511860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 155 members 
Entering Unmasked Estep 
Score: -48219.421875 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48219.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48372.375000 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48372.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48448.687500 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48448.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48489.957031 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48489.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48533.656250 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48533.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48551.125000 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48551.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48585.453125 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48585.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48599.656250 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48599.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48602.484375 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -48602.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48602.484375 Penalty: 1898.208496
	Iteration 9F: 3 clusters Score -48602.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -73609.882812 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -73609.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72491.453125 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -72491.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72660.601562 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -72660.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72695.578125 Penalty: 2068.543945
	Iteration 2Q: 3 clusters Score -72695.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72715.375000 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -72715.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72722.171875 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -72722.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72723.828125 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -72723.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72724.140625 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -72724.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72724.140625 Penalty: 2068.543945
	Iteration 7F: 3 clusters Score -72724.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73860 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4031 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74625 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22675 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11608 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995616.000000 Penalty: 152087.562500
Iteration 159Q: 72 clusters Score -6.899562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73861 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4032 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74628 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22663 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5560 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11614 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995624.000000 Penalty: 152087.562500
Iteration 160F: 72 clusters Score -6.899562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21177 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73872 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74609 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22668 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5560 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1135 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11615 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995640.000000 Penalty: 152087.562500
Iteration 161Q: 72 clusters Score -6.899564e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21175 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73878 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74598 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22670 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5562 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2886 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11619 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995616.000000 Penalty: 152087.562500
Iteration 162Q: 72 clusters Score -6.899562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21175 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73896 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7646 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74577 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22671 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2885 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11620 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995568.000000 Penalty: 152087.562500
Iteration 163Q: 72 clusters Score -6.899557e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21175 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73908 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7647 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4038 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74562 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22671 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2884 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11622 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995616.000000 Penalty: 152087.562500
Iteration 164Q: 72 clusters Score -6.899562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73904 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7648 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4038 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74563 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22674 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11622 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995592.000000 Penalty: 152087.562500
Iteration 165Q: 72 clusters Score -6.899559e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73898 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74567 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22676 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11622 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995584.000000 Penalty: 152087.562500
Iteration 166Q: 72 clusters Score -6.899558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73897 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74565 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11623 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995560.000000 Penalty: 152087.562500
Iteration 167Q: 72 clusters Score -6.899556e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73892 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74567 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22681 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2560 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11624 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995552.000000 Penalty: 152087.562500
Iteration 168Q: 72 clusters Score -6.899555e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73885 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74566 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22686 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5565 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11625 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995552.000000 Penalty: 152087.562500
Iteration 169Q: 72 clusters Score -6.899555e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73883 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74563 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22693 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11623 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995608.000000 Penalty: 152087.562500
Iteration 170Q: 72 clusters Score -6.899561e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73880 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74559 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22699 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11624 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995576.000000 Penalty: 152087.562500
Iteration 171Q: 72 clusters Score -6.899558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73879 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 4038 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74555 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22701 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11626 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995632.000000 Penalty: 152087.562500
Iteration 172Q: 72 clusters Score -6.899563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73876 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74667 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25987 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8079 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74555 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22702 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11626 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995632.000000 Penalty: 152087.562500
Iteration 173Q: 72 clusters Score -6.899563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73871 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25988 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74555 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22706 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11625 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995640.000000 Penalty: 152087.562500
Iteration 174Q: 72 clusters Score -6.899564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73866 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74665 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74562 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22705 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11623 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995616.000000 Penalty: 152087.562500
Iteration 175Q: 72 clusters Score -6.899562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73857 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74571 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22708 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11621 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995624.000000 Penalty: 152087.562500
Iteration 176Q: 72 clusters Score -6.899562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73842 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74587 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22709 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11619 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995648.000000 Penalty: 152087.562500
Iteration 177Q: 72 clusters Score -6.899565e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73821 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74607 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22709 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2562 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11620 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995616.000000 Penalty: 152087.562500
Iteration 178Q: 72 clusters Score -6.899562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73802 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74618 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22716 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2562 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11620 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 179Q: 72 clusters Score -6.899566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73800 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74619 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22714 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2562 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11623 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 180F: 72 clusters Score -6.899566e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73789 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74630 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22715 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2562 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11622 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995672.000000 Penalty: 152087.562500
Iteration 181Q: 72 clusters Score -6.899567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73768 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74647 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22717 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2562 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11624 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995664.000000 Penalty: 152087.562500
Iteration 182Q: 72 clusters Score -6.899566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73753 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33940 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4041 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74666 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22710 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2563 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11625 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995656.000000 Penalty: 152087.562500
Iteration 183Q: 72 clusters Score -6.899566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73748 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74671 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22703 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2563 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11630 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995672.000000 Penalty: 152087.562500
Iteration 184Q: 72 clusters Score -6.899567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73741 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74670 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22702 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2564 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11635 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995712.000000 Penalty: 152087.562500
Iteration 185Q: 72 clusters Score -6.899571e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73743 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74663 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22695 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2565 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11642 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995704.000000 Penalty: 152087.562500
Iteration 186Q: 72 clusters Score -6.89957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73745 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74658 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22685 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2566 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11650 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995704.000000 Penalty: 152087.562500
Iteration 187Q: 72 clusters Score -6.89957e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73750 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33942 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74647 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22678 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2567 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11660 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995744.000000 Penalty: 152087.562500
Iteration 188Q: 72 clusters Score -6.899574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73762 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1474 members 
Mstep: Class 44 contains 74627 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22672 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2568 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11671 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995776.000000 Penalty: 152087.562500
Iteration 189Q: 72 clusters Score -6.899578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73765 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74623 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22662 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2568 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11681 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995792.000000 Penalty: 152087.562500
Iteration 190Q: 72 clusters Score -6.899579e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73768 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74618 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22653 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2568 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11690 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995816.000000 Penalty: 152087.562500
Iteration 191Q: 72 clusters Score -6.899582e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73773 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74610 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22649 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2568 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11693 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995800.000000 Penalty: 152087.562500
Iteration 192Q: 72 clusters Score -6.89958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73778 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4040 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74603 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22642 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2569 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11700 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995808.000000 Penalty: 152087.562500
Iteration 193Q: 72 clusters Score -6.899581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73790 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74585 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22634 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2571 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11713 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995840.000000 Penalty: 152087.562500
Iteration 194Q: 72 clusters Score -6.899584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73797 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4035 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74582 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22622 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2571 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11719 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995824.000000 Penalty: 152087.562500
Iteration 195Q: 72 clusters Score -6.899582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73816 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74563 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22619 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2571 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11723 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995872.000000 Penalty: 152087.562500
Iteration 196Q: 72 clusters Score -6.899587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73841 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74538 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22615 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2571 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11725 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995864.000000 Penalty: 152087.562500
Iteration 197Q: 72 clusters Score -6.899586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73854 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4034 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74524 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22611 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2571 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11729 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68995888.000000 Penalty: 152087.562500
Iteration 198Q: 72 clusters Score -6.899589e+07 nChanged 53
Entering ConstructFrom: 
Score: -68995888.000000 Penalty: 152087.562500
Entering ConstructFrom: 
Trying to split cluster 1 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -298835.906250 Penalty: 1262.935425
	Iteration 0F: 2 clusters Score -298835.9 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 1188 members 
Entering Unmasked Estep 
Score: -296563.437500 Penalty: 2525.870850
	Iteration 0F: 3 clusters Score -296563.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297245.562500 Penalty: 2525.870850
	Iteration 1F: 3 clusters Score -297245.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -297479.625000 Penalty: 2525.870850
	Iteration 2F: 3 clusters Score -297479.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -297669.750000 Penalty: 2525.870850
	Iteration 3F: 3 clusters Score -297669.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -297797.968750 Penalty: 2525.870850
	Iteration 4F: 3 clusters Score -297798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -297889.531250 Penalty: 2525.870850
	Iteration 5Q: 3 clusters Score -297889.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -298003.125000 Penalty: 2525.870850
	Iteration 6Q: 3 clusters Score -298003.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -298081.656250 Penalty: 2525.870850
	Iteration 7Q: 3 clusters Score -298081.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -298145.375000 Penalty: 2525.870850
	Iteration 8Q: 3 clusters Score -298145.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -298206.031250 Penalty: 2525.870850
	Iteration 9Q: 3 clusters Score -298206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -298274.187500 Penalty: 2525.870850
	Iteration 10Q: 3 clusters Score -298274.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298368.968750 Penalty: 2525.870850
	Iteration 11Q: 3 clusters Score -298369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -298471.093750 Penalty: 2525.870850
	Iteration 12Q: 3 clusters Score -298471.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -298557.906250 Penalty: 2525.870850
	Iteration 13Q: 3 clusters Score -298557.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298607.968750 Penalty: 2525.870850
	Iteration 14Q: 3 clusters Score -298608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298625.312500 Penalty: 2525.870850
	Iteration 15Q: 3 clusters Score -298625.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298636.093750 Penalty: 2525.870850
	Iteration 16Q: 3 clusters Score -298636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -298639.218750 Penalty: 2525.870850
	Iteration 17Q: 3 clusters Score -298639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -298640.843750 Penalty: 2525.870850
	Iteration 18Q: 3 clusters Score -298640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298642.062500 Penalty: 2525.870850
	Iteration 19Q: 3 clusters Score -298642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298641.968750 Penalty: 2525.870850
	Iteration 20F: 3 clusters Score -298642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298643.875000 Penalty: 2525.870850
	Iteration 21Q: 3 clusters Score -298643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298643.875000 Penalty: 2525.870850
	Iteration 22F: 3 clusters Score -298643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 153 members 
Entering Unmasked Estep 
Score: -15750.746094 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15750.75 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16014.264648 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16014.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16097.886719 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16097.89 nChanged 17
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: -16156.116211 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -16156.12 nChanged 12
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: -16204.899414 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16222.242188 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16222.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16288.087891 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16288.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16328.313477 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16328.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16416.998047 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16417 nChanged 3
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: -16458.519531 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16458.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16467.720703 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16467.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16473.521484 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16473.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16476.029297 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -16476.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16484.308594 Penalty: 1885.688477
	Iteration 13Q: 3 clusters Score -16484.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16491.566406 Penalty: 1885.688477
	Iteration 14Q: 3 clusters Score -16491.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16493.806641 Penalty: 1885.688477
	Iteration 15F: 3 clusters Score -16493.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16505.208984 Penalty: 1885.688477
	Iteration 16Q: 3 clusters Score -16505.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16530.435547 Penalty: 1885.688477
	Iteration 17Q: 3 clusters Score -16530.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16535.195312 Penalty: 1885.688477
	Iteration 18Q: 3 clusters Score -16535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16538.816406 Penalty: 1885.688477
	Iteration 19Q: 3 clusters Score -16538.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16538.816406 Penalty: 1885.688477
	Iteration 20F: 3 clusters Score -16538.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22608 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 95 members 
Entering Unmasked Estep 
Score: -68994704.000000 Penalty: 154229.640625
Splitting cluster 2 changes total score from -68995888.000000 to -68994704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -134959.875000 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -134959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133502.609375 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -133502.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133820.125000 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -133820.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133951.375000 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -133951.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -134021.546875 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -134021.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134077.281250 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -134077.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134119.968750 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -134120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134151.109375 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -134151.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134195.781250 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -134195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134228.937500 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -134228.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134251.484375 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -134251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134264.734375 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -134264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134273.937500 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -134273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134277.984375 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -134278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134280.593750 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -134280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134284.359375 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -134284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134287.687500 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -134287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134288.734375 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -134288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134288.734375 Penalty: 2259.636963
	Iteration 17F: 3 clusters Score -134288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -2822856.000000 Penalty: 1618.578247
	Iteration 0F: 2 clusters Score -2822856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2808448.250000 Penalty: 3237.156494
	Iteration 0F: 3 clusters Score -2808448 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2813717.750000 Penalty: 3237.156494
	Iteration 1F: 3 clusters Score -2813718 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2814130.000000 Penalty: 3237.156494
	Iteration 2Q: 3 clusters Score -2814130 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2814516.000000 Penalty: 3237.156494
	Iteration 3Q: 3 clusters Score -2814516 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2814903.000000 Penalty: 3237.156494
	Iteration 4Q: 3 clusters Score -2814903 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2815399.500000 Penalty: 3237.156494
	Iteration 5Q: 3 clusters Score -2815400 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2815919.000000 Penalty: 3237.156494
	Iteration 6F: 3 clusters Score -2815919 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2816519.250000 Penalty: 3237.156494
	Iteration 7F: 3 clusters Score -2816519 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2817167.500000 Penalty: 3237.156494
	Iteration 8F: 3 clusters Score -2817168 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2817817.500000 Penalty: 3237.156494
	Iteration 9F: 3 clusters Score -2817818 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2818290.000000 Penalty: 3237.156494
	Iteration 10Q: 3 clusters Score -2818290 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2818603.250000 Penalty: 3237.156494
	Iteration 11Q: 3 clusters Score -2818603 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2818800.500000 Penalty: 3237.156494
	Iteration 12Q: 3 clusters Score -2818800 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2818947.000000 Penalty: 3237.156494
	Iteration 13Q: 3 clusters Score -2818947 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2819076.500000 Penalty: 3237.156494
	Iteration 14Q: 3 clusters Score -2819076 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2819226.250000 Penalty: 3237.156494
	Iteration 15Q: 3 clusters Score -2819226 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2819411.500000 Penalty: 3237.156494
	Iteration 16Q: 3 clusters Score -2819412 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2819600.500000 Penalty: 3237.156494
	Iteration 17Q: 3 clusters Score -2819600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2819786.750000 Penalty: 3237.156494
	Iteration 18Q: 3 clusters Score -2819787 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2820010.250000 Penalty: 3237.156494
	Iteration 19Q: 3 clusters Score -2820010 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2820264.250000 Penalty: 3237.156494
	Iteration 20F: 3 clusters Score -2820264 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2820534.250000 Penalty: 3237.156494
	Iteration 21Q: 3 clusters Score -2820534 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2820815.250000 Penalty: 3237.156494
	Iteration 22Q: 3 clusters Score -2820815 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2821058.500000 Penalty: 3237.156494
	Iteration 23Q: 3 clusters Score -2821058 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2821259.750000 Penalty: 3237.156494
	Iteration 24Q: 3 clusters Score -2821260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2821389.250000 Penalty: 3237.156494
	Iteration 25Q: 3 clusters Score -2821389 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2821477.000000 Penalty: 3237.156494
	Iteration 26Q: 3 clusters Score -2821477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2821554.500000 Penalty: 3237.156494
	Iteration 27Q: 3 clusters Score -2821554 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2821623.000000 Penalty: 3237.156494
	Iteration 28Q: 3 clusters Score -2821623 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2821666.750000 Penalty: 3237.156494
	Iteration 29Q: 3 clusters Score -2821667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2821696.500000 Penalty: 3237.156494
	Iteration 30Q: 3 clusters Score -2821696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2821703.250000 Penalty: 3237.156494
	Iteration 31Q: 3 clusters Score -2821703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2821743.000000 Penalty: 3237.156494
	Iteration 32Q: 3 clusters Score -2821743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2821755.750000 Penalty: 3237.156494
	Iteration 33Q: 3 clusters Score -2821756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2821770.750000 Penalty: 3237.156494
	Iteration 34Q: 3 clusters Score -2821771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2821775.500000 Penalty: 3237.156494
	Iteration 35Q: 3 clusters Score -2821776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2821780.500000 Penalty: 3237.156494
	Iteration 36Q: 3 clusters Score -2821780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2821785.250000 Penalty: 3237.156494
	Iteration 37Q: 3 clusters Score -2821785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2821791.250000 Penalty: 3237.156494
	Iteration 38Q: 3 clusters Score -2821791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2821790.000000 Penalty: 3237.156494
	Iteration 39Q: 3 clusters Score -2821790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2821792.000000 Penalty: 3237.156494
	Iteration 40F: 3 clusters Score -2821792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2821793.500000 Penalty: 3237.156494
	Iteration 41Q: 3 clusters Score -2821794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2821796.750000 Penalty: 3237.156494
	Iteration 42Q: 3 clusters Score -2821797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2821805.500000 Penalty: 3237.156494
	Iteration 43Q: 3 clusters Score -2821806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2821811.000000 Penalty: 3237.156494
	Iteration 44Q: 3 clusters Score -2821811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2821816.000000 Penalty: 3237.156494
	Iteration 45Q: 3 clusters Score -2821816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2821819.750000 Penalty: 3237.156494
	Iteration 46Q: 3 clusters Score -2821820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2821824.000000 Penalty: 3237.156494
	Iteration 47Q: 3 clusters Score -2821824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2821827.000000 Penalty: 3237.156494
	Iteration 48Q: 3 clusters Score -2821827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2821827.750000 Penalty: 3237.156494
	Iteration 49Q: 3 clusters Score -2821828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2821827.250000 Penalty: 3237.156494
	Iteration 50Q: 3 clusters Score -2821827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2821825.500000 Penalty: 3237.156494
	Iteration 51Q: 3 clusters Score -2821826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2821830.000000 Penalty: 3237.156494
	Iteration 52Q: 3 clusters Score -2821830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2821831.000000 Penalty: 3237.156494
	Iteration 53Q: 3 clusters Score -2821831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2821829.500000 Penalty: 3237.156494
	Iteration 54Q: 3 clusters Score -2821830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2821832.000000 Penalty: 3237.156494
	Iteration 55Q: 3 clusters Score -2821832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2821832.750000 Penalty: 3237.156494
	Iteration 56Q: 3 clusters Score -2821833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2821832.250000 Penalty: 3237.156494
	Iteration 57Q: 3 clusters Score -2821832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2821832.500000 Penalty: 3237.156494
	Iteration 58Q: 3 clusters Score -2821832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2821835.500000 Penalty: 3237.156494
	Iteration 59Q: 3 clusters Score -2821836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2821835.750000 Penalty: 3237.156494
	Iteration 60F: 3 clusters Score -2821836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2821835.250000 Penalty: 3237.156494
	Iteration 61Q: 3 clusters Score -2821835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2821835.250000 Penalty: 3237.156494
	Iteration 62F: 3 clusters Score -2821835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -188084.000000 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -188084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186311.156250 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -186311.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -186692.625000 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -186692.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186789.500000 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -186789.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186849.343750 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -186849.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186872.375000 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -186872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186881.234375 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -186881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186894.046875 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -186894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186905.187500 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -186905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186910.421875 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -186910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186916.703125 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -186916.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186923.593750 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -186923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186928.687500 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -186928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186929.125000 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -186929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186932.453125 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -186932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -186935.546875 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -186935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186939.765625 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -186939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186942.156250 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -186942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186944.265625 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -186944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186945.625000 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -186945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186946.375000 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -186946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186947.515625 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -186947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186947.937500 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -186947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186948.359375 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -186948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -186948.718750 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -186948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -186952.265625 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -186952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -186954.000000 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -186954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186954.953125 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -186955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186956.078125 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -186956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186957.093750 Penalty: 2379.171387
	Iteration 28Q: 3 clusters Score -186957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186957.468750 Penalty: 2379.171387
	Iteration 29Q: 3 clusters Score -186957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186958.640625 Penalty: 2379.171387
	Iteration 30Q: 3 clusters Score -186958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186960.203125 Penalty: 2379.171387
	Iteration 31Q: 3 clusters Score -186960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -186962.046875 Penalty: 2379.171387
	Iteration 32Q: 3 clusters Score -186962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -186965.437500 Penalty: 2379.171387
	Iteration 33Q: 3 clusters Score -186965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186967.281250 Penalty: 2379.171387
	Iteration 34Q: 3 clusters Score -186967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186969.671875 Penalty: 2379.171387
	Iteration 35Q: 3 clusters Score -186969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186970.859375 Penalty: 2379.171387
	Iteration 36Q: 3 clusters Score -186970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -186972.890625 Penalty: 2379.171387
	Iteration 37Q: 3 clusters Score -186972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -186973.312500 Penalty: 2379.171387
	Iteration 38Q: 3 clusters Score -186973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -186973.312500 Penalty: 2379.171387
	Iteration 39F: 3 clusters Score -186973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265919.343750 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265919.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -266565.625000 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266565.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -266838.312500 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266838.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267033.687500 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -267033.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -267167.000000 Penalty: 2478.001221
	Iteration 4F: 3 clusters Score -267167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -267229.437500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -267229.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267267.968750 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -267268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -267293.406250 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -267293.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -267310.343750 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -267310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -267320.906250 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -267320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -267325.500000 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -267325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -267327.281250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -267327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -267328.281250 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -267328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -267328.468750 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -267328.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267329.218750 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -267329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -267328.968750 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -267329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -267328.968750 Penalty: 2478.001221
	Iteration 16F: 3 clusters Score -267329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Entering Unmasked Estep 
Score: -10046245.000000 Penalty: 1821.635132
	Iteration 0F: 2 clusters Score -1.004624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -9999987.000000 Penalty: 3643.270264
	Iteration 0F: 3 clusters Score -9999987 nChanged 35024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -10020676.000000 Penalty: 3643.270264
	Iteration 1F: 3 clusters Score -1.002068e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -10022090.000000 Penalty: 3643.270264
	Iteration 2Q: 3 clusters Score -1.002209e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -10024166.000000 Penalty: 3643.270264
	Iteration 3F: 3 clusters Score -1.002417e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -10027277.000000 Penalty: 3643.270264
	Iteration 4F: 3 clusters Score -1.002728e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -10031686.000000 Penalty: 3643.270264
	Iteration 5F: 3 clusters Score -1.003169e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -10037005.000000 Penalty: 3643.270264
	Iteration 6F: 3 clusters Score -1.0037e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -10041276.000000 Penalty: 3643.270264
	Iteration 7F: 3 clusters Score -1.004128e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -10043353.000000 Penalty: 3643.270264
	Iteration 8Q: 3 clusters Score -1.004335e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -10044496.000000 Penalty: 3643.270264
	Iteration 9Q: 3 clusters Score -1.00445e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -10045223.000000 Penalty: 3643.270264
	Iteration 10Q: 3 clusters Score -1.004522e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -10045812.000000 Penalty: 3643.270264
	Iteration 11Q: 3 clusters Score -1.004581e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -10046152.000000 Penalty: 3643.270264
	Iteration 12Q: 3 clusters Score -1.004615e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -10046440.000000 Penalty: 3643.270264
	Iteration 13Q: 3 clusters Score -1.004644e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -10046558.000000 Penalty: 3643.270264
	Iteration 14Q: 3 clusters Score -1.004656e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -10046709.000000 Penalty: 3643.270264
	Iteration 15Q: 3 clusters Score -1.004671e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -10046827.000000 Penalty: 3643.270264
	Iteration 16Q: 3 clusters Score -1.004683e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -10046898.000000 Penalty: 3643.270264
	Iteration 17Q: 3 clusters Score -1.00469e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -10046921.000000 Penalty: 3643.270264
	Iteration 18Q: 3 clusters Score -1.004692e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -10046966.000000 Penalty: 3643.270264
	Iteration 19Q: 3 clusters Score -1.004697e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -10046935.000000 Penalty: 3643.270264
	Iteration 20F: 3 clusters Score -1.004694e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -10046918.000000 Penalty: 3643.270264
	Iteration 21Q: 3 clusters Score -1.004692e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -10046889.000000 Penalty: 3643.270264
	Iteration 22Q: 3 clusters Score -1.004689e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -10046847.000000 Penalty: 3643.270264
	Iteration 23Q: 3 clusters Score -1.004685e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -10046834.000000 Penalty: 3643.270264
	Iteration 24Q: 3 clusters Score -1.004683e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -10046775.000000 Penalty: 3643.270264
	Iteration 25Q: 3 clusters Score -1.004678e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -10046705.000000 Penalty: 3643.270264
	Iteration 26Q: 3 clusters Score -1.00467e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -10046661.000000 Penalty: 3643.270264
	Iteration 27Q: 3 clusters Score -1.004666e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -10046636.000000 Penalty: 3643.270264
	Iteration 28Q: 3 clusters Score -1.004664e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -10046613.000000 Penalty: 3643.270264
	Iteration 29Q: 3 clusters Score -1.004661e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -10046557.000000 Penalty: 3643.270264
	Iteration 30Q: 3 clusters Score -1.004656e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -10046525.000000 Penalty: 3643.270264
	Iteration 31Q: 3 clusters Score -1.004652e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -10046480.000000 Penalty: 3643.270264
	Iteration 32Q: 3 clusters Score -1.004648e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -10046468.000000 Penalty: 3643.270264
	Iteration 33Q: 3 clusters Score -1.004647e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -10046440.000000 Penalty: 3643.270264
	Iteration 34Q: 3 clusters Score -1.004644e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -10046423.000000 Penalty: 3643.270264
	Iteration 35Q: 3 clusters Score -1.004642e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -10046382.000000 Penalty: 3643.270264
	Iteration 36Q: 3 clusters Score -1.004638e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -10046340.000000 Penalty: 3643.270264
	Iteration 37Q: 3 clusters Score -1.004634e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -10046287.000000 Penalty: 3643.270264
	Iteration 38Q: 3 clusters Score -1.004629e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -10046280.000000 Penalty: 3643.270264
	Iteration 39Q: 3 clusters Score -1.004628e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -10046230.000000 Penalty: 3643.270264
	Iteration 40F: 3 clusters Score -1.004623e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -10046213.000000 Penalty: 3643.270264
	Iteration 41Q: 3 clusters Score -1.004621e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -10046199.000000 Penalty: 3643.270264
	Iteration 42Q: 3 clusters Score -1.00462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -10046159.000000 Penalty: 3643.270264
	Iteration 43Q: 3 clusters Score -1.004616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -10046165.000000 Penalty: 3643.270264
	Iteration 44Q: 3 clusters Score -1.004616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -10046158.000000 Penalty: 3643.270264
	Iteration 45Q: 3 clusters Score -1.004616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -10046146.000000 Penalty: 3643.270264
	Iteration 46Q: 3 clusters Score -1.004615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -10046137.000000 Penalty: 3643.270264
	Iteration 47Q: 3 clusters Score -1.004614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -10046124.000000 Penalty: 3643.270264
	Iteration 48Q: 3 clusters Score -1.004612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -10046106.000000 Penalty: 3643.270264
	Iteration 49Q: 3 clusters Score -1.004611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -10046109.000000 Penalty: 3643.270264
	Iteration 50Q: 3 clusters Score -1.004611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -10046104.000000 Penalty: 3643.270264
	Iteration 51Q: 3 clusters Score -1.00461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -10046097.000000 Penalty: 3643.270264
	Iteration 52Q: 3 clusters Score -1.00461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -10046100.000000 Penalty: 3643.270264
	Iteration 53Q: 3 clusters Score -1.00461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -10046100.000000 Penalty: 3643.270264
	Iteration 54Q: 3 clusters Score -1.00461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -10046081.000000 Penalty: 3643.270264
	Iteration 55Q: 3 clusters Score -1.004608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -10046072.000000 Penalty: 3643.270264
	Iteration 56Q: 3 clusters Score -1.004607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -10046059.000000 Penalty: 3643.270264
	Iteration 57Q: 3 clusters Score -1.004606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -10046052.000000 Penalty: 3643.270264
	Iteration 58Q: 3 clusters Score -1.004605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -10046041.000000 Penalty: 3643.270264
	Iteration 59Q: 3 clusters Score -1.004604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -10046028.000000 Penalty: 3643.270264
	Iteration 60F: 3 clusters Score -1.004603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -10046023.000000 Penalty: 3643.270264
	Iteration 61Q: 3 clusters Score -1.004602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -10046011.000000 Penalty: 3643.270264
	Iteration 62Q: 3 clusters Score -1.004601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -10046016.000000 Penalty: 3643.270264
	Iteration 63Q: 3 clusters Score -1.004602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -10046016.000000 Penalty: 3643.270264
	Iteration 64Q: 3 clusters Score -1.004602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -10046019.000000 Penalty: 3643.270264
	Iteration 65Q: 3 clusters Score -1.004602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -10046022.000000 Penalty: 3643.270264
	Iteration 66Q: 3 clusters Score -1.004602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -10046022.000000 Penalty: 3643.270264
	Iteration 67Q: 3 clusters Score -1.004602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -10046013.000000 Penalty: 3643.270264
	Iteration 68Q: 3 clusters Score -1.004601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -10046004.000000 Penalty: 3643.270264
	Iteration 69Q: 3 clusters Score -1.0046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -10046006.000000 Penalty: 3643.270264
	Iteration 70Q: 3 clusters Score -1.004601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -10046005.000000 Penalty: 3643.270264
	Iteration 71Q: 3 clusters Score -1.0046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -10046005.000000 Penalty: 3643.270264
	Iteration 72Q: 3 clusters Score -1.0046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -10046007.000000 Penalty: 3643.270264
	Iteration 73Q: 3 clusters Score -1.004601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -10046007.000000 Penalty: 3643.270264
	Iteration 74F: 3 clusters Score -1.004601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -195401.390625 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195401.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195722.593750 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195722.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195823.062500 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195823.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -195882.625000 Penalty: 2382.807373
	Iteration 3F: 3 clusters Score -195882.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -195921.796875 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -195921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -195942.812500 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -195942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -195962.187500 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -195962.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195979.093750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -195979.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195990.953125 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -195991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196007.359375 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196007.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -196020.703125 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196020.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196026.796875 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196030.328125 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196038.718750 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196048.437500 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196056.968750 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196061.703125 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -196062.671875 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196063.250000 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196063.734375 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196066.640625 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196068.062500 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196068.812500 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196068.812500 Penalty: 2382.807373
	Iteration 23F: 3 clusters Score -196068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Entering Unmasked Estep 
Score: -1968919.750000 Penalty: 1558.997803
	Iteration 0F: 2 clusters Score -1968920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1958756.625000 Penalty: 3117.995605
	Iteration 0F: 3 clusters Score -1958757 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1962726.500000 Penalty: 3117.995605
	Iteration 1F: 3 clusters Score -1962726 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1963951.500000 Penalty: 3117.995605
	Iteration 2F: 3 clusters Score -1963952 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1965335.125000 Penalty: 3117.995605
	Iteration 3F: 3 clusters Score -1965335 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1966292.750000 Penalty: 3117.995605
	Iteration 4F: 3 clusters Score -1966293 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1966782.500000 Penalty: 3117.995605
	Iteration 5F: 3 clusters Score -1966782 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1967018.125000 Penalty: 3117.995605
	Iteration 6Q: 3 clusters Score -1967018 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1967118.125000 Penalty: 3117.995605
	Iteration 7Q: 3 clusters Score -1967118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1967185.375000 Penalty: 3117.995605
	Iteration 8Q: 3 clusters Score -1967185 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1967224.750000 Penalty: 3117.995605
	Iteration 9Q: 3 clusters Score -1967225 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1967251.250000 Penalty: 3117.995605
	Iteration 10Q: 3 clusters Score -1967251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1967274.250000 Penalty: 3117.995605
	Iteration 11Q: 3 clusters Score -1967274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1967283.500000 Penalty: 3117.995605
	Iteration 12Q: 3 clusters Score -1967284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1967301.500000 Penalty: 3117.995605
	Iteration 13Q: 3 clusters Score -1967302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1967310.625000 Penalty: 3117.995605
	Iteration 14Q: 3 clusters Score -1967311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1967330.625000 Penalty: 3117.995605
	Iteration 15Q: 3 clusters Score -1967331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1967332.125000 Penalty: 3117.995605
	Iteration 16Q: 3 clusters Score -1967332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1967348.375000 Penalty: 3117.995605
	Iteration 17Q: 3 clusters Score -1967348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1967357.000000 Penalty: 3117.995605
	Iteration 18Q: 3 clusters Score -1967357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1967370.250000 Penalty: 3117.995605
	Iteration 19Q: 3 clusters Score -1967370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1967380.500000 Penalty: 3117.995605
	Iteration 20F: 3 clusters Score -1967380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1967389.375000 Penalty: 3117.995605
	Iteration 21Q: 3 clusters Score -1967389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1967404.125000 Penalty: 3117.995605
	Iteration 22Q: 3 clusters Score -1967404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1967410.250000 Penalty: 3117.995605
	Iteration 23Q: 3 clusters Score -1967410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1967428.250000 Penalty: 3117.995605
	Iteration 24Q: 3 clusters Score -1967428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1967429.500000 Penalty: 3117.995605
	Iteration 25Q: 3 clusters Score -1967430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1967454.375000 Penalty: 3117.995605
	Iteration 26Q: 3 clusters Score -1967454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1967461.125000 Penalty: 3117.995605
	Iteration 27Q: 3 clusters Score -1967461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1967473.125000 Penalty: 3117.995605
	Iteration 28Q: 3 clusters Score -1967473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1967489.000000 Penalty: 3117.995605
	Iteration 29Q: 3 clusters Score -1967489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1967509.625000 Penalty: 3117.995605
	Iteration 30Q: 3 clusters Score -1967510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1967533.125000 Penalty: 3117.995605
	Iteration 31Q: 3 clusters Score -1967533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1967560.500000 Penalty: 3117.995605
	Iteration 32Q: 3 clusters Score -1967560 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1967596.875000 Penalty: 3117.995605
	Iteration 33Q: 3 clusters Score -1967597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1967612.500000 Penalty: 3117.995605
	Iteration 34Q: 3 clusters Score -1967612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1967639.250000 Penalty: 3117.995605
	Iteration 35Q: 3 clusters Score -1967639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1967659.625000 Penalty: 3117.995605
	Iteration 36Q: 3 clusters Score -1967660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1967674.375000 Penalty: 3117.995605
	Iteration 37Q: 3 clusters Score -1967674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1967693.375000 Penalty: 3117.995605
	Iteration 38Q: 3 clusters Score -1967693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1967711.000000 Penalty: 3117.995605
	Iteration 39Q: 3 clusters Score -1967711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1967726.625000 Penalty: 3117.995605
	Iteration 40F: 3 clusters Score -1967727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1967744.000000 Penalty: 3117.995605
	Iteration 41Q: 3 clusters Score -1967744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1967761.500000 Penalty: 3117.995605
	Iteration 42Q: 3 clusters Score -1967762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1967777.250000 Penalty: 3117.995605
	Iteration 43Q: 3 clusters Score -1967777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1967793.750000 Penalty: 3117.995605
	Iteration 44Q: 3 clusters Score -1967794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1967812.500000 Penalty: 3117.995605
	Iteration 45Q: 3 clusters Score -1967812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1967844.000000 Penalty: 3117.995605
	Iteration 46Q: 3 clusters Score -1967844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1967860.000000 Penalty: 3117.995605
	Iteration 47Q: 3 clusters Score -1967860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1967883.875000 Penalty: 3117.995605
	Iteration 48Q: 3 clusters Score -1967884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1967909.500000 Penalty: 3117.995605
	Iteration 49Q: 3 clusters Score -1967910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1967924.125000 Penalty: 3117.995605
	Iteration 50Q: 3 clusters Score -1967924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1967941.000000 Penalty: 3117.995605
	Iteration 51Q: 3 clusters Score -1967941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1967960.375000 Penalty: 3117.995605
	Iteration 52Q: 3 clusters Score -1967960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1967988.500000 Penalty: 3117.995605
	Iteration 53Q: 3 clusters Score -1967988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1967996.125000 Penalty: 3117.995605
	Iteration 54Q: 3 clusters Score -1967996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1968009.125000 Penalty: 3117.995605
	Iteration 55Q: 3 clusters Score -1968009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1968020.000000 Penalty: 3117.995605
	Iteration 56Q: 3 clusters Score -1968020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1968031.500000 Penalty: 3117.995605
	Iteration 57Q: 3 clusters Score -1968032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1968047.625000 Penalty: 3117.995605
	Iteration 58Q: 3 clusters Score -1968048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1968054.875000 Penalty: 3117.995605
	Iteration 59Q: 3 clusters Score -1968055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1968069.375000 Penalty: 3117.995605
	Iteration 60F: 3 clusters Score -1968069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1968077.625000 Penalty: 3117.995605
	Iteration 61Q: 3 clusters Score -1968078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1968086.750000 Penalty: 3117.995605
	Iteration 62Q: 3 clusters Score -1968087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1968100.625000 Penalty: 3117.995605
	Iteration 63Q: 3 clusters Score -1968101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1968113.000000 Penalty: 3117.995605
	Iteration 64Q: 3 clusters Score -1968113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1968122.500000 Penalty: 3117.995605
	Iteration 65Q: 3 clusters Score -1968122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1968125.750000 Penalty: 3117.995605
	Iteration 66Q: 3 clusters Score -1968126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1968126.250000 Penalty: 3117.995605
	Iteration 67Q: 3 clusters Score -1968126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1968128.250000 Penalty: 3117.995605
	Iteration 68Q: 3 clusters Score -1968128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1968132.500000 Penalty: 3117.995605
	Iteration 69Q: 3 clusters Score -1968132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1968133.750000 Penalty: 3117.995605
	Iteration 70Q: 3 clusters Score -1968134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1968134.500000 Penalty: 3117.995605
	Iteration 71Q: 3 clusters Score -1968134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1968135.375000 Penalty: 3117.995605
	Iteration 72Q: 3 clusters Score -1968135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1968138.375000 Penalty: 3117.995605
	Iteration 73Q: 3 clusters Score -1968138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1968138.625000 Penalty: 3117.995605
	Iteration 74Q: 3 clusters Score -1968139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1968139.125000 Penalty: 3117.995605
	Iteration 75Q: 3 clusters Score -1968139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1968141.375000 Penalty: 3117.995605
	Iteration 76Q: 3 clusters Score -1968141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1968141.750000 Penalty: 3117.995605
	Iteration 77Q: 3 clusters Score -1968142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1968144.125000 Penalty: 3117.995605
	Iteration 78Q: 3 clusters Score -1968144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1968144.250000 Penalty: 3117.995605
	Iteration 79Q: 3 clusters Score -1968144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1968143.625000 Penalty: 3117.995605
	Iteration 80F: 3 clusters Score -1968144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 184 members 
Entering Unmasked Estep 
Score: -25116.017578 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25116.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25358.593750 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25358.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25464.505859 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25464.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25629.248047 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -25629.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25755.941406 Penalty: 1905.680176
	Iteration 4F: 3 clusters Score -25755.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25873.613281 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25873.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26001.654297 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -26001.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26087.925781 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -26087.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26172.638672 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -26172.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26184.123047 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -26184.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26185.656250 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -26185.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26185.656250 Penalty: 1905.680176
	Iteration 11F: 3 clusters Score -26185.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22608 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 160 members 
Entering Unmasked Estep 
Score: -68994880.000000 Penalty: 154229.640625
Splitting cluster 10 changes total score from -68995888.000000 to -68994880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58989.968750 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -58989.97 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59301.812500 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59301.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59466.421875 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59466.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59672.492188 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59672.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59842.687500 Penalty: 2066.861572
	Iteration 4F: 3 clusters Score -59842.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59994.605469 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59994.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60068.273438 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -60068.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60084.144531 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -60084.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60108.343750 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -60108.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60113.515625 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -60113.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60114.613281 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -60114.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60114.613281 Penalty: 2066.861572
	Iteration 11F: 3 clusters Score -60114.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 201 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22608 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 377 members 
Entering Unmasked Estep 
Score: -68994848.000000 Penalty: 154229.640625
Splitting cluster 11 changes total score from -68995888.000000 to -68994848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Entering Unmasked Estep 
Score: -8446668.000000 Penalty: 1797.555054
	Iteration 0F: 2 clusters Score -8446668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -8404381.000000 Penalty: 3595.110107
	Iteration 0F: 3 clusters Score -8404381 nChanged 30238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -8422225.000000 Penalty: 3595.110107
	Iteration 1F: 3 clusters Score -8422225 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -8423492.000000 Penalty: 3595.110107
	Iteration 2Q: 3 clusters Score -8423492 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -8425308.000000 Penalty: 3595.110107
	Iteration 3F: 3 clusters Score -8425308 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8428014.000000 Penalty: 3595.110107
	Iteration 4F: 3 clusters Score -8428014 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -8431664.000000 Penalty: 3595.110107
	Iteration 5F: 3 clusters Score -8431664 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -8436003.000000 Penalty: 3595.110107
	Iteration 6F: 3 clusters Score -8436003 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -8440029.000000 Penalty: 3595.110107
	Iteration 7F: 3 clusters Score -8440029 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8442674.000000 Penalty: 3595.110107
	Iteration 8Q: 3 clusters Score -8442674 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -8444010.000000 Penalty: 3595.110107
	Iteration 9Q: 3 clusters Score -8444010 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8444668.000000 Penalty: 3595.110107
	Iteration 10Q: 3 clusters Score -8444668 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -8445004.000000 Penalty: 3595.110107
	Iteration 11Q: 3 clusters Score -8445004 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8445196.000000 Penalty: 3595.110107
	Iteration 12Q: 3 clusters Score -8445196 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -8445327.000000 Penalty: 3595.110107
	Iteration 13Q: 3 clusters Score -8445327 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8445405.000000 Penalty: 3595.110107
	Iteration 14Q: 3 clusters Score -8445405 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -8445480.000000 Penalty: 3595.110107
	Iteration 15Q: 3 clusters Score -8445480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8445528.000000 Penalty: 3595.110107
	Iteration 16Q: 3 clusters Score -8445528 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8445591.000000 Penalty: 3595.110107
	Iteration 17Q: 3 clusters Score -8445591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8445636.000000 Penalty: 3595.110107
	Iteration 18Q: 3 clusters Score -8445636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -8445662.000000 Penalty: 3595.110107
	Iteration 19Q: 3 clusters Score -8445662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8445693.000000 Penalty: 3595.110107
	Iteration 20F: 3 clusters Score -8445693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -8445723.000000 Penalty: 3595.110107
	Iteration 21Q: 3 clusters Score -8445723 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8445720.000000 Penalty: 3595.110107
	Iteration 22Q: 3 clusters Score -8445720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8445736.000000 Penalty: 3595.110107
	Iteration 23Q: 3 clusters Score -8445736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -8445746.000000 Penalty: 3595.110107
	Iteration 24Q: 3 clusters Score -8445746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -8445743.000000 Penalty: 3595.110107
	Iteration 25Q: 3 clusters Score -8445743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8445754.000000 Penalty: 3595.110107
	Iteration 26Q: 3 clusters Score -8445754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8445767.000000 Penalty: 3595.110107
	Iteration 27Q: 3 clusters Score -8445767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -8445780.000000 Penalty: 3595.110107
	Iteration 28Q: 3 clusters Score -8445780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8445783.000000 Penalty: 3595.110107
	Iteration 29Q: 3 clusters Score -8445783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8445787.000000 Penalty: 3595.110107
	Iteration 30Q: 3 clusters Score -8445787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8445782.000000 Penalty: 3595.110107
	Iteration 31Q: 3 clusters Score -8445782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8445783.000000 Penalty: 3595.110107
	Iteration 32Q: 3 clusters Score -8445783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8445784.000000 Penalty: 3595.110107
	Iteration 33Q: 3 clusters Score -8445784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -8445775.000000 Penalty: 3595.110107
	Iteration 34Q: 3 clusters Score -8445775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8445762.000000 Penalty: 3595.110107
	Iteration 35Q: 3 clusters Score -8445762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8445762.000000 Penalty: 3595.110107
	Iteration 36Q: 3 clusters Score -8445762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8445765.000000 Penalty: 3595.110107
	Iteration 37Q: 3 clusters Score -8445765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8445774.000000 Penalty: 3595.110107
	Iteration 38Q: 3 clusters Score -8445774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8445777.000000 Penalty: 3595.110107
	Iteration 39Q: 3 clusters Score -8445777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8445783.000000 Penalty: 3595.110107
	Iteration 40F: 3 clusters Score -8445783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8445775.000000 Penalty: 3595.110107
	Iteration 41Q: 3 clusters Score -8445775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8445790.000000 Penalty: 3595.110107
	Iteration 42Q: 3 clusters Score -8445790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8445777.000000 Penalty: 3595.110107
	Iteration 43Q: 3 clusters Score -8445777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8445786.000000 Penalty: 3595.110107
	Iteration 44Q: 3 clusters Score -8445786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8445791.000000 Penalty: 3595.110107
	Iteration 45Q: 3 clusters Score -8445791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8445793.000000 Penalty: 3595.110107
	Iteration 46Q: 3 clusters Score -8445793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8445800.000000 Penalty: 3595.110107
	Iteration 47Q: 3 clusters Score -8445800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8445790.000000 Penalty: 3595.110107
	Iteration 48Q: 3 clusters Score -8445790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8445803.000000 Penalty: 3595.110107
	Iteration 49Q: 3 clusters Score -8445803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8445802.000000 Penalty: 3595.110107
	Iteration 50Q: 3 clusters Score -8445802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8445797.000000 Penalty: 3595.110107
	Iteration 51Q: 3 clusters Score -8445797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8445795.000000 Penalty: 3595.110107
	Iteration 52Q: 3 clusters Score -8445795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8445795.000000 Penalty: 3595.110107
	Iteration 53Q: 3 clusters Score -8445795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -8445799.000000 Penalty: 3595.110107
	Iteration 54Q: 3 clusters Score -8445799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8445810.000000 Penalty: 3595.110107
	Iteration 55Q: 3 clusters Score -8445810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8445816.000000 Penalty: 3595.110107
	Iteration 56Q: 3 clusters Score -8445816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8445814.000000 Penalty: 3595.110107
	Iteration 57Q: 3 clusters Score -8445814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8445823.000000 Penalty: 3595.110107
	Iteration 58Q: 3 clusters Score -8445823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8445823.000000 Penalty: 3595.110107
	Iteration 59Q: 3 clusters Score -8445823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8445824.000000 Penalty: 3595.110107
	Iteration 60F: 3 clusters Score -8445824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8445823.000000 Penalty: 3595.110107
	Iteration 61Q: 3 clusters Score -8445823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8445828.000000 Penalty: 3595.110107
	Iteration 62Q: 3 clusters Score -8445828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8445825.000000 Penalty: 3595.110107
	Iteration 63Q: 3 clusters Score -8445825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8445826.000000 Penalty: 3595.110107
	Iteration 64Q: 3 clusters Score -8445826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8445828.000000 Penalty: 3595.110107
	Iteration 65Q: 3 clusters Score -8445828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8445830.000000 Penalty: 3595.110107
	Iteration 66Q: 3 clusters Score -8445830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8445825.000000 Penalty: 3595.110107
	Iteration 67Q: 3 clusters Score -8445825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8445826.000000 Penalty: 3595.110107
	Iteration 68Q: 3 clusters Score -8445826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8445819.000000 Penalty: 3595.110107
	Iteration 69Q: 3 clusters Score -8445819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8445822.000000 Penalty: 3595.110107
	Iteration 70Q: 3 clusters Score -8445822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8445820.000000 Penalty: 3595.110107
	Iteration 71Q: 3 clusters Score -8445820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8445820.000000 Penalty: 3595.110107
	Iteration 72Q: 3 clusters Score -8445820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8445819.000000 Penalty: 3595.110107
	Iteration 73Q: 3 clusters Score -8445819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8445821.000000 Penalty: 3595.110107
	Iteration 74Q: 3 clusters Score -8445821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8445823.000000 Penalty: 3595.110107
	Iteration 75Q: 3 clusters Score -8445823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8445820.000000 Penalty: 3595.110107
	Iteration 76Q: 3 clusters Score -8445820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8445820.000000 Penalty: 3595.110107
	Iteration 77Q: 3 clusters Score -8445820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8445824.000000 Penalty: 3595.110107
	Iteration 78Q: 3 clusters Score -8445824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8445821.000000 Penalty: 3595.110107
	Iteration 79Q: 3 clusters Score -8445821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8445822.000000 Penalty: 3595.110107
	Iteration 80F: 3 clusters Score -8445822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8445824.000000 Penalty: 3595.110107
	Iteration 81Q: 3 clusters Score -8445824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8445817.000000 Penalty: 3595.110107
	Iteration 82Q: 3 clusters Score -8445817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8445821.000000 Penalty: 3595.110107
	Iteration 83Q: 3 clusters Score -8445821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8445822.000000 Penalty: 3595.110107
	Iteration 84Q: 3 clusters Score -8445822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8445822.000000 Penalty: 3595.110107
	Iteration 85F: 3 clusters Score -8445822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -154787.406250 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154787.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155036.078125 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155036.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155125.078125 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155125.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155166.640625 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -155166.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155197.859375 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155234.984375 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -155287.890625 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155287.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155364.468750 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155364.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155474.171875 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155474.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155582.750000 Penalty: 2249.859131
	Iteration 9F: 3 clusters Score -155582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155621.703125 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155621.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -155644.921875 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155644.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -155664.406250 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -155677.093750 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -155696.625000 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -155717.859375 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155735.953125 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155747.609375 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155756.484375 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -155756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -155759.390625 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -155759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -155763.828125 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -155763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -155766.375000 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -155766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155767.828125 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -155767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -155768.640625 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -155768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -155770.656250 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -155770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155772.343750 Penalty: 2249.859131
	Iteration 25Q: 3 clusters Score -155772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -155773.562500 Penalty: 2249.859131
	Iteration 26Q: 3 clusters Score -155773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155774.109375 Penalty: 2249.859131
	Iteration 27Q: 3 clusters Score -155774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155774.109375 Penalty: 2249.859131
	Iteration 28F: 3 clusters Score -155774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132691.828125 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132691.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133034.140625 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -133034.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133163.187500 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133163.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133254.828125 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133254.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133339.750000 Penalty: 2261.804688
	Iteration 4F: 3 clusters Score -133339.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133400.140625 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133427.125000 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133441.453125 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133441.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133455.671875 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133455.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133466.187500 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133476.531250 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133485.921875 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133499.328125 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133499.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133514.328125 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133519.734375 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133528.906250 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133533.578125 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133537.578125 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133540.578125 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133541.421875 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -133541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133541.421875 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -133541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Entering Unmasked Estep 
Score: -618904.812500 Penalty: 1369.999023
	Iteration 0F: 2 clusters Score -618904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -615204.187500 Penalty: 2739.998047
	Iteration 0F: 3 clusters Score -615204.2 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -616219.375000 Penalty: 2739.998047
	Iteration 1F: 3 clusters Score -616219.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -616397.687500 Penalty: 2739.998047
	Iteration 2F: 3 clusters Score -616397.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -616512.750000 Penalty: 2739.998047
	Iteration 3F: 3 clusters Score -616512.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -616603.000000 Penalty: 2739.998047
	Iteration 4Q: 3 clusters Score -616603 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -616689.812500 Penalty: 2739.998047
	Iteration 5Q: 3 clusters Score -616689.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -616788.937500 Penalty: 2739.998047
	Iteration 6Q: 3 clusters Score -616788.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -616909.875000 Penalty: 2739.998047
	Iteration 7Q: 3 clusters Score -616909.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -617047.312500 Penalty: 2739.998047
	Iteration 8Q: 3 clusters Score -617047.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -617172.500000 Penalty: 2739.998047
	Iteration 9Q: 3 clusters Score -617172.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -617307.062500 Penalty: 2739.998047
	Iteration 10Q: 3 clusters Score -617307.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -617407.000000 Penalty: 2739.998047
	Iteration 11Q: 3 clusters Score -617407 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -617482.500000 Penalty: 2739.998047
	Iteration 12Q: 3 clusters Score -617482.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -617538.625000 Penalty: 2739.998047
	Iteration 13Q: 3 clusters Score -617538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -617573.437500 Penalty: 2739.998047
	Iteration 14Q: 3 clusters Score -617573.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -617598.375000 Penalty: 2739.998047
	Iteration 15Q: 3 clusters Score -617598.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -617618.375000 Penalty: 2739.998047
	Iteration 16Q: 3 clusters Score -617618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -617635.000000 Penalty: 2739.998047
	Iteration 17Q: 3 clusters Score -617635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -617650.187500 Penalty: 2739.998047
	Iteration 18Q: 3 clusters Score -617650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -617664.125000 Penalty: 2739.998047
	Iteration 19Q: 3 clusters Score -617664.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -617677.312500 Penalty: 2739.998047
	Iteration 20F: 3 clusters Score -617677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -617690.375000 Penalty: 2739.998047
	Iteration 21Q: 3 clusters Score -617690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -617698.375000 Penalty: 2739.998047
	Iteration 22Q: 3 clusters Score -617698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -617705.437500 Penalty: 2739.998047
	Iteration 23Q: 3 clusters Score -617705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -617715.062500 Penalty: 2739.998047
	Iteration 24Q: 3 clusters Score -617715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -617724.437500 Penalty: 2739.998047
	Iteration 25Q: 3 clusters Score -617724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -617730.562500 Penalty: 2739.998047
	Iteration 26Q: 3 clusters Score -617730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -617734.062500 Penalty: 2739.998047
	Iteration 27Q: 3 clusters Score -617734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -617735.000000 Penalty: 2739.998047
	Iteration 28Q: 3 clusters Score -617735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -617736.312500 Penalty: 2739.998047
	Iteration 29Q: 3 clusters Score -617736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -617738.812500 Penalty: 2739.998047
	Iteration 30Q: 3 clusters Score -617738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -617739.500000 Penalty: 2739.998047
	Iteration 31Q: 3 clusters Score -617739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -617738.562500 Penalty: 2739.998047
	Iteration 32Q: 3 clusters Score -617738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -617738.062500 Penalty: 2739.998047
	Iteration 33Q: 3 clusters Score -617738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -617738.062500 Penalty: 2739.998047
	Iteration 34F: 3 clusters Score -617738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94653.281250 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94653.28 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94842.507812 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94842.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -94894.367188 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94894.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94916.140625 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94916.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94944.257812 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -94944.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94969.578125 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -94969.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94981.632812 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -94981.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94993.328125 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -94993.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95001.789062 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95001.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95006.617188 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95006.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95008.710938 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95008.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95010.437500 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95010.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95012.648438 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -95012.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95012.953125 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -95012.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95014.289062 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -95014.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95016.875000 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -95016.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95017.804688 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -95017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95017.804688 Penalty: 2108.497314
	Iteration 17F: 3 clusters Score -95017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 177 members 
Entering Unmasked Estep 
Score: -34854.687500 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34854.69 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35097.644531 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35097.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35212.066406 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35212.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35338.281250 Penalty: 1888.620850
	Iteration 3F: 3 clusters Score -35338.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35363.886719 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35363.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35372.937500 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35372.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35377.726562 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35377.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35378.652344 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35378.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35378.652344 Penalty: 1888.620850
	Iteration 8F: 3 clusters Score -35378.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -432748.906250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -432748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -429788.875000 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -429788.9 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -430617.312500 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -430617.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -430794.343750 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -430794.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -430897.812500 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -430897.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -430968.437500 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -430968.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -431030.968750 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -431031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -431094.468750 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -431094.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -431144.218750 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -431144.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -431196.312500 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -431196.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -431248.125000 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -431248.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -431291.875000 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -431291.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -431325.937500 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -431325.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -431353.218750 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -431353.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -431378.750000 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -431378.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -431417.812500 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -431417.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -431453.468750 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -431453.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -431481.875000 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -431481.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -431511.750000 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -431511.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -431538.656250 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -431538.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -431559.187500 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -431559.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -431574.562500 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -431574.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -431587.343750 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -431587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -431597.843750 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -431597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -431604.906250 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -431604.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -431615.875000 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -431615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -431626.343750 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -431626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -431631.843750 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -431631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -431636.843750 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -431636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -431642.500000 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -431642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -431644.062500 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -431644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -431646.093750 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -431646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -431647.187500 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -431647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -431648.156250 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -431648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -431648.750000 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -431648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -431649.031250 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -431649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -431650.968750 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -431651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -431650.968750 Penalty: 2640.252686
	Iteration 36F: 3 clusters Score -431651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -195478.906250 Penalty: 1213.168945
	Iteration 0F: 2 clusters Score -195478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193579.312500 Penalty: 2426.337891
	Iteration 0F: 3 clusters Score -193579.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194236.187500 Penalty: 2426.337891
	Iteration 1F: 3 clusters Score -194236.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194469.312500 Penalty: 2426.337891
	Iteration 2F: 3 clusters Score -194469.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194617.921875 Penalty: 2426.337891
	Iteration 3F: 3 clusters Score -194617.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194744.484375 Penalty: 2426.337891
	Iteration 4F: 3 clusters Score -194744.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -194818.953125 Penalty: 2426.337891
	Iteration 5Q: 3 clusters Score -194819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194851.015625 Penalty: 2426.337891
	Iteration 6Q: 3 clusters Score -194851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194879.031250 Penalty: 2426.337891
	Iteration 7Q: 3 clusters Score -194879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194891.328125 Penalty: 2426.337891
	Iteration 8Q: 3 clusters Score -194891.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -194900.625000 Penalty: 2426.337891
	Iteration 9Q: 3 clusters Score -194900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194907.171875 Penalty: 2426.337891
	Iteration 10Q: 3 clusters Score -194907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194910.703125 Penalty: 2426.337891
	Iteration 11Q: 3 clusters Score -194910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -194911.796875 Penalty: 2426.337891
	Iteration 12Q: 3 clusters Score -194911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194912.046875 Penalty: 2426.337891
	Iteration 13Q: 3 clusters Score -194912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194912.046875 Penalty: 2426.337891
	Iteration 14F: 3 clusters Score -194912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -452975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -449988.187500 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -449988.2 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -450767.812500 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -450767.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -450938.531250 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -450938.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -451079.687500 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -451079.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -451201.218750 Penalty: 2649.089600
	Iteration 4F: 3 clusters Score -451201.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -451325.375000 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -451325.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -451457.937500 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -451457.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -451594.343750 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -451594.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -451723.125000 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -451723.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -451857.593750 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -451857.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -452011.750000 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -452011.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -452138.000000 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -452138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -452248.468750 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -452248.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -452363.625000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -452363.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -452463.812500 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -452463.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -452514.687500 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -452514.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -452540.437500 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -452540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -452551.375000 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -452551.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -452559.468750 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -452559.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452566.625000 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -452566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -452575.750000 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -452575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -452578.906250 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -452578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -452583.406250 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -452583.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -452584.406250 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -452584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -452589.000000 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -452589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -452590.187500 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -452590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -452591.750000 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -452591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -452593.250000 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -452593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -452594.093750 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -452594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -452596.156250 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -452596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -452596.312500 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -452596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -452596.593750 Penalty: 2649.089600
	Iteration 31Q: 3 clusters Score -452596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -452597.000000 Penalty: 2649.089600
	Iteration 32Q: 3 clusters Score -452597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -452597.000000 Penalty: 2649.089600
	Iteration 33F: 3 clusters Score -452597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -481604.562500 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -481604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -478401.531250 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -478401.5 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -479272.281250 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -479272.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -479446.937500 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -479446.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -479576.000000 Penalty: 2675.456543
	Iteration 3F: 3 clusters Score -479576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -479680.906250 Penalty: 2675.456543
	Iteration 4Q: 3 clusters Score -479680.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -479768.625000 Penalty: 2675.456543
	Iteration 5Q: 3 clusters Score -479768.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -479844.125000 Penalty: 2675.456543
	Iteration 6Q: 3 clusters Score -479844.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -479909.406250 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -479909.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -479962.468750 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -479962.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -480003.718750 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -480003.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -480046.593750 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -480046.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -480111.125000 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -480111.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -480181.250000 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -480181.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -480243.531250 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -480243.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -480288.343750 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -480288.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -480324.156250 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -480324.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -480359.625000 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -480359.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -480397.312500 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -480397.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -480430.343750 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -480430.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -480476.375000 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -480476.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -480529.250000 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -480529.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -480564.468750 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -480564.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -480595.343750 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -480595.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -480618.593750 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -480618.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -480643.375000 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -480643.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -480662.375000 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -480662.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -480679.500000 Penalty: 2675.456543
	Iteration 26Q: 3 clusters Score -480679.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -480698.343750 Penalty: 2675.456543
	Iteration 27Q: 3 clusters Score -480698.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -480714.375000 Penalty: 2675.456543
	Iteration 28Q: 3 clusters Score -480714.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -480726.250000 Penalty: 2675.456543
	Iteration 29Q: 3 clusters Score -480726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -480731.906250 Penalty: 2675.456543
	Iteration 30Q: 3 clusters Score -480731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -480734.125000 Penalty: 2675.456543
	Iteration 31Q: 3 clusters Score -480734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -480735.031250 Penalty: 2675.456543
	Iteration 32Q: 3 clusters Score -480735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -480735.093750 Penalty: 2675.456543
	Iteration 33Q: 3 clusters Score -480735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -480735.093750 Penalty: 2675.456543
	Iteration 34F: 3 clusters Score -480735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43520.187500 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -43520.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42620.992188 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -42620.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42831.808594 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -42831.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42940.546875 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -42940.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43009.339844 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -43009.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43073.289062 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -43073.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43111.824219 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -43111.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43123.726562 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -43123.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43144.843750 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -43144.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43163.687500 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -43163.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43167.433594 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -43167.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43167.433594 Penalty: 1945.596924
	Iteration 10F: 3 clusters Score -43167.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -604376.312500 Penalty: 1375.160400
	Iteration 0F: 2 clusters Score -604376.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -600580.750000 Penalty: 2750.320801
	Iteration 0F: 3 clusters Score -600580.8 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -601656.875000 Penalty: 2750.320801
	Iteration 1F: 3 clusters Score -601656.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -601828.125000 Penalty: 2750.320801
	Iteration 2F: 3 clusters Score -601828.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -601952.375000 Penalty: 2750.320801
	Iteration 3Q: 3 clusters Score -601952.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -602057.687500 Penalty: 2750.320801
	Iteration 4Q: 3 clusters Score -602057.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -602168.937500 Penalty: 2750.320801
	Iteration 5Q: 3 clusters Score -602168.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -602273.937500 Penalty: 2750.320801
	Iteration 6Q: 3 clusters Score -602273.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -602367.750000 Penalty: 2750.320801
	Iteration 7Q: 3 clusters Score -602367.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -602450.437500 Penalty: 2750.320801
	Iteration 8Q: 3 clusters Score -602450.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -602541.250000 Penalty: 2750.320801
	Iteration 9Q: 3 clusters Score -602541.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -602622.375000 Penalty: 2750.320801
	Iteration 10Q: 3 clusters Score -602622.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -602689.875000 Penalty: 2750.320801
	Iteration 11Q: 3 clusters Score -602689.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -602753.000000 Penalty: 2750.320801
	Iteration 12Q: 3 clusters Score -602753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -602812.812500 Penalty: 2750.320801
	Iteration 13Q: 3 clusters Score -602812.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -602864.750000 Penalty: 2750.320801
	Iteration 14Q: 3 clusters Score -602864.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -602904.312500 Penalty: 2750.320801
	Iteration 15Q: 3 clusters Score -602904.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -602940.125000 Penalty: 2750.320801
	Iteration 16Q: 3 clusters Score -602940.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -602972.812500 Penalty: 2750.320801
	Iteration 17Q: 3 clusters Score -602972.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -602993.812500 Penalty: 2750.320801
	Iteration 18Q: 3 clusters Score -602993.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -603018.187500 Penalty: 2750.320801
	Iteration 19Q: 3 clusters Score -603018.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -603036.250000 Penalty: 2750.320801
	Iteration 20F: 3 clusters Score -603036.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -603055.375000 Penalty: 2750.320801
	Iteration 21Q: 3 clusters Score -603055.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -603072.500000 Penalty: 2750.320801
	Iteration 22Q: 3 clusters Score -603072.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -603091.125000 Penalty: 2750.320801
	Iteration 23Q: 3 clusters Score -603091.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -603114.437500 Penalty: 2750.320801
	Iteration 24Q: 3 clusters Score -603114.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -603132.875000 Penalty: 2750.320801
	Iteration 25Q: 3 clusters Score -603132.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -603153.062500 Penalty: 2750.320801
	Iteration 26Q: 3 clusters Score -603153.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -603170.250000 Penalty: 2750.320801
	Iteration 27Q: 3 clusters Score -603170.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -603191.500000 Penalty: 2750.320801
	Iteration 28Q: 3 clusters Score -603191.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -603206.625000 Penalty: 2750.320801
	Iteration 29Q: 3 clusters Score -603206.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -603215.875000 Penalty: 2750.320801
	Iteration 30Q: 3 clusters Score -603215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -603223.375000 Penalty: 2750.320801
	Iteration 31Q: 3 clusters Score -603223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -603228.937500 Penalty: 2750.320801
	Iteration 32Q: 3 clusters Score -603228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -603234.812500 Penalty: 2750.320801
	Iteration 33Q: 3 clusters Score -603234.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -603242.062500 Penalty: 2750.320801
	Iteration 34Q: 3 clusters Score -603242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -603251.562500 Penalty: 2750.320801
	Iteration 35Q: 3 clusters Score -603251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -603260.750000 Penalty: 2750.320801
	Iteration 36Q: 3 clusters Score -603260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -603266.750000 Penalty: 2750.320801
	Iteration 37Q: 3 clusters Score -603266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -603267.812500 Penalty: 2750.320801
	Iteration 38Q: 3 clusters Score -603267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -603270.312500 Penalty: 2750.320801
	Iteration 39Q: 3 clusters Score -603270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -603272.687500 Penalty: 2750.320801
	Iteration 40F: 3 clusters Score -603272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -130793.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -130793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -129339.171875 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -129339.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129654.234375 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -129654.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129737.781250 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -129737.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129784.070312 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -129784.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129809.593750 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -129809.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -129834.726562 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -129834.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -129852.992188 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -129853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129866.187500 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -129866.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -129879.390625 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -129879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -129890.648438 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -129890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129897.132812 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -129897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -129904.695312 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -129904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -129909.656250 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -129909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -129916.960938 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -129917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129930.101562 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -129930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129944.187500 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -129944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129950.921875 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -129950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129956.773438 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -129956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129958.789062 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -129958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129964.875000 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -129964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129971.507812 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -129971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129979.562500 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -129979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129983.257812 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -129983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129984.398438 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -129984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129985.867188 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -129985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129987.921875 Penalty: 2249.859131
	Iteration 25Q: 3 clusters Score -129987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129988.476562 Penalty: 2249.859131
	Iteration 26Q: 3 clusters Score -129988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129992.085938 Penalty: 2249.859131
	Iteration 27Q: 3 clusters Score -129992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129993.789062 Penalty: 2249.859131
	Iteration 28Q: 3 clusters Score -129993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129999.593750 Penalty: 2249.859131
	Iteration 29Q: 3 clusters Score -129999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130009.320312 Penalty: 2249.859131
	Iteration 30Q: 3 clusters Score -130009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130016.296875 Penalty: 2249.859131
	Iteration 31Q: 3 clusters Score -130016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130024.554688 Penalty: 2249.859131
	Iteration 32Q: 3 clusters Score -130024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130039.265625 Penalty: 2249.859131
	Iteration 33Q: 3 clusters Score -130039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130046.148438 Penalty: 2249.859131
	Iteration 34Q: 3 clusters Score -130046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130051.117188 Penalty: 2249.859131
	Iteration 35Q: 3 clusters Score -130051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130055.882812 Penalty: 2249.859131
	Iteration 36Q: 3 clusters Score -130055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130065.382812 Penalty: 2249.859131
	Iteration 37Q: 3 clusters Score -130065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130083.242188 Penalty: 2249.859131
	Iteration 38Q: 3 clusters Score -130083.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130102.890625 Penalty: 2249.859131
	Iteration 39Q: 3 clusters Score -130102.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130122.140625 Penalty: 2249.859131
	Iteration 40F: 3 clusters Score -130122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130160.648438 Penalty: 2249.859131
	Iteration 41Q: 3 clusters Score -130160.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -130200.093750 Penalty: 2249.859131
	Iteration 42Q: 3 clusters Score -130200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -130234.828125 Penalty: 2249.859131
	Iteration 43Q: 3 clusters Score -130234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130270.289062 Penalty: 2249.859131
	Iteration 44Q: 3 clusters Score -130270.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130320.203125 Penalty: 2249.859131
	Iteration 45Q: 3 clusters Score -130320.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130402.250000 Penalty: 2249.859131
	Iteration 46Q: 3 clusters Score -130402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130493.062500 Penalty: 2249.859131
	Iteration 47Q: 3 clusters Score -130493.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130576.054688 Penalty: 2249.859131
	Iteration 48Q: 3 clusters Score -130576.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130616.312500 Penalty: 2249.859131
	Iteration 49Q: 3 clusters Score -130616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130631.679688 Penalty: 2249.859131
	Iteration 50Q: 3 clusters Score -130631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -130650.460938 Penalty: 2249.859131
	Iteration 51Q: 3 clusters Score -130650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130658.367188 Penalty: 2249.859131
	Iteration 52Q: 3 clusters Score -130658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130668.390625 Penalty: 2249.859131
	Iteration 53Q: 3 clusters Score -130668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130674.703125 Penalty: 2249.859131
	Iteration 54Q: 3 clusters Score -130674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130677.890625 Penalty: 2249.859131
	Iteration 55Q: 3 clusters Score -130677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130683.523438 Penalty: 2249.859131
	Iteration 56Q: 3 clusters Score -130683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130687.625000 Penalty: 2249.859131
	Iteration 57Q: 3 clusters Score -130687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130689.304688 Penalty: 2249.859131
	Iteration 58Q: 3 clusters Score -130689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -130690.601562 Penalty: 2249.859131
	Iteration 59Q: 3 clusters Score -130690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -130690.601562 Penalty: 2249.859131
	Iteration 60F: 3 clusters Score -130690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152208.781250 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152208.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152518.531250 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152518.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152647.187500 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152647.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152714.687500 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -152714.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152766.484375 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152766.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152824.031250 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152878.031250 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -152919.609375 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152919.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152966.484375 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152993.250000 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153007.187500 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -153007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -153013.718750 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -153013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -153016.437500 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -153016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -153024.046875 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -153024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153024.765625 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -153024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153026.437500 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -153026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -153029.500000 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -153029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153034.156250 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -153034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153034.437500 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -153034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153034.437500 Penalty: 2296.046875
	Iteration 19F: 3 clusters Score -153034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -1008850.937500 Penalty: 1453.192383
	Iteration 0F: 2 clusters Score -1008851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1003125.250000 Penalty: 2906.384766
	Iteration 0F: 3 clusters Score -1003125 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1004957.687500 Penalty: 2906.384766
	Iteration 1F: 3 clusters Score -1004958 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1005191.875000 Penalty: 2906.384766
	Iteration 2F: 3 clusters Score -1005192 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1005399.125000 Penalty: 2906.384766
	Iteration 3F: 3 clusters Score -1005399 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1005617.312500 Penalty: 2906.384766
	Iteration 4F: 3 clusters Score -1005617 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1005862.812500 Penalty: 2906.384766
	Iteration 5F: 3 clusters Score -1005863 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1006141.187500 Penalty: 2906.384766
	Iteration 6F: 3 clusters Score -1006141 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1006434.312500 Penalty: 2906.384766
	Iteration 7F: 3 clusters Score -1006434 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1006713.375000 Penalty: 2906.384766
	Iteration 8Q: 3 clusters Score -1006713 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1006963.562500 Penalty: 2906.384766
	Iteration 9Q: 3 clusters Score -1006964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1007161.687500 Penalty: 2906.384766
	Iteration 10Q: 3 clusters Score -1007162 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1007314.312500 Penalty: 2906.384766
	Iteration 11Q: 3 clusters Score -1007314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1007415.500000 Penalty: 2906.384766
	Iteration 12Q: 3 clusters Score -1007416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1007483.500000 Penalty: 2906.384766
	Iteration 13Q: 3 clusters Score -1007484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1007521.937500 Penalty: 2906.384766
	Iteration 14Q: 3 clusters Score -1007522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1007542.875000 Penalty: 2906.384766
	Iteration 15Q: 3 clusters Score -1007543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1007549.625000 Penalty: 2906.384766
	Iteration 16Q: 3 clusters Score -1007550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1007559.437500 Penalty: 2906.384766
	Iteration 17Q: 3 clusters Score -1007559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1007566.812500 Penalty: 2906.384766
	Iteration 18Q: 3 clusters Score -1007567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1007568.375000 Penalty: 2906.384766
	Iteration 19Q: 3 clusters Score -1007568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1007575.312500 Penalty: 2906.384766
	Iteration 20F: 3 clusters Score -1007575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1007581.750000 Penalty: 2906.384766
	Iteration 21Q: 3 clusters Score -1007582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1007584.687500 Penalty: 2906.384766
	Iteration 22Q: 3 clusters Score -1007585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1007585.250000 Penalty: 2906.384766
	Iteration 23Q: 3 clusters Score -1007585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1007585.500000 Penalty: 2906.384766
	Iteration 24Q: 3 clusters Score -1007586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1007585.500000 Penalty: 2906.384766
	Iteration 25F: 3 clusters Score -1007586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Entering Unmasked Estep 
Score: -10184267.000000 Penalty: 1823.381104
	Iteration 0F: 2 clusters Score -1.018427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10136607.000000 Penalty: 3646.762207
	Iteration 0F: 3 clusters Score -1.013661e+07 nChanged 35451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -10156713.000000 Penalty: 3646.762207
	Iteration 1F: 3 clusters Score -1.015671e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -10157637.000000 Penalty: 3646.762207
	Iteration 2Q: 3 clusters Score -1.015764e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -10159159.000000 Penalty: 3646.762207
	Iteration 3Q: 3 clusters Score -1.015916e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -10162080.000000 Penalty: 3646.762207
	Iteration 4F: 3 clusters Score -1.016208e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -10166662.000000 Penalty: 3646.762207
	Iteration 5F: 3 clusters Score -1.016666e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -10172574.000000 Penalty: 3646.762207
	Iteration 6F: 3 clusters Score -1.017257e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -10177354.000000 Penalty: 3646.762207
	Iteration 7F: 3 clusters Score -1.017735e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10180168.000000 Penalty: 3646.762207
	Iteration 8Q: 3 clusters Score -1.018017e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10181530.000000 Penalty: 3646.762207
	Iteration 9Q: 3 clusters Score -1.018153e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10182138.000000 Penalty: 3646.762207
	Iteration 10Q: 3 clusters Score -1.018214e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10182422.000000 Penalty: 3646.762207
	Iteration 11Q: 3 clusters Score -1.018242e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10182535.000000 Penalty: 3646.762207
	Iteration 12Q: 3 clusters Score -1.018254e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10182589.000000 Penalty: 3646.762207
	Iteration 13Q: 3 clusters Score -1.018259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10182639.000000 Penalty: 3646.762207
	Iteration 14Q: 3 clusters Score -1.018264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10182652.000000 Penalty: 3646.762207
	Iteration 15Q: 3 clusters Score -1.018265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10182667.000000 Penalty: 3646.762207
	Iteration 16Q: 3 clusters Score -1.018267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10182681.000000 Penalty: 3646.762207
	Iteration 17Q: 3 clusters Score -1.018268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10182700.000000 Penalty: 3646.762207
	Iteration 18Q: 3 clusters Score -1.01827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10182709.000000 Penalty: 3646.762207
	Iteration 19Q: 3 clusters Score -1.018271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10182711.000000 Penalty: 3646.762207
	Iteration 20F: 3 clusters Score -1.018271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10182713.000000 Penalty: 3646.762207
	Iteration 21Q: 3 clusters Score -1.018271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10182718.000000 Penalty: 3646.762207
	Iteration 22Q: 3 clusters Score -1.018272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10182729.000000 Penalty: 3646.762207
	Iteration 23Q: 3 clusters Score -1.018273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10182732.000000 Penalty: 3646.762207
	Iteration 24Q: 3 clusters Score -1.018273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10182738.000000 Penalty: 3646.762207
	Iteration 25Q: 3 clusters Score -1.018274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10182744.000000 Penalty: 3646.762207
	Iteration 26Q: 3 clusters Score -1.018274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10182741.000000 Penalty: 3646.762207
	Iteration 27Q: 3 clusters Score -1.018274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10182741.000000 Penalty: 3646.762207
	Iteration 28Q: 3 clusters Score -1.018274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10182742.000000 Penalty: 3646.762207
	Iteration 29Q: 3 clusters Score -1.018274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10182741.000000 Penalty: 3646.762207
	Iteration 30Q: 3 clusters Score -1.018274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10182743.000000 Penalty: 3646.762207
	Iteration 31Q: 3 clusters Score -1.018274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10182743.000000 Penalty: 3646.762207
	Iteration 32F: 3 clusters Score -1.018274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81628.507812 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81628.51 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81880.953125 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81880.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81948.414062 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81948.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82001.289062 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -82001.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82034.828125 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82034.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82092.046875 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82092.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82218.476562 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82218.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82264.023438 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82264.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82293.789062 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82293.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82310.664062 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82310.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82322.312500 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82322.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82327.898438 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82335.539062 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82335.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82342.218750 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82342.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82343.562500 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82343.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82345.476562 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82345.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82346.773438 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82346.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82346.773438 Penalty: 2110.961182
	Iteration 17F: 3 clusters Score -82346.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Entering Unmasked Estep 
Score: -4398689.000000 Penalty: 1695.271118
	Iteration 0F: 2 clusters Score -4398689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4375858.000000 Penalty: 3390.542236
	Iteration 0F: 3 clusters Score -4375858 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4385121.000000 Penalty: 3390.542236
	Iteration 1F: 3 clusters Score -4385121 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4385990.000000 Penalty: 3390.542236
	Iteration 2F: 3 clusters Score -4385990 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4387027.500000 Penalty: 3390.542236
	Iteration 3F: 3 clusters Score -4387028 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4388370.000000 Penalty: 3390.542236
	Iteration 4F: 3 clusters Score -4388370 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4389743.500000 Penalty: 3390.542236
	Iteration 5F: 3 clusters Score -4389744 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4391264.500000 Penalty: 3390.542236
	Iteration 6F: 3 clusters Score -4391264 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4392812.500000 Penalty: 3390.542236
	Iteration 7F: 3 clusters Score -4392812 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -4394160.500000 Penalty: 3390.542236
	Iteration 8F: 3 clusters Score -4394160 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4395312.500000 Penalty: 3390.542236
	Iteration 9Q: 3 clusters Score -4395312 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4396233.000000 Penalty: 3390.542236
	Iteration 10Q: 3 clusters Score -4396233 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4396825.500000 Penalty: 3390.542236
	Iteration 11Q: 3 clusters Score -4396826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4397225.000000 Penalty: 3390.542236
	Iteration 12Q: 3 clusters Score -4397225 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4397477.500000 Penalty: 3390.542236
	Iteration 13Q: 3 clusters Score -4397478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4397667.500000 Penalty: 3390.542236
	Iteration 14Q: 3 clusters Score -4397668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4397832.500000 Penalty: 3390.542236
	Iteration 15Q: 3 clusters Score -4397832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4397935.500000 Penalty: 3390.542236
	Iteration 16Q: 3 clusters Score -4397936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4398047.000000 Penalty: 3390.542236
	Iteration 17Q: 3 clusters Score -4398047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4398109.000000 Penalty: 3390.542236
	Iteration 18Q: 3 clusters Score -4398109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4398150.000000 Penalty: 3390.542236
	Iteration 19Q: 3 clusters Score -4398150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4398186.500000 Penalty: 3390.542236
	Iteration 20F: 3 clusters Score -4398186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4398210.500000 Penalty: 3390.542236
	Iteration 21Q: 3 clusters Score -4398210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4398228.500000 Penalty: 3390.542236
	Iteration 22Q: 3 clusters Score -4398228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4398231.000000 Penalty: 3390.542236
	Iteration 23Q: 3 clusters Score -4398231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4398238.000000 Penalty: 3390.542236
	Iteration 24Q: 3 clusters Score -4398238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4398241.000000 Penalty: 3390.542236
	Iteration 25Q: 3 clusters Score -4398241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4398245.500000 Penalty: 3390.542236
	Iteration 26Q: 3 clusters Score -4398246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4398248.000000 Penalty: 3390.542236
	Iteration 27Q: 3 clusters Score -4398248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4398248.000000 Penalty: 3390.542236
	Iteration 28F: 3 clusters Score -4398248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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: -58526.859375 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58526.86 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58689.613281 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58689.61 nChanged 32
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: -58769.339844 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58769.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58828.097656 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -58828.1 nChanged 13
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: -58851.222656 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58851.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58862.570312 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58862.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58872.566406 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58872.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58885.683594 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58885.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58893.503906 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58901.535156 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -58901.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -58902.832031 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -58902.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58904.070312 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -58904.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58907.335938 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -58907.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58907.335938 Penalty: 2009.177612
	Iteration 13F: 3 clusters Score -58907.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473262.000000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3455692.500000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455692 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3462287.250000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462287 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3462921.750000 Penalty: 3303.776855
	Iteration 2F: 3 clusters Score -3462922 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3463670.250000 Penalty: 3303.776855
	Iteration 3F: 3 clusters Score -3463670 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3464612.250000 Penalty: 3303.776855
	Iteration 4F: 3 clusters Score -3464612 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3465861.500000 Penalty: 3303.776855
	Iteration 5F: 3 clusters Score -3465862 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3467332.250000 Penalty: 3303.776855
	Iteration 6F: 3 clusters Score -3467332 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3468752.500000 Penalty: 3303.776855
	Iteration 7F: 3 clusters Score -3468752 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3469914.750000 Penalty: 3303.776855
	Iteration 8F: 3 clusters Score -3469915 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3470793.000000 Penalty: 3303.776855
	Iteration 9Q: 3 clusters Score -3470793 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3471355.750000 Penalty: 3303.776855
	Iteration 10Q: 3 clusters Score -3471356 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3471721.250000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3471721 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3471938.250000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3471938 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3472070.250000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3472070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3472167.250000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3472167 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3472231.500000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3472232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3472269.500000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3472302.750000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3472329.250000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3472343.000000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3472341.000000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3472360.000000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3472362.750000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3472370.750000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3472371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3472370.500000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3472370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3472375.500000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3472376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3472380.000000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3472380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3472385.250000 Penalty: 3303.776855
	Iteration 27Q: 3 clusters Score -3472385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3472393.000000 Penalty: 3303.776855
	Iteration 28Q: 3 clusters Score -3472393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3472400.500000 Penalty: 3303.776855
	Iteration 29Q: 3 clusters Score -3472400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3472401.750000 Penalty: 3303.776855
	Iteration 30Q: 3 clusters Score -3472402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3472406.000000 Penalty: 3303.776855
	Iteration 31Q: 3 clusters Score -3472406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3472406.500000 Penalty: 3303.776855
	Iteration 32Q: 3 clusters Score -3472406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3472406.750000 Penalty: 3303.776855
	Iteration 33Q: 3 clusters Score -3472407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3472410.000000 Penalty: 3303.776855
	Iteration 34Q: 3 clusters Score -3472410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3472411.250000 Penalty: 3303.776855
	Iteration 35Q: 3 clusters Score -3472411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3472424.750000 Penalty: 3303.776855
	Iteration 36Q: 3 clusters Score -3472425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3472426.750000 Penalty: 3303.776855
	Iteration 37Q: 3 clusters Score -3472427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3472433.500000 Penalty: 3303.776855
	Iteration 38Q: 3 clusters Score -3472434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3472439.250000 Penalty: 3303.776855
	Iteration 39Q: 3 clusters Score -3472439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3472441.250000 Penalty: 3303.776855
	Iteration 40F: 3 clusters Score -3472441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3472445.000000 Penalty: 3303.776855
	Iteration 41Q: 3 clusters Score -3472445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3472452.000000 Penalty: 3303.776855
	Iteration 42Q: 3 clusters Score -3472452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3472459.000000 Penalty: 3303.776855
	Iteration 43Q: 3 clusters Score -3472459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3472461.000000 Penalty: 3303.776855
	Iteration 44Q: 3 clusters Score -3472461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3472462.000000 Penalty: 3303.776855
	Iteration 45Q: 3 clusters Score -3472462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3472462.750000 Penalty: 3303.776855
	Iteration 46Q: 3 clusters Score -3472463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3472462.250000 Penalty: 3303.776855
	Iteration 47Q: 3 clusters Score -3472462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3472462.750000 Penalty: 3303.776855
	Iteration 48Q: 3 clusters Score -3472463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3472462.750000 Penalty: 3303.776855
	Iteration 49F: 3 clusters Score -3472463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159924.500000 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159924.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160146.437500 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160146.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160222.171875 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160222.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160279.625000 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160279.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -160315.734375 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160341.468750 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160341.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160355.140625 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160362.765625 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160370.296875 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160373.234375 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160374.921875 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160377.031250 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160377.437500 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160377.437500 Penalty: 2244.369873
	Iteration 13F: 3 clusters Score -160377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32102.958984 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32102.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32170.548828 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32170.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32208.072266 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32208.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32216.771484 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32216.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32218.835938 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32218.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32224.658203 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32224.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32224.658203 Penalty: 1802.182617
	Iteration 6F: 3 clusters Score -32224.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -649496.750000 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -649496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -645564.375000 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -645564.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -646839.500000 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -646839.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -647303.625000 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -647303.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -647670.375000 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -647670.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -647976.250000 Penalty: 2763.769287
	Iteration 4F: 3 clusters Score -647976.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -648243.562500 Penalty: 2763.769287
	Iteration 5F: 3 clusters Score -648243.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -648460.312500 Penalty: 2763.769287
	Iteration 6F: 3 clusters Score -648460.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -648619.625000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -648619.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -648730.500000 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -648730.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -648801.312500 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -648801.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -648838.312500 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -648838.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -648860.375000 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -648860.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -648873.312500 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -648873.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -648883.937500 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -648883.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -648892.625000 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -648892.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -648897.750000 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -648897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -648902.062500 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -648902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -648904.937500 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -648904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -648906.875000 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -648906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -648910.000000 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -648910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -648913.937500 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -648913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -648917.500000 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -648917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -648918.437500 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -648918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -648918.937500 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -648918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -648920.937500 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -648920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -648921.000000 Penalty: 2763.769287
	Iteration 25Q: 3 clusters Score -648921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -648922.312500 Penalty: 2763.769287
	Iteration 26Q: 3 clusters Score -648922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -648922.562500 Penalty: 2763.769287
	Iteration 27Q: 3 clusters Score -648922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -648922.062500 Penalty: 2763.769287
	Iteration 28Q: 3 clusters Score -648922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -648923.000000 Penalty: 2763.769287
	Iteration 29Q: 3 clusters Score -648923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -648923.062500 Penalty: 2763.769287
	Iteration 30Q: 3 clusters Score -648923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -648922.375000 Penalty: 2763.769287
	Iteration 31Q: 3 clusters Score -648922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -648922.375000 Penalty: 2763.769287
	Iteration 32F: 3 clusters Score -648922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34628.410156 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34628.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34814.621094 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34814.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34867.304688 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -34867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34893.597656 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -34893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34896.996094 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -34897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34903.042969 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -34903.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34905.527344 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -34905.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34905.921875 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -34905.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34905.921875 Penalty: 1864.385986
	Iteration 8F: 3 clusters Score -34905.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15378.319336 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15378.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15498.396484 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15523.512695 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15523.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15531.571289 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15531.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15531.571289 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -15531.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -1021682.125000 Penalty: 1461.935791
	Iteration 0F: 2 clusters Score -1021682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1015797.062500 Penalty: 2923.871582
	Iteration 0F: 3 clusters Score -1015797 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1017798.375000 Penalty: 2923.871582
	Iteration 1F: 3 clusters Score -1017798 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1018117.375000 Penalty: 2923.871582
	Iteration 2F: 3 clusters Score -1018117 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1018326.562500 Penalty: 2923.871582
	Iteration 3F: 3 clusters Score -1018327 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1018530.687500 Penalty: 2923.871582
	Iteration 4Q: 3 clusters Score -1018531 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1018749.437500 Penalty: 2923.871582
	Iteration 5Q: 3 clusters Score -1018749 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1018948.187500 Penalty: 2923.871582
	Iteration 6Q: 3 clusters Score -1018948 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1019161.062500 Penalty: 2923.871582
	Iteration 7Q: 3 clusters Score -1019161 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1019406.312500 Penalty: 2923.871582
	Iteration 8Q: 3 clusters Score -1019406 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1019653.375000 Penalty: 2923.871582
	Iteration 9Q: 3 clusters Score -1019653 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1019889.187500 Penalty: 2923.871582
	Iteration 10Q: 3 clusters Score -1019889 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1020110.375000 Penalty: 2923.871582
	Iteration 11Q: 3 clusters Score -1020110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1020280.812500 Penalty: 2923.871582
	Iteration 12Q: 3 clusters Score -1020281 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1020414.937500 Penalty: 2923.871582
	Iteration 13Q: 3 clusters Score -1020415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1020513.187500 Penalty: 2923.871582
	Iteration 14Q: 3 clusters Score -1020513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1020568.437500 Penalty: 2923.871582
	Iteration 15Q: 3 clusters Score -1020568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1020622.937500 Penalty: 2923.871582
	Iteration 16Q: 3 clusters Score -1020623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1020674.500000 Penalty: 2923.871582
	Iteration 17Q: 3 clusters Score -1020674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1020717.562500 Penalty: 2923.871582
	Iteration 18Q: 3 clusters Score -1020718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1020740.125000 Penalty: 2923.871582
	Iteration 19Q: 3 clusters Score -1020740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1020755.312500 Penalty: 2923.871582
	Iteration 20F: 3 clusters Score -1020755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1020768.500000 Penalty: 2923.871582
	Iteration 21Q: 3 clusters Score -1020768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1020776.250000 Penalty: 2923.871582
	Iteration 22Q: 3 clusters Score -1020776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1020782.812500 Penalty: 2923.871582
	Iteration 23Q: 3 clusters Score -1020783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1020788.437500 Penalty: 2923.871582
	Iteration 24Q: 3 clusters Score -1020788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1020792.187500 Penalty: 2923.871582
	Iteration 25Q: 3 clusters Score -1020792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1020795.625000 Penalty: 2923.871582
	Iteration 26Q: 3 clusters Score -1020796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1020797.875000 Penalty: 2923.871582
	Iteration 27Q: 3 clusters Score -1020798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1020800.812500 Penalty: 2923.871582
	Iteration 28Q: 3 clusters Score -1020801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1020802.937500 Penalty: 2923.871582
	Iteration 29Q: 3 clusters Score -1020803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1020802.312500 Penalty: 2923.871582
	Iteration 30Q: 3 clusters Score -1020802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1020801.500000 Penalty: 2923.871582
	Iteration 31Q: 3 clusters Score -1020802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1020801.187500 Penalty: 2923.871582
	Iteration 32Q: 3 clusters Score -1020801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1020802.125000 Penalty: 2923.871582
	Iteration 33Q: 3 clusters Score -1020802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1020801.750000 Penalty: 2923.871582
	Iteration 34Q: 3 clusters Score -1020802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1020802.937500 Penalty: 2923.871582
	Iteration 35Q: 3 clusters Score -1020803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1020802.937500 Penalty: 2923.871582
	Iteration 36F: 3 clusters Score -1020803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -486750.781250 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -486750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -483398.343750 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -483398.3 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -484469.125000 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -484469.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -484777.906250 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -484777.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -484998.812500 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -484998.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -485213.187500 Penalty: 2698.236572
	Iteration 4F: 3 clusters Score -485213.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -485439.875000 Penalty: 2698.236572
	Iteration 5F: 3 clusters Score -485439.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -485615.750000 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -485615.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -485787.687500 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -485787.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -485914.937500 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -485914.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -486049.000000 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -486049 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -486187.531250 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -486187.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -486283.437500 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -486283.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -486367.031250 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -486367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -486440.093750 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -486440.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -486494.687500 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -486494.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -486549.843750 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -486549.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -486619.125000 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -486619.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -486709.718750 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -486709.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -486812.125000 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -486812.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -486907.062500 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -486907.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -486982.312500 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -486982.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -487009.312500 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -487009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -487019.968750 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -487020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -487026.406250 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -487026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -487029.531250 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -487029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -487030.531250 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -487030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -487030.531250 Penalty: 2698.236572
	Iteration 26F: 3 clusters Score -487030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 988 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 22608 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 3045 members 
Entering Unmasked Estep 
Score: -68995384.000000 Penalty: 154229.640625
Splitting cluster 38 changes total score from -68995888.000000 to -68995384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 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 101 members 
Entering Unmasked Estep 
Score: -21470.123047 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21470.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21531.880859 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21531.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21559.658203 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21559.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21575.111328 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21575.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21598.167969 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21598.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21608.757812 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21608.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21620.732422 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21620.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21622.802734 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -21622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21622.802734 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -21622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -623218.500000 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -623218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -619320.500000 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -619320.5 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -620426.562500 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -620426.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -620637.187500 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -620637.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -620822.937500 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -620822.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -621031.875000 Penalty: 2760.658691
	Iteration 4F: 3 clusters Score -621031.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -621228.562500 Penalty: 2760.658691
	Iteration 5F: 3 clusters Score -621228.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -621408.812500 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -621408.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -621603.562500 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -621603.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -621738.062500 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -621738.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -621828.875000 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -621828.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -621897.562500 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -621897.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -621948.000000 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -621948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -621975.250000 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -621975.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -622000.625000 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -622000.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -622018.437500 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -622018.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -622030.437500 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -622030.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -622040.187500 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -622040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -622051.812500 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -622051.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -622066.312500 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -622066.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -622070.687500 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -622070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -622076.937500 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -622076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -622082.250000 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -622082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -622087.500000 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -622087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -622090.687500 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -622090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -622093.937500 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -622093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -622095.687500 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -622095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -622098.750000 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -622098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -622100.875000 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -622100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -622102.687500 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -622102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -622103.375000 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -622103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -622105.875000 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -622105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -622108.437500 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -622108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -622108.687500 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -622108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -622109.375000 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -622109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -622111.000000 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -622111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -622110.562500 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -622110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -622111.562500 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -622111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -622111.750000 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -622111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -622111.750000 Penalty: 2760.658691
	Iteration 38F: 3 clusters Score -622111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244645.562500 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244645.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245160.875000 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245160.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -245345.796875 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245345.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245480.140625 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245480.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245570.296875 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245570.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245658.843750 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245658.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -245719.390625 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245719.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -245756.078125 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245756.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -245779.875000 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245779.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245798.750000 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245798.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -245810.296875 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245810.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -245818.718750 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245818.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -245823.687500 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245824.625000 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245825.250000 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245825.250000 Penalty: 2453.964844
	Iteration 15F: 3 clusters Score -245825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 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 188 members 
Entering Unmasked Estep 
Score: -18119.589844 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18119.59 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18285.304688 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18285.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18348.941406 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18348.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18393.619141 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -18393.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18441.324219 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18441.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18462.824219 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18462.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18476.992188 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18476.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18477.451172 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18477.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18477.777344 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18477.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18478.894531 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18478.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18481.652344 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -18481.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18496.701172 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -18496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18508.478516 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -18508.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18513.228516 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -18513.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18514.468750 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -18514.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18514.468750 Penalty: 1924.512939
	Iteration 15F: 3 clusters Score -18514.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -193853.531250 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -193853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -192081.156250 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -192081.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192415.234375 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -192415.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -192499.562500 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -192499.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192537.968750 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -192538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -192567.656250 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -192567.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -192590.500000 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -192590.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192605.468750 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -192605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -192619.984375 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -192620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192629.375000 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -192629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192632.843750 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -192632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -192635.968750 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -192636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -192637.000000 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -192637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192639.546875 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -192639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192641.078125 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -192641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192644.640625 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -192644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192648.796875 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -192648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192651.296875 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -192651.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192654.062500 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -192654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192655.843750 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -192655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192657.437500 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -192657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192658.218750 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -192658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192658.265625 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -192658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192658.937500 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -192658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192658.937500 Penalty: 2371.334473
	Iteration 23F: 3 clusters Score -192658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (74509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Entering Unmasked Estep 
Score: -10165499.000000 Penalty: 1823.034790
	Iteration 0F: 2 clusters Score -1.01655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -10120033.000000 Penalty: 3646.069580
	Iteration 0F: 3 clusters Score -1.012003e+07 nChanged 35382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -10140639.000000 Penalty: 3646.069580
	Iteration 1F: 3 clusters Score -1.014064e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -10141450.000000 Penalty: 3646.069580
	Iteration 2Q: 3 clusters Score -1.014145e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -10142802.000000 Penalty: 3646.069580
	Iteration 3Q: 3 clusters Score -1.01428e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -10144780.000000 Penalty: 3646.069580
	Iteration 4F: 3 clusters Score -1.014478e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -10147875.000000 Penalty: 3646.069580
	Iteration 5F: 3 clusters Score -1.014788e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10152795.000000 Penalty: 3646.069580
	Iteration 6F: 3 clusters Score -1.01528e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -10158835.000000 Penalty: 3646.069580
	Iteration 7F: 3 clusters Score -1.015884e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -10162944.000000 Penalty: 3646.069580
	Iteration 8F: 3 clusters Score -1.016294e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -10164354.000000 Penalty: 3646.069580
	Iteration 9Q: 3 clusters Score -1.016435e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -10164855.000000 Penalty: 3646.069580
	Iteration 10Q: 3 clusters Score -1.016486e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -10165108.000000 Penalty: 3646.069580
	Iteration 11Q: 3 clusters Score -1.016511e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -10165272.000000 Penalty: 3646.069580
	Iteration 12Q: 3 clusters Score -1.016527e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -10165335.000000 Penalty: 3646.069580
	Iteration 13Q: 3 clusters Score -1.016534e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -10165381.000000 Penalty: 3646.069580
	Iteration 14Q: 3 clusters Score -1.016538e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -10165410.000000 Penalty: 3646.069580
	Iteration 15Q: 3 clusters Score -1.016541e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -10165376.000000 Penalty: 3646.069580
	Iteration 16Q: 3 clusters Score -1.016538e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -10165360.000000 Penalty: 3646.069580
	Iteration 17Q: 3 clusters Score -1.016536e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -10165348.000000 Penalty: 3646.069580
	Iteration 18Q: 3 clusters Score -1.016535e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -10165353.000000 Penalty: 3646.069580
	Iteration 19Q: 3 clusters Score -1.016535e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -10165362.000000 Penalty: 3646.069580
	Iteration 20F: 3 clusters Score -1.016536e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -10165352.000000 Penalty: 3646.069580
	Iteration 21Q: 3 clusters Score -1.016535e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -10165363.000000 Penalty: 3646.069580
	Iteration 22Q: 3 clusters Score -1.016536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10165352.000000 Penalty: 3646.069580
	Iteration 23Q: 3 clusters Score -1.016535e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -10165346.000000 Penalty: 3646.069580
	Iteration 24Q: 3 clusters Score -1.016535e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -10165348.000000 Penalty: 3646.069580
	Iteration 25Q: 3 clusters Score -1.016535e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -10165336.000000 Penalty: 3646.069580
	Iteration 26Q: 3 clusters Score -1.016534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -10165341.000000 Penalty: 3646.069580
	Iteration 27Q: 3 clusters Score -1.016534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -10165342.000000 Penalty: 3646.069580
	Iteration 28Q: 3 clusters Score -1.016534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -10165355.000000 Penalty: 3646.069580
	Iteration 29Q: 3 clusters Score -1.016536e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -10165344.000000 Penalty: 3646.069580
	Iteration 30Q: 3 clusters Score -1.016534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -10165355.000000 Penalty: 3646.069580
	Iteration 31Q: 3 clusters Score -1.016536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -10165340.000000 Penalty: 3646.069580
	Iteration 32Q: 3 clusters Score -1.016534e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10165346.000000 Penalty: 3646.069580
	Iteration 33Q: 3 clusters Score -1.016535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -10165348.000000 Penalty: 3646.069580
	Iteration 34Q: 3 clusters Score -1.016535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -10165350.000000 Penalty: 3646.069580
	Iteration 35Q: 3 clusters Score -1.016535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -10165347.000000 Penalty: 3646.069580
	Iteration 36Q: 3 clusters Score -1.016535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -10165373.000000 Penalty: 3646.069580
	Iteration 37Q: 3 clusters Score -1.016537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -10165378.000000 Penalty: 3646.069580
	Iteration 38Q: 3 clusters Score -1.016538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -10165344.000000 Penalty: 3646.069580
	Iteration 39Q: 3 clusters Score -1.016534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -10165356.000000 Penalty: 3646.069580
	Iteration 40F: 3 clusters Score -1.016536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -10165364.000000 Penalty: 3646.069580
	Iteration 41Q: 3 clusters Score -1.016536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -10165348.000000 Penalty: 3646.069580
	Iteration 42Q: 3 clusters Score -1.016535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -10165347.000000 Penalty: 3646.069580
	Iteration 43Q: 3 clusters Score -1.016535e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -10165345.000000 Penalty: 3646.069580
	Iteration 44Q: 3 clusters Score -1.016534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -10165346.000000 Penalty: 3646.069580
	Iteration 45Q: 3 clusters Score -1.016535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -10165347.000000 Penalty: 3646.069580
	Iteration 46Q: 3 clusters Score -1.016535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -10165345.000000 Penalty: 3646.069580
	Iteration 47Q: 3 clusters Score -1.016534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -10165326.000000 Penalty: 3646.069580
	Iteration 48Q: 3 clusters Score -1.016533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -10165346.000000 Penalty: 3646.069580
	Iteration 49Q: 3 clusters Score -1.016535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -10165342.000000 Penalty: 3646.069580
	Iteration 50Q: 3 clusters Score -1.016534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -10165350.000000 Penalty: 3646.069580
	Iteration 51Q: 3 clusters Score -1.016535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -10165364.000000 Penalty: 3646.069580
	Iteration 52Q: 3 clusters Score -1.016536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -10165374.000000 Penalty: 3646.069580
	Iteration 53Q: 3 clusters Score -1.016537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -10165372.000000 Penalty: 3646.069580
	Iteration 54Q: 3 clusters Score -1.016537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -10165372.000000 Penalty: 3646.069580
	Iteration 55Q: 3 clusters Score -1.016537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -10165370.000000 Penalty: 3646.069580
	Iteration 56Q: 3 clusters Score -1.016537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -10165358.000000 Penalty: 3646.069580
	Iteration 57Q: 3 clusters Score -1.016536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -10165340.000000 Penalty: 3646.069580
	Iteration 58Q: 3 clusters Score -1.016534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10165339.000000 Penalty: 3646.069580
	Iteration 59Q: 3 clusters Score -1.016534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -10165335.000000 Penalty: 3646.069580
	Iteration 60F: 3 clusters Score -1.016534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -10165339.000000 Penalty: 3646.069580
	Iteration 61Q: 3 clusters Score -1.016534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -10165334.000000 Penalty: 3646.069580
	Iteration 62Q: 3 clusters Score -1.016533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -10165346.000000 Penalty: 3646.069580
	Iteration 63Q: 3 clusters Score -1.016535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -10165342.000000 Penalty: 3646.069580
	Iteration 64Q: 3 clusters Score -1.016534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -10165332.000000 Penalty: 3646.069580
	Iteration 65Q: 3 clusters Score -1.016533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -10165333.000000 Penalty: 3646.069580
	Iteration 66Q: 3 clusters Score -1.016533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -10165332.000000 Penalty: 3646.069580
	Iteration 67Q: 3 clusters Score -1.016533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -10165323.000000 Penalty: 3646.069580
	Iteration 68Q: 3 clusters Score -1.016532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -10165324.000000 Penalty: 3646.069580
	Iteration 69Q: 3 clusters Score -1.016532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -10165326.000000 Penalty: 3646.069580
	Iteration 70Q: 3 clusters Score -1.016533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -10165331.000000 Penalty: 3646.069580
	Iteration 71Q: 3 clusters Score -1.016533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -10165328.000000 Penalty: 3646.069580
	Iteration 72Q: 3 clusters Score -1.016533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -10165321.000000 Penalty: 3646.069580
	Iteration 73Q: 3 clusters Score -1.016532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -10165328.000000 Penalty: 3646.069580
	Iteration 74Q: 3 clusters Score -1.016533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -10165322.000000 Penalty: 3646.069580
	Iteration 75Q: 3 clusters Score -1.016532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -10165324.000000 Penalty: 3646.069580
	Iteration 76Q: 3 clusters Score -1.016532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -10165324.000000 Penalty: 3646.069580
	Iteration 77Q: 3 clusters Score -1.016532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -10165320.000000 Penalty: 3646.069580
	Iteration 78Q: 3 clusters Score -1.016532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -10165322.000000 Penalty: 3646.069580
	Iteration 79Q: 3 clusters Score -1.016532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -10165322.000000 Penalty: 3646.069580
	Iteration 80F: 3 clusters Score -1.016532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -188945.750000 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -188945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187196.593750 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -187196.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187560.890625 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -187560.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187669.703125 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -187669.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187735.468750 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -187735.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187786.062500 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -187786.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187817.015625 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -187817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187849.031250 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -187849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187909.484375 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -187909.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187970.296875 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -187970.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188023.296875 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -188023.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -188068.609375 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -188068.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188120.515625 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -188120.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188167.109375 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -188167.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188207.156250 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -188207.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188247.781250 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -188247.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188329.421875 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -188329.4 nChanged 47
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: -188427.375000 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -188427.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188527.375000 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -188527.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188590.968750 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -188591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188650.796875 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -188650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188693.171875 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -188693.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188738.234375 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -188738.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188757.843750 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -188757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188765.171875 Penalty: 2372.214355
	Iteration 23Q: 3 clusters Score -188765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188772.875000 Penalty: 2372.214355
	Iteration 24Q: 3 clusters Score -188772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188783.218750 Penalty: 2372.214355
	Iteration 25Q: 3 clusters Score -188783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188787.484375 Penalty: 2372.214355
	Iteration 26Q: 3 clusters Score -188787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188792.703125 Penalty: 2372.214355
	Iteration 27Q: 3 clusters Score -188792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188794.187500 Penalty: 2372.214355
	Iteration 28Q: 3 clusters Score -188794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188794.187500 Penalty: 2372.214355
	Iteration 29F: 3 clusters Score -188794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Entering Unmasked Estep 
Score: -2934470.000000 Penalty: 1629.234619
	Iteration 0F: 2 clusters Score -2934470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2919080.750000 Penalty: 3258.469238
	Iteration 0F: 3 clusters Score -2919081 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2925489.500000 Penalty: 3258.469238
	Iteration 1F: 3 clusters Score -2925490 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2926539.500000 Penalty: 3258.469238
	Iteration 2F: 3 clusters Score -2926540 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2927731.250000 Penalty: 3258.469238
	Iteration 3F: 3 clusters Score -2927731 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2929142.500000 Penalty: 3258.469238
	Iteration 4F: 3 clusters Score -2929142 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2930638.000000 Penalty: 3258.469238
	Iteration 5F: 3 clusters Score -2930638 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2932044.750000 Penalty: 3258.469238
	Iteration 6F: 3 clusters Score -2932045 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2933103.250000 Penalty: 3258.469238
	Iteration 7F: 3 clusters Score -2933103 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2933659.250000 Penalty: 3258.469238
	Iteration 8Q: 3 clusters Score -2933659 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2933908.000000 Penalty: 3258.469238
	Iteration 9Q: 3 clusters Score -2933908 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2934020.750000 Penalty: 3258.469238
	Iteration 10Q: 3 clusters Score -2934021 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2934103.000000 Penalty: 3258.469238
	Iteration 11Q: 3 clusters Score -2934103 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2934128.250000 Penalty: 3258.469238
	Iteration 12Q: 3 clusters Score -2934128 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2934179.250000 Penalty: 3258.469238
	Iteration 13Q: 3 clusters Score -2934179 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2934206.500000 Penalty: 3258.469238
	Iteration 14Q: 3 clusters Score -2934206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2934230.000000 Penalty: 3258.469238
	Iteration 15Q: 3 clusters Score -2934230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2934256.250000 Penalty: 3258.469238
	Iteration 16Q: 3 clusters Score -2934256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2934299.750000 Penalty: 3258.469238
	Iteration 17Q: 3 clusters Score -2934300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2934344.000000 Penalty: 3258.469238
	Iteration 18Q: 3 clusters Score -2934344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2934390.750000 Penalty: 3258.469238
	Iteration 19Q: 3 clusters Score -2934391 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2934433.250000 Penalty: 3258.469238
	Iteration 20F: 3 clusters Score -2934433 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2934497.250000 Penalty: 3258.469238
	Iteration 21Q: 3 clusters Score -2934497 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2934554.250000 Penalty: 3258.469238
	Iteration 22Q: 3 clusters Score -2934554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2934628.000000 Penalty: 3258.469238
	Iteration 23Q: 3 clusters Score -2934628 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2934695.500000 Penalty: 3258.469238
	Iteration 24Q: 3 clusters Score -2934696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2934756.750000 Penalty: 3258.469238
	Iteration 25Q: 3 clusters Score -2934757 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2934829.500000 Penalty: 3258.469238
	Iteration 26Q: 3 clusters Score -2934830 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2934888.500000 Penalty: 3258.469238
	Iteration 27Q: 3 clusters Score -2934888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2934953.500000 Penalty: 3258.469238
	Iteration 28Q: 3 clusters Score -2934954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2935025.250000 Penalty: 3258.469238
	Iteration 29Q: 3 clusters Score -2935025 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2935083.250000 Penalty: 3258.469238
	Iteration 30Q: 3 clusters Score -2935083 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2935134.500000 Penalty: 3258.469238
	Iteration 31Q: 3 clusters Score -2935134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2935172.000000 Penalty: 3258.469238
	Iteration 32Q: 3 clusters Score -2935172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2935190.500000 Penalty: 3258.469238
	Iteration 33Q: 3 clusters Score -2935190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2935204.750000 Penalty: 3258.469238
	Iteration 34Q: 3 clusters Score -2935205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2935212.250000 Penalty: 3258.469238
	Iteration 35Q: 3 clusters Score -2935212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2935217.250000 Penalty: 3258.469238
	Iteration 36Q: 3 clusters Score -2935217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2935222.750000 Penalty: 3258.469238
	Iteration 37Q: 3 clusters Score -2935223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2935224.750000 Penalty: 3258.469238
	Iteration 38Q: 3 clusters Score -2935225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2935218.000000 Penalty: 3258.469238
	Iteration 39Q: 3 clusters Score -2935218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2935224.750000 Penalty: 3258.469238
	Iteration 40F: 3 clusters Score -2935225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2935231.250000 Penalty: 3258.469238
	Iteration 41Q: 3 clusters Score -2935231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2935244.000000 Penalty: 3258.469238
	Iteration 42Q: 3 clusters Score -2935244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2935237.500000 Penalty: 3258.469238
	Iteration 43Q: 3 clusters Score -2935238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2935230.250000 Penalty: 3258.469238
	Iteration 44Q: 3 clusters Score -2935230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2935233.250000 Penalty: 3258.469238
	Iteration 45Q: 3 clusters Score -2935233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2935236.000000 Penalty: 3258.469238
	Iteration 46Q: 3 clusters Score -2935236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2935240.250000 Penalty: 3258.469238
	Iteration 47Q: 3 clusters Score -2935240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2935239.250000 Penalty: 3258.469238
	Iteration 48Q: 3 clusters Score -2935239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2935233.000000 Penalty: 3258.469238
	Iteration 49Q: 3 clusters Score -2935233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2935235.500000 Penalty: 3258.469238
	Iteration 50Q: 3 clusters Score -2935236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2935241.250000 Penalty: 3258.469238
	Iteration 51Q: 3 clusters Score -2935241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2935238.500000 Penalty: 3258.469238
	Iteration 52Q: 3 clusters Score -2935238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2935243.000000 Penalty: 3258.469238
	Iteration 53Q: 3 clusters Score -2935243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2935243.000000 Penalty: 3258.469238
	Iteration 54Q: 3 clusters Score -2935243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2935249.250000 Penalty: 3258.469238
	Iteration 55Q: 3 clusters Score -2935249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2935245.250000 Penalty: 3258.469238
	Iteration 56Q: 3 clusters Score -2935245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2935245.250000 Penalty: 3258.469238
	Iteration 57Q: 3 clusters Score -2935245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2935245.250000 Penalty: 3258.469238
	Iteration 58F: 3 clusters Score -2935245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13727 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 8881 members 
Entering Unmasked Estep 
Score: -68996240.000000 Penalty: 154229.640625
Splitting cluster 46 changes total score from -68995888.000000 to -68996240.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 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 282 members 
Entering Unmasked Estep 
Score: -47814.433594 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47814.43 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48057.703125 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48057.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48207.644531 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48207.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48321.484375 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48321.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48410.636719 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -48410.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48554.679688 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48554.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48651.328125 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48651.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48772.597656 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48904.285156 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48904.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48998.765625 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48998.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49060.414062 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -49060.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49142.308594 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -49142.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49167.417969 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -49167.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49174.996094 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -49175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49179.796875 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -49179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49180.125000 Penalty: 2039.909058
	Iteration 15F: 3 clusters Score -49180.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49185.527344 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -49185.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49185.527344 Penalty: 2039.909058
	Iteration 17F: 3 clusters Score -49185.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13727 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 8881 members 
Mstep: Class 73 contains 290 members 
Entering Unmasked Estep 
Score: -68995504.000000 Penalty: 156371.718750
Splitting cluster 47 changes total score from -68995888.000000 to -68995504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -414412.812500 Penalty: 1310.401245
	Iteration 0F: 2 clusters Score -414412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -411570.531250 Penalty: 2620.802490
	Iteration 0F: 3 clusters Score -411570.5 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -412370.093750 Penalty: 2620.802490
	Iteration 1F: 3 clusters Score -412370.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -412601.031250 Penalty: 2620.802490
	Iteration 2F: 3 clusters Score -412601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -412799.000000 Penalty: 2620.802490
	Iteration 3F: 3 clusters Score -412799 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -412970.125000 Penalty: 2620.802490
	Iteration 4F: 3 clusters Score -412970.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -413089.312500 Penalty: 2620.802490
	Iteration 5Q: 3 clusters Score -413089.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -413207.281250 Penalty: 2620.802490
	Iteration 6Q: 3 clusters Score -413207.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -413316.781250 Penalty: 2620.802490
	Iteration 7Q: 3 clusters Score -413316.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -413380.468750 Penalty: 2620.802490
	Iteration 8Q: 3 clusters Score -413380.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -413426.000000 Penalty: 2620.802490
	Iteration 9Q: 3 clusters Score -413426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -413457.500000 Penalty: 2620.802490
	Iteration 10Q: 3 clusters Score -413457.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -413477.125000 Penalty: 2620.802490
	Iteration 11Q: 3 clusters Score -413477.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -413507.781250 Penalty: 2620.802490
	Iteration 12Q: 3 clusters Score -413507.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -413543.968750 Penalty: 2620.802490
	Iteration 13Q: 3 clusters Score -413544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -413590.375000 Penalty: 2620.802490
	Iteration 14Q: 3 clusters Score -413590.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413643.187500 Penalty: 2620.802490
	Iteration 15Q: 3 clusters Score -413643.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413682.406250 Penalty: 2620.802490
	Iteration 16Q: 3 clusters Score -413682.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -413710.687500 Penalty: 2620.802490
	Iteration 17Q: 3 clusters Score -413710.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -413729.687500 Penalty: 2620.802490
	Iteration 18Q: 3 clusters Score -413729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -413744.687500 Penalty: 2620.802490
	Iteration 19Q: 3 clusters Score -413744.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413754.312500 Penalty: 2620.802490
	Iteration 20F: 3 clusters Score -413754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -413759.281250 Penalty: 2620.802490
	Iteration 21Q: 3 clusters Score -413759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413762.656250 Penalty: 2620.802490
	Iteration 22Q: 3 clusters Score -413762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -413762.718750 Penalty: 2620.802490
	Iteration 23Q: 3 clusters Score -413762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413764.000000 Penalty: 2620.802490
	Iteration 24Q: 3 clusters Score -413764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -413764.531250 Penalty: 2620.802490
	Iteration 25Q: 3 clusters Score -413764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413765.250000 Penalty: 2620.802490
	Iteration 26Q: 3 clusters Score -413765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -413766.562500 Penalty: 2620.802490
	Iteration 27Q: 3 clusters Score -413766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -413768.375000 Penalty: 2620.802490
	Iteration 28Q: 3 clusters Score -413768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -413770.437500 Penalty: 2620.802490
	Iteration 29Q: 3 clusters Score -413770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413771.781250 Penalty: 2620.802490
	Iteration 30Q: 3 clusters Score -413771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -413772.468750 Penalty: 2620.802490
	Iteration 31Q: 3 clusters Score -413772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413772.093750 Penalty: 2620.802490
	Iteration 32Q: 3 clusters Score -413772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413772.093750 Penalty: 2620.802490
	Iteration 33F: 3 clusters Score -413772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 244 members 
Entering Unmasked Estep 
Score: -62482.972656 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62482.97 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62724.675781 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62724.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62772.949219 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62772.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62794.429688 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62794.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62801.527344 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62801.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62801.527344 Penalty: 1998.945923
	Iteration 5F: 3 clusters Score -62801.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -337450.968750 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -337451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -334979.437500 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -334979.4 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -335556.562500 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -335556.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -335714.000000 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -335714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -335839.031250 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -335839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335933.343750 Penalty: 2552.169189
	Iteration 4F: 3 clusters Score -335933.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -336011.656250 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -336011.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -336081.281250 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -336081.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -336135.437500 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -336135.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -336180.500000 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -336180.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -336219.031250 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -336219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -336247.187500 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -336247.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -336273.750000 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -336273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -336291.062500 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -336291.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -336304.656250 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -336304.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -336316.156250 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -336316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -336324.812500 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -336324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -336336.218750 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -336336.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -336345.218750 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -336345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -336350.187500 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -336350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -336353.625000 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -336353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -336361.812500 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -336361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -336366.687500 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -336366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -336370.218750 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -336370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -336372.656250 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -336372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -336375.718750 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -336375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -336380.000000 Penalty: 2552.169189
	Iteration 25Q: 3 clusters Score -336380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -336384.843750 Penalty: 2552.169189
	Iteration 26Q: 3 clusters Score -336384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -336387.875000 Penalty: 2552.169189
	Iteration 27Q: 3 clusters Score -336387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -336390.406250 Penalty: 2552.169189
	Iteration 28Q: 3 clusters Score -336390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -336395.187500 Penalty: 2552.169189
	Iteration 29Q: 3 clusters Score -336395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -336399.343750 Penalty: 2552.169189
	Iteration 30Q: 3 clusters Score -336399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -336401.812500 Penalty: 2552.169189
	Iteration 31Q: 3 clusters Score -336401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -336403.093750 Penalty: 2552.169189
	Iteration 32Q: 3 clusters Score -336403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -336404.875000 Penalty: 2552.169189
	Iteration 33Q: 3 clusters Score -336404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -336405.500000 Penalty: 2552.169189
	Iteration 34Q: 3 clusters Score -336405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -336405.500000 Penalty: 2552.169189
	Iteration 35F: 3 clusters Score -336405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -152842.484375 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -152842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151247.546875 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -151247.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151769.796875 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -151769.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151966.609375 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -151966.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152156.812500 Penalty: 2334.758057
	Iteration 3F: 3 clusters Score -152156.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152303.484375 Penalty: 2334.758057
	Iteration 4F: 3 clusters Score -152303.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152363.390625 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -152363.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152410.703125 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -152410.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152449.718750 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -152449.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152477.562500 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -152477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152497.062500 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -152497.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152508.078125 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -152508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152523.125000 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -152523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152538.203125 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -152538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152547.531250 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -152547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152558.281250 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -152558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152576.125000 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -152576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152586.828125 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -152586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152593.609375 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -152593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152600.656250 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -152600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152606.984375 Penalty: 2334.758057
	Iteration 19Q: 3 clusters Score -152607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152611.843750 Penalty: 2334.758057
	Iteration 20F: 3 clusters Score -152611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152613.703125 Penalty: 2334.758057
	Iteration 21Q: 3 clusters Score -152613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152613.703125 Penalty: 2334.758057
	Iteration 22F: 3 clusters Score -152613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 273 members 
Entering Unmasked Estep 
Score: -68906.695312 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68906.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69072.804688 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69072.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69162.703125 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69162.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69225.601562 Penalty: 2057.159424
	Iteration 3F: 3 clusters Score -69225.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69294.382812 Penalty: 2057.159424
	Iteration 4F: 3 clusters Score -69294.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69330.500000 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69349.070312 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69349.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69360.507812 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69360.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69364.257812 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69364.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69368.320312 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69368.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69369.132812 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69369.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69374.414062 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69374.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69384.585938 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69384.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69398.906250 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -69398.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69408.359375 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -69408.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69423.015625 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -69423.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69428.390625 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -69428.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69431.390625 Penalty: 2057.159424
	Iteration 17Q: 3 clusters Score -69431.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69435.765625 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -69435.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69438.789062 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -69438.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69439.632812 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -69439.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69440.914062 Penalty: 2057.159424
	Iteration 21Q: 3 clusters Score -69440.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69440.914062 Penalty: 2057.159424
	Iteration 22F: 3 clusters Score -69440.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372296.031250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372296 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 1467 members 
Entering Unmasked Estep 
Score: -369635.031250 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369635 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370284.531250 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370284.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -370417.625000 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370417.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370504.750000 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370504.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370561.187500 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -370561.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -370602.875000 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370602.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -370626.375000 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370626.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -370641.093750 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370641.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370649.750000 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370649.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -370660.062500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370660.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -370670.875000 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -370670.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -370678.406250 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -370678.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -370685.000000 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -370685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -370693.000000 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -370693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -370704.156250 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -370704.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -370712.937500 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -370712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370720.281250 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -370720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -370729.781250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -370729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -370738.312500 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -370738.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -370744.812500 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -370744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -370749.375000 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -370749.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -370759.125000 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -370759.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -370770.687500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -370770.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -370780.937500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -370780.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -370790.312500 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -370790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -370795.562500 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -370795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -370802.156250 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -370802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -370808.875000 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -370808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -370815.625000 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -370815.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -370820.781250 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -370820.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370830.593750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -370830.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -370842.218750 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -370842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -370855.062500 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -370855.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -370870.187500 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -370870.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -370891.906250 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -370891.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -370914.906250 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -370914.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -370932.750000 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -370932.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -370951.437500 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -370951.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -370973.093750 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -370973.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -371000.625000 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -371000.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -371025.718750 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -371025.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -371045.906250 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -371045.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -371062.031250 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -371062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -371079.062500 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -371079.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -371094.812500 Penalty: 2592.281982
	Iteration 44Q: 3 clusters Score -371094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -371102.531250 Penalty: 2592.281982
	Iteration 45Q: 3 clusters Score -371102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371106.000000 Penalty: 2592.281982
	Iteration 46Q: 3 clusters Score -371106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -371109.406250 Penalty: 2592.281982
	Iteration 47Q: 3 clusters Score -371109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -371115.093750 Penalty: 2592.281982
	Iteration 48Q: 3 clusters Score -371115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -371123.437500 Penalty: 2592.281982
	Iteration 49Q: 3 clusters Score -371123.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -371129.281250 Penalty: 2592.281982
	Iteration 50Q: 3 clusters Score -371129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -371132.531250 Penalty: 2592.281982
	Iteration 51Q: 3 clusters Score -371132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -371133.187500 Penalty: 2592.281982
	Iteration 52Q: 3 clusters Score -371133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -371133.000000 Penalty: 2592.281982
	Iteration 53Q: 3 clusters Score -371133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -371133.875000 Penalty: 2592.281982
	Iteration 54Q: 3 clusters Score -371133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -371133.875000 Penalty: 2592.281982
	Iteration 55F: 3 clusters Score -371133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -186148.906250 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -186148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184473.453125 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -184473.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -184771.875000 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -184771.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -184877.781250 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -184877.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184944.421875 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -184944.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184990.546875 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -184990.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185026.546875 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -185026.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185047.781250 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -185047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185061.093750 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -185061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -185068.703125 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -185068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185074.187500 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -185074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185083.406250 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -185083.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185092.937500 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -185092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185098.921875 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -185098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185102.625000 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -185102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185104.875000 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -185104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185106.734375 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -185106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185108.515625 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -185108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185109.515625 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -185109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185110.703125 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -185110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185111.359375 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -185111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185112.312500 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -185112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -732982.000000 Penalty: 1401.470093
	Iteration 0F: 2 clusters Score -732982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -728672.187500 Penalty: 2802.940186
	Iteration 0F: 3 clusters Score -728672.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -729996.312500 Penalty: 2802.940186
	Iteration 1F: 3 clusters Score -729996.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -730282.125000 Penalty: 2802.940186
	Iteration 2F: 3 clusters Score -730282.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -730516.062500 Penalty: 2802.940186
	Iteration 3F: 3 clusters Score -730516.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -730734.625000 Penalty: 2802.940186
	Iteration 4F: 3 clusters Score -730734.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -730930.937500 Penalty: 2802.940186
	Iteration 5Q: 3 clusters Score -730930.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -731099.312500 Penalty: 2802.940186
	Iteration 6Q: 3 clusters Score -731099.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -731226.125000 Penalty: 2802.940186
	Iteration 7Q: 3 clusters Score -731226.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -731353.937500 Penalty: 2802.940186
	Iteration 8Q: 3 clusters Score -731353.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -731497.062500 Penalty: 2802.940186
	Iteration 9Q: 3 clusters Score -731497.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -731657.875000 Penalty: 2802.940186
	Iteration 10Q: 3 clusters Score -731657.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -731860.812500 Penalty: 2802.940186
	Iteration 11Q: 3 clusters Score -731860.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -732060.687500 Penalty: 2802.940186
	Iteration 12Q: 3 clusters Score -732060.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -732188.187500 Penalty: 2802.940186
	Iteration 13Q: 3 clusters Score -732188.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -732271.187500 Penalty: 2802.940186
	Iteration 14Q: 3 clusters Score -732271.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -732309.562500 Penalty: 2802.940186
	Iteration 15Q: 3 clusters Score -732309.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -732329.437500 Penalty: 2802.940186
	Iteration 16Q: 3 clusters Score -732329.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -732342.812500 Penalty: 2802.940186
	Iteration 17Q: 3 clusters Score -732342.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -732347.687500 Penalty: 2802.940186
	Iteration 18Q: 3 clusters Score -732347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -732350.437500 Penalty: 2802.940186
	Iteration 19Q: 3 clusters Score -732350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -732350.062500 Penalty: 2802.940186
	Iteration 20F: 3 clusters Score -732350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -732350.500000 Penalty: 2802.940186
	Iteration 21Q: 3 clusters Score -732350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -732350.625000 Penalty: 2802.940186
	Iteration 22Q: 3 clusters Score -732350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -732350.125000 Penalty: 2802.940186
	Iteration 23Q: 3 clusters Score -732350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -732351.250000 Penalty: 2802.940186
	Iteration 24Q: 3 clusters Score -732351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -732352.125000 Penalty: 2802.940186
	Iteration 25Q: 3 clusters Score -732352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -732352.625000 Penalty: 2802.940186
	Iteration 26Q: 3 clusters Score -732352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -732351.625000 Penalty: 2802.940186
	Iteration 27Q: 3 clusters Score -732351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -732351.437500 Penalty: 2802.940186
	Iteration 28Q: 3 clusters Score -732351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -732352.250000 Penalty: 2802.940186
	Iteration 29Q: 3 clusters Score -732352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -732354.687500 Penalty: 2802.940186
	Iteration 30Q: 3 clusters Score -732354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -732353.250000 Penalty: 2802.940186
	Iteration 31Q: 3 clusters Score -732353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -732353.625000 Penalty: 2802.940186
	Iteration 32Q: 3 clusters Score -732353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -732353.625000 Penalty: 2802.940186
	Iteration 33F: 3 clusters Score -732353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92339.695312 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92339.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92591.093750 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92591.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92671.570312 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92671.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92698.992188 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92698.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -92715.734375 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92715.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -92722.992188 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92722.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -92729.117188 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92729.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92741.640625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92741.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -92748.109375 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92748.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92753.218750 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92753.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -92759.625000 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92759.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -92763.546875 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92763.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -92765.734375 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -92765.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -92767.585938 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -92767.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -92770.109375 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -92770.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -92771.898438 Penalty: 2142.293945
	Iteration 15Q: 3 clusters Score -92771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -92771.898438 Penalty: 2142.293945
	Iteration 16F: 3 clusters Score -92771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81197.476562 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81197.48 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81515.070312 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81515.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81670.093750 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81670.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81798.765625 Penalty: 2105.016113
	Iteration 3F: 3 clusters Score -81798.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81849.750000 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81849.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81867.359375 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81867.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81876.984375 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81876.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81877.945312 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81877.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81877.945312 Penalty: 2105.016113
	Iteration 8F: 3 clusters Score -81877.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -604697.750000 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604697.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -605525.812500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605525.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -605664.562500 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605664.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -605743.437500 Penalty: 2676.061279
	Iteration 3Q: 3 clusters Score -605743.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -605799.062500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605799.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -605837.000000 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -605862.500000 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -605862.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -605882.687500 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -605882.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -605901.437500 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -605901.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -605915.250000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -605915.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -605925.687500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -605925.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -605934.312500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -605934.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -605945.562500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -605945.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -605960.625000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -605960.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -605974.312500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -605974.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -605990.250000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -605990.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -606003.125000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606003.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -606009.562500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -606009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -606015.937500 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -606015.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -606024.125000 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -606024.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -606033.125000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -606033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -606043.750000 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -606043.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -606058.187500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -606058.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -606076.500000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -606076.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -606097.312500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -606097.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -606123.437500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -606123.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -606145.875000 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -606145.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -606172.750000 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -606172.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -606202.750000 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -606202.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -606244.937500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -606244.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -606283.375000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -606283.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -606322.000000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -606322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -606372.187500 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -606372.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -606413.312500 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -606413.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -606464.875000 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -606464.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -606512.000000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -606512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -606546.875000 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -606546.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -606568.625000 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -606568.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -606584.312500 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -606584.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -606600.250000 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -606600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -606615.875000 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -606615.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -606633.937500 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -606633.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -606652.875000 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -606652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -606665.250000 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -606665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -606679.562500 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -606679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -606687.750000 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -606687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -606697.750000 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -606697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -606708.875000 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -606708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -606717.250000 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -606717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -606721.437500 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -606721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -606723.187500 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -606723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -606726.250000 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -606726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -606728.375000 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -606728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -606728.875000 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -606728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -606729.187500 Penalty: 2676.061279
	Iteration 54Q: 3 clusters Score -606729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -606728.500000 Penalty: 2676.061279
	Iteration 55Q: 3 clusters Score -606728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -606728.500000 Penalty: 2676.061279
	Iteration 56F: 3 clusters Score -606728.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -334597.281250 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -334597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -332170.343750 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -332170.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332727.093750 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -332727.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -332890.531250 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -332890.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -333047.343750 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -333047.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333185.250000 Penalty: 2545.662354
	Iteration 4F: 3 clusters Score -333185.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -333294.531250 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -333294.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -333379.156250 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -333379.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -333448.843750 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -333448.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -333520.156250 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -333520.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -333572.281250 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -333572.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -333613.437500 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -333613.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -333658.062500 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -333658.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -333706.906250 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -333706.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -333746.843750 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -333746.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -333771.312500 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -333771.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -333789.406250 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -333789.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -333807.500000 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -333807.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -333821.531250 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -333821.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -333828.406250 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -333828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -333836.062500 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -333836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -333842.187500 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -333842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -333847.437500 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -333847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -333849.906250 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -333849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333852.343750 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -333852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -333853.937500 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -333853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -333855.718750 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -333855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -333856.000000 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -333856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -333856.687500 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -333856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -333858.593750 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -333858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -333861.093750 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -333861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -333866.750000 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -333866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -333867.843750 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -333867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -333869.031250 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -333869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -333869.500000 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -333869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333869.906250 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -333869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333869.906250 Penalty: 2545.662354
	Iteration 35F: 3 clusters Score -333869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -128016.921875 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -128016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126531.500000 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -126531.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127062.039062 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -127062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127362.218750 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -127362.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127597.789062 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -127597.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127731.937500 Penalty: 2285.889648
	Iteration 4F: 3 clusters Score -127731.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127819.367188 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -127819.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127898.968750 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -127899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127945.351562 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -127945.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127979.031250 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -127979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127992.867188 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -127992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127998.773438 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -127998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128006.070312 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -128006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128009.390625 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -128009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128011.304688 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -128011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128012.953125 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -128013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128015.429688 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -128015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128016.093750 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -128016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128016.093750 Penalty: 2285.889648
	Iteration 17F: 3 clusters Score -128016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 182 members 
Entering Unmasked Estep 
Score: -46527.808594 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46527.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46665.539062 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46665.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46728.757812 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46728.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46758.730469 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46758.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46779.480469 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46779.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46794.457031 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46794.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46812.414062 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46812.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46822.781250 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46822.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46834.917969 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46834.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46845.660156 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46845.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46853.082031 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -46853.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46861.085938 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -46861.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46867.136719 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -46867.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46869.925781 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -46869.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46879.800781 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -46879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46888.433594 Penalty: 1937.326660
	Iteration 15Q: 3 clusters Score -46888.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46892.914062 Penalty: 1937.326660
	Iteration 16Q: 3 clusters Score -46892.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46895.250000 Penalty: 1937.326660
	Iteration 17Q: 3 clusters Score -46895.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46897.218750 Penalty: 1937.326660
	Iteration 18Q: 3 clusters Score -46897.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46899.460938 Penalty: 1937.326660
	Iteration 19Q: 3 clusters Score -46899.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46900.156250 Penalty: 1937.326660
	Iteration 20F: 3 clusters Score -46900.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46901.371094 Penalty: 1937.326660
	Iteration 21Q: 3 clusters Score -46901.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46901.371094 Penalty: 1937.326660
	Iteration 22F: 3 clusters Score -46901.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -368190.562500 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -368190.6 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 1450 members 
Entering Unmasked Estep 
Score: -365556.968750 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -365557 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366194.093750 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -366194.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366337.875000 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -366337.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366420.250000 Penalty: 2589.140625
	Iteration 3Q: 3 clusters Score -366420.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366475.687500 Penalty: 2589.140625
	Iteration 4Q: 3 clusters Score -366475.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366510.750000 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -366510.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366540.843750 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -366540.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366562.781250 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -366562.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366580.531250 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -366580.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366594.437500 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -366594.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366607.843750 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -366607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -366617.625000 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -366617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366625.656250 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -366625.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366629.562500 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -366629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -366632.718750 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -366632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366635.968750 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -366636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366640.468750 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -366640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366643.468750 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -366643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366646.906250 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -366646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366647.687500 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -366647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366650.812500 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -366650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366654.375000 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -366654.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366658.031250 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -366658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366659.843750 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -366659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366661.531250 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -366661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -366663.281250 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -366663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366663.843750 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -366663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366664.437500 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -366664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366664.750000 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -366664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366665.031250 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -366665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366665.031250 Penalty: 2589.140625
	Iteration 30F: 3 clusters Score -366665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -138576.437500 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -138576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137044.765625 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -137044.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137364.640625 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -137364.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137516.578125 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -137516.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137646.421875 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -137646.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -137794.828125 Penalty: 2275.996338
	Iteration 4F: 3 clusters Score -137794.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137926.390625 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -137926.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -138072.078125 Penalty: 2275.996338
	Iteration 6F: 3 clusters Score -138072.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138201.453125 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -138201.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138320.468750 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -138320.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138371.265625 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -138371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138386.031250 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -138386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138392.625000 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -138392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138393.531250 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -138393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138394.093750 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -138394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138394.359375 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -138394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138394.359375 Penalty: 2275.996338
	Iteration 15F: 3 clusters Score -138394.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -210477.140625 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -210477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -208613.671875 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -208613.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -209052.828125 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -209052.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209206.953125 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -209207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209315.703125 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -209315.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209452.109375 Penalty: 2401.206543
	Iteration 4F: 3 clusters Score -209452.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209572.468750 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -209572.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -209656.890625 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -209656.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209701.890625 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -209701.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209727.781250 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -209727.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209744.218750 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -209744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209756.375000 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -209756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -209762.890625 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -209762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -209766.859375 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -209766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209769.703125 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -209769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -209771.718750 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -209771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -209772.812500 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -209772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209774.125000 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -209774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -209774.625000 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -209774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -209775.281250 Penalty: 2401.206543
	Iteration 18Q: 3 clusters Score -209775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -209775.281250 Penalty: 2401.206543
	Iteration 19F: 3 clusters Score -209775.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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 140 members 
Entering Unmasked Estep 
Score: -51080.867188 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51080.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51181.113281 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51181.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51219.445312 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -51219.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51242.542969 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51242.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51243.402344 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51243.402344 Penalty: 1837.058960
	Iteration 5F: 3 clusters Score -51243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32110.238281 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32110.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32202.953125 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32202.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32230.642578 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32230.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32235.056641 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32235.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32242.505859 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32242.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32242.505859 Penalty: 1812.183472
	Iteration 5F: 3 clusters Score -32242.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -490341.406250 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -490341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -487057.593750 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -487057.6 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -487912.500000 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -487912.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -488080.750000 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -488080.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -488178.000000 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -488178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -488252.750000 Penalty: 2680.941895
	Iteration 4Q: 3 clusters Score -488252.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -488312.406250 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -488312.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -488355.625000 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -488355.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -488392.750000 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -488392.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -488420.531250 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -488420.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -488449.687500 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -488449.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -488476.031250 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -488476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -488500.843750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -488500.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -488534.843750 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -488534.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -488567.687500 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -488567.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -488603.312500 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -488603.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -488629.875000 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -488629.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -488645.625000 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -488645.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -488666.437500 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -488666.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -488689.281250 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -488689.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -488714.312500 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -488714.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -488731.875000 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -488731.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -488749.750000 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -488749.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -488767.750000 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -488767.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -488783.500000 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -488783.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -488792.750000 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -488792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -488807.812500 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -488807.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -488824.375000 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -488824.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -488841.781250 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -488841.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -488854.750000 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -488854.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -488864.968750 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -488865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -488874.906250 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -488874.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -488888.343750 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -488888.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -488901.156250 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -488901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -488911.812500 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -488911.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -488925.531250 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -488925.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -488937.781250 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -488937.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -488951.125000 Penalty: 2680.941895
	Iteration 36Q: 3 clusters Score -488951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -488963.593750 Penalty: 2680.941895
	Iteration 37Q: 3 clusters Score -488963.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -488974.781250 Penalty: 2680.941895
	Iteration 38Q: 3 clusters Score -488974.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -488989.656250 Penalty: 2680.941895
	Iteration 39Q: 3 clusters Score -488989.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -489004.125000 Penalty: 2680.941895
	Iteration 40F: 3 clusters Score -489004.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -489015.875000 Penalty: 2680.941895
	Iteration 41Q: 3 clusters Score -489015.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -489023.812500 Penalty: 2680.941895
	Iteration 42Q: 3 clusters Score -489023.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -489031.625000 Penalty: 2680.941895
	Iteration 43Q: 3 clusters Score -489031.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -489040.625000 Penalty: 2680.941895
	Iteration 44Q: 3 clusters Score -489040.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -489048.312500 Penalty: 2680.941895
	Iteration 45Q: 3 clusters Score -489048.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -489053.250000 Penalty: 2680.941895
	Iteration 46Q: 3 clusters Score -489053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -489060.437500 Penalty: 2680.941895
	Iteration 47Q: 3 clusters Score -489060.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -489065.375000 Penalty: 2680.941895
	Iteration 48Q: 3 clusters Score -489065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -489072.906250 Penalty: 2680.941895
	Iteration 49Q: 3 clusters Score -489072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -489078.281250 Penalty: 2680.941895
	Iteration 50Q: 3 clusters Score -489078.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -489080.625000 Penalty: 2680.941895
	Iteration 51Q: 3 clusters Score -489080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -489083.187500 Penalty: 2680.941895
	Iteration 52Q: 3 clusters Score -489083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -489085.406250 Penalty: 2680.941895
	Iteration 53Q: 3 clusters Score -489085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -489089.281250 Penalty: 2680.941895
	Iteration 54Q: 3 clusters Score -489089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -489093.968750 Penalty: 2680.941895
	Iteration 55Q: 3 clusters Score -489094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -489096.906250 Penalty: 2680.941895
	Iteration 56Q: 3 clusters Score -489096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -489103.625000 Penalty: 2680.941895
	Iteration 57Q: 3 clusters Score -489103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -489105.750000 Penalty: 2680.941895
	Iteration 58Q: 3 clusters Score -489105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -489108.531250 Penalty: 2680.941895
	Iteration 59Q: 3 clusters Score -489108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -489110.906250 Penalty: 2680.941895
	Iteration 60F: 3 clusters Score -489110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -489114.468750 Penalty: 2680.941895
	Iteration 61Q: 3 clusters Score -489114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -489116.375000 Penalty: 2680.941895
	Iteration 62Q: 3 clusters Score -489116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -489119.625000 Penalty: 2680.941895
	Iteration 63Q: 3 clusters Score -489119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -489121.062500 Penalty: 2680.941895
	Iteration 64Q: 3 clusters Score -489121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -489122.812500 Penalty: 2680.941895
	Iteration 65Q: 3 clusters Score -489122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -489123.750000 Penalty: 2680.941895
	Iteration 66Q: 3 clusters Score -489123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -489124.125000 Penalty: 2680.941895
	Iteration 67Q: 3 clusters Score -489124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -489124.125000 Penalty: 2680.941895
	Iteration 68F: 3 clusters Score -489124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7328.281250 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7328.281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7473.729004 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7473.729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7536.773926 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7536.774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7574.348145 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7574.348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7606.931641 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7606.932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7617.698242 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7617.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7619.764160 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7619.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7619.764160 Penalty: 1828.976929
	Iteration 7F: 3 clusters Score -7619.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (11730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Entering Unmasked Estep 
Score: -1528216.750000 Penalty: 1522.609497
	Iteration 0F: 2 clusters Score -1528217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1519947.250000 Penalty: 3045.218994
	Iteration 0F: 3 clusters Score -1519947 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1522772.875000 Penalty: 3045.218994
	Iteration 1F: 3 clusters Score -1522773 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1523144.625000 Penalty: 3045.218994
	Iteration 2F: 3 clusters Score -1523145 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1523503.375000 Penalty: 3045.218994
	Iteration 3F: 3 clusters Score -1523503 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1523944.875000 Penalty: 3045.218994
	Iteration 4F: 3 clusters Score -1523945 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1524515.125000 Penalty: 3045.218994
	Iteration 5F: 3 clusters Score -1524515 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1525137.500000 Penalty: 3045.218994
	Iteration 6F: 3 clusters Score -1525138 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1525726.750000 Penalty: 3045.218994
	Iteration 7F: 3 clusters Score -1525727 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1526144.250000 Penalty: 3045.218994
	Iteration 8F: 3 clusters Score -1526144 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1526405.500000 Penalty: 3045.218994
	Iteration 9Q: 3 clusters Score -1526406 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1526546.625000 Penalty: 3045.218994
	Iteration 10Q: 3 clusters Score -1526547 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1526636.250000 Penalty: 3045.218994
	Iteration 11Q: 3 clusters Score -1526636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1526703.250000 Penalty: 3045.218994
	Iteration 12Q: 3 clusters Score -1526703 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1526755.750000 Penalty: 3045.218994
	Iteration 13Q: 3 clusters Score -1526756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1526817.000000 Penalty: 3045.218994
	Iteration 14Q: 3 clusters Score -1526817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1526883.000000 Penalty: 3045.218994
	Iteration 15Q: 3 clusters Score -1526883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1526953.250000 Penalty: 3045.218994
	Iteration 16Q: 3 clusters Score -1526953 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1527031.250000 Penalty: 3045.218994
	Iteration 17Q: 3 clusters Score -1527031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1527127.625000 Penalty: 3045.218994
	Iteration 18Q: 3 clusters Score -1527128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1527250.375000 Penalty: 3045.218994
	Iteration 19Q: 3 clusters Score -1527250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1527379.625000 Penalty: 3045.218994
	Iteration 20F: 3 clusters Score -1527380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1527469.875000 Penalty: 3045.218994
	Iteration 21Q: 3 clusters Score -1527470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1527514.875000 Penalty: 3045.218994
	Iteration 22Q: 3 clusters Score -1527515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1527535.125000 Penalty: 3045.218994
	Iteration 23Q: 3 clusters Score -1527535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1527546.125000 Penalty: 3045.218994
	Iteration 24Q: 3 clusters Score -1527546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1527559.375000 Penalty: 3045.218994
	Iteration 25Q: 3 clusters Score -1527559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1527565.125000 Penalty: 3045.218994
	Iteration 26Q: 3 clusters Score -1527565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1527570.375000 Penalty: 3045.218994
	Iteration 27Q: 3 clusters Score -1527570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1527575.250000 Penalty: 3045.218994
	Iteration 28Q: 3 clusters Score -1527575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1527581.125000 Penalty: 3045.218994
	Iteration 29Q: 3 clusters Score -1527581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1527584.250000 Penalty: 3045.218994
	Iteration 30Q: 3 clusters Score -1527584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1527583.875000 Penalty: 3045.218994
	Iteration 31Q: 3 clusters Score -1527584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1527587.250000 Penalty: 3045.218994
	Iteration 32Q: 3 clusters Score -1527587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1527587.125000 Penalty: 3045.218994
	Iteration 33Q: 3 clusters Score -1527587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1527587.000000 Penalty: 3045.218994
	Iteration 34Q: 3 clusters Score -1527587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1527591.500000 Penalty: 3045.218994
	Iteration 35Q: 3 clusters Score -1527592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1527589.250000 Penalty: 3045.218994
	Iteration 36Q: 3 clusters Score -1527589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1527590.375000 Penalty: 3045.218994
	Iteration 37Q: 3 clusters Score -1527590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1527590.375000 Penalty: 3045.218994
	Iteration 38Q: 3 clusters Score -1527590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1527590.375000 Penalty: 3045.218994
	Iteration 39F: 3 clusters Score -1527590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 175 members 
Entering Unmasked Estep 
Score: -48217.843750 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48217.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48326.167969 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48326.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48356.351562 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -48356.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48370.441406 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48370.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48373.039062 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48373.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48374.093750 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48374.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48375.109375 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48375.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48375.109375 Penalty: 1898.208496
	Iteration 7F: 3 clusters Score -48375.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -73609.882812 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -73609.88 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 300 members 
Entering Unmasked Estep 
Score: -72479.078125 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -72479.08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72659.484375 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -72659.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72722.570312 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -72722.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72748.625000 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -72748.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72758.843750 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -72758.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72773.109375 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -72773.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72781.062500 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -72781.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72785.320312 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -72785.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72786.960938 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -72786.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72786.960938 Penalty: 2068.543945
	Iteration 9F: 3 clusters Score -72786.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14674 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4033 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74509 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13727 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2573 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11730 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68997248.000000 Penalty: 154229.640625
Iteration 199Q: 73 clusters Score -6.899725e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 21174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 74120 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3761 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7663 members 
Mstep: Class 27 contains 74677 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34043 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4068 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1477 members 
Mstep: Class 44 contains 74579 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13790 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2561 members 
Mstep: Class 51 contains 1324 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11833 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68997544.000000 Penalty: 154229.640625
Iteration 200F: 73 clusters Score -6.899754e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73968 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3761 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7664 members 
Mstep: Class 27 contains 74668 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34065 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4082 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 74467 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13877 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3178 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2548 members 
Mstep: Class 51 contains 1320 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1408 members 
Mstep: Class 55 contains 5562 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2883 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11836 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68997824.000000 Penalty: 154229.640625
Iteration 201Q: 73 clusters Score -6.899782e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73833 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3762 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7666 members 
Mstep: Class 27 contains 74663 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34095 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4932 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4098 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1473 members 
Mstep: Class 44 contains 74369 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 13955 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3177 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2538 members 
Mstep: Class 51 contains 1318 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11838 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 8631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68997968.000000 Penalty: 154229.640625
Iteration 202Q: 73 clusters Score -6.899797e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73696 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3762 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7666 members 
Mstep: Class 27 contains 74658 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34113 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4930 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74292 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14027 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3175 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2529 members 
Mstep: Class 51 contains 1316 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5565 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2522 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11850 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 8758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998176.000000 Penalty: 154229.640625
Iteration 203Q: 73 clusters Score -6.899818e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73588 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3763 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7665 members 
Mstep: Class 27 contains 74652 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34128 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 74208 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14088 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3174 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2527 members 
Mstep: Class 51 contains 1317 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2524 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11883 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998296.000000 Penalty: 154229.640625
Iteration 204Q: 73 clusters Score -6.89983e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73491 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3764 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7659 members 
Mstep: Class 27 contains 74648 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34141 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 74176 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14145 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2523 members 
Mstep: Class 51 contains 1316 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2525 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11904 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 8917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998336.000000 Penalty: 154229.640625
Iteration 205Q: 73 clusters Score -6.899834e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73443 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 74642 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34151 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4127 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 74108 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14191 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2521 members 
Mstep: Class 51 contains 1314 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5565 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2528 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11923 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 8967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998384.000000 Penalty: 154229.640625
Iteration 206Q: 73 clusters Score -6.899838e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73391 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 74635 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34156 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 4127 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74072 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14237 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2520 members 
Mstep: Class 51 contains 1311 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2533 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11933 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998488.000000 Penalty: 154229.640625
Iteration 207Q: 73 clusters Score -6.899849e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73346 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63694 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74629 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34163 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74044 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 14260 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1309 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5565 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2536 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11944 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998496.000000 Penalty: 154229.640625
Iteration 208Q: 73 clusters Score -6.89985e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73305 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3771 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 74629 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34164 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4130 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4890 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 74035 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14271 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11951 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998512.000000 Penalty: 154229.640625
Iteration 209Q: 73 clusters Score -6.899851e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73288 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63695 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7647 members 
Mstep: Class 27 contains 74627 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34170 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25989 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8079 members 
Mstep: Class 38 contains 4132 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73998 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11959 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998536.000000 Penalty: 154229.640625
Iteration 210Q: 73 clusters Score -6.899854e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73280 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 74628 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34172 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73971 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5563 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1134 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11971 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998624.000000 Penalty: 154229.640625
Iteration 211Q: 73 clusters Score -6.899862e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73271 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7647 members 
Mstep: Class 27 contains 74628 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34172 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73952 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14314 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5564 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11977 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998640.000000 Penalty: 154229.640625
Iteration 212Q: 73 clusters Score -6.899864e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73291 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7646 members 
Mstep: Class 27 contains 74628 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34176 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73915 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14323 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5566 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3824 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11983 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998752.000000 Penalty: 154229.640625
Iteration 213Q: 73 clusters Score -6.899875e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73302 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 74625 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34186 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4142 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4890 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 73875 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14341 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1133 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1615 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3822 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11990 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998840.000000 Penalty: 154229.640625
Iteration 214Q: 73 clusters Score -6.899884e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73302 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74619 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34196 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4924 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 73851 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14353 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1131 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 11995 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998816.000000 Penalty: 154229.640625
Iteration 215Q: 73 clusters Score -6.899882e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73310 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34203 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4924 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 73831 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14353 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12001 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998904.000000 Penalty: 154229.640625
Iteration 216Q: 73 clusters Score -6.89989e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73303 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34204 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 73828 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14349 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12009 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998888.000000 Penalty: 154229.640625
Iteration 217Q: 73 clusters Score -6.899889e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73282 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34204 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4151 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73836 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14352 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12017 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998864.000000 Penalty: 154229.640625
Iteration 218Q: 73 clusters Score -6.899886e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73255 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34203 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73852 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14353 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12022 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998896.000000 Penalty: 154229.640625
Iteration 219Q: 73 clusters Score -6.89989e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73238 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34204 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73852 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14360 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12025 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998944.000000 Penalty: 154229.640625
Iteration 220F: 73 clusters Score -6.899894e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34206 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73854 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14366 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2517 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12024 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998944.000000 Penalty: 154229.640625
Iteration 221Q: 73 clusters Score -6.899894e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73228 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34207 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73840 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14374 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2518 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12026 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999032.000000 Penalty: 154229.640625
Iteration 222Q: 73 clusters Score -6.899903e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73228 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73818 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14383 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2518 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12032 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998976.000000 Penalty: 154229.640625
Iteration 223Q: 73 clusters Score -6.899898e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73229 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73807 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14385 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2516 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12037 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998976.000000 Penalty: 154229.640625
Iteration 224Q: 73 clusters Score -6.899898e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73234 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73790 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14388 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2513 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12041 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999032.000000 Penalty: 154229.640625
Iteration 225Q: 73 clusters Score -6.899903e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73792 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14395 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2507 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12039 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999016.000000 Penalty: 154229.640625
Iteration 226Q: 73 clusters Score -6.899902e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73801 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14399 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2506 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12043 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998968.000000 Penalty: 154229.640625
Iteration 227Q: 73 clusters Score -6.899897e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73193 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73809 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14403 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12045 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999000.000000 Penalty: 154229.640625
Iteration 228Q: 73 clusters Score -6.8999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73184 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73803 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14403 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12048 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999048.000000 Penalty: 154229.640625
Iteration 229Q: 73 clusters Score -6.899905e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73186 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73787 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14405 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12050 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999072.000000 Penalty: 154229.640625
Iteration 230Q: 73 clusters Score -6.899907e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73190 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73765 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14408 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12051 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 231Q: 73 clusters Score -6.899904e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73199 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73733 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14416 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12055 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999080.000000 Penalty: 154229.640625
Iteration 232Q: 73 clusters Score -6.899908e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73210 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73700 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14429 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12056 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999152.000000 Penalty: 154229.640625
Iteration 233Q: 73 clusters Score -6.899915e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73206 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73694 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14430 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12060 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999128.000000 Penalty: 154229.640625
Iteration 234Q: 73 clusters Score -6.899913e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73208 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73691 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14431 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12060 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999152.000000 Penalty: 154229.640625
Iteration 235Q: 73 clusters Score -6.899915e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73199 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4155 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73701 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14422 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12065 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999144.000000 Penalty: 154229.640625
Iteration 236Q: 73 clusters Score -6.899914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73193 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73709 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14416 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12066 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999112.000000 Penalty: 154229.640625
Iteration 237Q: 73 clusters Score -6.899911e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73200 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73703 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14415 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12066 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999112.000000 Penalty: 154229.640625
Iteration 238Q: 73 clusters Score -6.899911e+07 nChanged 59
Entering ConstructFrom: 
Score: -68999112.000000 Penalty: 154229.640625
Entering ConstructFrom: 
Trying to split cluster 1 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -280477.750000 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -280477.8 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 1072 members 
Entering Unmasked Estep 
Score: -278199.468750 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -278199.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -278742.437500 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -278742.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -278882.062500 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -278882.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -278963.218750 Penalty: 2505.670898
	Iteration 3F: 3 clusters Score -278963.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -279052.312500 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -279052.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -279123.593750 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -279123.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -279188.937500 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -279188.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -279260.312500 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -279260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -279313.843750 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -279313.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -279366.437500 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -279366.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -279411.343750 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -279411.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -279440.250000 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -279440.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -279465.937500 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -279465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -279487.156250 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -279487.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -279505.000000 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -279505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -279521.718750 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -279521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -279542.312500 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -279542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -279557.968750 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -279558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -279571.531250 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -279571.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -279593.531250 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -279593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -279614.687500 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -279614.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -279643.406250 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -279643.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -279667.312500 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -279667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -279682.031250 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -279682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -279686.187500 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -279686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -279690.562500 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -279690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -279691.750000 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -279691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -279692.562500 Penalty: 2505.670898
	Iteration 27Q: 3 clusters Score -279692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -279694.406250 Penalty: 2505.670898
	Iteration 28Q: 3 clusters Score -279694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -279695.750000 Penalty: 2505.670898
	Iteration 29Q: 3 clusters Score -279695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -279697.812500 Penalty: 2505.670898
	Iteration 30Q: 3 clusters Score -279697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -279698.437500 Penalty: 2505.670898
	Iteration 31Q: 3 clusters Score -279698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -279699.156250 Penalty: 2505.670898
	Iteration 32Q: 3 clusters Score -279699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -279699.312500 Penalty: 2505.670898
	Iteration 33Q: 3 clusters Score -279699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -279699.718750 Penalty: 2505.670898
	Iteration 34Q: 3 clusters Score -279699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -279699.718750 Penalty: 2505.670898
	Iteration 35F: 3 clusters Score -279699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 174 members 
Entering Unmasked Estep 
Score: -15754.620117 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15754.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16018.393555 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16018.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16084.583008 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16084.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16118.924805 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16118.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16143.855469 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16143.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16148.892578 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16148.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16148.892578 Penalty: 1885.688477
	Iteration 6F: 3 clusters Score -16148.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133747.296875 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133747.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134048.187500 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134048.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134139.484375 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134139.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -134179.625000 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -134211.281250 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134239.500000 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134239.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134268.687500 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134275.343750 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134282.140625 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -134288.390625 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134296.843750 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -134307.031250 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -134311.640625 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134312.187500 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134312.187500 Penalty: 2260.257568
	Iteration 14F: 3 clusters Score -134312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Entering Unmasked Estep 
Score: -2822204.500000 Penalty: 1618.540039
	Iteration 0F: 2 clusters Score -2822204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2807851.750000 Penalty: 3237.080078
	Iteration 0F: 3 clusters Score -2807852 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2813109.250000 Penalty: 3237.080078
	Iteration 1F: 3 clusters Score -2813109 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2813400.250000 Penalty: 3237.080078
	Iteration 2Q: 3 clusters Score -2813400 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2813664.000000 Penalty: 3237.080078
	Iteration 3Q: 3 clusters Score -2813664 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2813899.250000 Penalty: 3237.080078
	Iteration 4Q: 3 clusters Score -2813899 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2814152.500000 Penalty: 3237.080078
	Iteration 5Q: 3 clusters Score -2814152 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2814448.250000 Penalty: 3237.080078
	Iteration 6Q: 3 clusters Score -2814448 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2814810.000000 Penalty: 3237.080078
	Iteration 7Q: 3 clusters Score -2814810 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2815311.750000 Penalty: 3237.080078
	Iteration 8Q: 3 clusters Score -2815312 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2815963.000000 Penalty: 3237.080078
	Iteration 9Q: 3 clusters Score -2815963 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2816681.250000 Penalty: 3237.080078
	Iteration 10Q: 3 clusters Score -2816681 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2817321.250000 Penalty: 3237.080078
	Iteration 11Q: 3 clusters Score -2817321 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2817778.250000 Penalty: 3237.080078
	Iteration 12Q: 3 clusters Score -2817778 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2818118.000000 Penalty: 3237.080078
	Iteration 13Q: 3 clusters Score -2818118 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2818330.500000 Penalty: 3237.080078
	Iteration 14Q: 3 clusters Score -2818330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2818522.250000 Penalty: 3237.080078
	Iteration 15Q: 3 clusters Score -2818522 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2818670.500000 Penalty: 3237.080078
	Iteration 16Q: 3 clusters Score -2818670 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2818836.500000 Penalty: 3237.080078
	Iteration 17Q: 3 clusters Score -2818836 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2819011.500000 Penalty: 3237.080078
	Iteration 18Q: 3 clusters Score -2819012 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2819171.250000 Penalty: 3237.080078
	Iteration 19Q: 3 clusters Score -2819171 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2819350.750000 Penalty: 3237.080078
	Iteration 20F: 3 clusters Score -2819351 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2819509.500000 Penalty: 3237.080078
	Iteration 21Q: 3 clusters Score -2819510 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2819700.000000 Penalty: 3237.080078
	Iteration 22Q: 3 clusters Score -2819700 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2819844.500000 Penalty: 3237.080078
	Iteration 23Q: 3 clusters Score -2819844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2819983.500000 Penalty: 3237.080078
	Iteration 24Q: 3 clusters Score -2819984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2820116.250000 Penalty: 3237.080078
	Iteration 25Q: 3 clusters Score -2820116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2820206.000000 Penalty: 3237.080078
	Iteration 26Q: 3 clusters Score -2820206 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2820308.750000 Penalty: 3237.080078
	Iteration 27Q: 3 clusters Score -2820309 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2820404.250000 Penalty: 3237.080078
	Iteration 28Q: 3 clusters Score -2820404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2820461.750000 Penalty: 3237.080078
	Iteration 29Q: 3 clusters Score -2820462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2820537.000000 Penalty: 3237.080078
	Iteration 30Q: 3 clusters Score -2820537 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2820593.750000 Penalty: 3237.080078
	Iteration 31Q: 3 clusters Score -2820594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2820627.000000 Penalty: 3237.080078
	Iteration 32Q: 3 clusters Score -2820627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2820657.750000 Penalty: 3237.080078
	Iteration 33Q: 3 clusters Score -2820658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2820678.250000 Penalty: 3237.080078
	Iteration 34Q: 3 clusters Score -2820678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2820712.000000 Penalty: 3237.080078
	Iteration 35Q: 3 clusters Score -2820712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2820732.250000 Penalty: 3237.080078
	Iteration 36Q: 3 clusters Score -2820732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2820750.000000 Penalty: 3237.080078
	Iteration 37Q: 3 clusters Score -2820750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2820764.000000 Penalty: 3237.080078
	Iteration 38Q: 3 clusters Score -2820764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2820784.250000 Penalty: 3237.080078
	Iteration 39Q: 3 clusters Score -2820784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2820792.000000 Penalty: 3237.080078
	Iteration 40F: 3 clusters Score -2820792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2820794.000000 Penalty: 3237.080078
	Iteration 41Q: 3 clusters Score -2820794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2820804.000000 Penalty: 3237.080078
	Iteration 42Q: 3 clusters Score -2820804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2820811.500000 Penalty: 3237.080078
	Iteration 43Q: 3 clusters Score -2820812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2820814.500000 Penalty: 3237.080078
	Iteration 44Q: 3 clusters Score -2820814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2820814.250000 Penalty: 3237.080078
	Iteration 45Q: 3 clusters Score -2820814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2820822.250000 Penalty: 3237.080078
	Iteration 46Q: 3 clusters Score -2820822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2820827.750000 Penalty: 3237.080078
	Iteration 47Q: 3 clusters Score -2820828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2820825.250000 Penalty: 3237.080078
	Iteration 48Q: 3 clusters Score -2820825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2820833.000000 Penalty: 3237.080078
	Iteration 49Q: 3 clusters Score -2820833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2820835.500000 Penalty: 3237.080078
	Iteration 50Q: 3 clusters Score -2820836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2820839.500000 Penalty: 3237.080078
	Iteration 51Q: 3 clusters Score -2820840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2820837.250000 Penalty: 3237.080078
	Iteration 52Q: 3 clusters Score -2820837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2820841.000000 Penalty: 3237.080078
	Iteration 53Q: 3 clusters Score -2820841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2820842.250000 Penalty: 3237.080078
	Iteration 54Q: 3 clusters Score -2820842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2820842.250000 Penalty: 3237.080078
	Iteration 55F: 3 clusters Score -2820842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -188231.640625 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -188231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186473.781250 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -186473.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186826.765625 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -186826.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -186930.515625 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -186930.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -186989.531250 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -186989.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187049.000000 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -187049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187071.890625 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -187071.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187088.125000 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -187088.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187098.187500 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -187098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -187108.468750 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -187108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187116.734375 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -187116.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187124.906250 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -187124.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187136.375000 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -187136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -187145.078125 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -187145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -187152.140625 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -187152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -187158.703125 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -187158.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187166.578125 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -187166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -187177.109375 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -187177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -187180.156250 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -187180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -187181.375000 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -187181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -187183.812500 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -187183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -187185.484375 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -187185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -187186.125000 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -187186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -187186.718750 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -187186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -187186.718750 Penalty: 2379.386230
	Iteration 23F: 3 clusters Score -187186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 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 1001 members 
Entering Unmasked Estep 
Score: -265904.093750 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265904.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -266442.156250 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266442.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -266640.937500 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266640.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -266812.312500 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -266812.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -266982.843750 Penalty: 2478.001221
	Iteration 4F: 3 clusters Score -266982.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -267136.468750 Penalty: 2478.001221
	Iteration 5F: 3 clusters Score -267136.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -267218.687500 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -267218.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -267261.937500 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -267261.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -267282.843750 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -267282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267294.562500 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -267294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -267306.781250 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -267306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267314.656250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -267314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -267319.750000 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -267319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -267325.500000 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -267325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -267332.250000 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -267332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -267337.281250 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -267337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -267339.156250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -267339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -267341.187500 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -267341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -267341.312500 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -267341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -267341.312500 Penalty: 2478.001221
	Iteration 19F: 3 clusters Score -267341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Entering Unmasked Estep 
Score: -9958379.000000 Penalty: 1820.176636
	Iteration 0F: 2 clusters Score -9958379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -9912376.000000 Penalty: 3640.353271
	Iteration 0F: 3 clusters Score -9912376 nChanged 34780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -9932133.000000 Penalty: 3640.353271
	Iteration 1F: 3 clusters Score -9932133 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -9932724.000000 Penalty: 3640.353271
	Iteration 2Q: 3 clusters Score -9932724 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -9933347.000000 Penalty: 3640.353271
	Iteration 3Q: 3 clusters Score -9933347 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9934114 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -9935251.000000 Penalty: 3640.353271
	Iteration 5Q: 3 clusters Score -9935251 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -9937144.000000 Penalty: 3640.353271
	Iteration 6Q: 3 clusters Score -9937144 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -9940337.000000 Penalty: 3640.353271
	Iteration 7F: 3 clusters Score -9940337 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -9943737.000000 Penalty: 3640.353271
	Iteration 8F: 3 clusters Score -9943737 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -9945967.000000 Penalty: 3640.353271
	Iteration 9F: 3 clusters Score -9945967 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -9946831.000000 Penalty: 3640.353271
	Iteration 10Q: 3 clusters Score -9946831 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -9947189.000000 Penalty: 3640.353271
	Iteration 11Q: 3 clusters Score -9947189 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -9947521.000000 Penalty: 3640.353271
	Iteration 12Q: 3 clusters Score -9947521 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -9947864.000000 Penalty: 3640.353271
	Iteration 13Q: 3 clusters Score -9947864 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -9948206.000000 Penalty: 3640.353271
	Iteration 14Q: 3 clusters Score -9948206 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -9948574.000000 Penalty: 3640.353271
	Iteration 15Q: 3 clusters Score -9948574 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -9948971.000000 Penalty: 3640.353271
	Iteration 16Q: 3 clusters Score -9948971 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -9949387.000000 Penalty: 3640.353271
	Iteration 17Q: 3 clusters Score -9949387 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -9949747.000000 Penalty: 3640.353271
	Iteration 18Q: 3 clusters Score -9949747 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -9950222.000000 Penalty: 3640.353271
	Iteration 19Q: 3 clusters Score -9950222 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9950697.000000 Penalty: 3640.353271
	Iteration 20F: 3 clusters Score -9950697 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -9951222.000000 Penalty: 3640.353271
	Iteration 21Q: 3 clusters Score -9951222 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -9951874.000000 Penalty: 3640.353271
	Iteration 22Q: 3 clusters Score -9951874 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -9952483.000000 Penalty: 3640.353271
	Iteration 23Q: 3 clusters Score -9952483 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -9953151.000000 Penalty: 3640.353271
	Iteration 24Q: 3 clusters Score -9953151 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -9953899.000000 Penalty: 3640.353271
	Iteration 25Q: 3 clusters Score -9953899 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -9954659.000000 Penalty: 3640.353271
	Iteration 26Q: 3 clusters Score -9954659 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -9955465.000000 Penalty: 3640.353271
	Iteration 27Q: 3 clusters Score -9955465 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -9956080.000000 Penalty: 3640.353271
	Iteration 28Q: 3 clusters Score -9956080 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -9956790.000000 Penalty: 3640.353271
	Iteration 29Q: 3 clusters Score -9956790 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -9957319.000000 Penalty: 3640.353271
	Iteration 30Q: 3 clusters Score -9957319 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -9957800.000000 Penalty: 3640.353271
	Iteration 31Q: 3 clusters Score -9957800 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -9958117.000000 Penalty: 3640.353271
	Iteration 32Q: 3 clusters Score -9958117 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -9958334.000000 Penalty: 3640.353271
	Iteration 33Q: 3 clusters Score -9958334 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9958451 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -9958544.000000 Penalty: 3640.353271
	Iteration 35Q: 3 clusters Score -9958544 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9958615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -9958662.000000 Penalty: 3640.353271
	Iteration 37Q: 3 clusters Score -9958662 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -9958689.000000 Penalty: 3640.353271
	Iteration 38Q: 3 clusters Score -9958689 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -9958755.000000 Penalty: 3640.353271
	Iteration 39Q: 3 clusters Score -9958755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -9958792.000000 Penalty: 3640.353271
	Iteration 40F: 3 clusters Score -9958792 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -9958797.000000 Penalty: 3640.353271
	Iteration 41Q: 3 clusters Score -9958797 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -9958776.000000 Penalty: 3640.353271
	Iteration 42Q: 3 clusters Score -9958776 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9958765.000000 Penalty: 3640.353271
	Iteration 43Q: 3 clusters Score -9958765 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -9958758.000000 Penalty: 3640.353271
	Iteration 44Q: 3 clusters Score -9958758 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -9958716.000000 Penalty: 3640.353271
	Iteration 45Q: 3 clusters Score -9958716 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -9958706.000000 Penalty: 3640.353271
	Iteration 46Q: 3 clusters Score -9958706 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -9958690.000000 Penalty: 3640.353271
	Iteration 47Q: 3 clusters Score -9958690 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -9958640.000000 Penalty: 3640.353271
	Iteration 48Q: 3 clusters Score -9958640 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9958582.000000 Penalty: 3640.353271
	Iteration 49Q: 3 clusters Score -9958582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -9958564.000000 Penalty: 3640.353271
	Iteration 50Q: 3 clusters Score -9958564 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -9958522.000000 Penalty: 3640.353271
	Iteration 51Q: 3 clusters Score -9958522 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -9958475.000000 Penalty: 3640.353271
	Iteration 52Q: 3 clusters Score -9958475 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9958458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -9958422.000000 Penalty: 3640.353271
	Iteration 54Q: 3 clusters Score -9958422 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -9958410.000000 Penalty: 3640.353271
	Iteration 55Q: 3 clusters Score -9958410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -9958335.000000 Penalty: 3640.353271
	Iteration 56Q: 3 clusters Score -9958335 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -9958311.000000 Penalty: 3640.353271
	Iteration 57Q: 3 clusters Score -9958311 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -9958275.000000 Penalty: 3640.353271
	Iteration 58Q: 3 clusters Score -9958275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -9958241.000000 Penalty: 3640.353271
	Iteration 59Q: 3 clusters Score -9958241 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -9958185.000000 Penalty: 3640.353271
	Iteration 60F: 3 clusters Score -9958185 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -9958172.000000 Penalty: 3640.353271
	Iteration 61Q: 3 clusters Score -9958172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9958164.000000 Penalty: 3640.353271
	Iteration 62Q: 3 clusters Score -9958164 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -9958147.000000 Penalty: 3640.353271
	Iteration 63Q: 3 clusters Score -9958147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9958129.000000 Penalty: 3640.353271
	Iteration 64Q: 3 clusters Score -9958129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -9958122.000000 Penalty: 3640.353271
	Iteration 65Q: 3 clusters Score -9958122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -9958133.000000 Penalty: 3640.353271
	Iteration 66Q: 3 clusters Score -9958133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -9958116.000000 Penalty: 3640.353271
	Iteration 67Q: 3 clusters Score -9958116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9958113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -9958104.000000 Penalty: 3640.353271
	Iteration 69Q: 3 clusters Score -9958104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9958086 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -9958081.000000 Penalty: 3640.353271
	Iteration 71Q: 3 clusters Score -9958081 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -9958067.000000 Penalty: 3640.353271
	Iteration 72Q: 3 clusters Score -9958067 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -9958056.000000 Penalty: 3640.353271
	Iteration 73Q: 3 clusters Score -9958056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9958058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9958041.000000 Penalty: 3640.353271
	Iteration 75Q: 3 clusters Score -9958041 nChanged 39
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Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9958042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9958039.000000 Penalty: 3640.353271
	Iteration 77Q: 3 clusters Score -9958039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -9958016.000000 Penalty: 3640.353271
	Iteration 78Q: 3 clusters Score -9958016 nChanged 20
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Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9958011 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -9958014.000000 Penalty: 3640.353271
	Iteration 80F: 3 clusters Score -9958014 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9958016 nChanged 19
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -9958015.000000 Penalty: 3640.353271
	Iteration 82Q: 3 clusters Score -9958015 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -9958019.000000 Penalty: 3640.353271
	Iteration 83Q: 3 clusters Score -9958019 nChanged 17
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Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9958004 nChanged 8
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Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9958008.000000 Penalty: 3640.353271
	Iteration 85Q: 3 clusters Score -9958008 nChanged 5
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9958016 nChanged 7
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -9957999.000000 Penalty: 3640.353271
	Iteration 87Q: 3 clusters Score -9957999 nChanged 9
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9957986 nChanged 9
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9957988 nChanged 15
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9957975 nChanged 14
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9957982 nChanged 9
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Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9957996 nChanged 7
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Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9958002.000000 Penalty: 3640.353271
	Iteration 93Q: 3 clusters Score -9958002 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2077 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9957993 nChanged 13
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Mstep: Class 1 contains 2066 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9957983 nChanged 9
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Entering Unmasked Estep 
Score: -9957974.000000 Penalty: 3640.353271
	Iteration 96Q: 3 clusters Score -9957974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -9957978.000000 Penalty: 3640.353271
	Iteration 97Q: 3 clusters Score -9957978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -9957978.000000 Penalty: 3640.353271
	Iteration 98Q: 3 clusters Score -9957978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9957971.000000 Penalty: 3640.353271
	Iteration 99Q: 3 clusters Score -9957971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -9957971.000000 Penalty: 3640.353271
	Iteration 100F: 3 clusters Score -9957971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -9957967.000000 Penalty: 3640.353271
	Iteration 101Q: 3 clusters Score -9957967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -9957966.000000 Penalty: 3640.353271
	Iteration 102Q: 3 clusters Score -9957966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9957967.000000 Penalty: 3640.353271
	Iteration 103Q: 3 clusters Score -9957967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9957967.000000 Penalty: 3640.353271
	Iteration 104F: 3 clusters Score -9957967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195493.187500 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195493.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -195906.015625 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196004.671875 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -196004.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196053.953125 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -196054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -196087.687500 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -196087.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -196107.578125 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196107.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -196126.890625 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196126.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -196144.343750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196144.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -196166.531250 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196166.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -196197.078125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196197.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -196226.531250 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196226.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -196254.875000 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196254.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -196290.531250 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196290.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -196321.718750 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196321.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -196342.375000 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196342.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -196364.187500 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -196386.593750 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196386.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -196400.968750 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -196416.171875 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -196420.953125 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -196424.265625 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -196425.281250 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -196428.343750 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196432.515625 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -196437.281250 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -196438.296875 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -196438.296875 Penalty: 2382.807373
	Iteration 26F: 3 clusters Score -196438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -1968024.875000 Penalty: 1558.920166
	Iteration 0F: 2 clusters Score -1968025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1957899.375000 Penalty: 3117.840332
	Iteration 0F: 3 clusters Score -1957899 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1961690.000000 Penalty: 3117.840332
	Iteration 1F: 3 clusters Score -1961690 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1962205.875000 Penalty: 3117.840332
	Iteration 2F: 3 clusters Score -1962206 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1962730.375000 Penalty: 3117.840332
	Iteration 3F: 3 clusters Score -1962730 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1963332.500000 Penalty: 3117.840332
	Iteration 4F: 3 clusters Score -1963332 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1963969.500000 Penalty: 3117.840332
	Iteration 5F: 3 clusters Score -1963970 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1964586.500000 Penalty: 3117.840332
	Iteration 6F: 3 clusters Score -1964586 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1965272.375000 Penalty: 3117.840332
	Iteration 7F: 3 clusters Score -1965272 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1965985.000000 Penalty: 3117.840332
	Iteration 8F: 3 clusters Score -1965985 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1966430.875000 Penalty: 3117.840332
	Iteration 9Q: 3 clusters Score -1966431 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1966639.250000 Penalty: 3117.840332
	Iteration 10Q: 3 clusters Score -1966639 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1966747.125000 Penalty: 3117.840332
	Iteration 11Q: 3 clusters Score -1966747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1966828.625000 Penalty: 3117.840332
	Iteration 12Q: 3 clusters Score -1966829 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1966880.875000 Penalty: 3117.840332
	Iteration 13Q: 3 clusters Score -1966881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1966932.375000 Penalty: 3117.840332
	Iteration 14Q: 3 clusters Score -1966932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1966972.875000 Penalty: 3117.840332
	Iteration 15Q: 3 clusters Score -1966973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1967004.750000 Penalty: 3117.840332
	Iteration 16Q: 3 clusters Score -1967005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1967033.875000 Penalty: 3117.840332
	Iteration 17Q: 3 clusters Score -1967034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1967051.625000 Penalty: 3117.840332
	Iteration 18Q: 3 clusters Score -1967052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1967068.750000 Penalty: 3117.840332
	Iteration 19Q: 3 clusters Score -1967069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1967090.750000 Penalty: 3117.840332
	Iteration 20F: 3 clusters Score -1967091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1967106.500000 Penalty: 3117.840332
	Iteration 21Q: 3 clusters Score -1967106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1967121.500000 Penalty: 3117.840332
	Iteration 22Q: 3 clusters Score -1967122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1967133.625000 Penalty: 3117.840332
	Iteration 23Q: 3 clusters Score -1967134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1967140.125000 Penalty: 3117.840332
	Iteration 24Q: 3 clusters Score -1967140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1967150.750000 Penalty: 3117.840332
	Iteration 25Q: 3 clusters Score -1967151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1967157.500000 Penalty: 3117.840332
	Iteration 26Q: 3 clusters Score -1967158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1967164.000000 Penalty: 3117.840332
	Iteration 27Q: 3 clusters Score -1967164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1967171.125000 Penalty: 3117.840332
	Iteration 28Q: 3 clusters Score -1967171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1967177.625000 Penalty: 3117.840332
	Iteration 29Q: 3 clusters Score -1967178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1967183.000000 Penalty: 3117.840332
	Iteration 30Q: 3 clusters Score -1967183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1967185.750000 Penalty: 3117.840332
	Iteration 31Q: 3 clusters Score -1967186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1967184.875000 Penalty: 3117.840332
	Iteration 32Q: 3 clusters Score -1967185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1967196.750000 Penalty: 3117.840332
	Iteration 33Q: 3 clusters Score -1967197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1967207.500000 Penalty: 3117.840332
	Iteration 34Q: 3 clusters Score -1967208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1967211.875000 Penalty: 3117.840332
	Iteration 35Q: 3 clusters Score -1967212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1967216.875000 Penalty: 3117.840332
	Iteration 36Q: 3 clusters Score -1967217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1967218.250000 Penalty: 3117.840332
	Iteration 37Q: 3 clusters Score -1967218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1967225.750000 Penalty: 3117.840332
	Iteration 38Q: 3 clusters Score -1967226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1967227.375000 Penalty: 3117.840332
	Iteration 39Q: 3 clusters Score -1967227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1967232.750000 Penalty: 3117.840332
	Iteration 40F: 3 clusters Score -1967233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1967231.125000 Penalty: 3117.840332
	Iteration 41Q: 3 clusters Score -1967231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1967232.750000 Penalty: 3117.840332
	Iteration 42Q: 3 clusters Score -1967233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1967232.750000 Penalty: 3117.840332
	Iteration 43Q: 3 clusters Score -1967233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1967233.875000 Penalty: 3117.840332
	Iteration 44Q: 3 clusters Score -1967234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1967234.000000 Penalty: 3117.840332
	Iteration 45Q: 3 clusters Score -1967234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1967231.375000 Penalty: 3117.840332
	Iteration 46Q: 3 clusters Score -1967231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1967230.375000 Penalty: 3117.840332
	Iteration 47Q: 3 clusters Score -1967230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1967237.875000 Penalty: 3117.840332
	Iteration 48Q: 3 clusters Score -1967238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1967237.500000 Penalty: 3117.840332
	Iteration 49Q: 3 clusters Score -1967238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1967237.875000 Penalty: 3117.840332
	Iteration 50Q: 3 clusters Score -1967238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1967238.500000 Penalty: 3117.840332
	Iteration 51Q: 3 clusters Score -1967238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1967241.250000 Penalty: 3117.840332
	Iteration 52Q: 3 clusters Score -1967241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1967241.250000 Penalty: 3117.840332
	Iteration 53F: 3 clusters Score -1967241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25097.357422 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25097.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25299.880859 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25299.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25426.869141 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25426.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25546.042969 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -25546.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25591.261719 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25591.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25627.273438 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25627.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25647.214844 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25647.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25650.357422 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25650.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25660.957031 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25660.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25665.673828 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25665.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25665.673828 Penalty: 1905.680176
	Iteration 10F: 3 clusters Score -25665.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 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 298 members 
Entering Unmasked Estep 
Score: -59004.863281 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -59004.86 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59570.136719 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59570.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59797.699219 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59797.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60001.835938 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -60001.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60060.906250 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -60060.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60086.425781 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -60086.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60093.421875 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -60093.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60099.312500 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -60099.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60100.175781 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -60100.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60100.175781 Penalty: 2066.861572
	Iteration 9F: 3 clusters Score -60100.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73210 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 212 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73687 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14414 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12072 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9231 members 
Mstep: Class 73 contains 366 members 
Entering Unmasked Estep 
Score: -68998152.000000 Penalty: 156371.718750
Splitting cluster 11 changes total score from -68999112.000000 to -68998152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -8446941.000000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -8446941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8404573.000000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -8404573 nChanged 30198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -8422170.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -8422170 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8423638.000000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -8423638 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8426117.000000 Penalty: 3595.120361
	Iteration 3F: 3 clusters Score -8426117 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8429556.000000 Penalty: 3595.120361
	Iteration 4F: 3 clusters Score -8429556 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8433279.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -8433279 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8436448.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -8436448 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -8439015.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -8439015 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8441077.000000 Penalty: 3595.120361
	Iteration 8Q: 3 clusters Score -8441077 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8442679.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -8442679 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8443764.000000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -8443764 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8444466.000000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -8444466 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8444839.000000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -8444839 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8445012.000000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -8445012 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8445143.000000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -8445143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8445191.000000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -8445191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8445249.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -8445249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8445306.000000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -8445306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8445337.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -8445337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8445364.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -8445364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8445391.000000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -8445391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8445399.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -8445399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8445405.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -8445405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8445415.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -8445415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8445403.000000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -8445403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8445414.000000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -8445414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8445416.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -8445416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8445426.000000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -8445426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8445426.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -8445426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8445428.000000 Penalty: 3595.120361
	Iteration 29Q: 3 clusters Score -8445428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8445425.000000 Penalty: 3595.120361
	Iteration 30Q: 3 clusters Score -8445425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8445431.000000 Penalty: 3595.120361
	Iteration 31Q: 3 clusters Score -8445431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8445438.000000 Penalty: 3595.120361
	Iteration 32Q: 3 clusters Score -8445438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8445457.000000 Penalty: 3595.120361
	Iteration 33Q: 3 clusters Score -8445457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8445467.000000 Penalty: 3595.120361
	Iteration 34Q: 3 clusters Score -8445467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8445470.000000 Penalty: 3595.120361
	Iteration 35Q: 3 clusters Score -8445470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8445475.000000 Penalty: 3595.120361
	Iteration 36Q: 3 clusters Score -8445475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8445473.000000 Penalty: 3595.120361
	Iteration 37Q: 3 clusters Score -8445473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8445481.000000 Penalty: 3595.120361
	Iteration 38Q: 3 clusters Score -8445481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8445486.000000 Penalty: 3595.120361
	Iteration 39Q: 3 clusters Score -8445486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8445485.000000 Penalty: 3595.120361
	Iteration 40F: 3 clusters Score -8445485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154817.234375 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154817.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -155223.703125 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155223.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155394.796875 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155394.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155518.890625 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155518.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155593.750000 Penalty: 2249.859131
	Iteration 4F: 3 clusters Score -155593.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155641.562500 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155641.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155679.250000 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155679.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155705.203125 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155728.578125 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155747.187500 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155758.156250 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155764.687500 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155767.281250 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155768.734375 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155768.734375 Penalty: 2249.859131
	Iteration 14F: 3 clusters Score -155768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132648.750000 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132648.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132929.281250 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132929.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132999.484375 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -132999.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133062.578125 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133062.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133114.156250 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133114.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133157.796875 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133157.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133209.187500 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133209.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133246.156250 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133246.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133293.265625 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133293.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133344.390625 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133344.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133379.984375 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133396.750000 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133396.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133406.015625 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133418.640625 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133430.437500 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133434.859375 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133439.687500 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133451.921875 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133469.718750 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133479.546875 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -133479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133482.984375 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -133483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133484.921875 Penalty: 2261.804688
	Iteration 21Q: 3 clusters Score -133484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133487.312500 Penalty: 2261.804688
	Iteration 22Q: 3 clusters Score -133487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133487.312500 Penalty: 2261.804688
	Iteration 23F: 3 clusters Score -133487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -615042.562500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615042.6 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -615984.687500 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -615984.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -616168.437500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616168.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -616320.812500 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -616320.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -616452.000000 Penalty: 2739.927490
	Iteration 4F: 3 clusters Score -616452 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -616582.750000 Penalty: 2739.927490
	Iteration 5F: 3 clusters Score -616582.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -616682.687500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616682.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -616767.000000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616767 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -616845.187500 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616845.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -616915.250000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616915.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -616967.875000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -616967.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -617012.812500 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -617012.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -617060.437500 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -617060.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -617108.312500 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -617108.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -617150.875000 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -617150.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -617185.625000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -617185.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -617233.437500 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -617233.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -617278.562500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -617278.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -617321.437500 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -617321.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -617370.250000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -617370.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -617404.625000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -617404.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -617435.000000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -617435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -617472.500000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -617472.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -617506.375000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617506.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -617527.375000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617527.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -617549.250000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -617565.375000 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -617569.875000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -617577.125000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -617583.750000 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617583.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -617590.125000 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -617590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -617599.812500 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -617599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -617603.750000 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -617603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -617609.937500 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -617609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -617615.500000 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -617615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -617618.000000 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -617618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -617621.500000 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -617621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -617624.500000 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -617624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -617626.750000 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -617626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -617627.062500 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -617627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -617630.875000 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -617630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -617632.062500 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -617632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -617632.062500 Penalty: 2739.927490
	Iteration 42F: 3 clusters Score -617632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 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 330 members 
Entering Unmasked Estep 
Score: -94707.953125 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94707.95 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94975.867188 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94975.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95035.234375 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -95035.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95066.250000 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -95066.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95080.007812 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -95080.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95090.046875 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95090.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95092.390625 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95092.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95092.390625 Penalty: 2108.497314
	Iteration 7F: 3 clusters Score -95092.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 180 members 
Entering Unmasked Estep 
Score: -34861.890625 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34861.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35031.960938 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35031.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35158.781250 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35158.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35212.898438 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -35212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35270.601562 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35289.136719 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35289.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35296.636719 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35296.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35302.570312 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35302.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35306.914062 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35306.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35306.914062 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -35306.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -433258.343750 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -433258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -430292.593750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -430292.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -431040.406250 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -431040.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -431226.218750 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -431226.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -431362.656250 Penalty: 2640.637695
	Iteration 3F: 3 clusters Score -431362.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -431472.500000 Penalty: 2640.637695
	Iteration 4F: 3 clusters Score -431472.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -431552.937500 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -431552.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -431618.250000 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -431618.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -431671.125000 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -431671.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -431729.125000 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -431729.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -431792.625000 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -431792.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -431846.625000 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -431846.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -431892.000000 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -431892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -431944.437500 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -431944.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -431979.125000 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -431979.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -432010.312500 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -432010.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -432031.093750 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -432031.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -432056.250000 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -432056.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -432081.468750 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -432081.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -432107.375000 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -432107.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -432124.281250 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -432124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -432131.468750 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -432131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -432133.812500 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -432133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -432134.062500 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -432134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -432134.062500 Penalty: 2640.637695
	Iteration 23F: 3 clusters Score -432134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -195249.640625 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -195249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -193400.765625 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -193400.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193959.500000 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -193959.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -194161.281250 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -194161.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194290.015625 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -194290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194359.671875 Penalty: 2425.965820
	Iteration 4Q: 3 clusters Score -194359.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -194413.890625 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -194413.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -194459.281250 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -194459.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -194497.140625 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -194497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194531.921875 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -194531.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -194556.390625 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -194556.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -194570.453125 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -194570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194584.640625 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -194584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -194592.578125 Penalty: 2425.965820
	Iteration 12Q: 3 clusters Score -194592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -194594.875000 Penalty: 2425.965820
	Iteration 13Q: 3 clusters Score -194594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194599.921875 Penalty: 2425.965820
	Iteration 14Q: 3 clusters Score -194599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -194606.875000 Penalty: 2425.965820
	Iteration 15Q: 3 clusters Score -194606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -194610.062500 Penalty: 2425.965820
	Iteration 16Q: 3 clusters Score -194610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -194612.296875 Penalty: 2425.965820
	Iteration 17Q: 3 clusters Score -194612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -194613.062500 Penalty: 2425.965820
	Iteration 18Q: 3 clusters Score -194613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -194613.062500 Penalty: 2425.965820
	Iteration 19F: 3 clusters Score -194613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -452975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -449991.093750 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -449991.1 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -450806.875000 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -450806.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -451070.125000 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -451070.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -451303.281250 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -451303.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -451579.062500 Penalty: 2649.089600
	Iteration 4F: 3 clusters Score -451579.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -451898.312500 Penalty: 2649.089600
	Iteration 5F: 3 clusters Score -451898.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -452156.937500 Penalty: 2649.089600
	Iteration 6F: 3 clusters Score -452156.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -452302.531250 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -452302.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -452388.468750 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -452388.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -452449.156250 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -452449.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -452491.250000 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -452491.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -452522.718750 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -452522.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -452555.000000 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -452555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -452570.250000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -452570.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -452579.500000 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -452579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -452586.343750 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -452586.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -452590.187500 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -452590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -452596.281250 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -452596.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -452602.218750 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -452602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -452609.062500 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -452609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -452612.937500 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -452612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -452616.593750 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -452616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -452619.250000 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -452619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -452624.375000 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -452624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -452626.875000 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -452626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -452627.875000 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -452627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -452629.281250 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -452629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -452631.031250 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -452631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -452632.562500 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -452632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -452632.500000 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -452632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -452633.250000 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -452633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -452633.250000 Penalty: 2649.089600
	Iteration 31F: 3 clusters Score -452633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -483248.437500 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -483248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -480063.468750 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -480063.5 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -480961.687500 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -480961.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -481244.687500 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -481244.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -481446.500000 Penalty: 2676.578125
	Iteration 3F: 3 clusters Score -481446.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -481631.968750 Penalty: 2676.578125
	Iteration 4F: 3 clusters Score -481632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -481797.812500 Penalty: 2676.578125
	Iteration 5F: 3 clusters Score -481797.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -481930.093750 Penalty: 2676.578125
	Iteration 6Q: 3 clusters Score -481930.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -482040.687500 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -482040.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -482107.250000 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -482107.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -482163.718750 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -482163.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -482214.375000 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -482214.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -482263.968750 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -482264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -482303.343750 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -482303.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -482348.843750 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -482348.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -482372.406250 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -482372.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -482390.968750 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -482391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -482406.250000 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -482406.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -482425.406250 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -482425.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -482432.968750 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -482433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -482437.625000 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -482437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -482439.062500 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -482439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -482440.718750 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -482440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -482443.031250 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -482443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -482445.250000 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -482445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -482447.375000 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -482447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -482449.562500 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -482449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -482449.500000 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -482449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -482449.500000 Penalty: 2676.578125
	Iteration 27F: 3 clusters Score -482449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 199 members 
Entering Unmasked Estep 
Score: -42812.886719 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42812.89 nChanged 93
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: -43100.535156 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -43100.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43178.023438 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -43178.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43220.839844 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -43220.84 nChanged 6
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: -43239.832031 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43239.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43252.937500 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43252.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43264.152344 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43264.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43274.753906 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -43274.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43277.960938 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -43277.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43277.960938 Penalty: 1946.412354
	Iteration 9F: 3 clusters Score -43277.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -603892.562500 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -603892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -600129.187500 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -600129.2 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -601148.562500 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -601148.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -601355.250000 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -601355.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -601495.562500 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -601495.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -601605.937500 Penalty: 2750.046143
	Iteration 4Q: 3 clusters Score -601605.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -601715.500000 Penalty: 2750.046143
	Iteration 5Q: 3 clusters Score -601715.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -601804.062500 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -601804.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -601873.125000 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -601873.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -601931.437500 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -601931.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -601985.562500 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -601985.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -602027.875000 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -602027.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -602056.312500 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -602056.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -602080.187500 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -602080.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -602099.062500 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -602099.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -602114.000000 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -602114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -602129.625000 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -602129.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -602141.812500 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -602141.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -602156.875000 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -602156.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -602170.187500 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -602170.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -602184.250000 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -602184.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -602198.625000 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -602198.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -602212.125000 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -602212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -602226.187500 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -602226.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -602243.187500 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -602243.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -602271.437500 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -602271.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -602302.375000 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -602302.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -602340.937500 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -602340.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -602383.312500 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -602383.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -602449.875000 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -602449.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -602509.000000 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -602509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -602554.875000 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -602554.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -602585.937500 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -602585.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -602612.062500 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -602612.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -602621.312500 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -602621.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -602628.250000 Penalty: 2750.046143
	Iteration 34Q: 3 clusters Score -602628.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -602634.437500 Penalty: 2750.046143
	Iteration 35Q: 3 clusters Score -602634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -602643.687500 Penalty: 2750.046143
	Iteration 36Q: 3 clusters Score -602643.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -602649.125000 Penalty: 2750.046143
	Iteration 37Q: 3 clusters Score -602649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -602654.187500 Penalty: 2750.046143
	Iteration 38Q: 3 clusters Score -602654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -602657.500000 Penalty: 2750.046143
	Iteration 39Q: 3 clusters Score -602657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -602661.125000 Penalty: 2750.046143
	Iteration 40F: 3 clusters Score -602661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -602661.750000 Penalty: 2750.046143
	Iteration 41Q: 3 clusters Score -602661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -602662.812500 Penalty: 2750.046143
	Iteration 42Q: 3 clusters Score -602662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -602662.750000 Penalty: 2750.046143
	Iteration 43Q: 3 clusters Score -602662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -602663.625000 Penalty: 2750.046143
	Iteration 44Q: 3 clusters Score -602663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -602665.687500 Penalty: 2750.046143
	Iteration 45Q: 3 clusters Score -602665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -602665.812500 Penalty: 2750.046143
	Iteration 46Q: 3 clusters Score -602665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -602666.562500 Penalty: 2750.046143
	Iteration 47Q: 3 clusters Score -602666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -602666.562500 Penalty: 2750.046143
	Iteration 48F: 3 clusters Score -602666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -130793.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -130793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129341.312500 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -129341.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129600.179688 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -129600.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129691.179688 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -129691.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129744.000000 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -129744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129763.953125 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -129764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129786.492188 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -129786.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129798.593750 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -129798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129808.773438 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -129808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129816.101562 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -129816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129821.140625 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -129821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129821.773438 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -129821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129822.242188 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -129822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129822.242188 Penalty: 2249.859131
	Iteration 12F: 3 clusters Score -129822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152204.671875 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152204.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152490.531250 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152490.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152577.765625 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152577.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152627.250000 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -152627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152660.234375 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152660.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152687.546875 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152687.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152708.265625 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152725.546875 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152725.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152741.234375 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152754.578125 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152761.140625 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152763.625000 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152763.625000 Penalty: 2296.046875
	Iteration 12F: 3 clusters Score -152763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -1006862.687500 Penalty: 1452.873413
	Iteration 0F: 2 clusters Score -1006863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1001198.437500 Penalty: 2905.746826
	Iteration 0F: 3 clusters Score -1001198 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1003030.562500 Penalty: 2905.746826
	Iteration 1F: 3 clusters Score -1003031 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1003364.687500 Penalty: 2905.746826
	Iteration 2F: 3 clusters Score -1003365 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1003679.062500 Penalty: 2905.746826
	Iteration 3F: 3 clusters Score -1003679 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1004006.875000 Penalty: 2905.746826
	Iteration 4F: 3 clusters Score -1004007 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1004332.000000 Penalty: 2905.746826
	Iteration 5F: 3 clusters Score -1004332 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1004661.562500 Penalty: 2905.746826
	Iteration 6F: 3 clusters Score -1004662 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1004972.500000 Penalty: 2905.746826
	Iteration 7F: 3 clusters Score -1004972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1005171.062500 Penalty: 2905.746826
	Iteration 8Q: 3 clusters Score -1005171 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1005311.187500 Penalty: 2905.746826
	Iteration 9Q: 3 clusters Score -1005311 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1005434.187500 Penalty: 2905.746826
	Iteration 10Q: 3 clusters Score -1005434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1005514.375000 Penalty: 2905.746826
	Iteration 11Q: 3 clusters Score -1005514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1005587.000000 Penalty: 2905.746826
	Iteration 12Q: 3 clusters Score -1005587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1005671.000000 Penalty: 2905.746826
	Iteration 13Q: 3 clusters Score -1005671 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1005760.062500 Penalty: 2905.746826
	Iteration 14Q: 3 clusters Score -1005760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1005832.812500 Penalty: 2905.746826
	Iteration 15Q: 3 clusters Score -1005833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1005886.562500 Penalty: 2905.746826
	Iteration 16Q: 3 clusters Score -1005887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1005910.500000 Penalty: 2905.746826
	Iteration 17Q: 3 clusters Score -1005910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1005931.687500 Penalty: 2905.746826
	Iteration 18Q: 3 clusters Score -1005932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1005945.062500 Penalty: 2905.746826
	Iteration 19Q: 3 clusters Score -1005945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1005950.000000 Penalty: 2905.746826
	Iteration 20F: 3 clusters Score -1005950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1005956.500000 Penalty: 2905.746826
	Iteration 21Q: 3 clusters Score -1005956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1005958.875000 Penalty: 2905.746826
	Iteration 22Q: 3 clusters Score -1005959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1005959.625000 Penalty: 2905.746826
	Iteration 23Q: 3 clusters Score -1005960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1005962.187500 Penalty: 2905.746826
	Iteration 24Q: 3 clusters Score -1005962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1005964.000000 Penalty: 2905.746826
	Iteration 25Q: 3 clusters Score -1005964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1005966.187500 Penalty: 2905.746826
	Iteration 26Q: 3 clusters Score -1005966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1005968.312500 Penalty: 2905.746826
	Iteration 27Q: 3 clusters Score -1005968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1005972.250000 Penalty: 2905.746826
	Iteration 28Q: 3 clusters Score -1005972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1005972.250000 Penalty: 2905.746826
	Iteration 29Q: 3 clusters Score -1005972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1005975.062500 Penalty: 2905.746826
	Iteration 30Q: 3 clusters Score -1005975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1005977.500000 Penalty: 2905.746826
	Iteration 31Q: 3 clusters Score -1005978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1005977.750000 Penalty: 2905.746826
	Iteration 32Q: 3 clusters Score -1005978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1005978.250000 Penalty: 2905.746826
	Iteration 33Q: 3 clusters Score -1005978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1005978.625000 Penalty: 2905.746826
	Iteration 34Q: 3 clusters Score -1005979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1005976.750000 Penalty: 2905.746826
	Iteration 35Q: 3 clusters Score -1005977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1005977.500000 Penalty: 2905.746826
	Iteration 36Q: 3 clusters Score -1005978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1005977.500000 Penalty: 2905.746826
	Iteration 37F: 3 clusters Score -1005978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Entering Unmasked Estep 
Score: -10177349.000000 Penalty: 1823.265747
	Iteration 0F: 2 clusters Score -1.017735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -10129393.000000 Penalty: 3646.531494
	Iteration 0F: 3 clusters Score -1.012939e+07 nChanged 35435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -10149680.000000 Penalty: 3646.531494
	Iteration 1F: 3 clusters Score -1.014968e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -10150240.000000 Penalty: 3646.531494
	Iteration 2Q: 3 clusters Score -1.015024e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10150816.000000 Penalty: 3646.531494
	Iteration 3Q: 3 clusters Score -1.015082e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -10151506.000000 Penalty: 3646.531494
	Iteration 4Q: 3 clusters Score -1.015151e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -10152563.000000 Penalty: 3646.531494
	Iteration 5Q: 3 clusters Score -1.015256e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -10154451.000000 Penalty: 3646.531494
	Iteration 6F: 3 clusters Score -1.015445e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -10157655.000000 Penalty: 3646.531494
	Iteration 7F: 3 clusters Score -1.015766e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -10162704.000000 Penalty: 3646.531494
	Iteration 8F: 3 clusters Score -1.01627e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -10168412.000000 Penalty: 3646.531494
	Iteration 9F: 3 clusters Score -1.016841e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -10172485.000000 Penalty: 3646.531494
	Iteration 10F: 3 clusters Score -1.017248e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10174470.000000 Penalty: 3646.531494
	Iteration 11Q: 3 clusters Score -1.017447e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10175381.000000 Penalty: 3646.531494
	Iteration 12Q: 3 clusters Score -1.017538e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10175731.000000 Penalty: 3646.531494
	Iteration 13Q: 3 clusters Score -1.017573e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10175854.000000 Penalty: 3646.531494
	Iteration 14Q: 3 clusters Score -1.017585e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10175954.000000 Penalty: 3646.531494
	Iteration 15Q: 3 clusters Score -1.017595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10176022.000000 Penalty: 3646.531494
	Iteration 16Q: 3 clusters Score -1.017602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10176054.000000 Penalty: 3646.531494
	Iteration 17Q: 3 clusters Score -1.017605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10176073.000000 Penalty: 3646.531494
	Iteration 18Q: 3 clusters Score -1.017607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176089.000000 Penalty: 3646.531494
	Iteration 19Q: 3 clusters Score -1.017609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10176092.000000 Penalty: 3646.531494
	Iteration 20F: 3 clusters Score -1.017609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10176097.000000 Penalty: 3646.531494
	Iteration 21Q: 3 clusters Score -1.01761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10176105.000000 Penalty: 3646.531494
	Iteration 22Q: 3 clusters Score -1.01761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176107.000000 Penalty: 3646.531494
	Iteration 23Q: 3 clusters Score -1.017611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176113.000000 Penalty: 3646.531494
	Iteration 24Q: 3 clusters Score -1.017611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10176124.000000 Penalty: 3646.531494
	Iteration 25Q: 3 clusters Score -1.017612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176120.000000 Penalty: 3646.531494
	Iteration 26Q: 3 clusters Score -1.017612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10176129.000000 Penalty: 3646.531494
	Iteration 27Q: 3 clusters Score -1.017613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10176123.000000 Penalty: 3646.531494
	Iteration 28Q: 3 clusters Score -1.017612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176125.000000 Penalty: 3646.531494
	Iteration 29Q: 3 clusters Score -1.017612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10176125.000000 Penalty: 3646.531494
	Iteration 30F: 3 clusters Score -1.017612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 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 353 members 
Entering Unmasked Estep 
Score: -81627.414062 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81627.41 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81832.773438 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81832.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81911.164062 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81911.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81964.101562 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -81964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82000.796875 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82032.507812 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82032.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82127.062500 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82127.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82251.289062 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82251.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82332.679688 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82332.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82368.835938 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82368.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82376.921875 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82376.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82382.265625 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82382.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82385.039062 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82385.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82391.476562 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82391.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82395.453125 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82395.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82395.781250 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82395.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82395.781250 Penalty: 2110.961182
	Iteration 16F: 3 clusters Score -82395.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Entering Unmasked Estep 
Score: -4433205.500000 Penalty: 1696.563477
	Iteration 0F: 2 clusters Score -4433206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4410432.000000 Penalty: 3393.126953
	Iteration 0F: 3 clusters Score -4410432 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4420326.000000 Penalty: 3393.126953
	Iteration 1F: 3 clusters Score -4420326 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4421711.500000 Penalty: 3393.126953
	Iteration 2F: 3 clusters Score -4421712 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4423192.000000 Penalty: 3393.126953
	Iteration 3F: 3 clusters Score -4423192 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4424623.000000 Penalty: 3393.126953
	Iteration 4F: 3 clusters Score -4424623 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4425809.000000 Penalty: 3393.126953
	Iteration 5F: 3 clusters Score -4425809 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4426672.500000 Penalty: 3393.126953
	Iteration 6Q: 3 clusters Score -4426672 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4427296.500000 Penalty: 3393.126953
	Iteration 7Q: 3 clusters Score -4427296 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4427790.000000 Penalty: 3393.126953
	Iteration 8Q: 3 clusters Score -4427790 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4428235.500000 Penalty: 3393.126953
	Iteration 9Q: 3 clusters Score -4428236 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -4428701.000000 Penalty: 3393.126953
	Iteration 10Q: 3 clusters Score -4428701 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4429210.000000 Penalty: 3393.126953
	Iteration 11Q: 3 clusters Score -4429210 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4429593.000000 Penalty: 3393.126953
	Iteration 12Q: 3 clusters Score -4429593 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4429985.500000 Penalty: 3393.126953
	Iteration 13Q: 3 clusters Score -4429986 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4430368.500000 Penalty: 3393.126953
	Iteration 14Q: 3 clusters Score -4430368 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4430750.500000 Penalty: 3393.126953
	Iteration 15Q: 3 clusters Score -4430750 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4431094.000000 Penalty: 3393.126953
	Iteration 16Q: 3 clusters Score -4431094 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4431415.000000 Penalty: 3393.126953
	Iteration 17Q: 3 clusters Score -4431415 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4431747.000000 Penalty: 3393.126953
	Iteration 18Q: 3 clusters Score -4431747 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4431973.000000 Penalty: 3393.126953
	Iteration 19Q: 3 clusters Score -4431973 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4432152.500000 Penalty: 3393.126953
	Iteration 20F: 3 clusters Score -4432152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4432260.500000 Penalty: 3393.126953
	Iteration 21Q: 3 clusters Score -4432260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4432332.500000 Penalty: 3393.126953
	Iteration 22Q: 3 clusters Score -4432332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4432376.500000 Penalty: 3393.126953
	Iteration 23Q: 3 clusters Score -4432376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4432400.000000 Penalty: 3393.126953
	Iteration 24Q: 3 clusters Score -4432400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4432433.000000 Penalty: 3393.126953
	Iteration 25Q: 3 clusters Score -4432433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4432456.000000 Penalty: 3393.126953
	Iteration 26Q: 3 clusters Score -4432456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4432479.000000 Penalty: 3393.126953
	Iteration 27Q: 3 clusters Score -4432479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4432525.500000 Penalty: 3393.126953
	Iteration 28Q: 3 clusters Score -4432526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4432549.500000 Penalty: 3393.126953
	Iteration 29Q: 3 clusters Score -4432550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4432566.000000 Penalty: 3393.126953
	Iteration 30Q: 3 clusters Score -4432566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4432575.500000 Penalty: 3393.126953
	Iteration 31Q: 3 clusters Score -4432576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4432578.500000 Penalty: 3393.126953
	Iteration 32Q: 3 clusters Score -4432578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4432585.500000 Penalty: 3393.126953
	Iteration 33Q: 3 clusters Score -4432586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4432585.000000 Penalty: 3393.126953
	Iteration 34Q: 3 clusters Score -4432585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4432591.000000 Penalty: 3393.126953
	Iteration 35Q: 3 clusters Score -4432591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4432596.500000 Penalty: 3393.126953
	Iteration 36Q: 3 clusters Score -4432596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4432595.000000 Penalty: 3393.126953
	Iteration 37Q: 3 clusters Score -4432595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4432600.500000 Penalty: 3393.126953
	Iteration 38Q: 3 clusters Score -4432600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4432597.500000 Penalty: 3393.126953
	Iteration 39Q: 3 clusters Score -4432598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4432597.500000 Penalty: 3393.126953
	Iteration 40F: 3 clusters Score -4432598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4432596.000000 Penalty: 3393.126953
	Iteration 41Q: 3 clusters Score -4432596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4432595.500000 Penalty: 3393.126953
	Iteration 42Q: 3 clusters Score -4432596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4432598.000000 Penalty: 3393.126953
	Iteration 43Q: 3 clusters Score -4432598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4432598.000000 Penalty: 3393.126953
	Iteration 44F: 3 clusters Score -4432598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58541.714844 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58541.71 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58697.382812 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58697.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58755.945312 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58755.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58788.257812 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58788.26 nChanged 13
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: -58820.867188 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58820.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58853.503906 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58870.632812 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58870.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58880.136719 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58880.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58886.613281 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58886.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58895.109375 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -58895.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58901.187500 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -58901.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58905.195312 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -58905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58913.867188 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -58913.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58916.117188 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -58916.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58917.812500 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -58917.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58917.812500 Penalty: 2009.177612
	Iteration 15F: 3 clusters Score -58917.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3455736.750000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455737 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3462162.500000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462162 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3462425.000000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462425 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3462676.750000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3462677 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3462931.000000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3462931 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3463163.500000 Penalty: 3303.776855
	Iteration 5Q: 3 clusters Score -3463164 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3463407.250000 Penalty: 3303.776855
	Iteration 6Q: 3 clusters Score -3463407 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3463781.500000 Penalty: 3303.776855
	Iteration 7Q: 3 clusters Score -3463782 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3464319.250000 Penalty: 3303.776855
	Iteration 8Q: 3 clusters Score -3464319 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3465122.000000 Penalty: 3303.776855
	Iteration 9F: 3 clusters Score -3465122 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3466293.500000 Penalty: 3303.776855
	Iteration 10F: 3 clusters Score -3466294 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3467785.250000 Penalty: 3303.776855
	Iteration 11F: 3 clusters Score -3467785 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3469284.750000 Penalty: 3303.776855
	Iteration 12F: 3 clusters Score -3469285 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3470534.750000 Penalty: 3303.776855
	Iteration 13F: 3 clusters Score -3470535 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3471362.000000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3471362 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3471835.750000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3471836 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3472085.250000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472085 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3472240.250000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3472346.250000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3472411.500000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3472460.000000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3472488.750000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3472501.000000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3472506.500000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3472506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3472510.500000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3472510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3472509.750000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3472510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3472511.250000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3472511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3472511.250000 Penalty: 3303.776855
	Iteration 27F: 3 clusters Score -3472511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159952.890625 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159952.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160183.750000 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160183.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160237.828125 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160267.703125 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160267.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -160283.656250 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160292.296875 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160296.859375 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160299.984375 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160303.390625 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160304.937500 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -160305.984375 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160306.593750 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160306.906250 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160307.312500 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160307.312500 Penalty: 2244.369873
	Iteration 14F: 3 clusters Score -160307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 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 126 members 
Entering Unmasked Estep 
Score: -32110.470703 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32110.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32209.808594 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32209.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32232.625000 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32232.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32248.544922 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32248.54 nChanged 1
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: -32251.539062 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32251.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32255.601562 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32258.671875 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -32258.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32258.671875 Penalty: 1802.182617
	Iteration 7F: 3 clusters Score -32258.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -648305.312500 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -648305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -644418.375000 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -644418.4 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -645539.750000 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -645539.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -645834.250000 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -645834.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -646138.250000 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -646138.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -646446.125000 Penalty: 2763.176025
	Iteration 4F: 3 clusters Score -646446.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -646682.625000 Penalty: 2763.176025
	Iteration 5F: 3 clusters Score -646682.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -646889.062500 Penalty: 2763.176025
	Iteration 6F: 3 clusters Score -646889.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -647090.562500 Penalty: 2763.176025
	Iteration 7F: 3 clusters Score -647090.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -647218.312500 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -647218.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -647293.312500 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -647293.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -647362.875000 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -647362.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -647416.875000 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -647416.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -647456.687500 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -647456.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -647486.500000 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -647486.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -647508.375000 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -647508.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -647527.750000 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -647527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -647538.312500 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -647538.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -647546.500000 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -647546.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -647554.250000 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -647554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -647558.250000 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -647558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -647562.125000 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -647562.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -647566.562500 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -647566.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -647570.687500 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -647570.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -647575.375000 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -647575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -647587.312500 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -647587.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -647599.437500 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -647599.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -647611.500000 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -647611.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -647624.062500 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -647624.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -647654.812500 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -647654.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -647701.187500 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -647701.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -647775.375000 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -647775.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -647907.937500 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -647907.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -648038.687500 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -648038.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -648134.375000 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -648134.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -648174.687500 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -648174.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -648197.937500 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -648197.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -648206.125000 Penalty: 2763.176025
	Iteration 36Q: 3 clusters Score -648206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -648212.437500 Penalty: 2763.176025
	Iteration 37Q: 3 clusters Score -648212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -648215.750000 Penalty: 2763.176025
	Iteration 38Q: 3 clusters Score -648215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -648220.562500 Penalty: 2763.176025
	Iteration 39Q: 3 clusters Score -648220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -648229.750000 Penalty: 2763.176025
	Iteration 40F: 3 clusters Score -648229.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -648240.125000 Penalty: 2763.176025
	Iteration 41Q: 3 clusters Score -648240.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -648247.250000 Penalty: 2763.176025
	Iteration 42Q: 3 clusters Score -648247.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -648252.500000 Penalty: 2763.176025
	Iteration 43Q: 3 clusters Score -648252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -648254.562500 Penalty: 2763.176025
	Iteration 44Q: 3 clusters Score -648254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -648257.562500 Penalty: 2763.176025
	Iteration 45Q: 3 clusters Score -648257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -648258.687500 Penalty: 2763.176025
	Iteration 46Q: 3 clusters Score -648258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -648260.062500 Penalty: 2763.176025
	Iteration 47Q: 3 clusters Score -648260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -648261.125000 Penalty: 2763.176025
	Iteration 48Q: 3 clusters Score -648261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -648266.750000 Penalty: 2763.176025
	Iteration 49Q: 3 clusters Score -648266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -648271.937500 Penalty: 2763.176025
	Iteration 50Q: 3 clusters Score -648271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -648277.687500 Penalty: 2763.176025
	Iteration 51Q: 3 clusters Score -648277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -648276.562500 Penalty: 2763.176025
	Iteration 52Q: 3 clusters Score -648276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -648280.250000 Penalty: 2763.176025
	Iteration 53Q: 3 clusters Score -648280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -648282.250000 Penalty: 2763.176025
	Iteration 54Q: 3 clusters Score -648282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -648282.875000 Penalty: 2763.176025
	Iteration 55Q: 3 clusters Score -648282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -648285.312500 Penalty: 2763.176025
	Iteration 56Q: 3 clusters Score -648285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -648284.500000 Penalty: 2763.176025
	Iteration 57Q: 3 clusters Score -648284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648285.687500 Penalty: 2763.176025
	Iteration 58Q: 3 clusters Score -648285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -648285.937500 Penalty: 2763.176025
	Iteration 59Q: 3 clusters Score -648285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -648286.500000 Penalty: 2763.176025
	Iteration 60F: 3 clusters Score -648286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34695.218750 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34695.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34924.546875 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34924.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35006.566406 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -35006.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35062.148438 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -35062.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35080.699219 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -35080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35095.609375 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35095.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35103.730469 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35103.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35108.117188 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -35108.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35119.195312 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -35119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35123.007812 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -35123.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35127.367188 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -35127.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35127.996094 Penalty: 1864.385986
	Iteration 11Q: 3 clusters Score -35128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35127.996094 Penalty: 1864.385986
	Iteration 12F: 3 clusters Score -35128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15431.785156 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15431.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15539.198242 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15584.825195 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15584.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15614.604492 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15634.495117 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -15639.512695 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15639.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15642.333984 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -15642.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15642.333984 Penalty: 1676.692993
	Iteration 7F: 3 clusters Score -15642.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -1022015.250000 Penalty: 1461.996216
	Iteration 0F: 2 clusters Score -1022015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1016086.500000 Penalty: 2923.992432
	Iteration 0F: 3 clusters Score -1016086 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1018026.875000 Penalty: 2923.992432
	Iteration 1F: 3 clusters Score -1018027 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1018385.750000 Penalty: 2923.992432
	Iteration 2F: 3 clusters Score -1018386 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1018720.812500 Penalty: 2923.992432
	Iteration 3F: 3 clusters Score -1018721 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1019009.687500 Penalty: 2923.992432
	Iteration 4F: 3 clusters Score -1019010 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1019276.312500 Penalty: 2923.992432
	Iteration 5F: 3 clusters Score -1019276 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1019535.687500 Penalty: 2923.992432
	Iteration 6F: 3 clusters Score -1019536 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1019791.750000 Penalty: 2923.992432
	Iteration 7Q: 3 clusters Score -1019792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1020005.687500 Penalty: 2923.992432
	Iteration 8Q: 3 clusters Score -1020006 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1020184.125000 Penalty: 2923.992432
	Iteration 9Q: 3 clusters Score -1020184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1020330.062500 Penalty: 2923.992432
	Iteration 10Q: 3 clusters Score -1020330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1020464.937500 Penalty: 2923.992432
	Iteration 11Q: 3 clusters Score -1020465 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1020560.500000 Penalty: 2923.992432
	Iteration 12Q: 3 clusters Score -1020560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1020645.125000 Penalty: 2923.992432
	Iteration 13Q: 3 clusters Score -1020645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1020716.687500 Penalty: 2923.992432
	Iteration 14Q: 3 clusters Score -1020717 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1020768.812500 Penalty: 2923.992432
	Iteration 15Q: 3 clusters Score -1020769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1020812.937500 Penalty: 2923.992432
	Iteration 16Q: 3 clusters Score -1020813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1020848.125000 Penalty: 2923.992432
	Iteration 17Q: 3 clusters Score -1020848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1020876.812500 Penalty: 2923.992432
	Iteration 18Q: 3 clusters Score -1020877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1020892.500000 Penalty: 2923.992432
	Iteration 19Q: 3 clusters Score -1020892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1020912.875000 Penalty: 2923.992432
	Iteration 20F: 3 clusters Score -1020913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1020925.250000 Penalty: 2923.992432
	Iteration 21Q: 3 clusters Score -1020925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1020942.187500 Penalty: 2923.992432
	Iteration 22Q: 3 clusters Score -1020942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1020960.750000 Penalty: 2923.992432
	Iteration 23Q: 3 clusters Score -1020961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1020978.500000 Penalty: 2923.992432
	Iteration 24Q: 3 clusters Score -1020978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1020990.500000 Penalty: 2923.992432
	Iteration 25Q: 3 clusters Score -1020990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1021002.937500 Penalty: 2923.992432
	Iteration 26Q: 3 clusters Score -1021003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1021016.250000 Penalty: 2923.992432
	Iteration 27Q: 3 clusters Score -1021016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1021026.750000 Penalty: 2923.992432
	Iteration 28Q: 3 clusters Score -1021027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1021038.812500 Penalty: 2923.992432
	Iteration 29Q: 3 clusters Score -1021039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1021047.312500 Penalty: 2923.992432
	Iteration 30Q: 3 clusters Score -1021047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1021052.250000 Penalty: 2923.992432
	Iteration 31Q: 3 clusters Score -1021052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1021055.750000 Penalty: 2923.992432
	Iteration 32Q: 3 clusters Score -1021056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1021055.437500 Penalty: 2923.992432
	Iteration 33Q: 3 clusters Score -1021055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1021054.062500 Penalty: 2923.992432
	Iteration 34Q: 3 clusters Score -1021054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1021057.062500 Penalty: 2923.992432
	Iteration 35Q: 3 clusters Score -1021057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1021057.000000 Penalty: 2923.992432
	Iteration 36Q: 3 clusters Score -1021057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1021057.750000 Penalty: 2923.992432
	Iteration 37Q: 3 clusters Score -1021058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1021058.625000 Penalty: 2923.992432
	Iteration 38Q: 3 clusters Score -1021059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1021059.000000 Penalty: 2923.992432
	Iteration 39Q: 3 clusters Score -1021059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1021058.500000 Penalty: 2923.992432
	Iteration 40F: 3 clusters Score -1021058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1021059.937500 Penalty: 2923.992432
	Iteration 41Q: 3 clusters Score -1021060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1021061.250000 Penalty: 2923.992432
	Iteration 42Q: 3 clusters Score -1021061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1021063.125000 Penalty: 2923.992432
	Iteration 43Q: 3 clusters Score -1021063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1021066.500000 Penalty: 2923.992432
	Iteration 44Q: 3 clusters Score -1021066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1021071.375000 Penalty: 2923.992432
	Iteration 45Q: 3 clusters Score -1021071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1021077.000000 Penalty: 2923.992432
	Iteration 46Q: 3 clusters Score -1021077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1021080.250000 Penalty: 2923.992432
	Iteration 47Q: 3 clusters Score -1021080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1021080.937500 Penalty: 2923.992432
	Iteration 48Q: 3 clusters Score -1021081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1021083.937500 Penalty: 2923.992432
	Iteration 49Q: 3 clusters Score -1021084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1021084.062500 Penalty: 2923.992432
	Iteration 50Q: 3 clusters Score -1021084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1021085.000000 Penalty: 2923.992432
	Iteration 51Q: 3 clusters Score -1021085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1021086.625000 Penalty: 2923.992432
	Iteration 52Q: 3 clusters Score -1021087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1021090.687500 Penalty: 2923.992432
	Iteration 53Q: 3 clusters Score -1021091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1021091.000000 Penalty: 2923.992432
	Iteration 54Q: 3 clusters Score -1021091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1021091.000000 Penalty: 2923.992432
	Iteration 55Q: 3 clusters Score -1021091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1021092.062500 Penalty: 2923.992432
	Iteration 56Q: 3 clusters Score -1021092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1021092.312500 Penalty: 2923.992432
	Iteration 57Q: 3 clusters Score -1021092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1021092.437500 Penalty: 2923.992432
	Iteration 58Q: 3 clusters Score -1021092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1021092.625000 Penalty: 2923.992432
	Iteration 59Q: 3 clusters Score -1021093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1021092.625000 Penalty: 2923.992432
	Iteration 60F: 3 clusters Score -1021093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -501793.187500 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -501793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -498392.093750 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -498392.1 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -499460.812500 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -499460.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499737.343750 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -499737.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -499984.781250 Penalty: 2708.000244
	Iteration 3F: 3 clusters Score -499984.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -500175.062500 Penalty: 2708.000244
	Iteration 4F: 3 clusters Score -500175.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -500325.968750 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -500326 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -500426.468750 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -500426.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -500508.937500 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -500508.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -500591.843750 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -500591.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -500678.531250 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -500678.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -500745.781250 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -500745.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -500789.312500 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -500789.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -500832.343750 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -500832.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -500866.593750 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -500866.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -500906.093750 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -500906.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -500940.000000 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -500940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -500964.468750 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -500964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -500984.343750 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -500984.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -501005.718750 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -501005.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -501025.500000 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -501025.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -501053.156250 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -501053.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -501078.656250 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -501078.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -501112.843750 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -501112.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -501133.375000 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -501133.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -501149.687500 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -501149.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -501163.156250 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -501163.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -501172.093750 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -501172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -501179.062500 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -501179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -501183.687500 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -501183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -501189.062500 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -501189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -501195.750000 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -501195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -501201.781250 Penalty: 2708.000244
	Iteration 31Q: 3 clusters Score -501201.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -501207.937500 Penalty: 2708.000244
	Iteration 32Q: 3 clusters Score -501207.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -501215.437500 Penalty: 2708.000244
	Iteration 33Q: 3 clusters Score -501215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -501218.156250 Penalty: 2708.000244
	Iteration 34Q: 3 clusters Score -501218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -501222.531250 Penalty: 2708.000244
	Iteration 35Q: 3 clusters Score -501222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -501224.968750 Penalty: 2708.000244
	Iteration 36Q: 3 clusters Score -501225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -501228.656250 Penalty: 2708.000244
	Iteration 37Q: 3 clusters Score -501228.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -501234.000000 Penalty: 2708.000244
	Iteration 38Q: 3 clusters Score -501234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -501241.250000 Penalty: 2708.000244
	Iteration 39Q: 3 clusters Score -501241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -501247.343750 Penalty: 2708.000244
	Iteration 40F: 3 clusters Score -501247.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -501251.656250 Penalty: 2708.000244
	Iteration 41Q: 3 clusters Score -501251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -501253.406250 Penalty: 2708.000244
	Iteration 42Q: 3 clusters Score -501253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -501257.781250 Penalty: 2708.000244
	Iteration 43Q: 3 clusters Score -501257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -501261.781250 Penalty: 2708.000244
	Iteration 44Q: 3 clusters Score -501261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -501266.062500 Penalty: 2708.000244
	Iteration 45Q: 3 clusters Score -501266.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -501268.750000 Penalty: 2708.000244
	Iteration 46Q: 3 clusters Score -501268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -501268.937500 Penalty: 2708.000244
	Iteration 47Q: 3 clusters Score -501268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -501269.937500 Penalty: 2708.000244
	Iteration 48Q: 3 clusters Score -501269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -501270.406250 Penalty: 2708.000244
	Iteration 49Q: 3 clusters Score -501270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -501270.406250 Penalty: 2708.000244
	Iteration 50F: 3 clusters Score -501270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21421.767578 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21421.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21624.689453 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21624.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21706.648438 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -21706.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21733.972656 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21733.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21754.830078 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21754.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21754.830078 Penalty: 1726.791992
	Iteration 5F: 3 clusters Score -21754.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -623693.625000 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -623693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -619805.125000 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -619805.1 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -620932.250000 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -620932.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -621150.375000 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -621150.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -621296.187500 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -621296.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -621419.562500 Penalty: 2760.924561
	Iteration 4Q: 3 clusters Score -621419.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -621522.750000 Penalty: 2760.924561
	Iteration 5Q: 3 clusters Score -621522.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -621609.687500 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -621609.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -621678.312500 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -621678.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -621741.250000 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -621741.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -621807.000000 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -621807 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -621882.562500 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -621882.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -621952.125000 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -621952.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -622033.125000 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -622033.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -622102.562500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -622102.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -622160.125000 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -622160.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -622212.062500 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -622212.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -622246.500000 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -622246.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -622270.562500 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -622270.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -622292.437500 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -622292.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -622313.125000 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -622313.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -622325.187500 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -622325.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -622340.812500 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -622340.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -622350.062500 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -622350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -622355.437500 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -622355.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -622363.125000 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -622363.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -622371.250000 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -622371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -622376.812500 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -622376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -622381.437500 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -622381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -622387.812500 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -622387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -622392.312500 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -622392.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -622395.125000 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -622395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -622400.312500 Penalty: 2760.924561
	Iteration 31Q: 3 clusters Score -622400.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -622404.750000 Penalty: 2760.924561
	Iteration 32Q: 3 clusters Score -622404.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -622414.437500 Penalty: 2760.924561
	Iteration 33Q: 3 clusters Score -622414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -622420.812500 Penalty: 2760.924561
	Iteration 34Q: 3 clusters Score -622420.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -622424.625000 Penalty: 2760.924561
	Iteration 35Q: 3 clusters Score -622424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -622429.000000 Penalty: 2760.924561
	Iteration 36Q: 3 clusters Score -622429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -622435.375000 Penalty: 2760.924561
	Iteration 37Q: 3 clusters Score -622435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -622439.875000 Penalty: 2760.924561
	Iteration 38Q: 3 clusters Score -622439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -622441.875000 Penalty: 2760.924561
	Iteration 39Q: 3 clusters Score -622441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -622443.875000 Penalty: 2760.924561
	Iteration 40F: 3 clusters Score -622443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -622447.187500 Penalty: 2760.924561
	Iteration 41Q: 3 clusters Score -622447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -622452.937500 Penalty: 2760.924561
	Iteration 42Q: 3 clusters Score -622452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -622462.125000 Penalty: 2760.924561
	Iteration 43Q: 3 clusters Score -622462.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -622466.500000 Penalty: 2760.924561
	Iteration 44Q: 3 clusters Score -622466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -622469.687500 Penalty: 2760.924561
	Iteration 45Q: 3 clusters Score -622469.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -622475.062500 Penalty: 2760.924561
	Iteration 46Q: 3 clusters Score -622475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -622478.187500 Penalty: 2760.924561
	Iteration 47Q: 3 clusters Score -622478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -622478.687500 Penalty: 2760.924561
	Iteration 48Q: 3 clusters Score -622478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -622480.187500 Penalty: 2760.924561
	Iteration 49Q: 3 clusters Score -622480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -622480.625000 Penalty: 2760.924561
	Iteration 50Q: 3 clusters Score -622480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -622480.625000 Penalty: 2760.924561
	Iteration 51F: 3 clusters Score -622480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244621.468750 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244621.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -245053.671875 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245053.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -245164.546875 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245164.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -245255.656250 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245255.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -245327.062500 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245327.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -245386.750000 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245386.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -245456.234375 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245456.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245524.015625 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -245600.093750 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245600.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -245670.328125 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245670.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -245712.750000 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245712.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -245743.156250 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245743.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -245762.546875 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245762.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245778.625000 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245778.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245793.359375 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245793.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245807.765625 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -245817.062500 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -245825.218750 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -245835.921875 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245843.000000 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245846.250000 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -245848.343750 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245849.546875 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245850.421875 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245850.968750 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245850.968750 Penalty: 2453.964844
	Iteration 25F: 3 clusters Score -245851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 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 189 members 
Entering Unmasked Estep 
Score: -18139.208984 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18139.21 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18339.517578 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18339.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18441.001953 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18519.253906 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -18519.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18540.750000 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18540.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18551.464844 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18551.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18554.281250 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18554.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18554.853516 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18554.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18554.853516 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -18554.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -193495.000000 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -193495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191769.375000 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -191769.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -192125.906250 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -192125.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192229.468750 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -192229.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192298.140625 Penalty: 2370.672607
	Iteration 3F: 3 clusters Score -192298.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -192347.171875 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -192347.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192377.000000 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -192377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -192402.203125 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -192402.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192426.328125 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -192426.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -192456.718750 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -192456.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -192482.703125 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -192482.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -192517.734375 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -192517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192569.156250 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -192569.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192651.921875 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -192651.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192717.609375 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -192717.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192805.609375 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -192805.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192889.265625 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -192889.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192950.578125 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -192950.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -192994.265625 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -192994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -193020.265625 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -193020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -193041.812500 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -193041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -193054.265625 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -193054.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -193062.671875 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -193062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193068.765625 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -193068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -193077.546875 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -193077.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -193088.593750 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -193088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193098.078125 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -193098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193100.343750 Penalty: 2370.672607
	Iteration 26Q: 3 clusters Score -193100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193103.875000 Penalty: 2370.672607
	Iteration 27Q: 3 clusters Score -193103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193104.890625 Penalty: 2370.672607
	Iteration 28Q: 3 clusters Score -193104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -193107.406250 Penalty: 2370.672607
	Iteration 29Q: 3 clusters Score -193107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193107.640625 Penalty: 2370.672607
	Iteration 30Q: 3 clusters Score -193107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193108.312500 Penalty: 2370.672607
	Iteration 31Q: 3 clusters Score -193108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193108.625000 Penalty: 2370.672607
	Iteration 32Q: 3 clusters Score -193108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193108.625000 Penalty: 2370.672607
	Iteration 33F: 3 clusters Score -193108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (73687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Entering Unmasked Estep 
Score: -10058677.000000 Penalty: 1821.232056
	Iteration 0F: 2 clusters Score -1.005868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -10013260.000000 Penalty: 3642.464111
	Iteration 0F: 3 clusters Score -1.001326e+07 nChanged 35073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -10033798.000000 Penalty: 3642.464111
	Iteration 1F: 3 clusters Score -1.00338e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -10034948.000000 Penalty: 3642.464111
	Iteration 2Q: 3 clusters Score -1.003495e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -10037042.000000 Penalty: 3642.464111
	Iteration 3F: 3 clusters Score -1.003704e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -10040397.000000 Penalty: 3642.464111
	Iteration 4F: 3 clusters Score -1.00404e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -10045163.000000 Penalty: 3642.464111
	Iteration 5F: 3 clusters Score -1.004516e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -10050652.000000 Penalty: 3642.464111
	Iteration 6F: 3 clusters Score -1.005065e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -10054825.000000 Penalty: 3642.464111
	Iteration 7F: 3 clusters Score -1.005482e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -10056487.000000 Penalty: 3642.464111
	Iteration 8Q: 3 clusters Score -1.005649e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -10057267.000000 Penalty: 3642.464111
	Iteration 9Q: 3 clusters Score -1.005727e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -10057684.000000 Penalty: 3642.464111
	Iteration 10Q: 3 clusters Score -1.005768e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -10058040.000000 Penalty: 3642.464111
	Iteration 11Q: 3 clusters Score -1.005804e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10058307.000000 Penalty: 3642.464111
	Iteration 12Q: 3 clusters Score -1.005831e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -10058401.000000 Penalty: 3642.464111
	Iteration 13Q: 3 clusters Score -1.00584e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -10058474.000000 Penalty: 3642.464111
	Iteration 14Q: 3 clusters Score -1.005847e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -10058559.000000 Penalty: 3642.464111
	Iteration 15Q: 3 clusters Score -1.005856e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -10058617.000000 Penalty: 3642.464111
	Iteration 16Q: 3 clusters Score -1.005862e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -10058616.000000 Penalty: 3642.464111
	Iteration 17Q: 3 clusters Score -1.005862e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -10058594.000000 Penalty: 3642.464111
	Iteration 18Q: 3 clusters Score -1.005859e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -10058622.000000 Penalty: 3642.464111
	Iteration 19Q: 3 clusters Score -1.005862e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -10058614.000000 Penalty: 3642.464111
	Iteration 20F: 3 clusters Score -1.005861e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -10058618.000000 Penalty: 3642.464111
	Iteration 21Q: 3 clusters Score -1.005862e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10058616.000000 Penalty: 3642.464111
	Iteration 22Q: 3 clusters Score -1.005862e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -10058637.000000 Penalty: 3642.464111
	Iteration 23Q: 3 clusters Score -1.005864e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -10058636.000000 Penalty: 3642.464111
	Iteration 24Q: 3 clusters Score -1.005864e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -10058626.000000 Penalty: 3642.464111
	Iteration 25Q: 3 clusters Score -1.005863e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -10058622.000000 Penalty: 3642.464111
	Iteration 26Q: 3 clusters Score -1.005862e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -10058619.000000 Penalty: 3642.464111
	Iteration 27Q: 3 clusters Score -1.005862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -10058609.000000 Penalty: 3642.464111
	Iteration 28Q: 3 clusters Score -1.005861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -10058612.000000 Penalty: 3642.464111
	Iteration 29Q: 3 clusters Score -1.005861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -10058604.000000 Penalty: 3642.464111
	Iteration 30Q: 3 clusters Score -1.00586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -10058604.000000 Penalty: 3642.464111
	Iteration 31Q: 3 clusters Score -1.00586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -10058612.000000 Penalty: 3642.464111
	Iteration 32Q: 3 clusters Score -1.005861e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -10058592.000000 Penalty: 3642.464111
	Iteration 33Q: 3 clusters Score -1.005859e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -10058575.000000 Penalty: 3642.464111
	Iteration 34Q: 3 clusters Score -1.005858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -10058586.000000 Penalty: 3642.464111
	Iteration 35Q: 3 clusters Score -1.005859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -10058576.000000 Penalty: 3642.464111
	Iteration 36Q: 3 clusters Score -1.005858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -10058563.000000 Penalty: 3642.464111
	Iteration 37Q: 3 clusters Score -1.005856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -10058571.000000 Penalty: 3642.464111
	Iteration 38Q: 3 clusters Score -1.005857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -10058569.000000 Penalty: 3642.464111
	Iteration 39Q: 3 clusters Score -1.005857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -10058567.000000 Penalty: 3642.464111
	Iteration 40F: 3 clusters Score -1.005857e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -10058561.000000 Penalty: 3642.464111
	Iteration 41Q: 3 clusters Score -1.005856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -10058559.000000 Penalty: 3642.464111
	Iteration 42Q: 3 clusters Score -1.005856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -10058544.000000 Penalty: 3642.464111
	Iteration 43Q: 3 clusters Score -1.005854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -10058541.000000 Penalty: 3642.464111
	Iteration 44Q: 3 clusters Score -1.005854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -10058542.000000 Penalty: 3642.464111
	Iteration 45Q: 3 clusters Score -1.005854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -10058542.000000 Penalty: 3642.464111
	Iteration 46Q: 3 clusters Score -1.005854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -10058542.000000 Penalty: 3642.464111
	Iteration 47Q: 3 clusters Score -1.005854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -10058535.000000 Penalty: 3642.464111
	Iteration 48Q: 3 clusters Score -1.005854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 49Q: 3 clusters Score -1.005854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 50Q: 3 clusters Score -1.005854e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -10058565.000000 Penalty: 3642.464111
	Iteration 51Q: 3 clusters Score -1.005856e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -10058570.000000 Penalty: 3642.464111
	Iteration 52Q: 3 clusters Score -1.005857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -10058565.000000 Penalty: 3642.464111
	Iteration 53Q: 3 clusters Score -1.005856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10058557.000000 Penalty: 3642.464111
	Iteration 54Q: 3 clusters Score -1.005856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -10058565.000000 Penalty: 3642.464111
	Iteration 55Q: 3 clusters Score -1.005856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -10058562.000000 Penalty: 3642.464111
	Iteration 56Q: 3 clusters Score -1.005856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -10058547.000000 Penalty: 3642.464111
	Iteration 57Q: 3 clusters Score -1.005855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -10058539.000000 Penalty: 3642.464111
	Iteration 58Q: 3 clusters Score -1.005854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -10058548.000000 Penalty: 3642.464111
	Iteration 59Q: 3 clusters Score -1.005855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -10058563.000000 Penalty: 3642.464111
	Iteration 60F: 3 clusters Score -1.005856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -10058562.000000 Penalty: 3642.464111
	Iteration 61Q: 3 clusters Score -1.005856e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -10058555.000000 Penalty: 3642.464111
	Iteration 62Q: 3 clusters Score -1.005856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -10058560.000000 Penalty: 3642.464111
	Iteration 63Q: 3 clusters Score -1.005856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -10058568.000000 Penalty: 3642.464111
	Iteration 64Q: 3 clusters Score -1.005857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -10058564.000000 Penalty: 3642.464111
	Iteration 65Q: 3 clusters Score -1.005856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -10058545.000000 Penalty: 3642.464111
	Iteration 66Q: 3 clusters Score -1.005854e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 67Q: 3 clusters Score -1.005854e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -10058546.000000 Penalty: 3642.464111
	Iteration 68Q: 3 clusters Score -1.005855e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -10058546.000000 Penalty: 3642.464111
	Iteration 69Q: 3 clusters Score -1.005855e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -10058554.000000 Penalty: 3642.464111
	Iteration 70Q: 3 clusters Score -1.005855e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -10058559.000000 Penalty: 3642.464111
	Iteration 71Q: 3 clusters Score -1.005856e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -10058544.000000 Penalty: 3642.464111
	Iteration 72Q: 3 clusters Score -1.005854e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 73Q: 3 clusters Score -1.005854e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -10058525.000000 Penalty: 3642.464111
	Iteration 74Q: 3 clusters Score -1.005852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -10058522.000000 Penalty: 3642.464111
	Iteration 75Q: 3 clusters Score -1.005852e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -10058527.000000 Penalty: 3642.464111
	Iteration 76Q: 3 clusters Score -1.005853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -10058531.000000 Penalty: 3642.464111
	Iteration 77Q: 3 clusters Score -1.005853e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -10058525.000000 Penalty: 3642.464111
	Iteration 78Q: 3 clusters Score -1.005852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -10058528.000000 Penalty: 3642.464111
	Iteration 79Q: 3 clusters Score -1.005853e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -10058535.000000 Penalty: 3642.464111
	Iteration 80F: 3 clusters Score -1.005854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -10058526.000000 Penalty: 3642.464111
	Iteration 81Q: 3 clusters Score -1.005853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -10058527.000000 Penalty: 3642.464111
	Iteration 82Q: 3 clusters Score -1.005853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -10058522.000000 Penalty: 3642.464111
	Iteration 83Q: 3 clusters Score -1.005852e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -10058509.000000 Penalty: 3642.464111
	Iteration 84Q: 3 clusters Score -1.005851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -10058494.000000 Penalty: 3642.464111
	Iteration 85Q: 3 clusters Score -1.005849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -10058511.000000 Penalty: 3642.464111
	Iteration 86Q: 3 clusters Score -1.005851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -10058504.000000 Penalty: 3642.464111
	Iteration 87Q: 3 clusters Score -1.00585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -10058514.000000 Penalty: 3642.464111
	Iteration 88Q: 3 clusters Score -1.005851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -10058513.000000 Penalty: 3642.464111
	Iteration 89Q: 3 clusters Score -1.005851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -10058516.000000 Penalty: 3642.464111
	Iteration 90Q: 3 clusters Score -1.005852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -10058507.000000 Penalty: 3642.464111
	Iteration 91Q: 3 clusters Score -1.005851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -10058501.000000 Penalty: 3642.464111
	Iteration 92Q: 3 clusters Score -1.00585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -10058505.000000 Penalty: 3642.464111
	Iteration 93Q: 3 clusters Score -1.00585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -10058508.000000 Penalty: 3642.464111
	Iteration 94Q: 3 clusters Score -1.005851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -10058518.000000 Penalty: 3642.464111
	Iteration 95Q: 3 clusters Score -1.005852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -10058513.000000 Penalty: 3642.464111
	Iteration 96Q: 3 clusters Score -1.005851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -10058515.000000 Penalty: 3642.464111
	Iteration 97Q: 3 clusters Score -1.005852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -10058521.000000 Penalty: 3642.464111
	Iteration 98Q: 3 clusters Score -1.005852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -10058519.000000 Penalty: 3642.464111
	Iteration 99Q: 3 clusters Score -1.005852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -10058524.000000 Penalty: 3642.464111
	Iteration 100F: 3 clusters Score -1.005852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -10058534.000000 Penalty: 3642.464111
	Iteration 101Q: 3 clusters Score -1.005853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 102Q: 3 clusters Score -1.005854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 3642.464111
	Iteration 103Q: 3 clusters Score -1.005854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -10058537.000000 Penalty: 3642.464111
	Iteration 104Q: 3 clusters Score -1.005854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -10058535.000000 Penalty: 3642.464111
	Iteration 105Q: 3 clusters Score -1.005854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -10058530.000000 Penalty: 3642.464111
	Iteration 106Q: 3 clusters Score -1.005853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -10058535.000000 Penalty: 3642.464111
	Iteration 107Q: 3 clusters Score -1.005854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -10058537.000000 Penalty: 3642.464111
	Iteration 108Q: 3 clusters Score -1.005854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -10058529.000000 Penalty: 3642.464111
	Iteration 109Q: 3 clusters Score -1.005853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -10058529.000000 Penalty: 3642.464111
	Iteration 110F: 3 clusters Score -1.005853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -189062.750000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -189062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187288.328125 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -187288.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187661.203125 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -187661.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187789.640625 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -187789.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187913.265625 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -187913.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -187985.031250 Penalty: 2372.434082
	Iteration 4F: 3 clusters Score -187985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -188028.250000 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -188028.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -188072.890625 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -188072.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188115.437500 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -188115.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188164.312500 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -188164.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188197.531250 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -188197.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -188218.265625 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -188218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -188230.406250 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -188230.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188240.421875 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -188240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188250.437500 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -188250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -188258.796875 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -188258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188267.796875 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -188267.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188280.015625 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -188280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188291.265625 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -188291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188298.546875 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -188298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188304.234375 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -188304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188305.156250 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -188305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188306.484375 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -188306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -188310.593750 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -188310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188322.171875 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -188322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188332.031250 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -188332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188340.375000 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -188340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188346.796875 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -188346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188354.437500 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -188354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188360.578125 Penalty: 2372.434082
	Iteration 28Q: 3 clusters Score -188360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188364.343750 Penalty: 2372.434082
	Iteration 29Q: 3 clusters Score -188364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188366.828125 Penalty: 2372.434082
	Iteration 30Q: 3 clusters Score -188366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188369.875000 Penalty: 2372.434082
	Iteration 31Q: 3 clusters Score -188369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188373.062500 Penalty: 2372.434082
	Iteration 32Q: 3 clusters Score -188373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188373.562500 Penalty: 2372.434082
	Iteration 33Q: 3 clusters Score -188373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188373.562500 Penalty: 2372.434082
	Iteration 34F: 3 clusters Score -188373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Entering Unmasked Estep 
Score: -1876381.375000 Penalty: 1556.092773
	Iteration 0F: 2 clusters Score -1876381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1866425.375000 Penalty: 3112.185547
	Iteration 0F: 3 clusters Score -1866425 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1869969.750000 Penalty: 3112.185547
	Iteration 1F: 3 clusters Score -1869970 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1870452.250000 Penalty: 3112.185547
	Iteration 2F: 3 clusters Score -1870452 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1870909.125000 Penalty: 3112.185547
	Iteration 3F: 3 clusters Score -1870909 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1871292.375000 Penalty: 3112.185547
	Iteration 4F: 3 clusters Score -1871292 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1871634.875000 Penalty: 3112.185547
	Iteration 5F: 3 clusters Score -1871635 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1871972.625000 Penalty: 3112.185547
	Iteration 6Q: 3 clusters Score -1871973 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1872322.000000 Penalty: 3112.185547
	Iteration 7Q: 3 clusters Score -1872322 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1872689.750000 Penalty: 3112.185547
	Iteration 8Q: 3 clusters Score -1872690 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1873073.500000 Penalty: 3112.185547
	Iteration 9Q: 3 clusters Score -1873074 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1873460.375000 Penalty: 3112.185547
	Iteration 10Q: 3 clusters Score -1873460 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1873843.750000 Penalty: 3112.185547
	Iteration 11Q: 3 clusters Score -1873844 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1874109.000000 Penalty: 3112.185547
	Iteration 12Q: 3 clusters Score -1874109 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1874255.750000 Penalty: 3112.185547
	Iteration 13Q: 3 clusters Score -1874256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1874354.875000 Penalty: 3112.185547
	Iteration 14Q: 3 clusters Score -1874355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1874433.000000 Penalty: 3112.185547
	Iteration 15Q: 3 clusters Score -1874433 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1874506.875000 Penalty: 3112.185547
	Iteration 16Q: 3 clusters Score -1874507 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1874583.750000 Penalty: 3112.185547
	Iteration 17Q: 3 clusters Score -1874584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1874640.250000 Penalty: 3112.185547
	Iteration 18Q: 3 clusters Score -1874640 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1874690.000000 Penalty: 3112.185547
	Iteration 19Q: 3 clusters Score -1874690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1874751.250000 Penalty: 3112.185547
	Iteration 20F: 3 clusters Score -1874751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1874812.000000 Penalty: 3112.185547
	Iteration 21Q: 3 clusters Score -1874812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1874860.500000 Penalty: 3112.185547
	Iteration 22Q: 3 clusters Score -1874860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1874901.125000 Penalty: 3112.185547
	Iteration 23Q: 3 clusters Score -1874901 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1874952.000000 Penalty: 3112.185547
	Iteration 24Q: 3 clusters Score -1874952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1874990.250000 Penalty: 3112.185547
	Iteration 25Q: 3 clusters Score -1874990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1875025.875000 Penalty: 3112.185547
	Iteration 26Q: 3 clusters Score -1875026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1875059.875000 Penalty: 3112.185547
	Iteration 27Q: 3 clusters Score -1875060 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1875097.375000 Penalty: 3112.185547
	Iteration 28Q: 3 clusters Score -1875097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1875127.125000 Penalty: 3112.185547
	Iteration 29Q: 3 clusters Score -1875127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1875152.875000 Penalty: 3112.185547
	Iteration 30Q: 3 clusters Score -1875153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1875172.750000 Penalty: 3112.185547
	Iteration 31Q: 3 clusters Score -1875173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1875187.375000 Penalty: 3112.185547
	Iteration 32Q: 3 clusters Score -1875187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1875205.000000 Penalty: 3112.185547
	Iteration 33Q: 3 clusters Score -1875205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1875226.750000 Penalty: 3112.185547
	Iteration 34Q: 3 clusters Score -1875227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1875252.375000 Penalty: 3112.185547
	Iteration 35Q: 3 clusters Score -1875252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1875273.875000 Penalty: 3112.185547
	Iteration 36Q: 3 clusters Score -1875274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1875296.250000 Penalty: 3112.185547
	Iteration 37Q: 3 clusters Score -1875296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1875311.500000 Penalty: 3112.185547
	Iteration 38Q: 3 clusters Score -1875312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1875332.625000 Penalty: 3112.185547
	Iteration 39Q: 3 clusters Score -1875333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1875357.000000 Penalty: 3112.185547
	Iteration 40F: 3 clusters Score -1875357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1875399.625000 Penalty: 3112.185547
	Iteration 41Q: 3 clusters Score -1875400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1875436.625000 Penalty: 3112.185547
	Iteration 42Q: 3 clusters Score -1875437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1875462.000000 Penalty: 3112.185547
	Iteration 43Q: 3 clusters Score -1875462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1875491.625000 Penalty: 3112.185547
	Iteration 44Q: 3 clusters Score -1875492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1875535.875000 Penalty: 3112.185547
	Iteration 45Q: 3 clusters Score -1875536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1875584.625000 Penalty: 3112.185547
	Iteration 46Q: 3 clusters Score -1875585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1875636.875000 Penalty: 3112.185547
	Iteration 47Q: 3 clusters Score -1875637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1875661.375000 Penalty: 3112.185547
	Iteration 48Q: 3 clusters Score -1875661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1875672.750000 Penalty: 3112.185547
	Iteration 49Q: 3 clusters Score -1875673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1875679.375000 Penalty: 3112.185547
	Iteration 50Q: 3 clusters Score -1875679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1875686.500000 Penalty: 3112.185547
	Iteration 51Q: 3 clusters Score -1875686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1875690.125000 Penalty: 3112.185547
	Iteration 52Q: 3 clusters Score -1875690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1875697.375000 Penalty: 3112.185547
	Iteration 53Q: 3 clusters Score -1875697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1875700.000000 Penalty: 3112.185547
	Iteration 54Q: 3 clusters Score -1875700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1875698.875000 Penalty: 3112.185547
	Iteration 55Q: 3 clusters Score -1875699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1875700.875000 Penalty: 3112.185547
	Iteration 56Q: 3 clusters Score -1875701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1875702.500000 Penalty: 3112.185547
	Iteration 57Q: 3 clusters Score -1875702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1875701.000000 Penalty: 3112.185547
	Iteration 58Q: 3 clusters Score -1875701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1875703.625000 Penalty: 3112.185547
	Iteration 59Q: 3 clusters Score -1875704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1875700.750000 Penalty: 3112.185547
	Iteration 60F: 3 clusters Score -1875701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47856.164062 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47856.16 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48248.148438 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48248.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48430.582031 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48430.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48555.886719 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48555.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48614.742188 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -48614.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48675.085938 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48675.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48697.582031 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48697.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48713.687500 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48713.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48734.550781 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48734.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48736.429688 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48736.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48737.222656 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -48737.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48737.222656 Penalty: 2039.909058
	Iteration 11F: 3 clusters Score -48737.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -413652.531250 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -413652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -410872.312500 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -410872.3 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -411613.062500 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -411613.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -411756.375000 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -411756.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -411846.656250 Penalty: 2620.188232
	Iteration 3Q: 3 clusters Score -411846.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -411916.125000 Penalty: 2620.188232
	Iteration 4Q: 3 clusters Score -411916.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -411962.375000 Penalty: 2620.188232
	Iteration 5Q: 3 clusters Score -411962.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -412008.531250 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -412008.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -412071.312500 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -412071.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412147.718750 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -412147.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -412217.218750 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -412217.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -412279.125000 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -412279.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -412343.281250 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -412343.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -412420.468750 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -412420.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -412505.062500 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -412505.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -412587.250000 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -412587.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -412656.125000 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -412656.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -412714.750000 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -412714.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412759.812500 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -412759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -412796.812500 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -412796.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -412825.718750 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -412825.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -412850.531250 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -412850.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -412874.562500 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -412874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -412887.468750 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -412887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -412894.093750 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -412894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -412898.937500 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -412898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -412900.875000 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -412900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -412902.187500 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -412902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -412902.812500 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -412902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -412903.593750 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -412903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -412903.593750 Penalty: 2620.188232
	Iteration 29F: 3 clusters Score -412903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 237 members 
Entering Unmasked Estep 
Score: -62452.132812 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62452.13 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62702.589844 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62702.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62776.734375 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62776.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62810.128906 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62810.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62830.113281 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62830.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62849.523438 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62849.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62862.953125 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62862.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62876.414062 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62876.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62887.343750 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -62887.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62900.492188 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -62900.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62909.898438 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -62909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62919.363281 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -62919.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62925.828125 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -62925.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62925.828125 Penalty: 1998.945923
	Iteration 13F: 3 clusters Score -62925.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -328610.312500 Penalty: 1271.732178
	Iteration 0F: 2 clusters Score -328610.3 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 1273 members 
Entering Unmasked Estep 
Score: -326193.562500 Penalty: 2543.464355
	Iteration 0F: 3 clusters Score -326193.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -326741.406250 Penalty: 2543.464355
	Iteration 1F: 3 clusters Score -326741.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -326868.093750 Penalty: 2543.464355
	Iteration 2F: 3 clusters Score -326868.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -326946.031250 Penalty: 2543.464355
	Iteration 3Q: 3 clusters Score -326946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -327018.437500 Penalty: 2543.464355
	Iteration 4Q: 3 clusters Score -327018.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -327083.218750 Penalty: 2543.464355
	Iteration 5Q: 3 clusters Score -327083.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -327136.968750 Penalty: 2543.464355
	Iteration 6Q: 3 clusters Score -327137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -327189.343750 Penalty: 2543.464355
	Iteration 7Q: 3 clusters Score -327189.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -327241.375000 Penalty: 2543.464355
	Iteration 8Q: 3 clusters Score -327241.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -327290.593750 Penalty: 2543.464355
	Iteration 9Q: 3 clusters Score -327290.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -327358.968750 Penalty: 2543.464355
	Iteration 10Q: 3 clusters Score -327359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -327461.218750 Penalty: 2543.464355
	Iteration 11Q: 3 clusters Score -327461.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -327555.875000 Penalty: 2543.464355
	Iteration 12Q: 3 clusters Score -327555.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -327636.375000 Penalty: 2543.464355
	Iteration 13Q: 3 clusters Score -327636.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -327702.187500 Penalty: 2543.464355
	Iteration 14Q: 3 clusters Score -327702.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -327788.875000 Penalty: 2543.464355
	Iteration 15Q: 3 clusters Score -327788.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327866.781250 Penalty: 2543.464355
	Iteration 16Q: 3 clusters Score -327866.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -327948.656250 Penalty: 2543.464355
	Iteration 17Q: 3 clusters Score -327948.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -328007.843750 Penalty: 2543.464355
	Iteration 18Q: 3 clusters Score -328007.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -328050.000000 Penalty: 2543.464355
	Iteration 19Q: 3 clusters Score -328050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -328078.562500 Penalty: 2543.464355
	Iteration 20F: 3 clusters Score -328078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -328094.218750 Penalty: 2543.464355
	Iteration 21Q: 3 clusters Score -328094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -328137.968750 Penalty: 2543.464355
	Iteration 22Q: 3 clusters Score -328138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -328164.281250 Penalty: 2543.464355
	Iteration 23Q: 3 clusters Score -328164.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -328175.312500 Penalty: 2543.464355
	Iteration 24Q: 3 clusters Score -328175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -328184.375000 Penalty: 2543.464355
	Iteration 25Q: 3 clusters Score -328184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -328187.968750 Penalty: 2543.464355
	Iteration 26Q: 3 clusters Score -328188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -328193.812500 Penalty: 2543.464355
	Iteration 27Q: 3 clusters Score -328193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -328198.468750 Penalty: 2543.464355
	Iteration 28Q: 3 clusters Score -328198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -328199.500000 Penalty: 2543.464355
	Iteration 29Q: 3 clusters Score -328199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -328200.968750 Penalty: 2543.464355
	Iteration 30Q: 3 clusters Score -328201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -328200.968750 Penalty: 2543.464355
	Iteration 31F: 3 clusters Score -328201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -151335.218750 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -151335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149734.234375 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -149734.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150191.437500 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -150191.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150342.375000 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -150342.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150427.187500 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -150427.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150476.437500 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -150476.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150516.875000 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -150516.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -150540.937500 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -150540.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150562.671875 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -150562.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150572.953125 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -150573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150576.500000 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -150576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150576.765625 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -150576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150576.765625 Penalty: 2331.536377
	Iteration 11F: 3 clusters Score -150576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 298 members 
Entering Unmasked Estep 
Score: -68937.500000 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68937.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69115.000000 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69155.617188 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69155.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69174.195312 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69201.312500 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69201.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69212.164062 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69212.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69231.312500 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69231.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69236.015625 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69236.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69237.953125 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69237.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69242.171875 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69242.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69248.492188 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69248.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69251.179688 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69251.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69252.468750 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69252.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69252.468750 Penalty: 2057.159424
	Iteration 13F: 3 clusters Score -69252.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -372169.843750 Penalty: 1296.085083
	Iteration 0F: 2 clusters Score -372169.8 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 1439 members 
Entering Unmasked Estep 
Score: -369510.406250 Penalty: 2592.170166
	Iteration 0F: 3 clusters Score -369510.4 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -370120.062500 Penalty: 2592.170166
	Iteration 1F: 3 clusters Score -370120.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -370250.781250 Penalty: 2592.170166
	Iteration 2F: 3 clusters Score -370250.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -370322.906250 Penalty: 2592.170166
	Iteration 3Q: 3 clusters Score -370322.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -370379.218750 Penalty: 2592.170166
	Iteration 4Q: 3 clusters Score -370379.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -370426.500000 Penalty: 2592.170166
	Iteration 5Q: 3 clusters Score -370426.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -370460.875000 Penalty: 2592.170166
	Iteration 6Q: 3 clusters Score -370460.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -370496.593750 Penalty: 2592.170166
	Iteration 7Q: 3 clusters Score -370496.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -370526.375000 Penalty: 2592.170166
	Iteration 8Q: 3 clusters Score -370526.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -370559.687500 Penalty: 2592.170166
	Iteration 9Q: 3 clusters Score -370559.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -370585.687500 Penalty: 2592.170166
	Iteration 10Q: 3 clusters Score -370585.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -370604.000000 Penalty: 2592.170166
	Iteration 11Q: 3 clusters Score -370604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -370622.468750 Penalty: 2592.170166
	Iteration 12Q: 3 clusters Score -370622.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -370640.250000 Penalty: 2592.170166
	Iteration 13Q: 3 clusters Score -370640.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -370665.156250 Penalty: 2592.170166
	Iteration 14Q: 3 clusters Score -370665.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -370681.656250 Penalty: 2592.170166
	Iteration 15Q: 3 clusters Score -370681.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370695.375000 Penalty: 2592.170166
	Iteration 16Q: 3 clusters Score -370695.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -370705.906250 Penalty: 2592.170166
	Iteration 17Q: 3 clusters Score -370705.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -370719.625000 Penalty: 2592.170166
	Iteration 18Q: 3 clusters Score -370719.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -370737.406250 Penalty: 2592.170166
	Iteration 19Q: 3 clusters Score -370737.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370755.406250 Penalty: 2592.170166
	Iteration 20F: 3 clusters Score -370755.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -370770.718750 Penalty: 2592.170166
	Iteration 21Q: 3 clusters Score -370770.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -370784.093750 Penalty: 2592.170166
	Iteration 22Q: 3 clusters Score -370784.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370802.468750 Penalty: 2592.170166
	Iteration 23Q: 3 clusters Score -370802.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -370818.281250 Penalty: 2592.170166
	Iteration 24Q: 3 clusters Score -370818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -370831.812500 Penalty: 2592.170166
	Iteration 25Q: 3 clusters Score -370831.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -370843.625000 Penalty: 2592.170166
	Iteration 26Q: 3 clusters Score -370843.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -370859.500000 Penalty: 2592.170166
	Iteration 27Q: 3 clusters Score -370859.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -370872.718750 Penalty: 2592.170166
	Iteration 28Q: 3 clusters Score -370872.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -370887.875000 Penalty: 2592.170166
	Iteration 29Q: 3 clusters Score -370887.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -370901.687500 Penalty: 2592.170166
	Iteration 30Q: 3 clusters Score -370901.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -370913.406250 Penalty: 2592.170166
	Iteration 31Q: 3 clusters Score -370913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370922.562500 Penalty: 2592.170166
	Iteration 32Q: 3 clusters Score -370922.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370931.500000 Penalty: 2592.170166
	Iteration 33Q: 3 clusters Score -370931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -370940.281250 Penalty: 2592.170166
	Iteration 34Q: 3 clusters Score -370940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -370948.500000 Penalty: 2592.170166
	Iteration 35Q: 3 clusters Score -370948.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370957.687500 Penalty: 2592.170166
	Iteration 36Q: 3 clusters Score -370957.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370967.375000 Penalty: 2592.170166
	Iteration 37Q: 3 clusters Score -370967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -370976.031250 Penalty: 2592.170166
	Iteration 38Q: 3 clusters Score -370976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -370986.656250 Penalty: 2592.170166
	Iteration 39Q: 3 clusters Score -370986.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -371001.406250 Penalty: 2592.170166
	Iteration 40F: 3 clusters Score -371001.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -371014.781250 Penalty: 2592.170166
	Iteration 41Q: 3 clusters Score -371014.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -371023.500000 Penalty: 2592.170166
	Iteration 42Q: 3 clusters Score -371023.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -371035.906250 Penalty: 2592.170166
	Iteration 43Q: 3 clusters Score -371035.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -371050.937500 Penalty: 2592.170166
	Iteration 44Q: 3 clusters Score -371050.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371065.125000 Penalty: 2592.170166
	Iteration 45Q: 3 clusters Score -371065.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -371084.093750 Penalty: 2592.170166
	Iteration 46Q: 3 clusters Score -371084.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -371094.843750 Penalty: 2592.170166
	Iteration 47Q: 3 clusters Score -371094.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -371104.062500 Penalty: 2592.170166
	Iteration 48Q: 3 clusters Score -371104.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -371114.750000 Penalty: 2592.170166
	Iteration 49Q: 3 clusters Score -371114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -371131.031250 Penalty: 2592.170166
	Iteration 50Q: 3 clusters Score -371131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -371141.468750 Penalty: 2592.170166
	Iteration 51Q: 3 clusters Score -371141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -371152.000000 Penalty: 2592.170166
	Iteration 52Q: 3 clusters Score -371152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -371163.281250 Penalty: 2592.170166
	Iteration 53Q: 3 clusters Score -371163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -371176.656250 Penalty: 2592.170166
	Iteration 54Q: 3 clusters Score -371176.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -371190.218750 Penalty: 2592.170166
	Iteration 55Q: 3 clusters Score -371190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -371196.687500 Penalty: 2592.170166
	Iteration 56Q: 3 clusters Score -371196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -371202.250000 Penalty: 2592.170166
	Iteration 57Q: 3 clusters Score -371202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -371204.750000 Penalty: 2592.170166
	Iteration 58Q: 3 clusters Score -371204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -371206.750000 Penalty: 2592.170166
	Iteration 59Q: 3 clusters Score -371206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -371207.031250 Penalty: 2592.170166
	Iteration 60F: 3 clusters Score -371207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -371208.656250 Penalty: 2592.170166
	Iteration 61Q: 3 clusters Score -371208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -371209.687500 Penalty: 2592.170166
	Iteration 62Q: 3 clusters Score -371209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -371210.187500 Penalty: 2592.170166
	Iteration 63Q: 3 clusters Score -371210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -371209.750000 Penalty: 2592.170166
	Iteration 64Q: 3 clusters Score -371209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -371209.750000 Penalty: 2592.170166
	Iteration 65F: 3 clusters Score -371209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -186273.406250 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -186273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -184587.093750 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -184587.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -184918.078125 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -184918.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -184998.093750 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -184998.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -185036.156250 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -185036.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185054.062500 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -185054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185065.109375 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -185065.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185071.312500 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -185071.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185077.015625 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -185077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185079.687500 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -185079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185084.625000 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -185084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -185088.062500 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -185088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185096.812500 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -185096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -185103.265625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -185103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -185106.218750 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -185106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -185107.765625 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -185107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -185110.156250 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -185110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185112.046875 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -185112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185112.546875 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -185112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -185112.984375 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -185113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185113.312500 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -185113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -185115.562500 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -185115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185121.125000 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -185121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185125.140625 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -185125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185128.250000 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -185128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185131.625000 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -185131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185132.546875 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -185132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -185133.953125 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -185134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185135.078125 Penalty: 2356.456543
	Iteration 27Q: 3 clusters Score -185135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185135.078125 Penalty: 2356.456543
	Iteration 28F: 3 clusters Score -185135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -733215.687500 Penalty: 1401.499390
	Iteration 0F: 2 clusters Score -733215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -728905.812500 Penalty: 2802.998779
	Iteration 0F: 3 clusters Score -728905.8 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -730225.500000 Penalty: 2802.998779
	Iteration 1F: 3 clusters Score -730225.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -730494.375000 Penalty: 2802.998779
	Iteration 2F: 3 clusters Score -730494.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -730729.500000 Penalty: 2802.998779
	Iteration 3F: 3 clusters Score -730729.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -730924.375000 Penalty: 2802.998779
	Iteration 4F: 3 clusters Score -730924.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -731076.187500 Penalty: 2802.998779
	Iteration 5Q: 3 clusters Score -731076.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -731200.375000 Penalty: 2802.998779
	Iteration 6Q: 3 clusters Score -731200.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -731290.125000 Penalty: 2802.998779
	Iteration 7Q: 3 clusters Score -731290.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -731371.812500 Penalty: 2802.998779
	Iteration 8Q: 3 clusters Score -731371.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -731439.812500 Penalty: 2802.998779
	Iteration 9Q: 3 clusters Score -731439.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -731495.000000 Penalty: 2802.998779
	Iteration 10Q: 3 clusters Score -731495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -731539.062500 Penalty: 2802.998779
	Iteration 11Q: 3 clusters Score -731539.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -731570.875000 Penalty: 2802.998779
	Iteration 12Q: 3 clusters Score -731570.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -731594.812500 Penalty: 2802.998779
	Iteration 13Q: 3 clusters Score -731594.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -731624.437500 Penalty: 2802.998779
	Iteration 14Q: 3 clusters Score -731624.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -731648.062500 Penalty: 2802.998779
	Iteration 15Q: 3 clusters Score -731648.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -731669.562500 Penalty: 2802.998779
	Iteration 16Q: 3 clusters Score -731669.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -731689.375000 Penalty: 2802.998779
	Iteration 17Q: 3 clusters Score -731689.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -731701.750000 Penalty: 2802.998779
	Iteration 18Q: 3 clusters Score -731701.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -731721.000000 Penalty: 2802.998779
	Iteration 19Q: 3 clusters Score -731721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -731742.812500 Penalty: 2802.998779
	Iteration 20F: 3 clusters Score -731742.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -731760.250000 Penalty: 2802.998779
	Iteration 21Q: 3 clusters Score -731760.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -731781.812500 Penalty: 2802.998779
	Iteration 22Q: 3 clusters Score -731781.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -731806.500000 Penalty: 2802.998779
	Iteration 23Q: 3 clusters Score -731806.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -731830.625000 Penalty: 2802.998779
	Iteration 24Q: 3 clusters Score -731830.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -731856.562500 Penalty: 2802.998779
	Iteration 25Q: 3 clusters Score -731856.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -731883.500000 Penalty: 2802.998779
	Iteration 26Q: 3 clusters Score -731883.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -731913.062500 Penalty: 2802.998779
	Iteration 27Q: 3 clusters Score -731913.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -731937.875000 Penalty: 2802.998779
	Iteration 28Q: 3 clusters Score -731937.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -731970.500000 Penalty: 2802.998779
	Iteration 29Q: 3 clusters Score -731970.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -732004.437500 Penalty: 2802.998779
	Iteration 30Q: 3 clusters Score -732004.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -732038.937500 Penalty: 2802.998779
	Iteration 31Q: 3 clusters Score -732038.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -732069.875000 Penalty: 2802.998779
	Iteration 32Q: 3 clusters Score -732069.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -732103.937500 Penalty: 2802.998779
	Iteration 33Q: 3 clusters Score -732103.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -732125.875000 Penalty: 2802.998779
	Iteration 34Q: 3 clusters Score -732125.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -732152.062500 Penalty: 2802.998779
	Iteration 35Q: 3 clusters Score -732152.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -732177.187500 Penalty: 2802.998779
	Iteration 36Q: 3 clusters Score -732177.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -732216.000000 Penalty: 2802.998779
	Iteration 37Q: 3 clusters Score -732216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -732270.625000 Penalty: 2802.998779
	Iteration 38Q: 3 clusters Score -732270.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -732339.687500 Penalty: 2802.998779
	Iteration 39Q: 3 clusters Score -732339.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -732408.687500 Penalty: 2802.998779
	Iteration 40F: 3 clusters Score -732408.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -732464.125000 Penalty: 2802.998779
	Iteration 41Q: 3 clusters Score -732464.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -732508.125000 Penalty: 2802.998779
	Iteration 42Q: 3 clusters Score -732508.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -732541.625000 Penalty: 2802.998779
	Iteration 43Q: 3 clusters Score -732541.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -732575.500000 Penalty: 2802.998779
	Iteration 44Q: 3 clusters Score -732575.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -732594.437500 Penalty: 2802.998779
	Iteration 45Q: 3 clusters Score -732594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -732610.875000 Penalty: 2802.998779
	Iteration 46Q: 3 clusters Score -732610.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -732628.687500 Penalty: 2802.998779
	Iteration 47Q: 3 clusters Score -732628.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -732638.875000 Penalty: 2802.998779
	Iteration 48Q: 3 clusters Score -732638.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -732647.062500 Penalty: 2802.998779
	Iteration 49Q: 3 clusters Score -732647.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -732656.875000 Penalty: 2802.998779
	Iteration 50Q: 3 clusters Score -732656.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -732664.625000 Penalty: 2802.998779
	Iteration 51Q: 3 clusters Score -732664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -732670.875000 Penalty: 2802.998779
	Iteration 52Q: 3 clusters Score -732670.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -732678.812500 Penalty: 2802.998779
	Iteration 53Q: 3 clusters Score -732678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -732684.937500 Penalty: 2802.998779
	Iteration 54Q: 3 clusters Score -732684.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -732690.437500 Penalty: 2802.998779
	Iteration 55Q: 3 clusters Score -732690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -732700.312500 Penalty: 2802.998779
	Iteration 56Q: 3 clusters Score -732700.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -732709.375000 Penalty: 2802.998779
	Iteration 57Q: 3 clusters Score -732709.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -732722.000000 Penalty: 2802.998779
	Iteration 58Q: 3 clusters Score -732722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -732732.562500 Penalty: 2802.998779
	Iteration 59Q: 3 clusters Score -732732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -732743.437500 Penalty: 2802.998779
	Iteration 60F: 3 clusters Score -732743.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -732755.437500 Penalty: 2802.998779
	Iteration 61Q: 3 clusters Score -732755.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -732780.500000 Penalty: 2802.998779
	Iteration 62Q: 3 clusters Score -732780.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -732818.125000 Penalty: 2802.998779
	Iteration 63Q: 3 clusters Score -732818.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -732910.062500 Penalty: 2802.998779
	Iteration 64Q: 3 clusters Score -732910.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -733067.125000 Penalty: 2802.998779
	Iteration 65Q: 3 clusters Score -733067.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -733222.625000 Penalty: 2802.998779
	Iteration 66Q: 3 clusters Score -733222.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -733326.750000 Penalty: 2802.998779
	Iteration 67Q: 3 clusters Score -733326.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -733377.125000 Penalty: 2802.998779
	Iteration 68Q: 3 clusters Score -733377.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -733396.625000 Penalty: 2802.998779
	Iteration 69Q: 3 clusters Score -733396.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -733409.062500 Penalty: 2802.998779
	Iteration 70Q: 3 clusters Score -733409.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -733416.125000 Penalty: 2802.998779
	Iteration 71Q: 3 clusters Score -733416.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -733419.875000 Penalty: 2802.998779
	Iteration 72Q: 3 clusters Score -733419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -733423.250000 Penalty: 2802.998779
	Iteration 73Q: 3 clusters Score -733423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -733424.812500 Penalty: 2802.998779
	Iteration 74Q: 3 clusters Score -733424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -733425.312500 Penalty: 2802.998779
	Iteration 75Q: 3 clusters Score -733425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -733427.000000 Penalty: 2802.998779
	Iteration 76Q: 3 clusters Score -733427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -733429.250000 Penalty: 2802.998779
	Iteration 77Q: 3 clusters Score -733429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -733429.125000 Penalty: 2802.998779
	Iteration 78Q: 3 clusters Score -733429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -733429.125000 Penalty: 2802.998779
	Iteration 79F: 3 clusters Score -733429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73210 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73687 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14414 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 3573 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12072 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9231 members 
Mstep: Class 73 contains 1994 members 
Entering Unmasked Estep 
Score: -68998656.000000 Penalty: 156371.718750
Splitting cluster 55 changes total score from -68999112.000000 to -68998656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92356.078125 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92356.08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92643.507812 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92643.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92708.718750 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92708.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92735.671875 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92735.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92758.398438 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92758.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92779.210938 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92779.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92787.703125 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92795.015625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92795.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92800.640625 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92800.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92805.046875 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92805.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92807.359375 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92807.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92809.781250 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92809.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92809.781250 Penalty: 2142.293945
	Iteration 12F: 3 clusters Score -92809.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 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 330 members 
Entering Unmasked Estep 
Score: -81128.843750 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81128.84 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81375.132812 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81375.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81463.648438 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81463.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81526.070312 Penalty: 2105.016113
	Iteration 3F: 3 clusters Score -81526.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81589.859375 Penalty: 2105.016113
	Iteration 4F: 3 clusters Score -81589.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81645.601562 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81645.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81691.539062 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81691.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81724.546875 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81724.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81743.382812 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81743.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81763.429688 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81763.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81778.359375 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81778.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81794.687500 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81794.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -81797.781250 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81797.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81799.171875 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81799.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81799.914062 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81799.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81800.789062 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81800.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81800.789062 Penalty: 2105.016113
	Iteration 16F: 3 clusters Score -81800.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -604697.062500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604697.1 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -605477.500000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605477.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -605610.000000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -605712.125000 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605712.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -605786.437500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605786.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -605859.375000 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605859.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -605925.562500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -605925.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -605972.500000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -605972.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -606016.750000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606016.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -606066.875000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606066.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -606117.687500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606117.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -606176.375000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606176.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -606262.000000 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -606378.250000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606378.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -606531.125000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606531.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -606701.187500 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606701.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -606910.312500 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606910.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -607158.625000 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -607158.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -607319.000000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -607319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -607382.437500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -607382.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -607415.937500 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -607415.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -607432.687500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -607432.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -607443.187500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -607443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -607450.250000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -607450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -607454.187500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -607454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -607456.500000 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -607456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -607456.250000 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -607456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -607457.187500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -607457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -607456.437500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -607456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -607458.500000 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -607458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -607460.125000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -607460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -607459.875000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -607459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -607460.437500 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -607460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -607461.000000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -607461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -607461.000000 Penalty: 2676.061279
	Iteration 34F: 3 clusters Score -607461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -334425.468750 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334425.5 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -334905.687500 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334905.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -335014.625000 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335014.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -335102.343750 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -335102.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335172.687500 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335172.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -335242.218750 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335242.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -335302.718750 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335302.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -335381.343750 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335381.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -335460.250000 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335460.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -335521.843750 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335521.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -335576.343750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335576.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -335610.968750 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -335631.968750 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -335654.937500 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335654.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -335681.968750 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -335708.031250 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335739.031250 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -335739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -335775.406250 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -335775.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -335806.687500 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -335806.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -335838.156250 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -335838.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -335873.968750 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -335874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -335915.500000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -335915.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -335949.468750 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -335949.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -335973.031250 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -335973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -335997.937500 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -335997.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -336026.781250 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -336026.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -336050.562500 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -336050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -336082.531250 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -336082.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -336134.718750 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -336134.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -336183.062500 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -336183.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -336207.281250 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -336207.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -336228.156250 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -336228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -336241.156250 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -336241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -336246.343750 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -336246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -336253.687500 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -336253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -336264.906250 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -336264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -336272.687500 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -336272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -336283.750000 Penalty: 2547.845947
	Iteration 37Q: 3 clusters Score -336283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -336293.062500 Penalty: 2547.845947
	Iteration 38Q: 3 clusters Score -336293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -336297.531250 Penalty: 2547.845947
	Iteration 39Q: 3 clusters Score -336297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -336301.625000 Penalty: 2547.845947
	Iteration 40F: 3 clusters Score -336301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -336302.812500 Penalty: 2547.845947
	Iteration 41Q: 3 clusters Score -336302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -336302.812500 Penalty: 2547.845947
	Iteration 42F: 3 clusters Score -336302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127558.851562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -127558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126106.992188 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -126107 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126532.312500 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -126532.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126694.851562 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -126694.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126825.828125 Penalty: 2284.741211
	Iteration 3F: 3 clusters Score -126825.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126888.453125 Penalty: 2284.741211
	Iteration 4Q: 3 clusters Score -126888.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126954.148438 Penalty: 2284.741211
	Iteration 5Q: 3 clusters Score -126954.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127005.164062 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -127005.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127039.632812 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -127039.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127060.015625 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -127060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127073.039062 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -127073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127086.539062 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -127086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127093.820312 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -127093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127101.000000 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -127101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127102.757812 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -127102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127102.843750 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -127102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127102.843750 Penalty: 2284.741211
	Iteration 15F: 3 clusters Score -127102.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 186 members 
Entering Unmasked Estep 
Score: -46535.343750 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46535.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46672.222656 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46672.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46728.656250 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46728.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46755.300781 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46755.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46792.781250 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46792.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46862.656250 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46862.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46933.160156 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46933.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46985.242188 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46985.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47028.261719 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -47028.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47063.828125 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -47063.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47148.238281 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -47148.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47176.039062 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -47176.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47180.488281 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -47180.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47197.097656 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -47197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47197.097656 Penalty: 1937.326660
	Iteration 14F: 3 clusters Score -47197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -368059.750000 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -368059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -365390.812500 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -365390.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -366070.531250 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -366070.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366230.281250 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -366230.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -366354.656250 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -366354.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366442.125000 Penalty: 2589.028076
	Iteration 4Q: 3 clusters Score -366442.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366499.218750 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -366499.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366542.875000 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -366542.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -366575.281250 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -366575.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -366601.562500 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -366601.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -366633.781250 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -366633.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -366661.468750 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -366661.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -366681.812500 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -366681.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -366698.250000 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -366698.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366713.906250 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -366713.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -366724.093750 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -366724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -366733.625000 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -366733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -366744.875000 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -366744.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -366753.750000 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -366753.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -366761.062500 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -366761.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -366767.437500 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -366767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -366774.343750 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -366774.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -366781.968750 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -366782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -366786.812500 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -366786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -366790.875000 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -366790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -366795.312500 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -366795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -366801.531250 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -366801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -366806.093750 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -366806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -366809.093750 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -366809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -366811.843750 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -366811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -366813.468750 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -366813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -366814.343750 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -366814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -366814.875000 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -366814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -366814.875000 Penalty: 2589.028076
	Iteration 32F: 3 clusters Score -366814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136907.343750 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136907.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137174.046875 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137287.750000 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137287.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137339.484375 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137339.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137371.734375 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137371.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137395.375000 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137412.500000 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137412.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137431.421875 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137431.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137453.953125 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -137454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137478.453125 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -137478.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137506.828125 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -137506.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137549.328125 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -137549.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -137596.859375 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -137596.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137660.390625 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -137660.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137709.656250 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -137709.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137744.046875 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -137744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137771.359375 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -137771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137802.468750 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -137802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137837.953125 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -137838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137854.343750 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -137854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137868.515625 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -137868.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137887.484375 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -137887.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137912.796875 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -137912.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137947.453125 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -137947.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137977.578125 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -137977.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -138046.687500 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -138046.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -138105.218750 Penalty: 2275.700684
	Iteration 26Q: 3 clusters Score -138105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138139.109375 Penalty: 2275.700684
	Iteration 27Q: 3 clusters Score -138139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138153.734375 Penalty: 2275.700684
	Iteration 28Q: 3 clusters Score -138153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138161.906250 Penalty: 2275.700684
	Iteration 29Q: 3 clusters Score -138161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138165.640625 Penalty: 2275.700684
	Iteration 30Q: 3 clusters Score -138165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138169.703125 Penalty: 2275.700684
	Iteration 31Q: 3 clusters Score -138169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138173.375000 Penalty: 2275.700684
	Iteration 32Q: 3 clusters Score -138173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138176.468750 Penalty: 2275.700684
	Iteration 33Q: 3 clusters Score -138176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138178.906250 Penalty: 2275.700684
	Iteration 34Q: 3 clusters Score -138178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138179.796875 Penalty: 2275.700684
	Iteration 35Q: 3 clusters Score -138179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138179.796875 Penalty: 2275.700684
	Iteration 36F: 3 clusters Score -138179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208249.468750 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208249.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -208622.484375 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208622.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208694.234375 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208694.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -208730.453125 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -208730.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -208759.453125 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -208759.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208773.953125 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -208774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208783.250000 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -208783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -208793.609375 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -208793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208806.750000 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -208806.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208821.781250 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -208821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208833.531250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -208833.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208843.984375 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -208844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208848.078125 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -208848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208852.390625 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -208852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208857.437500 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -208857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208865.312500 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -208865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -208871.687500 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -208871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -208879.171875 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -208879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -208888.468750 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -208888.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -208899.265625 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -208899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -208916.734375 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -208916.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -208928.250000 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -208928.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208945.000000 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -208945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208957.343750 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -208957.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -208978.609375 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -208978.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209031.937500 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -209031.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209136.468750 Penalty: 2400.603027
	Iteration 26Q: 3 clusters Score -209136.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209252.062500 Penalty: 2400.603027
	Iteration 27Q: 3 clusters Score -209252.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209350.500000 Penalty: 2400.603027
	Iteration 28Q: 3 clusters Score -209350.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209422.281250 Penalty: 2400.603027
	Iteration 29Q: 3 clusters Score -209422.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209459.890625 Penalty: 2400.603027
	Iteration 30Q: 3 clusters Score -209459.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209488.000000 Penalty: 2400.603027
	Iteration 31Q: 3 clusters Score -209488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209510.859375 Penalty: 2400.603027
	Iteration 32Q: 3 clusters Score -209510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209528.640625 Penalty: 2400.603027
	Iteration 33Q: 3 clusters Score -209528.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209540.812500 Penalty: 2400.603027
	Iteration 34Q: 3 clusters Score -209540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209548.265625 Penalty: 2400.603027
	Iteration 35Q: 3 clusters Score -209548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209553.328125 Penalty: 2400.603027
	Iteration 36Q: 3 clusters Score -209553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209558.500000 Penalty: 2400.603027
	Iteration 37Q: 3 clusters Score -209558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209561.562500 Penalty: 2400.603027
	Iteration 38Q: 3 clusters Score -209561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209563.203125 Penalty: 2400.603027
	Iteration 39Q: 3 clusters Score -209563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209563.203125 Penalty: 2400.603027
	Iteration 40F: 3 clusters Score -209563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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: -51094.593750 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51094.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51166.398438 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51182.457031 Penalty: 1837.058960
	Iteration 2Q: 3 clusters Score -51182.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51186.480469 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51186.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51195.226562 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51195.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51205.968750 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51205.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51214.835938 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -51214.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51218.332031 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -51218.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51221.843750 Penalty: 1837.058960
	Iteration 8Q: 3 clusters Score -51221.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51222.718750 Penalty: 1837.058960
	Iteration 9Q: 3 clusters Score -51222.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51222.718750 Penalty: 1837.058960
	Iteration 10F: 3 clusters Score -51222.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 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: -32102.701172 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32102.7 nChanged 33
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: -32185.814453 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32185.81 nChanged 10
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: -32210.853516 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32210.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32215.285156 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32215.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32222.376953 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32222.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32235.119141 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -32235.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32239.970703 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -32239.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32242.732422 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -32242.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32245.716797 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -32245.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32245.716797 Penalty: 1812.183472
	Iteration 9F: 3 clusters Score -32245.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -486737.812500 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486737.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -487625.906250 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487625.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -487814.468750 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487814.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -487971.250000 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -487971.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -488105.843750 Penalty: 2680.686768
	Iteration 4F: 3 clusters Score -488105.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -488228.875000 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -488228.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -488315.750000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -488315.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -488411.500000 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488411.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -488491.656250 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488491.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -488550.718750 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488550.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -488604.406250 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488604.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -488640.875000 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488640.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -488688.250000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488688.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -488724.156250 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488724.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -488754.687500 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488754.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -488775.718750 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488775.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -488793.062500 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488793.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -488804.406250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -488816.500000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488816.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -488826.562500 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488826.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -488831.187500 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -488835.781250 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -488843.500000 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -488851.718750 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -488856.375000 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -488860.968750 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -488862.937500 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -488865.375000 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -488866.281250 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -488867.656250 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -488867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -488870.187500 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -488870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -488873.437500 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -488873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -488876.281250 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -488876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -488880.343750 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -488880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -488882.031250 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -488882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -488882.750000 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -488882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -488883.781250 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -488883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -488884.281250 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -488884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -488884.281250 Penalty: 2680.686768
	Iteration 38F: 3 clusters Score -488884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7280.476562 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7280.477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7437.077637 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7437.078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7569.538086 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7569.538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7689.745605 Penalty: 1828.976929
	Iteration 3F: 3 clusters Score -7689.746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7748.473633 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7748.474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7798.560059 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7798.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7809.825195 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7809.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7813.299805 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7814.745117 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -7814.745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7815.541016 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -7815.541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7815.962402 Penalty: 1828.976929
	Iteration 10Q: 3 clusters Score -7815.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7816.448242 Penalty: 1828.976929
	Iteration 11Q: 3 clusters Score -7816.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7816.448242 Penalty: 1828.976929
	Iteration 12F: 3 clusters Score -7816.448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Entering Unmasked Estep 
Score: -1571305.375000 Penalty: 1527.279663
	Iteration 0F: 2 clusters Score -1571305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1562888.875000 Penalty: 3054.559326
	Iteration 0F: 3 clusters Score -1562889 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1565901.000000 Penalty: 3054.559326
	Iteration 1F: 3 clusters Score -1565901 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1566367.500000 Penalty: 3054.559326
	Iteration 2F: 3 clusters Score -1566368 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1566842.125000 Penalty: 3054.559326
	Iteration 3F: 3 clusters Score -1566842 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1567374.500000 Penalty: 3054.559326
	Iteration 4F: 3 clusters Score -1567374 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1567925.750000 Penalty: 3054.559326
	Iteration 5F: 3 clusters Score -1567926 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1568421.250000 Penalty: 3054.559326
	Iteration 6F: 3 clusters Score -1568421 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1568912.625000 Penalty: 3054.559326
	Iteration 7Q: 3 clusters Score -1568913 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1569335.250000 Penalty: 3054.559326
	Iteration 8Q: 3 clusters Score -1569335 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1569612.750000 Penalty: 3054.559326
	Iteration 9Q: 3 clusters Score -1569613 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1569788.375000 Penalty: 3054.559326
	Iteration 10Q: 3 clusters Score -1569788 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1569892.875000 Penalty: 3054.559326
	Iteration 11Q: 3 clusters Score -1569893 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1569966.375000 Penalty: 3054.559326
	Iteration 12Q: 3 clusters Score -1569966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1570020.250000 Penalty: 3054.559326
	Iteration 13Q: 3 clusters Score -1570020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1570072.125000 Penalty: 3054.559326
	Iteration 14Q: 3 clusters Score -1570072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1570129.750000 Penalty: 3054.559326
	Iteration 15Q: 3 clusters Score -1570130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1570180.750000 Penalty: 3054.559326
	Iteration 16Q: 3 clusters Score -1570181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1570232.125000 Penalty: 3054.559326
	Iteration 17Q: 3 clusters Score -1570232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1570265.500000 Penalty: 3054.559326
	Iteration 18Q: 3 clusters Score -1570266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1570300.875000 Penalty: 3054.559326
	Iteration 19Q: 3 clusters Score -1570301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1570333.875000 Penalty: 3054.559326
	Iteration 20F: 3 clusters Score -1570334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1570347.625000 Penalty: 3054.559326
	Iteration 21Q: 3 clusters Score -1570348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1570359.875000 Penalty: 3054.559326
	Iteration 22Q: 3 clusters Score -1570360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1570367.625000 Penalty: 3054.559326
	Iteration 23Q: 3 clusters Score -1570368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1570371.750000 Penalty: 3054.559326
	Iteration 24Q: 3 clusters Score -1570372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1570372.250000 Penalty: 3054.559326
	Iteration 25Q: 3 clusters Score -1570372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1570371.750000 Penalty: 3054.559326
	Iteration 26Q: 3 clusters Score -1570372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1570372.750000 Penalty: 3054.559326
	Iteration 27Q: 3 clusters Score -1570373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1570372.375000 Penalty: 3054.559326
	Iteration 28Q: 3 clusters Score -1570372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1570372.375000 Penalty: 3054.559326
	Iteration 29Q: 3 clusters Score -1570372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1570374.125000 Penalty: 3054.559326
	Iteration 30Q: 3 clusters Score -1570374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1570377.250000 Penalty: 3054.559326
	Iteration 31Q: 3 clusters Score -1570377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1570376.375000 Penalty: 3054.559326
	Iteration 32Q: 3 clusters Score -1570376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1570375.250000 Penalty: 3054.559326
	Iteration 33Q: 3 clusters Score -1570375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1570375.250000 Penalty: 3054.559326
	Iteration 34F: 3 clusters Score -1570375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48235.105469 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48235.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48469.035156 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48469.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48577.292969 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48577.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -48596.023438 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48596.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -48598.355469 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48598.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -48603.687500 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48603.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -48606.519531 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48606.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -48606.519531 Penalty: 1898.208496
	Iteration 7F: 3 clusters Score -48606.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72580.648438 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72580.65 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72792.710938 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72792.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72849.835938 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72849.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72872.507812 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72872.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72878.757812 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72878.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72886.445312 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72886.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72891.718750 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72891.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72895.820312 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72895.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72899.570312 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72899.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72902.843750 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -72902.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72903.414062 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -72903.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72903.414062 Penalty: 2069.102783
	Iteration 11F: 3 clusters Score -72903.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Entering Unmasked Estep 
Score: -1218726.125000 Penalty: 1483.677368
	Iteration 0F: 2 clusters Score -1218726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1212074.500000 Penalty: 2967.354736
	Iteration 0F: 3 clusters Score -1212074 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1214272.750000 Penalty: 2967.354736
	Iteration 1F: 3 clusters Score -1214273 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1214603.125000 Penalty: 2967.354736
	Iteration 2F: 3 clusters Score -1214603 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1214956.125000 Penalty: 2967.354736
	Iteration 3F: 3 clusters Score -1214956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1215334.125000 Penalty: 2967.354736
	Iteration 4F: 3 clusters Score -1215334 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1215786.375000 Penalty: 2967.354736
	Iteration 5F: 3 clusters Score -1215786 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1216285.875000 Penalty: 2967.354736
	Iteration 6F: 3 clusters Score -1216286 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1216714.500000 Penalty: 2967.354736
	Iteration 7F: 3 clusters Score -1216714 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1217029.250000 Penalty: 2967.354736
	Iteration 8F: 3 clusters Score -1217029 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1217265.875000 Penalty: 2967.354736
	Iteration 9Q: 3 clusters Score -1217266 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1217427.500000 Penalty: 2967.354736
	Iteration 10Q: 3 clusters Score -1217428 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1217532.125000 Penalty: 2967.354736
	Iteration 11Q: 3 clusters Score -1217532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1217616.125000 Penalty: 2967.354736
	Iteration 12Q: 3 clusters Score -1217616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1217689.125000 Penalty: 2967.354736
	Iteration 13Q: 3 clusters Score -1217689 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1217747.625000 Penalty: 2967.354736
	Iteration 14Q: 3 clusters Score -1217748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1217834.000000 Penalty: 2967.354736
	Iteration 15Q: 3 clusters Score -1217834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1217932.875000 Penalty: 2967.354736
	Iteration 16Q: 3 clusters Score -1217933 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1217996.875000 Penalty: 2967.354736
	Iteration 17Q: 3 clusters Score -1217997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1218024.125000 Penalty: 2967.354736
	Iteration 18Q: 3 clusters Score -1218024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1218043.750000 Penalty: 2967.354736
	Iteration 19Q: 3 clusters Score -1218044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1218052.125000 Penalty: 2967.354736
	Iteration 20F: 3 clusters Score -1218052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1218067.375000 Penalty: 2967.354736
	Iteration 21Q: 3 clusters Score -1218067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1218071.750000 Penalty: 2967.354736
	Iteration 22Q: 3 clusters Score -1218072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1218080.625000 Penalty: 2967.354736
	Iteration 23Q: 3 clusters Score -1218081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1218087.625000 Penalty: 2967.354736
	Iteration 24Q: 3 clusters Score -1218088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1218094.875000 Penalty: 2967.354736
	Iteration 25Q: 3 clusters Score -1218095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1218099.625000 Penalty: 2967.354736
	Iteration 26Q: 3 clusters Score -1218100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1218104.625000 Penalty: 2967.354736
	Iteration 27Q: 3 clusters Score -1218105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1218110.500000 Penalty: 2967.354736
	Iteration 28Q: 3 clusters Score -1218110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1218120.875000 Penalty: 2967.354736
	Iteration 29Q: 3 clusters Score -1218121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1218119.750000 Penalty: 2967.354736
	Iteration 30Q: 3 clusters Score -1218120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1218123.250000 Penalty: 2967.354736
	Iteration 31Q: 3 clusters Score -1218123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1218126.000000 Penalty: 2967.354736
	Iteration 32Q: 3 clusters Score -1218126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1218129.750000 Penalty: 2967.354736
	Iteration 33Q: 3 clusters Score -1218130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1218130.375000 Penalty: 2967.354736
	Iteration 34Q: 3 clusters Score -1218130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1218131.125000 Penalty: 2967.354736
	Iteration 35Q: 3 clusters Score -1218131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1218132.500000 Penalty: 2967.354736
	Iteration 36Q: 3 clusters Score -1218132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1218132.375000 Penalty: 2967.354736
	Iteration 37Q: 3 clusters Score -1218132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1218132.000000 Penalty: 2967.354736
	Iteration 38Q: 3 clusters Score -1218132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1218132.000000 Penalty: 2967.354736
	Iteration 39F: 3 clusters Score -1218132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73210 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73687 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14414 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12072 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999184.000000 Penalty: 154229.640625
Iteration 239Q: 73 clusters Score -6.899918e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73216 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73680 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14413 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12074 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 154229.640625
Iteration 240F: 73 clusters Score -6.899918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73208 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73687 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14412 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999200.000000 Penalty: 154229.640625
Iteration 241Q: 73 clusters Score -6.89992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73192 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73706 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14403 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12078 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999200.000000 Penalty: 154229.640625
Iteration 242Q: 73 clusters Score -6.89992e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73186 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73708 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14403 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12080 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999184.000000 Penalty: 154229.640625
Iteration 243Q: 73 clusters Score -6.899918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73192 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73704 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14401 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 154229.640625
Iteration 244Q: 73 clusters Score -6.899918e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73205 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73688 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14401 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12083 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999160.000000 Penalty: 154229.640625
Iteration 245Q: 73 clusters Score -6.899916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73214 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73678 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14398 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999120.000000 Penalty: 154229.640625
Iteration 246Q: 73 clusters Score -6.899912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73681 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14393 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12089 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999096.000000 Penalty: 154229.640625
Iteration 247Q: 73 clusters Score -6.89991e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73227 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73671 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14387 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12088 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999104.000000 Penalty: 154229.640625
Iteration 248Q: 73 clusters Score -6.89991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73231 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73669 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14383 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999136.000000 Penalty: 154229.640625
Iteration 249Q: 73 clusters Score -6.899914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73229 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73671 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14380 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999152.000000 Penalty: 154229.640625
Iteration 250Q: 73 clusters Score -6.899915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73235 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73666 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14370 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12091 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999160.000000 Penalty: 154229.640625
Iteration 251Q: 73 clusters Score -6.899916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73238 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73666 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14363 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12091 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999216.000000 Penalty: 154229.640625
Iteration 252Q: 73 clusters Score -6.899922e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73252 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73654 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14359 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12093 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999192.000000 Penalty: 154229.640625
Iteration 253Q: 73 clusters Score -6.899919e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73250 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73656 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14354 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12099 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 154229.640625
Iteration 254Q: 73 clusters Score -6.899918e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73235 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73670 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14351 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12102 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 154229.640625
Iteration 255Q: 73 clusters Score -6.899918e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73213 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73700 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14346 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12099 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999128.000000 Penalty: 154229.640625
Iteration 256Q: 73 clusters Score -6.899913e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73186 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74615 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73726 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14347 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12096 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999112.000000 Penalty: 154229.640625
Iteration 257Q: 73 clusters Score -6.899911e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73157 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73755 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14346 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12096 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 258Q: 73 clusters Score -6.899904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73121 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73790 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14346 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12097 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999096.000000 Penalty: 154229.640625
Iteration 259Q: 73 clusters Score -6.89991e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73105 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73812 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14341 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12094 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999056.000000 Penalty: 154229.640625
Iteration 260F: 73 clusters Score -6.899906e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73094 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73826 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14335 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12094 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999056.000000 Penalty: 154229.640625
Iteration 261Q: 73 clusters Score -6.899906e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73098 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73829 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2505 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12093 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999008.000000 Penalty: 154229.640625
Iteration 262Q: 73 clusters Score -6.899901e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73099 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4160 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73827 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14325 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12092 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 263Q: 73 clusters Score -6.899904e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73837 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14321 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12092 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999072.000000 Penalty: 154229.640625
Iteration 264Q: 73 clusters Score -6.899907e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73095 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73835 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14321 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12091 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999056.000000 Penalty: 154229.640625
Iteration 265Q: 73 clusters Score -6.899906e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73090 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1472 members 
Mstep: Class 44 contains 73846 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14322 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12085 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999056.000000 Penalty: 154229.640625
Iteration 266Q: 73 clusters Score -6.899906e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73083 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73861 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14317 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12082 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998992.000000 Penalty: 154229.640625
Iteration 267Q: 73 clusters Score -6.899899e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73092 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73863 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14309 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12078 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998984.000000 Penalty: 154229.640625
Iteration 268Q: 73 clusters Score -6.899898e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73112 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73850 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14298 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998960.000000 Penalty: 154229.640625
Iteration 269Q: 73 clusters Score -6.899896e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73133 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73829 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999008.000000 Penalty: 154229.640625
Iteration 270Q: 73 clusters Score -6.899901e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73147 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73822 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12076 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998928.000000 Penalty: 154229.640625
Iteration 271Q: 73 clusters Score -6.899893e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73151 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73824 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14286 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998888.000000 Penalty: 154229.640625
Iteration 272Q: 73 clusters Score -6.899889e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73157 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73822 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14279 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12077 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998960.000000 Penalty: 154229.640625
Iteration 273Q: 73 clusters Score -6.899896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73171 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73809 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14274 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998936.000000 Penalty: 154229.640625
Iteration 274Q: 73 clusters Score -6.899894e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73166 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73814 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14272 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12082 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998872.000000 Penalty: 154229.640625
Iteration 275Q: 73 clusters Score -6.899887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73171 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73816 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14264 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12085 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998896.000000 Penalty: 154229.640625
Iteration 276Q: 73 clusters Score -6.89989e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73182 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73810 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14261 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998936.000000 Penalty: 154229.640625
Iteration 277Q: 73 clusters Score -6.899894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73192 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73802 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14260 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12084 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998896.000000 Penalty: 154229.640625
Iteration 278Q: 73 clusters Score -6.89989e+07 nChanged 128
Entering ConstructFrom: 
Score: -68998896.000000 Penalty: 154229.640625
Entering ConstructFrom: 
Trying to split cluster 1 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -280216.562500 Penalty: 1252.689697
	Iteration 0F: 2 clusters Score -280216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -277991.718750 Penalty: 2505.379395
	Iteration 0F: 3 clusters Score -277991.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -278531.281250 Penalty: 2505.379395
	Iteration 1F: 3 clusters Score -278531.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -278704.750000 Penalty: 2505.379395
	Iteration 2F: 3 clusters Score -278704.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -278843.031250 Penalty: 2505.379395
	Iteration 3F: 3 clusters Score -278843 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -278968.656250 Penalty: 2505.379395
	Iteration 4F: 3 clusters Score -278968.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -279065.437500 Penalty: 2505.379395
	Iteration 5Q: 3 clusters Score -279065.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -279145.343750 Penalty: 2505.379395
	Iteration 6Q: 3 clusters Score -279145.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -279219.156250 Penalty: 2505.379395
	Iteration 7Q: 3 clusters Score -279219.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -279272.593750 Penalty: 2505.379395
	Iteration 8Q: 3 clusters Score -279272.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -279311.437500 Penalty: 2505.379395
	Iteration 9Q: 3 clusters Score -279311.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -279335.531250 Penalty: 2505.379395
	Iteration 10Q: 3 clusters Score -279335.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -279353.968750 Penalty: 2505.379395
	Iteration 11Q: 3 clusters Score -279354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -279368.031250 Penalty: 2505.379395
	Iteration 12Q: 3 clusters Score -279368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -279373.875000 Penalty: 2505.379395
	Iteration 13Q: 3 clusters Score -279373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -279378.718750 Penalty: 2505.379395
	Iteration 14Q: 3 clusters Score -279378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -279383.093750 Penalty: 2505.379395
	Iteration 15Q: 3 clusters Score -279383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -279386.062500 Penalty: 2505.379395
	Iteration 16Q: 3 clusters Score -279386.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -279391.593750 Penalty: 2505.379395
	Iteration 17Q: 3 clusters Score -279391.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -279397.937500 Penalty: 2505.379395
	Iteration 18Q: 3 clusters Score -279397.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -279403.656250 Penalty: 2505.379395
	Iteration 19Q: 3 clusters Score -279403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -279406.250000 Penalty: 2505.379395
	Iteration 20F: 3 clusters Score -279406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -279412.062500 Penalty: 2505.379395
	Iteration 21Q: 3 clusters Score -279412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -279415.125000 Penalty: 2505.379395
	Iteration 22Q: 3 clusters Score -279415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -279418.031250 Penalty: 2505.379395
	Iteration 23Q: 3 clusters Score -279418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -279422.312500 Penalty: 2505.379395
	Iteration 24Q: 3 clusters Score -279422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -279433.812500 Penalty: 2505.379395
	Iteration 25Q: 3 clusters Score -279433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -279445.000000 Penalty: 2505.379395
	Iteration 26Q: 3 clusters Score -279445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -279460.343750 Penalty: 2505.379395
	Iteration 27Q: 3 clusters Score -279460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -279471.437500 Penalty: 2505.379395
	Iteration 28Q: 3 clusters Score -279471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -279477.968750 Penalty: 2505.379395
	Iteration 29Q: 3 clusters Score -279478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -279482.718750 Penalty: 2505.379395
	Iteration 30Q: 3 clusters Score -279482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -279485.218750 Penalty: 2505.379395
	Iteration 31Q: 3 clusters Score -279485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -279490.156250 Penalty: 2505.379395
	Iteration 32Q: 3 clusters Score -279490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -279492.406250 Penalty: 2505.379395
	Iteration 33Q: 3 clusters Score -279492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -279494.625000 Penalty: 2505.379395
	Iteration 34Q: 3 clusters Score -279494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -279495.656250 Penalty: 2505.379395
	Iteration 35Q: 3 clusters Score -279495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -279495.656250 Penalty: 2505.379395
	Iteration 36F: 3 clusters Score -279495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15776.053711 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15776.05 nChanged 89
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: -16131.220703 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16131.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16403.072266 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16403.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16577.867188 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16577.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16626.369141 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16626.37 nChanged 5
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: -16643.335938 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16643.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16658.410156 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16658.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16662.121094 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16662.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16674.210938 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16674.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16683.775391 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16683.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16699.078125 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16699.08 nChanged 2
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: -16715.609375 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16715.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16739.236328 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -16739.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16747.923828 Penalty: 1885.688477
	Iteration 13Q: 3 clusters Score -16747.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16753.953125 Penalty: 1885.688477
	Iteration 14Q: 3 clusters Score -16753.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16767.294922 Penalty: 1885.688477
	Iteration 15Q: 3 clusters Score -16767.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16785.951172 Penalty: 1885.688477
	Iteration 16Q: 3 clusters Score -16785.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16805.802734 Penalty: 1885.688477
	Iteration 17Q: 3 clusters Score -16805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16822.480469 Penalty: 1885.688477
	Iteration 18Q: 3 clusters Score -16822.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16830.308594 Penalty: 1885.688477
	Iteration 19Q: 3 clusters Score -16830.31 nChanged 1
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: -16836.894531 Penalty: 1885.688477
	Iteration 20F: 3 clusters Score -16836.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16858.148438 Penalty: 1885.688477
	Iteration 21Q: 3 clusters Score -16858.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16858.148438 Penalty: 1885.688477
	Iteration 22F: 3 clusters Score -16858.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 141 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 190 members 
Entering Unmasked Estep 
Score: -68998000.000000 Penalty: 156371.718750
Splitting cluster 2 changes total score from -68998896.000000 to -68998000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133747.468750 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133747.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134016.625000 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134016.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134091.500000 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134091.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134126.796875 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134126.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134136.453125 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134136.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134146.171875 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134146.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134154.593750 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134158.250000 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134160.250000 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134166.312500 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134171.078125 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134172.843750 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134173.765625 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134175.890625 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134176.265625 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134176.265625 Penalty: 2260.257568
	Iteration 15F: 3 clusters Score -134176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Entering Unmasked Estep 
Score: -2822457.000000 Penalty: 1618.555298
	Iteration 0F: 2 clusters Score -2822457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2807964.250000 Penalty: 3237.110596
	Iteration 0F: 3 clusters Score -2807964 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2813416.000000 Penalty: 3237.110596
	Iteration 1F: 3 clusters Score -2813416 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2813922.250000 Penalty: 3237.110596
	Iteration 2F: 3 clusters Score -2813922 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2814635.250000 Penalty: 3237.110596
	Iteration 3F: 3 clusters Score -2814635 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2815486.500000 Penalty: 3237.110596
	Iteration 4F: 3 clusters Score -2815486 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2816606.750000 Penalty: 3237.110596
	Iteration 5F: 3 clusters Score -2816607 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2817952.500000 Penalty: 3237.110596
	Iteration 6F: 3 clusters Score -2817952 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2819204.250000 Penalty: 3237.110596
	Iteration 7F: 3 clusters Score -2819204 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2820123.500000 Penalty: 3237.110596
	Iteration 8Q: 3 clusters Score -2820124 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2820601.750000 Penalty: 3237.110596
	Iteration 9Q: 3 clusters Score -2820602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2820798.750000 Penalty: 3237.110596
	Iteration 10Q: 3 clusters Score -2820799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2820891.500000 Penalty: 3237.110596
	Iteration 11Q: 3 clusters Score -2820892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2820955.500000 Penalty: 3237.110596
	Iteration 12Q: 3 clusters Score -2820956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2820990.750000 Penalty: 3237.110596
	Iteration 13Q: 3 clusters Score -2820991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2821010.750000 Penalty: 3237.110596
	Iteration 14Q: 3 clusters Score -2821011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2821020.750000 Penalty: 3237.110596
	Iteration 15Q: 3 clusters Score -2821021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2821030.500000 Penalty: 3237.110596
	Iteration 16Q: 3 clusters Score -2821030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2821042.000000 Penalty: 3237.110596
	Iteration 17Q: 3 clusters Score -2821042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2821053.250000 Penalty: 3237.110596
	Iteration 18Q: 3 clusters Score -2821053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2821058.750000 Penalty: 3237.110596
	Iteration 19Q: 3 clusters Score -2821059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2821062.750000 Penalty: 3237.110596
	Iteration 20F: 3 clusters Score -2821063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2821067.750000 Penalty: 3237.110596
	Iteration 21Q: 3 clusters Score -2821068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2821067.500000 Penalty: 3237.110596
	Iteration 22Q: 3 clusters Score -2821068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2821069.000000 Penalty: 3237.110596
	Iteration 23Q: 3 clusters Score -2821069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2821076.750000 Penalty: 3237.110596
	Iteration 24Q: 3 clusters Score -2821077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2821076.750000 Penalty: 3237.110596
	Iteration 25Q: 3 clusters Score -2821077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2821076.000000 Penalty: 3237.110596
	Iteration 26Q: 3 clusters Score -2821076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2821076.000000 Penalty: 3237.110596
	Iteration 27F: 3 clusters Score -2821076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -188231.640625 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -188231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186449.546875 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -186449.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186791.078125 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -186791.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186873.781250 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -186873.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186917.750000 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -186917.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186948.562500 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -186948.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186975.859375 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -186975.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187000.515625 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -187000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187022.718750 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -187022.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187045.843750 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -187045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187064.734375 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -187064.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187077.828125 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -187077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187081.984375 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -187082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187083.250000 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -187083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187083.875000 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -187083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187084.406250 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -187084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187085.765625 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -187085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187085.765625 Penalty: 2379.386230
	Iteration 16F: 3 clusters Score -187085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -265876.062500 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265876.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -266336.656250 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266336.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -266475.156250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266475.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -266544.906250 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -266544.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266578.750000 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266578.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -266597.687500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266597.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266607.875000 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266607.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -266617.937500 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -266627.750000 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -266632.062500 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -266632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -266637.875000 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -266637.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -266645.156250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -266645.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -266656.937500 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -266656.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -266672.812500 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -266672.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -266689.812500 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -266689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266711.187500 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -266711.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -266736.437500 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -266736.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -266769.281250 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -266769.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -266806.687500 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -266806.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -266860.562500 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -266860.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -266908.875000 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -266908.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266977.375000 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -266977.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -267049.312500 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -267049.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -267111.531250 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -267111.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -267163.250000 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -267163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -267203.968750 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -267204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -267240.250000 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -267240.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -267270.437500 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -267270.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -267284.937500 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -267284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -267291.812500 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -267291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -267298.187500 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -267298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -267302.437500 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -267302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -267308.562500 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -267308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -267311.843750 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -267311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -267315.187500 Penalty: 2478.001221
	Iteration 34F: 3 clusters Score -267315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267321.093750 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -267321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -267324.687500 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -267324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267325.500000 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -267325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267325.500000 Penalty: 2478.001221
	Iteration 38F: 3 clusters Score -267325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Entering Unmasked Estep 
Score: -9958039.000000 Penalty: 1820.181152
	Iteration 0F: 2 clusters Score -9958039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -9911850.000000 Penalty: 3640.362305
	Iteration 0F: 3 clusters Score -9911850 nChanged 34733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -9931779.000000 Penalty: 3640.362305
	Iteration 1F: 3 clusters Score -9931779 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9932378.000000 Penalty: 3640.362305
	Iteration 2Q: 3 clusters Score -9932378 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -9933142.000000 Penalty: 3640.362305
	Iteration 3Q: 3 clusters Score -9933142 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -9934205.000000 Penalty: 3640.362305
	Iteration 4Q: 3 clusters Score -9934205 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -9936214.000000 Penalty: 3640.362305
	Iteration 5F: 3 clusters Score -9936214 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -9939424.000000 Penalty: 3640.362305
	Iteration 6F: 3 clusters Score -9939424 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -9944095.000000 Penalty: 3640.362305
	Iteration 7F: 3 clusters Score -9944095 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -9949377.000000 Penalty: 3640.362305
	Iteration 8F: 3 clusters Score -9949377 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -9953678.000000 Penalty: 3640.362305
	Iteration 9F: 3 clusters Score -9953678 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -9955853.000000 Penalty: 3640.362305
	Iteration 10Q: 3 clusters Score -9955853 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -9956830.000000 Penalty: 3640.362305
	Iteration 11Q: 3 clusters Score -9956830 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -9957391.000000 Penalty: 3640.362305
	Iteration 12Q: 3 clusters Score -9957391 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -9957701.000000 Penalty: 3640.362305
	Iteration 13Q: 3 clusters Score -9957701 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9957919.000000 Penalty: 3640.362305
	Iteration 14Q: 3 clusters Score -9957919 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -9958091.000000 Penalty: 3640.362305
	Iteration 15Q: 3 clusters Score -9958091 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -9958218.000000 Penalty: 3640.362305
	Iteration 16Q: 3 clusters Score -9958218 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -9958290.000000 Penalty: 3640.362305
	Iteration 17Q: 3 clusters Score -9958290 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -9958358.000000 Penalty: 3640.362305
	Iteration 18Q: 3 clusters Score -9958358 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -9958420.000000 Penalty: 3640.362305
	Iteration 19Q: 3 clusters Score -9958420 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -9958494.000000 Penalty: 3640.362305
	Iteration 20F: 3 clusters Score -9958494 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -9958494.000000 Penalty: 3640.362305
	Iteration 21Q: 3 clusters Score -9958494 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -9958524.000000 Penalty: 3640.362305
	Iteration 22Q: 3 clusters Score -9958524 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -9958520.000000 Penalty: 3640.362305
	Iteration 23Q: 3 clusters Score -9958520 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -9958479.000000 Penalty: 3640.362305
	Iteration 24Q: 3 clusters Score -9958479 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -9958463.000000 Penalty: 3640.362305
	Iteration 25Q: 3 clusters Score -9958463 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -9958459.000000 Penalty: 3640.362305
	Iteration 26Q: 3 clusters Score -9958459 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -9958424.000000 Penalty: 3640.362305
	Iteration 27Q: 3 clusters Score -9958424 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -9958457.000000 Penalty: 3640.362305
	Iteration 28Q: 3 clusters Score -9958457 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -9958437.000000 Penalty: 3640.362305
	Iteration 29Q: 3 clusters Score -9958437 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -9958425.000000 Penalty: 3640.362305
	Iteration 30Q: 3 clusters Score -9958425 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -9958377.000000 Penalty: 3640.362305
	Iteration 31Q: 3 clusters Score -9958377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -9958368.000000 Penalty: 3640.362305
	Iteration 32Q: 3 clusters Score -9958368 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -9958336.000000 Penalty: 3640.362305
	Iteration 33Q: 3 clusters Score -9958336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -9958303.000000 Penalty: 3640.362305
	Iteration 34Q: 3 clusters Score -9958303 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -9958221.000000 Penalty: 3640.362305
	Iteration 35Q: 3 clusters Score -9958221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9958150.000000 Penalty: 3640.362305
	Iteration 36Q: 3 clusters Score -9958150 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -9958137.000000 Penalty: 3640.362305
	Iteration 37Q: 3 clusters Score -9958137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -9958114.000000 Penalty: 3640.362305
	Iteration 38Q: 3 clusters Score -9958114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -9958102.000000 Penalty: 3640.362305
	Iteration 39Q: 3 clusters Score -9958102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -9958079.000000 Penalty: 3640.362305
	Iteration 40F: 3 clusters Score -9958079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -9958046.000000 Penalty: 3640.362305
	Iteration 41Q: 3 clusters Score -9958046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -9958024.000000 Penalty: 3640.362305
	Iteration 42Q: 3 clusters Score -9958024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -9957988.000000 Penalty: 3640.362305
	Iteration 43Q: 3 clusters Score -9957988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -9957942.000000 Penalty: 3640.362305
	Iteration 44Q: 3 clusters Score -9957942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -9957892.000000 Penalty: 3640.362305
	Iteration 45Q: 3 clusters Score -9957892 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -9957891.000000 Penalty: 3640.362305
	Iteration 46Q: 3 clusters Score -9957891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -9957872.000000 Penalty: 3640.362305
	Iteration 47Q: 3 clusters Score -9957872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -9957870.000000 Penalty: 3640.362305
	Iteration 48Q: 3 clusters Score -9957870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9957848.000000 Penalty: 3640.362305
	Iteration 49Q: 3 clusters Score -9957848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -9957844.000000 Penalty: 3640.362305
	Iteration 50Q: 3 clusters Score -9957844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9957824.000000 Penalty: 3640.362305
	Iteration 51Q: 3 clusters Score -9957824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -9957814.000000 Penalty: 3640.362305
	Iteration 52Q: 3 clusters Score -9957814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -9957801.000000 Penalty: 3640.362305
	Iteration 53Q: 3 clusters Score -9957801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -9957787.000000 Penalty: 3640.362305
	Iteration 54Q: 3 clusters Score -9957787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -9957791.000000 Penalty: 3640.362305
	Iteration 55Q: 3 clusters Score -9957791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -9957780.000000 Penalty: 3640.362305
	Iteration 56Q: 3 clusters Score -9957780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -9957760.000000 Penalty: 3640.362305
	Iteration 57Q: 3 clusters Score -9957760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -9957751.000000 Penalty: 3640.362305
	Iteration 58Q: 3 clusters Score -9957751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -9957749.000000 Penalty: 3640.362305
	Iteration 59Q: 3 clusters Score -9957749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -9957739.000000 Penalty: 3640.362305
	Iteration 60F: 3 clusters Score -9957739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -9957743.000000 Penalty: 3640.362305
	Iteration 61Q: 3 clusters Score -9957743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -9957753.000000 Penalty: 3640.362305
	Iteration 62Q: 3 clusters Score -9957753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -9957736.000000 Penalty: 3640.362305
	Iteration 63Q: 3 clusters Score -9957736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9957733.000000 Penalty: 3640.362305
	Iteration 64Q: 3 clusters Score -9957733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -9957731.000000 Penalty: 3640.362305
	Iteration 65Q: 3 clusters Score -9957731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -9957727.000000 Penalty: 3640.362305
	Iteration 66Q: 3 clusters Score -9957727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -9957721.000000 Penalty: 3640.362305
	Iteration 67Q: 3 clusters Score -9957721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -9957724.000000 Penalty: 3640.362305
	Iteration 68Q: 3 clusters Score -9957724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -9957724.000000 Penalty: 3640.362305
	Iteration 69Q: 3 clusters Score -9957724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9957736.000000 Penalty: 3640.362305
	Iteration 70Q: 3 clusters Score -9957736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9957736.000000 Penalty: 3640.362305
	Iteration 71Q: 3 clusters Score -9957736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -9957728.000000 Penalty: 3640.362305
	Iteration 72Q: 3 clusters Score -9957728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -9957732.000000 Penalty: 3640.362305
	Iteration 73Q: 3 clusters Score -9957732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -9957724.000000 Penalty: 3640.362305
	Iteration 74Q: 3 clusters Score -9957724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -9957720.000000 Penalty: 3640.362305
	Iteration 75Q: 3 clusters Score -9957720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -9957708.000000 Penalty: 3640.362305
	Iteration 76Q: 3 clusters Score -9957708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -9957699.000000 Penalty: 3640.362305
	Iteration 77Q: 3 clusters Score -9957699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -9957694.000000 Penalty: 3640.362305
	Iteration 78Q: 3 clusters Score -9957694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -9957685.000000 Penalty: 3640.362305
	Iteration 79Q: 3 clusters Score -9957685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -9957676.000000 Penalty: 3640.362305
	Iteration 80F: 3 clusters Score -9957676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -9957679.000000 Penalty: 3640.362305
	Iteration 81Q: 3 clusters Score -9957679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -9957677.000000 Penalty: 3640.362305
	Iteration 82Q: 3 clusters Score -9957677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -9957664.000000 Penalty: 3640.362305
	Iteration 83Q: 3 clusters Score -9957664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -9957675.000000 Penalty: 3640.362305
	Iteration 84Q: 3 clusters Score -9957675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -9957674.000000 Penalty: 3640.362305
	Iteration 85Q: 3 clusters Score -9957674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -9957674.000000 Penalty: 3640.362305
	Iteration 86Q: 3 clusters Score -9957674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -9957677.000000 Penalty: 3640.362305
	Iteration 87Q: 3 clusters Score -9957677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -9957675.000000 Penalty: 3640.362305
	Iteration 88Q: 3 clusters Score -9957675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -9957674.000000 Penalty: 3640.362305
	Iteration 89Q: 3 clusters Score -9957674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -9957671.000000 Penalty: 3640.362305
	Iteration 90Q: 3 clusters Score -9957671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -9957663.000000 Penalty: 3640.362305
	Iteration 91Q: 3 clusters Score -9957663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -9957668.000000 Penalty: 3640.362305
	Iteration 92Q: 3 clusters Score -9957668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -9957665.000000 Penalty: 3640.362305
	Iteration 93Q: 3 clusters Score -9957665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -9957663.000000 Penalty: 3640.362305
	Iteration 94Q: 3 clusters Score -9957663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -9957658.000000 Penalty: 3640.362305
	Iteration 95Q: 3 clusters Score -9957658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -9957654.000000 Penalty: 3640.362305
	Iteration 96Q: 3 clusters Score -9957654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9957654.000000 Penalty: 3640.362305
	Iteration 97Q: 3 clusters Score -9957654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9957652.000000 Penalty: 3640.362305
	Iteration 98Q: 3 clusters Score -9957652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9957652.000000 Penalty: 3640.362305
	Iteration 99Q: 3 clusters Score -9957652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9957649.000000 Penalty: 3640.362305
	Iteration 100F: 3 clusters Score -9957649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -9957649.000000 Penalty: 3640.362305
	Iteration 101Q: 3 clusters Score -9957649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -9957652.000000 Penalty: 3640.362305
	Iteration 102Q: 3 clusters Score -9957652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -9957654.000000 Penalty: 3640.362305
	Iteration 103Q: 3 clusters Score -9957654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -9957649.000000 Penalty: 3640.362305
	Iteration 104Q: 3 clusters Score -9957649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -9957646.000000 Penalty: 3640.362305
	Iteration 105Q: 3 clusters Score -9957646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -9957641.000000 Penalty: 3640.362305
	Iteration 106Q: 3 clusters Score -9957641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -9957652.000000 Penalty: 3640.362305
	Iteration 107Q: 3 clusters Score -9957652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -9957647.000000 Penalty: 3640.362305
	Iteration 108Q: 3 clusters Score -9957647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -9957647.000000 Penalty: 3640.362305
	Iteration 109Q: 3 clusters Score -9957647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -9957651.000000 Penalty: 3640.362305
	Iteration 110Q: 3 clusters Score -9957651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -9957649.000000 Penalty: 3640.362305
	Iteration 111Q: 3 clusters Score -9957649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -9957644.000000 Penalty: 3640.362305
	Iteration 112Q: 3 clusters Score -9957644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -9957642.000000 Penalty: 3640.362305
	Iteration 113Q: 3 clusters Score -9957642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -9957640.000000 Penalty: 3640.362305
	Iteration 114Q: 3 clusters Score -9957640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9957638.000000 Penalty: 3640.362305
	Iteration 115Q: 3 clusters Score -9957638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -9957635.000000 Penalty: 3640.362305
	Iteration 116Q: 3 clusters Score -9957635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -9957631.000000 Penalty: 3640.362305
	Iteration 117Q: 3 clusters Score -9957631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -9957632.000000 Penalty: 3640.362305
	Iteration 118Q: 3 clusters Score -9957632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -9957622.000000 Penalty: 3640.362305
	Iteration 119Q: 3 clusters Score -9957622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -9957616.000000 Penalty: 3640.362305
	Iteration 120F: 3 clusters Score -9957616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -9957611.000000 Penalty: 3640.362305
	Iteration 121Q: 3 clusters Score -9957611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -9957618.000000 Penalty: 3640.362305
	Iteration 122Q: 3 clusters Score -9957618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9957620.000000 Penalty: 3640.362305
	Iteration 123Q: 3 clusters Score -9957620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -9957625.000000 Penalty: 3640.362305
	Iteration 124Q: 3 clusters Score -9957625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -9957625.000000 Penalty: 3640.362305
	Iteration 125F: 3 clusters Score -9957625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 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 790 members 
Entering Unmasked Estep 
Score: -195429.953125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195430 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -195792.562500 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195792.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195875.906250 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195875.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -195936.921875 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -195936.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195978.390625 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -195978.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196000.046875 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -196013.468750 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196013.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196027.187500 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196027.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196038.171875 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -196047.156250 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196062.375000 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196073.187500 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196081.593750 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196088.156250 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -196092.656250 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -196094.953125 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -196096.859375 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196101.093750 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196104.234375 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196106.640625 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196109.109375 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196110.765625 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -196111.171875 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -196111.765625 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -196115.296875 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -196117.625000 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -196118.500000 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -196118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -196118.500000 Penalty: 2382.807373
	Iteration 27F: 3 clusters Score -196118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Entering Unmasked Estep 
Score: -1968151.875000 Penalty: 1558.931396
	Iteration 0F: 2 clusters Score -1968152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1957987.875000 Penalty: 3117.862793
	Iteration 0F: 3 clusters Score -1957988 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1961541.500000 Penalty: 3117.862793
	Iteration 1F: 3 clusters Score -1961542 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1961968.375000 Penalty: 3117.862793
	Iteration 2F: 3 clusters Score -1961968 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1962405.625000 Penalty: 3117.862793
	Iteration 3F: 3 clusters Score -1962406 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1962897.875000 Penalty: 3117.862793
	Iteration 4F: 3 clusters Score -1962898 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1963523.375000 Penalty: 3117.862793
	Iteration 5F: 3 clusters Score -1963523 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1964203.500000 Penalty: 3117.862793
	Iteration 6F: 3 clusters Score -1964204 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1964840.000000 Penalty: 3117.862793
	Iteration 7F: 3 clusters Score -1964840 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1965402.625000 Penalty: 3117.862793
	Iteration 8F: 3 clusters Score -1965403 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1965839.625000 Penalty: 3117.862793
	Iteration 9Q: 3 clusters Score -1965840 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1966212.375000 Penalty: 3117.862793
	Iteration 10Q: 3 clusters Score -1966212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1966458.500000 Penalty: 3117.862793
	Iteration 11Q: 3 clusters Score -1966458 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1966573.500000 Penalty: 3117.862793
	Iteration 12Q: 3 clusters Score -1966574 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1966666.500000 Penalty: 3117.862793
	Iteration 13Q: 3 clusters Score -1966666 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1966722.375000 Penalty: 3117.862793
	Iteration 14Q: 3 clusters Score -1966722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1966765.875000 Penalty: 3117.862793
	Iteration 15Q: 3 clusters Score -1966766 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1966797.000000 Penalty: 3117.862793
	Iteration 16Q: 3 clusters Score -1966797 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1966825.375000 Penalty: 3117.862793
	Iteration 17Q: 3 clusters Score -1966825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1966847.125000 Penalty: 3117.862793
	Iteration 18Q: 3 clusters Score -1966847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1966852.625000 Penalty: 3117.862793
	Iteration 19Q: 3 clusters Score -1966853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1966856.000000 Penalty: 3117.862793
	Iteration 20F: 3 clusters Score -1966856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1966866.750000 Penalty: 3117.862793
	Iteration 21Q: 3 clusters Score -1966867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1966869.375000 Penalty: 3117.862793
	Iteration 22Q: 3 clusters Score -1966869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1966873.625000 Penalty: 3117.862793
	Iteration 23Q: 3 clusters Score -1966874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1966877.125000 Penalty: 3117.862793
	Iteration 24Q: 3 clusters Score -1966877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1966877.875000 Penalty: 3117.862793
	Iteration 25Q: 3 clusters Score -1966878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1966880.250000 Penalty: 3117.862793
	Iteration 26Q: 3 clusters Score -1966880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1966881.000000 Penalty: 3117.862793
	Iteration 27Q: 3 clusters Score -1966881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1966883.500000 Penalty: 3117.862793
	Iteration 28Q: 3 clusters Score -1966884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1966878.125000 Penalty: 3117.862793
	Iteration 29Q: 3 clusters Score -1966878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1966881.750000 Penalty: 3117.862793
	Iteration 30Q: 3 clusters Score -1966882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1966881.375000 Penalty: 3117.862793
	Iteration 31Q: 3 clusters Score -1966881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1966884.500000 Penalty: 3117.862793
	Iteration 32Q: 3 clusters Score -1966884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1966885.375000 Penalty: 3117.862793
	Iteration 33Q: 3 clusters Score -1966885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1966881.500000 Penalty: 3117.862793
	Iteration 34Q: 3 clusters Score -1966882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1966881.250000 Penalty: 3117.862793
	Iteration 35Q: 3 clusters Score -1966881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1966880.875000 Penalty: 3117.862793
	Iteration 36Q: 3 clusters Score -1966881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1966880.875000 Penalty: 3117.862793
	Iteration 37F: 3 clusters Score -1966881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 149 members 
Entering Unmasked Estep 
Score: -25158.849609 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25158.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25395.138672 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25395.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25422.580078 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25422.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25461.996094 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -25462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25520.974609 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25520.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25545.679688 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25545.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25564.515625 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25564.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25581.294922 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25581.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25598.154297 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25598.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25629.363281 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25629.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25643.085938 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -25643.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25650.361328 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -25650.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25674.960938 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -25674.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25694.734375 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -25694.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25718.494141 Penalty: 1905.680176
	Iteration 14Q: 3 clusters Score -25718.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25722.478516 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -25722.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25724.015625 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -25724.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25727.259766 Penalty: 1905.680176
	Iteration 17Q: 3 clusters Score -25727.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25728.013672 Penalty: 1905.680176
	Iteration 18F: 3 clusters Score -25728.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25746.654297 Penalty: 1905.680176
	Iteration 19Q: 3 clusters Score -25746.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25767.818359 Penalty: 1905.680176
	Iteration 20F: 3 clusters Score -25767.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25770.707031 Penalty: 1905.680176
	Iteration 21Q: 3 clusters Score -25770.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25770.707031 Penalty: 1905.680176
	Iteration 22F: 3 clusters Score -25770.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 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 288 members 
Entering Unmasked Estep 
Score: -59002.703125 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -59002.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59426.421875 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59426.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59661.226562 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59661.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59808.757812 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59808.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59898.613281 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59898.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59928.226562 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59928.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59933.214844 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59933.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59941.421875 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59941.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59961.957031 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -59961.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59987.878906 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -59987.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60002.328125 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -60002.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60019.027344 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -60019.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60025.917969 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -60025.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60025.917969 Penalty: 2066.861572
	Iteration 13F: 3 clusters Score -60025.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
Score: -68997784.000000 Penalty: 156371.718750
Splitting cluster 11 changes total score from -68998896.000000 to -68997784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -8446941.000000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -8446941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -8404660.000000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -8404660 nChanged 30200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8422040.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -8422040 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -8423016.000000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -8423016 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -8424226.000000 Penalty: 3595.120361
	Iteration 3Q: 3 clusters Score -8424226 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -8425803.000000 Penalty: 3595.120361
	Iteration 4F: 3 clusters Score -8425803 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8427986.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -8427986 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8430724.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -8430724 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -8433891.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -8433891 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -8436522.000000 Penalty: 3595.120361
	Iteration 8F: 3 clusters Score -8436522 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8438249.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -8438249 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8439306.000000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -8439306 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8440156.000000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -8440156 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8440991.000000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -8440991 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8441788.000000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -8441788 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8442555.000000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -8442555 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8443087.000000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -8443087 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -8443414.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -8443414 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -8443762.000000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -8443762 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -8443940.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -8443940 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -8444075.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -8444075 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -8444168.000000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -8444168 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -8444296.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -8444296 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -8444393.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -8444393 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -8444549.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -8444549 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -8444686.000000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -8444686 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -8444761.000000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -8444761 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -8444835.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -8444835 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -8444910.000000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -8444910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -8444998.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -8444998 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -8445095.000000 Penalty: 3595.120361
	Iteration 29Q: 3 clusters Score -8445095 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -8445194.000000 Penalty: 3595.120361
	Iteration 30Q: 3 clusters Score -8445194 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -8445298.000000 Penalty: 3595.120361
	Iteration 31Q: 3 clusters Score -8445298 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -8445394.000000 Penalty: 3595.120361
	Iteration 32Q: 3 clusters Score -8445394 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -8445477.000000 Penalty: 3595.120361
	Iteration 33Q: 3 clusters Score -8445477 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -8445546.000000 Penalty: 3595.120361
	Iteration 34Q: 3 clusters Score -8445546 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -8445588.000000 Penalty: 3595.120361
	Iteration 35Q: 3 clusters Score -8445588 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -8445632.000000 Penalty: 3595.120361
	Iteration 36Q: 3 clusters Score -8445632 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -8445696.000000 Penalty: 3595.120361
	Iteration 37Q: 3 clusters Score -8445696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -8445744.000000 Penalty: 3595.120361
	Iteration 38Q: 3 clusters Score -8445744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -8445812.000000 Penalty: 3595.120361
	Iteration 39Q: 3 clusters Score -8445812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -8445878.000000 Penalty: 3595.120361
	Iteration 40F: 3 clusters Score -8445878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -8445910.000000 Penalty: 3595.120361
	Iteration 41Q: 3 clusters Score -8445910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -8445949.000000 Penalty: 3595.120361
	Iteration 42Q: 3 clusters Score -8445949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -8445962.000000 Penalty: 3595.120361
	Iteration 43Q: 3 clusters Score -8445962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -8445976.000000 Penalty: 3595.120361
	Iteration 44Q: 3 clusters Score -8445976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -8445977.000000 Penalty: 3595.120361
	Iteration 45Q: 3 clusters Score -8445977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -8445995.000000 Penalty: 3595.120361
	Iteration 46Q: 3 clusters Score -8445995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -8445988.000000 Penalty: 3595.120361
	Iteration 47Q: 3 clusters Score -8445988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -8446009.000000 Penalty: 3595.120361
	Iteration 48Q: 3 clusters Score -8446009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -8445996.000000 Penalty: 3595.120361
	Iteration 49Q: 3 clusters Score -8445996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -8446010.000000 Penalty: 3595.120361
	Iteration 50Q: 3 clusters Score -8446010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8446034.000000 Penalty: 3595.120361
	Iteration 51Q: 3 clusters Score -8446034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -8446032.000000 Penalty: 3595.120361
	Iteration 52Q: 3 clusters Score -8446032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -8446044.000000 Penalty: 3595.120361
	Iteration 53Q: 3 clusters Score -8446044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -8446045.000000 Penalty: 3595.120361
	Iteration 54Q: 3 clusters Score -8446045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -8446039.000000 Penalty: 3595.120361
	Iteration 55Q: 3 clusters Score -8446039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -8446041.000000 Penalty: 3595.120361
	Iteration 56Q: 3 clusters Score -8446041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -8446047.000000 Penalty: 3595.120361
	Iteration 57Q: 3 clusters Score -8446047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -8446059.000000 Penalty: 3595.120361
	Iteration 58Q: 3 clusters Score -8446059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8446064.000000 Penalty: 3595.120361
	Iteration 59Q: 3 clusters Score -8446064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -8446067.000000 Penalty: 3595.120361
	Iteration 60F: 3 clusters Score -8446067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -8446064.000000 Penalty: 3595.120361
	Iteration 61Q: 3 clusters Score -8446064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -8446078.000000 Penalty: 3595.120361
	Iteration 62Q: 3 clusters Score -8446078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -8446082.000000 Penalty: 3595.120361
	Iteration 63Q: 3 clusters Score -8446082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -8446089.000000 Penalty: 3595.120361
	Iteration 64Q: 3 clusters Score -8446089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -8446094.000000 Penalty: 3595.120361
	Iteration 65Q: 3 clusters Score -8446094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -8446100.000000 Penalty: 3595.120361
	Iteration 66Q: 3 clusters Score -8446100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 67Q: 3 clusters Score -8446102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 68Q: 3 clusters Score -8446102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 69Q: 3 clusters Score -8446099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -8446097.000000 Penalty: 3595.120361
	Iteration 70Q: 3 clusters Score -8446097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 71Q: 3 clusters Score -8446095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 72Q: 3 clusters Score -8446095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 73Q: 3 clusters Score -8446099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 3595.120361
	Iteration 74Q: 3 clusters Score -8446098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -8446094.000000 Penalty: 3595.120361
	Iteration 75Q: 3 clusters Score -8446094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -8446096.000000 Penalty: 3595.120361
	Iteration 76Q: 3 clusters Score -8446096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 77Q: 3 clusters Score -8446099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -8446100.000000 Penalty: 3595.120361
	Iteration 78Q: 3 clusters Score -8446100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 3595.120361
	Iteration 79Q: 3 clusters Score -8446098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 80F: 3 clusters Score -8446095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 81Q: 3 clusters Score -8446099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 82Q: 3 clusters Score -8446095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -8446100.000000 Penalty: 3595.120361
	Iteration 83Q: 3 clusters Score -8446100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 84Q: 3 clusters Score -8446102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -8446093.000000 Penalty: 3595.120361
	Iteration 85Q: 3 clusters Score -8446093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 86Q: 3 clusters Score -8446099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -8446100.000000 Penalty: 3595.120361
	Iteration 87Q: 3 clusters Score -8446100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -8446084.000000 Penalty: 3595.120361
	Iteration 88Q: 3 clusters Score -8446084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -8446091.000000 Penalty: 3595.120361
	Iteration 89Q: 3 clusters Score -8446091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -8446094.000000 Penalty: 3595.120361
	Iteration 90Q: 3 clusters Score -8446094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -8446103.000000 Penalty: 3595.120361
	Iteration 91Q: 3 clusters Score -8446103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -8446099.000000 Penalty: 3595.120361
	Iteration 92Q: 3 clusters Score -8446099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -8446094.000000 Penalty: 3595.120361
	Iteration 93Q: 3 clusters Score -8446094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -8446096.000000 Penalty: 3595.120361
	Iteration 94Q: 3 clusters Score -8446096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 95Q: 3 clusters Score -8446102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 96Q: 3 clusters Score -8446102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -8446096.000000 Penalty: 3595.120361
	Iteration 97Q: 3 clusters Score -8446096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 98Q: 3 clusters Score -8446102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 3595.120361
	Iteration 99Q: 3 clusters Score -8446102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 3595.120361
	Iteration 100F: 3 clusters Score -8446098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 3595.120361
	Iteration 101Q: 3 clusters Score -8446098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 102Q: 3 clusters Score -8446095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -8446095.000000 Penalty: 3595.120361
	Iteration 103F: 3 clusters Score -8446095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 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 496 members 
Entering Unmasked Estep 
Score: -154789.828125 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154789.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155091.562500 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155091.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155258.531250 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155258.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155387.671875 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155387.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155440.296875 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155440.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155485.937500 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155485.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155515.812500 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155515.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -155553.609375 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155553.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -155592.359375 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155592.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155615.671875 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155615.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -155640.687500 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155640.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -155660.859375 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -155672.437500 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -155677.750000 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -155694.781250 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -155708.328125 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -155726.734375 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155726.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -155746.484375 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155746.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -155763.171875 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -155763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -155766.578125 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -155766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155774.359375 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -155774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132631.015625 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132631 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132926.734375 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132926.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133024.156250 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133024.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133124.218750 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133124.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133211.671875 Penalty: 2261.804688
	Iteration 4F: 3 clusters Score -133211.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133250.906250 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133250.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133289.281250 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133289.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133334.046875 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133387.437500 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133387.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133423.468750 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133423.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133454.515625 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133454.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133479.609375 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133479.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133500.875000 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133517.328125 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133526.062500 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133534.750000 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133538.234375 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133540.015625 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133544.656250 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133545.421875 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -133545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133546.562500 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -133546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133547.671875 Penalty: 2261.804688
	Iteration 21Q: 3 clusters Score -133547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133548.406250 Penalty: 2261.804688
	Iteration 22Q: 3 clusters Score -133548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133548.406250 Penalty: 2261.804688
	Iteration 23F: 3 clusters Score -133548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -615077.062500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615077.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -616084.750000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -616084.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -616226.312500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616226.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -616312.687500 Penalty: 2739.927490
	Iteration 3Q: 3 clusters Score -616312.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -616372.062500 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616372.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -616429.375000 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616429.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -616476.312500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616476.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -616514.875000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616514.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -616540.750000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616540.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -616561.000000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -616580.250000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -616580.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -616597.125000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -616597.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -616613.562500 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -616613.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -616628.625000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -616628.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -616652.187500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -616652.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -616676.500000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -616676.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -616699.500000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -616699.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -616726.250000 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -616726.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -616756.437500 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -616756.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -616794.375000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -616794.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -616845.875000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -616845.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -616906.250000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -616906.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -616976.437500 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -616976.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -617042.312500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617042.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -617116.500000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617116.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -617199.125000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617199.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -617274.437500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617274.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -617324.375000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617324.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -617370.625000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617370.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -617417.062500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617417.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -617460.750000 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -617460.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -617491.187500 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -617491.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -617517.500000 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -617517.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -617537.187500 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -617537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -617548.937500 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -617548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -617559.750000 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -617559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -617566.500000 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -617566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -617569.687500 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -617569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -617574.687500 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -617574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -617578.187500 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -617578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -617581.562500 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -617581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -617582.875000 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -617582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -617586.437500 Penalty: 2739.927490
	Iteration 42Q: 3 clusters Score -617586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -617592.062500 Penalty: 2739.927490
	Iteration 43Q: 3 clusters Score -617592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -617595.500000 Penalty: 2739.927490
	Iteration 44Q: 3 clusters Score -617595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -617597.437500 Penalty: 2739.927490
	Iteration 45Q: 3 clusters Score -617597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -617601.125000 Penalty: 2739.927490
	Iteration 46Q: 3 clusters Score -617601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -617602.625000 Penalty: 2739.927490
	Iteration 47Q: 3 clusters Score -617602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -617606.062500 Penalty: 2739.927490
	Iteration 48Q: 3 clusters Score -617606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -617605.625000 Penalty: 2739.927490
	Iteration 49Q: 3 clusters Score -617605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -617605.625000 Penalty: 2739.927490
	Iteration 50F: 3 clusters Score -617605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94672.296875 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94672.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94868.359375 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94868.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94926.453125 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94926.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94955.726562 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94955.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94986.929688 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -94986.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95034.453125 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95034.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95067.640625 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95067.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95097.546875 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95097.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95129.437500 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95129.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95147.312500 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95147.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95154.710938 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95154.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95162.835938 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95162.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95165.953125 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -95165.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95167.828125 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -95167.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95173.593750 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -95173.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95179.906250 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -95179.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95192.234375 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -95192.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95192.570312 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -95192.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95194.164062 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -95194.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95194.679688 Penalty: 2108.497314
	Iteration 19Q: 3 clusters Score -95194.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95195.367188 Penalty: 2108.497314
	Iteration 20F: 3 clusters Score -95195.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34830.046875 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34830.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35034.488281 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35034.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35091.261719 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35091.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35120.011719 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -35120.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35149.437500 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35149.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35164.320312 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35164.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35178.617188 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35178.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35185.992188 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35185.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35187.273438 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35187.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35187.273438 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -35187.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -433258.343750 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -433258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -430271.343750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -430271.3 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431048.437500 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -431048.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -431187.375000 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -431187.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -431276.218750 Penalty: 2640.637695
	Iteration 3Q: 3 clusters Score -431276.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -431348.437500 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -431348.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -431403.250000 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -431403.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -431458.781250 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -431458.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431506.500000 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -431506.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -431549.031250 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -431549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -431575.468750 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -431575.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -431599.968750 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -431600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -431622.187500 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -431622.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -431643.406250 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -431643.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -431676.843750 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -431676.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -431718.000000 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -431718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -431772.093750 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -431772.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -431822.843750 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -431822.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -431881.906250 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -431881.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -431932.156250 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -431932.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -431979.281250 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -431979.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -432022.562500 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -432022.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -432053.343750 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -432053.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -432069.687500 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -432069.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -432085.687500 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -432085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -432098.875000 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -432098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -432107.343750 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -432107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -432117.125000 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -432117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -432123.031250 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -432123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -432126.468750 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -432126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -432131.312500 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -432131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -432133.593750 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -432133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -432134.781250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -432134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -432136.843750 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -432136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -432139.562500 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -432139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -432142.437500 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -432142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -432144.656250 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -432144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -432147.125000 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -432147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -432150.812500 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -432150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -432153.875000 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -432153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -432156.906250 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -432156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -432160.593750 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -432160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -432162.781250 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -432162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -432165.718750 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -432165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -432167.500000 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -432167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -432169.187500 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -432169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -432171.593750 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -432171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -432175.968750 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -432176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -432177.437500 Penalty: 2640.637695
	Iteration 47Q: 3 clusters Score -432177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -432177.125000 Penalty: 2640.637695
	Iteration 48Q: 3 clusters Score -432177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -432177.937500 Penalty: 2640.637695
	Iteration 49Q: 3 clusters Score -432177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -432179.187500 Penalty: 2640.637695
	Iteration 50Q: 3 clusters Score -432179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -432181.468750 Penalty: 2640.637695
	Iteration 51Q: 3 clusters Score -432181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -432183.156250 Penalty: 2640.637695
	Iteration 52Q: 3 clusters Score -432183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -432183.468750 Penalty: 2640.637695
	Iteration 53Q: 3 clusters Score -432183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -432183.843750 Penalty: 2640.637695
	Iteration 54Q: 3 clusters Score -432183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -432184.625000 Penalty: 2640.637695
	Iteration 55Q: 3 clusters Score -432184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -432184.968750 Penalty: 2640.637695
	Iteration 56Q: 3 clusters Score -432185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -432185.125000 Penalty: 2640.637695
	Iteration 57Q: 3 clusters Score -432185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -432185.125000 Penalty: 2640.637695
	Iteration 58F: 3 clusters Score -432185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -195249.640625 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -195249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -193347.656250 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -193347.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193919.875000 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -193919.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194129.250000 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -194129.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -194246.343750 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -194246.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -194332.437500 Penalty: 2425.965820
	Iteration 4F: 3 clusters Score -194332.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194389.703125 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -194389.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194424.359375 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -194424.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -194451.390625 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -194451.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194473.234375 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -194473.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -194492.906250 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -194492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -194502.296875 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -194502.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194520.218750 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -194520.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194553.718750 Penalty: 2425.965820
	Iteration 12Q: 3 clusters Score -194553.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194600.390625 Penalty: 2425.965820
	Iteration 13Q: 3 clusters Score -194600.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194640.921875 Penalty: 2425.965820
	Iteration 14Q: 3 clusters Score -194640.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -194682.062500 Penalty: 2425.965820
	Iteration 15Q: 3 clusters Score -194682.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -194707.359375 Penalty: 2425.965820
	Iteration 16Q: 3 clusters Score -194707.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194738.984375 Penalty: 2425.965820
	Iteration 17Q: 3 clusters Score -194739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194765.140625 Penalty: 2425.965820
	Iteration 18Q: 3 clusters Score -194765.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -194782.328125 Penalty: 2425.965820
	Iteration 19Q: 3 clusters Score -194782.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -194788.937500 Penalty: 2425.965820
	Iteration 20F: 3 clusters Score -194788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194793.359375 Penalty: 2425.965820
	Iteration 21Q: 3 clusters Score -194793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -194808.765625 Penalty: 2425.965820
	Iteration 22Q: 3 clusters Score -194808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194818.796875 Penalty: 2425.965820
	Iteration 23Q: 3 clusters Score -194818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194821.421875 Penalty: 2425.965820
	Iteration 24Q: 3 clusters Score -194821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194826.578125 Penalty: 2425.965820
	Iteration 25Q: 3 clusters Score -194826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -194829.906250 Penalty: 2425.965820
	Iteration 26Q: 3 clusters Score -194829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194830.578125 Penalty: 2425.965820
	Iteration 27Q: 3 clusters Score -194830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -194831.328125 Penalty: 2425.965820
	Iteration 28Q: 3 clusters Score -194831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -194831.531250 Penalty: 2425.965820
	Iteration 29Q: 3 clusters Score -194831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194834.343750 Penalty: 2425.965820
	Iteration 30Q: 3 clusters Score -194834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194836.109375 Penalty: 2425.965820
	Iteration 31Q: 3 clusters Score -194836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194836.562500 Penalty: 2425.965820
	Iteration 32Q: 3 clusters Score -194836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194837.468750 Penalty: 2425.965820
	Iteration 33Q: 3 clusters Score -194837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194837.468750 Penalty: 2425.965820
	Iteration 34F: 3 clusters Score -194837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -452975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -450033.531250 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -450033.5 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -450852.781250 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -450852.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -451051.062500 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -451051.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -451197.093750 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -451197.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -451318.031250 Penalty: 2649.089600
	Iteration 4Q: 3 clusters Score -451318 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -451475.250000 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -451475.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -451648.718750 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -451648.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -451855.531250 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -451855.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -452098.156250 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -452098.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -452279.687500 Penalty: 2649.089600
	Iteration 9F: 3 clusters Score -452279.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -452383.125000 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -452383.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -452471.343750 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -452471.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -452527.375000 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -452527.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -452565.500000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -452565.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -452583.593750 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -452583.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -452600.656250 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -452600.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -452611.125000 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -452611.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -452621.125000 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -452621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -452625.218750 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -452625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -452628.375000 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -452628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452630.968750 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -452631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452632.937500 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -452632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -452633.218750 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -452633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452633.687500 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -452633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -452635.187500 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -452635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -452635.500000 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -452635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -452635.312500 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -452635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -452635.656250 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -452635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -452635.656250 Penalty: 2649.089600
	Iteration 28F: 3 clusters Score -452635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -483248.437500 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -483248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -480046.968750 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -480047 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -480932.531250 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -480932.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -481140.500000 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -481140.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -481303.625000 Penalty: 2676.578125
	Iteration 3F: 3 clusters Score -481303.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -481437.000000 Penalty: 2676.578125
	Iteration 4F: 3 clusters Score -481437 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -481568.812500 Penalty: 2676.578125
	Iteration 5Q: 3 clusters Score -481568.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -481649.937500 Penalty: 2676.578125
	Iteration 6Q: 3 clusters Score -481649.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -481727.750000 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -481727.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -481797.062500 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -481797.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -481869.937500 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -481869.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -481957.968750 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -481958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -482034.687500 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -482034.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -482091.718750 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -482091.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -482131.875000 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -482131.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -482171.375000 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -482171.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -482211.687500 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -482211.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -482260.093750 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -482260.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -482298.718750 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -482298.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -482333.437500 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -482333.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -482354.718750 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -482354.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -482376.156250 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -482376.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -482400.312500 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -482400.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -482415.593750 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -482415.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -482433.343750 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -482433.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -482449.656250 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -482449.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -482470.875000 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -482470.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -482485.187500 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -482485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -482494.937500 Penalty: 2676.578125
	Iteration 27Q: 3 clusters Score -482494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -482502.406250 Penalty: 2676.578125
	Iteration 28Q: 3 clusters Score -482502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -482508.343750 Penalty: 2676.578125
	Iteration 29Q: 3 clusters Score -482508.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -482515.281250 Penalty: 2676.578125
	Iteration 30Q: 3 clusters Score -482515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -482525.000000 Penalty: 2676.578125
	Iteration 31Q: 3 clusters Score -482525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -482533.062500 Penalty: 2676.578125
	Iteration 32Q: 3 clusters Score -482533.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -482545.500000 Penalty: 2676.578125
	Iteration 33Q: 3 clusters Score -482545.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -482563.687500 Penalty: 2676.578125
	Iteration 34Q: 3 clusters Score -482563.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -482580.218750 Penalty: 2676.578125
	Iteration 35Q: 3 clusters Score -482580.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -482592.281250 Penalty: 2676.578125
	Iteration 36Q: 3 clusters Score -482592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -482601.656250 Penalty: 2676.578125
	Iteration 37Q: 3 clusters Score -482601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -482606.406250 Penalty: 2676.578125
	Iteration 38Q: 3 clusters Score -482606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -482611.812500 Penalty: 2676.578125
	Iteration 39Q: 3 clusters Score -482611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -482617.406250 Penalty: 2676.578125
	Iteration 40F: 3 clusters Score -482617.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -482625.531250 Penalty: 2676.578125
	Iteration 41Q: 3 clusters Score -482625.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -482632.468750 Penalty: 2676.578125
	Iteration 42Q: 3 clusters Score -482632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -482639.343750 Penalty: 2676.578125
	Iteration 43Q: 3 clusters Score -482639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -482642.031250 Penalty: 2676.578125
	Iteration 44Q: 3 clusters Score -482642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -482643.812500 Penalty: 2676.578125
	Iteration 45Q: 3 clusters Score -482643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -482645.781250 Penalty: 2676.578125
	Iteration 46Q: 3 clusters Score -482645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -482646.968750 Penalty: 2676.578125
	Iteration 47Q: 3 clusters Score -482647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -482647.906250 Penalty: 2676.578125
	Iteration 48Q: 3 clusters Score -482647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -482649.562500 Penalty: 2676.578125
	Iteration 49Q: 3 clusters Score -482649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -482651.500000 Penalty: 2676.578125
	Iteration 50Q: 3 clusters Score -482651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -482651.812500 Penalty: 2676.578125
	Iteration 51Q: 3 clusters Score -482651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -482651.250000 Penalty: 2676.578125
	Iteration 52Q: 3 clusters Score -482651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -482652.500000 Penalty: 2676.578125
	Iteration 53Q: 3 clusters Score -482652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -482652.500000 Penalty: 2676.578125
	Iteration 54F: 3 clusters Score -482652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 203 members 
Entering Unmasked Estep 
Score: -42671.085938 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42671.09 nChanged 102
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: -43006.835938 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -43006.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43205.710938 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -43205.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43285.101562 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -43285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43316.957031 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43316.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43321.632812 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43321.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43322.386719 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43322.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43322.386719 Penalty: 1946.412354
	Iteration 7F: 3 clusters Score -43322.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -603892.562500 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -603892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -600045.562500 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -600045.6 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -601073.500000 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -601073.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -601250.062500 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -601250.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -601384.500000 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -601384.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -601489.250000 Penalty: 2750.046143
	Iteration 4Q: 3 clusters Score -601489.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -601592.250000 Penalty: 2750.046143
	Iteration 5Q: 3 clusters Score -601592.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -601685.500000 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -601685.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -601787.812500 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -601787.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -601898.687500 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -601898.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -602019.375000 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -602019.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -602151.812500 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -602151.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -602255.500000 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -602255.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -602344.812500 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -602344.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -602422.562500 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -602422.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -602495.125000 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -602495.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -602533.812500 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -602533.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -602567.812500 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -602567.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -602599.000000 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -602599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -602619.812500 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -602619.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -602636.375000 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -602636.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -602649.250000 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -602649.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -602663.500000 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -602663.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -602676.812500 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -602676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -602689.312500 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -602689.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -602697.250000 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -602697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -602709.812500 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -602709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -602722.750000 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -602722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -602728.562500 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -602728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -602737.750000 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -602737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -602741.812500 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -602741.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -602747.125000 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -602747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -602752.687500 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -602752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -602760.187500 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -602760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -602763.250000 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -602763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -602764.562500 Penalty: 2750.046143
	Iteration 34Q: 3 clusters Score -602764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -602768.812500 Penalty: 2750.046143
	Iteration 35Q: 3 clusters Score -602768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -602771.187500 Penalty: 2750.046143
	Iteration 36Q: 3 clusters Score -602771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -602774.500000 Penalty: 2750.046143
	Iteration 37Q: 3 clusters Score -602774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -602777.500000 Penalty: 2750.046143
	Iteration 38Q: 3 clusters Score -602777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -602779.062500 Penalty: 2750.046143
	Iteration 39Q: 3 clusters Score -602779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -602780.125000 Penalty: 2750.046143
	Iteration 40F: 3 clusters Score -602780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -602781.250000 Penalty: 2750.046143
	Iteration 41Q: 3 clusters Score -602781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -602781.500000 Penalty: 2750.046143
	Iteration 42Q: 3 clusters Score -602781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -602781.625000 Penalty: 2750.046143
	Iteration 43Q: 3 clusters Score -602781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -602783.125000 Penalty: 2750.046143
	Iteration 44Q: 3 clusters Score -602783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -602784.562500 Penalty: 2750.046143
	Iteration 45Q: 3 clusters Score -602784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -602786.375000 Penalty: 2750.046143
	Iteration 46Q: 3 clusters Score -602786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -602786.625000 Penalty: 2750.046143
	Iteration 47Q: 3 clusters Score -602786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -602788.437500 Penalty: 2750.046143
	Iteration 48Q: 3 clusters Score -602788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -602790.437500 Penalty: 2750.046143
	Iteration 49Q: 3 clusters Score -602790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -602795.125000 Penalty: 2750.046143
	Iteration 50Q: 3 clusters Score -602795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -602801.750000 Penalty: 2750.046143
	Iteration 51Q: 3 clusters Score -602801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -602805.437500 Penalty: 2750.046143
	Iteration 52Q: 3 clusters Score -602805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -602807.750000 Penalty: 2750.046143
	Iteration 53Q: 3 clusters Score -602807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -602810.937500 Penalty: 2750.046143
	Iteration 54Q: 3 clusters Score -602810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -602815.125000 Penalty: 2750.046143
	Iteration 55Q: 3 clusters Score -602815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -602816.812500 Penalty: 2750.046143
	Iteration 56Q: 3 clusters Score -602816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -602818.375000 Penalty: 2750.046143
	Iteration 57Q: 3 clusters Score -602818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -602818.250000 Penalty: 2750.046143
	Iteration 58Q: 3 clusters Score -602818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -602817.937500 Penalty: 2750.046143
	Iteration 59Q: 3 clusters Score -602817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -602817.937500 Penalty: 2750.046143
	Iteration 60F: 3 clusters Score -602817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -130793.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -130793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129378.882812 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -129378.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129696.062500 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -129696.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -129834.968750 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -129835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -129938.742188 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -129938.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -130022.882812 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -130022.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -130100.617188 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -130100.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130163.281250 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -130163.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -130200.117188 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -130200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130248.539062 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -130248.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -130305.085938 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -130305.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130409.054688 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -130409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130556.195312 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -130556.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130656.718750 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -130656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -130670.898438 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -130670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130683.148438 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -130683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130687.867188 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -130687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130688.906250 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -130688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130688.906250 Penalty: 2249.859131
	Iteration 17F: 3 clusters Score -130688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152199.906250 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152199.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152514.015625 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152595.984375 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152628.468750 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -152628.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152650.109375 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152650.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152670.031250 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -152692.921875 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -152705.546875 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152705.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -152719.421875 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152739.234375 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152739.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -152759.406250 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152759.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -152783.640625 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152783.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -152808.250000 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -152837.921875 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -152868.343750 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -152868.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -152903.531250 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -152903.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -152929.937500 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -152929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152952.453125 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -152952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -152968.906250 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -152968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -152976.375000 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -152976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -152981.578125 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -152981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -152984.578125 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -152984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -152987.375000 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -152987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -152997.343750 Penalty: 2296.046875
	Iteration 23Q: 3 clusters Score -152997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -153000.578125 Penalty: 2296.046875
	Iteration 24Q: 3 clusters Score -153000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -153002.218750 Penalty: 2296.046875
	Iteration 25Q: 3 clusters Score -153002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -153005.906250 Penalty: 2296.046875
	Iteration 26Q: 3 clusters Score -153005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -153010.171875 Penalty: 2296.046875
	Iteration 27Q: 3 clusters Score -153010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -153011.937500 Penalty: 2296.046875
	Iteration 28Q: 3 clusters Score -153011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -153012.171875 Penalty: 2296.046875
	Iteration 29Q: 3 clusters Score -153012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -153012.171875 Penalty: 2296.046875
	Iteration 30F: 3 clusters Score -153012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -1006851.750000 Penalty: 1452.873413
	Iteration 0F: 2 clusters Score -1006852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1001213.750000 Penalty: 2905.746826
	Iteration 0F: 3 clusters Score -1001214 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1002937.875000 Penalty: 2905.746826
	Iteration 1F: 3 clusters Score -1002938 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1003150.312500 Penalty: 2905.746826
	Iteration 2F: 3 clusters Score -1003150 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1003300.750000 Penalty: 2905.746826
	Iteration 3Q: 3 clusters Score -1003301 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1003438.937500 Penalty: 2905.746826
	Iteration 4Q: 3 clusters Score -1003439 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1003587.437500 Penalty: 2905.746826
	Iteration 5Q: 3 clusters Score -1003587 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1003730.500000 Penalty: 2905.746826
	Iteration 6Q: 3 clusters Score -1003730 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1003895.250000 Penalty: 2905.746826
	Iteration 7Q: 3 clusters Score -1003895 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1004055.250000 Penalty: 2905.746826
	Iteration 8Q: 3 clusters Score -1004055 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1004224.437500 Penalty: 2905.746826
	Iteration 9Q: 3 clusters Score -1004224 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1004422.375000 Penalty: 2905.746826
	Iteration 10Q: 3 clusters Score -1004422 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1004649.500000 Penalty: 2905.746826
	Iteration 11Q: 3 clusters Score -1004650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1004895.750000 Penalty: 2905.746826
	Iteration 12Q: 3 clusters Score -1004896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1005095.562500 Penalty: 2905.746826
	Iteration 13Q: 3 clusters Score -1005096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1005240.875000 Penalty: 2905.746826
	Iteration 14Q: 3 clusters Score -1005241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1005342.312500 Penalty: 2905.746826
	Iteration 15Q: 3 clusters Score -1005342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1005410.625000 Penalty: 2905.746826
	Iteration 16Q: 3 clusters Score -1005411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1005455.437500 Penalty: 2905.746826
	Iteration 17Q: 3 clusters Score -1005455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1005484.687500 Penalty: 2905.746826
	Iteration 18Q: 3 clusters Score -1005485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1005511.687500 Penalty: 2905.746826
	Iteration 19Q: 3 clusters Score -1005512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1005532.125000 Penalty: 2905.746826
	Iteration 20F: 3 clusters Score -1005532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1005547.812500 Penalty: 2905.746826
	Iteration 21Q: 3 clusters Score -1005548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1005560.125000 Penalty: 2905.746826
	Iteration 22Q: 3 clusters Score -1005560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1005571.375000 Penalty: 2905.746826
	Iteration 23Q: 3 clusters Score -1005571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1005583.000000 Penalty: 2905.746826
	Iteration 24Q: 3 clusters Score -1005583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1005590.250000 Penalty: 2905.746826
	Iteration 25Q: 3 clusters Score -1005590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1005599.375000 Penalty: 2905.746826
	Iteration 26Q: 3 clusters Score -1005599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1005604.937500 Penalty: 2905.746826
	Iteration 27Q: 3 clusters Score -1005605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1005607.687500 Penalty: 2905.746826
	Iteration 28Q: 3 clusters Score -1005608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1005610.875000 Penalty: 2905.746826
	Iteration 29Q: 3 clusters Score -1005611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1005612.062500 Penalty: 2905.746826
	Iteration 30Q: 3 clusters Score -1005612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1005615.062500 Penalty: 2905.746826
	Iteration 31Q: 3 clusters Score -1005615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1005618.125000 Penalty: 2905.746826
	Iteration 32Q: 3 clusters Score -1005618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1005620.187500 Penalty: 2905.746826
	Iteration 33Q: 3 clusters Score -1005620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1005622.125000 Penalty: 2905.746826
	Iteration 34Q: 3 clusters Score -1005622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1005625.312500 Penalty: 2905.746826
	Iteration 35Q: 3 clusters Score -1005625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1005625.312500 Penalty: 2905.746826
	Iteration 36F: 3 clusters Score -1005625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Entering Unmasked Estep 
Score: -10176964.000000 Penalty: 1823.259155
	Iteration 0F: 2 clusters Score -1.017696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -10129083.000000 Penalty: 3646.518311
	Iteration 0F: 3 clusters Score -1.012908e+07 nChanged 35455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -10149255.000000 Penalty: 3646.518311
	Iteration 1F: 3 clusters Score -1.014926e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -10149692.000000 Penalty: 3646.518311
	Iteration 2Q: 3 clusters Score -1.014969e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -10150011.000000 Penalty: 3646.518311
	Iteration 3Q: 3 clusters Score -1.015001e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -10150579.000000 Penalty: 3646.518311
	Iteration 4Q: 3 clusters Score -1.015058e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -10151046.000000 Penalty: 3646.518311
	Iteration 5Q: 3 clusters Score -1.015105e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -10151707.000000 Penalty: 3646.518311
	Iteration 6Q: 3 clusters Score -1.015171e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -10152465.000000 Penalty: 3646.518311
	Iteration 7Q: 3 clusters Score -1.015246e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -10153531.000000 Penalty: 3646.518311
	Iteration 8Q: 3 clusters Score -1.015353e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -10154828.000000 Penalty: 3646.518311
	Iteration 9Q: 3 clusters Score -1.015483e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -10156720.000000 Penalty: 3646.518311
	Iteration 10Q: 3 clusters Score -1.015672e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -10159436.000000 Penalty: 3646.518311
	Iteration 11F: 3 clusters Score -1.015944e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -10162495.000000 Penalty: 3646.518311
	Iteration 12F: 3 clusters Score -1.01625e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -10165633.000000 Penalty: 3646.518311
	Iteration 13F: 3 clusters Score -1.016563e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -10167731.000000 Penalty: 3646.518311
	Iteration 14Q: 3 clusters Score -1.016773e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -10169027.000000 Penalty: 3646.518311
	Iteration 15Q: 3 clusters Score -1.016903e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -10170014.000000 Penalty: 3646.518311
	Iteration 16Q: 3 clusters Score -1.017001e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -10170818.000000 Penalty: 3646.518311
	Iteration 17Q: 3 clusters Score -1.017082e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -10171652.000000 Penalty: 3646.518311
	Iteration 18Q: 3 clusters Score -1.017165e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -10172448.000000 Penalty: 3646.518311
	Iteration 19Q: 3 clusters Score -1.017245e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -10173119.000000 Penalty: 3646.518311
	Iteration 20F: 3 clusters Score -1.017312e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -10173628.000000 Penalty: 3646.518311
	Iteration 21Q: 3 clusters Score -1.017363e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -10174002.000000 Penalty: 3646.518311
	Iteration 22Q: 3 clusters Score -1.0174e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -10174348.000000 Penalty: 3646.518311
	Iteration 23Q: 3 clusters Score -1.017435e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -10174676.000000 Penalty: 3646.518311
	Iteration 24Q: 3 clusters Score -1.017468e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -10174898.000000 Penalty: 3646.518311
	Iteration 25Q: 3 clusters Score -1.01749e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -10175027.000000 Penalty: 3646.518311
	Iteration 26Q: 3 clusters Score -1.017503e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -10175196.000000 Penalty: 3646.518311
	Iteration 27Q: 3 clusters Score -1.01752e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -10175264.000000 Penalty: 3646.518311
	Iteration 28Q: 3 clusters Score -1.017526e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10175335.000000 Penalty: 3646.518311
	Iteration 29Q: 3 clusters Score -1.017534e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10175397.000000 Penalty: 3646.518311
	Iteration 30Q: 3 clusters Score -1.01754e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10175428.000000 Penalty: 3646.518311
	Iteration 31Q: 3 clusters Score -1.017543e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10175436.000000 Penalty: 3646.518311
	Iteration 32Q: 3 clusters Score -1.017544e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -10175458.000000 Penalty: 3646.518311
	Iteration 33Q: 3 clusters Score -1.017546e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10175497.000000 Penalty: 3646.518311
	Iteration 34Q: 3 clusters Score -1.01755e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10175533.000000 Penalty: 3646.518311
	Iteration 35Q: 3 clusters Score -1.017553e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10175542.000000 Penalty: 3646.518311
	Iteration 36Q: 3 clusters Score -1.017554e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10175534.000000 Penalty: 3646.518311
	Iteration 37Q: 3 clusters Score -1.017553e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10175549.000000 Penalty: 3646.518311
	Iteration 38Q: 3 clusters Score -1.017555e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10175558.000000 Penalty: 3646.518311
	Iteration 39Q: 3 clusters Score -1.017556e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10175588.000000 Penalty: 3646.518311
	Iteration 40F: 3 clusters Score -1.017559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10175611.000000 Penalty: 3646.518311
	Iteration 41Q: 3 clusters Score -1.017561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10175626.000000 Penalty: 3646.518311
	Iteration 42Q: 3 clusters Score -1.017563e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10175642.000000 Penalty: 3646.518311
	Iteration 43Q: 3 clusters Score -1.017564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10175657.000000 Penalty: 3646.518311
	Iteration 44Q: 3 clusters Score -1.017566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10175675.000000 Penalty: 3646.518311
	Iteration 45Q: 3 clusters Score -1.017568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10175663.000000 Penalty: 3646.518311
	Iteration 46Q: 3 clusters Score -1.017566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10175661.000000 Penalty: 3646.518311
	Iteration 47Q: 3 clusters Score -1.017566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10175684.000000 Penalty: 3646.518311
	Iteration 48Q: 3 clusters Score -1.017568e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10175683.000000 Penalty: 3646.518311
	Iteration 49Q: 3 clusters Score -1.017568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10175693.000000 Penalty: 3646.518311
	Iteration 50Q: 3 clusters Score -1.017569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10175696.000000 Penalty: 3646.518311
	Iteration 51Q: 3 clusters Score -1.01757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10175682.000000 Penalty: 3646.518311
	Iteration 52Q: 3 clusters Score -1.017568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10175676.000000 Penalty: 3646.518311
	Iteration 53Q: 3 clusters Score -1.017568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10175669.000000 Penalty: 3646.518311
	Iteration 54Q: 3 clusters Score -1.017567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10175665.000000 Penalty: 3646.518311
	Iteration 55Q: 3 clusters Score -1.017566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10175670.000000 Penalty: 3646.518311
	Iteration 56Q: 3 clusters Score -1.017567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10175659.000000 Penalty: 3646.518311
	Iteration 57Q: 3 clusters Score -1.017566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10175670.000000 Penalty: 3646.518311
	Iteration 58Q: 3 clusters Score -1.017567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10175670.000000 Penalty: 3646.518311
	Iteration 59Q: 3 clusters Score -1.017567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10175688.000000 Penalty: 3646.518311
	Iteration 60F: 3 clusters Score -1.017569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10175678.000000 Penalty: 3646.518311
	Iteration 61Q: 3 clusters Score -1.017568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10175678.000000 Penalty: 3646.518311
	Iteration 62Q: 3 clusters Score -1.017568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10175670.000000 Penalty: 3646.518311
	Iteration 63Q: 3 clusters Score -1.017567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10175673.000000 Penalty: 3646.518311
	Iteration 64Q: 3 clusters Score -1.017567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10175672.000000 Penalty: 3646.518311
	Iteration 65Q: 3 clusters Score -1.017567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10175691.000000 Penalty: 3646.518311
	Iteration 66Q: 3 clusters Score -1.017569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10175684.000000 Penalty: 3646.518311
	Iteration 67Q: 3 clusters Score -1.017568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10175686.000000 Penalty: 3646.518311
	Iteration 68Q: 3 clusters Score -1.017569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10175679.000000 Penalty: 3646.518311
	Iteration 69Q: 3 clusters Score -1.017568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10175692.000000 Penalty: 3646.518311
	Iteration 70Q: 3 clusters Score -1.017569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10175697.000000 Penalty: 3646.518311
	Iteration 71Q: 3 clusters Score -1.01757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10175704.000000 Penalty: 3646.518311
	Iteration 72Q: 3 clusters Score -1.01757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10175702.000000 Penalty: 3646.518311
	Iteration 73Q: 3 clusters Score -1.01757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10175701.000000 Penalty: 3646.518311
	Iteration 74Q: 3 clusters Score -1.01757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10175715.000000 Penalty: 3646.518311
	Iteration 75Q: 3 clusters Score -1.017572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10175715.000000 Penalty: 3646.518311
	Iteration 76Q: 3 clusters Score -1.017572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10175716.000000 Penalty: 3646.518311
	Iteration 77Q: 3 clusters Score -1.017572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10175714.000000 Penalty: 3646.518311
	Iteration 78Q: 3 clusters Score -1.017571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10175715.000000 Penalty: 3646.518311
	Iteration 79Q: 3 clusters Score -1.017572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10175715.000000 Penalty: 3646.518311
	Iteration 80F: 3 clusters Score -1.017572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10175712.000000 Penalty: 3646.518311
	Iteration 81Q: 3 clusters Score -1.017571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10175710.000000 Penalty: 3646.518311
	Iteration 82Q: 3 clusters Score -1.017571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10175714.000000 Penalty: 3646.518311
	Iteration 83Q: 3 clusters Score -1.017571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10175716.000000 Penalty: 3646.518311
	Iteration 84Q: 3 clusters Score -1.017572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10175713.000000 Penalty: 3646.518311
	Iteration 85Q: 3 clusters Score -1.017571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10175710.000000 Penalty: 3646.518311
	Iteration 86Q: 3 clusters Score -1.017571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10175717.000000 Penalty: 3646.518311
	Iteration 87Q: 3 clusters Score -1.017572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10175725.000000 Penalty: 3646.518311
	Iteration 88Q: 3 clusters Score -1.017572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10175728.000000 Penalty: 3646.518311
	Iteration 89Q: 3 clusters Score -1.017573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10175721.000000 Penalty: 3646.518311
	Iteration 90Q: 3 clusters Score -1.017572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10175723.000000 Penalty: 3646.518311
	Iteration 91Q: 3 clusters Score -1.017572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10175731.000000 Penalty: 3646.518311
	Iteration 92Q: 3 clusters Score -1.017573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10175733.000000 Penalty: 3646.518311
	Iteration 93Q: 3 clusters Score -1.017573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10175734.000000 Penalty: 3646.518311
	Iteration 94Q: 3 clusters Score -1.017573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10175730.000000 Penalty: 3646.518311
	Iteration 95Q: 3 clusters Score -1.017573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10175738.000000 Penalty: 3646.518311
	Iteration 96Q: 3 clusters Score -1.017574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10175726.000000 Penalty: 3646.518311
	Iteration 97Q: 3 clusters Score -1.017573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10175724.000000 Penalty: 3646.518311
	Iteration 98Q: 3 clusters Score -1.017572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10175720.000000 Penalty: 3646.518311
	Iteration 99Q: 3 clusters Score -1.017572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10175724.000000 Penalty: 3646.518311
	Iteration 100F: 3 clusters Score -1.017572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10175727.000000 Penalty: 3646.518311
	Iteration 101Q: 3 clusters Score -1.017573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10175727.000000 Penalty: 3646.518311
	Iteration 102F: 3 clusters Score -1.017573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81652.296875 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81652.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81889.968750 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81889.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81994.484375 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81994.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82098.281250 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -82098.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82167.984375 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82167.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82250.382812 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82250.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82352.953125 Penalty: 2110.961182
	Iteration 6F: 3 clusters Score -82352.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82432.039062 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82432.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82581.414062 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82581.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82780.195312 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82868.343750 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82868.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82907.000000 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82969.531250 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82969.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82990.703125 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82994.281250 Penalty: 2110.961182
	Iteration 14F: 3 clusters Score -82994.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83005.320312 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -83005.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83005.320312 Penalty: 2110.961182
	Iteration 16F: 3 clusters Score -83005.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 270 members 
Entering Unmasked Estep 
Score: -68998008.000000 Penalty: 156371.718750
Splitting cluster 28 changes total score from -68998896.000000 to -68998008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (34210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Entering Unmasked Estep 
Score: -4432716.500000 Penalty: 1696.544434
	Iteration 0F: 2 clusters Score -4432716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4409908.500000 Penalty: 3393.088867
	Iteration 0F: 3 clusters Score -4409908 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4418718.500000 Penalty: 3393.088867
	Iteration 1F: 3 clusters Score -4418718 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4419390.500000 Penalty: 3393.088867
	Iteration 2Q: 3 clusters Score -4419390 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4420122.500000 Penalty: 3393.088867
	Iteration 3F: 3 clusters Score -4420122 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4420874.000000 Penalty: 3393.088867
	Iteration 4F: 3 clusters Score -4420874 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4421724.000000 Penalty: 3393.088867
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4423430 nChanged 1664
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4424294 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4425882 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4426564 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4427260 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4427986 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4428592 nChanged 878
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4429061 nChanged 768
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Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4429416 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4429961 nChanged 452
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Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4430085 nChanged 335
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Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4430175 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4430212 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4430265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4430306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4430300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4430332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4430362 nChanged 144
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Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4430379 nChanged 126
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Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4430383 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4430382 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4430404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4430406 nChanged 67
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Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4430420 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4430413 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4430408 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4430414 nChanged 63
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Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4430414 nChanged 78
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Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4430429 nChanged 88
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Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4430430 nChanged 102
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Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4430453 nChanged 114
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Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4430464 nChanged 121
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Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 11217 members 
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	Iteration 41Q: 3 clusters Score -4430494 nChanged 124
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Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4430514 nChanged 137
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Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4430533 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4430554 nChanged 180
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Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4430596 nChanged 196
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Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4430620 nChanged 194
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Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 10218 members 
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	Iteration 47Q: 3 clusters Score -4430666 nChanged 218
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Mstep: Class 1 contains 24210 members 
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	Iteration 48Q: 3 clusters Score -4430688 nChanged 230
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Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4430758 nChanged 243
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Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4430824 nChanged 298
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Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4430878 nChanged 328
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Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 8905 members 
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	Iteration 52Q: 3 clusters Score -4430986 nChanged 341
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Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 8568 members 
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	Iteration 53Q: 3 clusters Score -4431093 nChanged 379
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Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 8195 members 
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	Iteration 54Q: 3 clusters Score -4431196 nChanged 357
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Mstep: Class 1 contains 26372 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4431318 nChanged 350
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Mstep: Class 1 contains 26720 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4431430 nChanged 351
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Mstep: Class 1 contains 27069 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4431514 nChanged 346
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Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 6795 members 
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	Iteration 58Q: 3 clusters Score -4431625 nChanged 321
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Mstep: Class 1 contains 27734 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4431697 nChanged 292
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Mstep: Class 1 contains 28024 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4431755 nChanged 281
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Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 5907 members 
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	Iteration 61Q: 3 clusters Score -4431847 nChanged 263
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Mstep: Class 1 contains 28564 members 
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	Iteration 62Q: 3 clusters Score -4431934 nChanged 259
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Mstep: Class 1 contains 28823 members 
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	Iteration 63Q: 3 clusters Score -4432001 nChanged 209
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Mstep: Class 1 contains 29030 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4432038 nChanged 197
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Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 4989 members 
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	Iteration 65Q: 3 clusters Score -4432072 nChanged 187
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Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4432124 nChanged 169
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Mstep: Class 1 contains 29571 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4432164 nChanged 164
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Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4432200 nChanged 156
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Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4432238 nChanged 134
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Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4432276 nChanged 110
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Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4432300 nChanged 89
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Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4432322 nChanged 65
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Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4432326 nChanged 62
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Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4432338 nChanged 66
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Mstep: Class 1 contains 30367 members 
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	Iteration 75Q: 3 clusters Score -4432348 nChanged 52
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Mstep: Class 1 contains 30415 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4432368 nChanged 55
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Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4432381 nChanged 62
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Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4432401 nChanged 69
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Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4432425 nChanged 88
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Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4432461 nChanged 86
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Mstep: Class 1 contains 30743 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4432514 nChanged 91
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Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4432547 nChanged 83
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Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4432584 nChanged 80
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Mstep: Class 1 contains 30925 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4432610 nChanged 77
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Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4432639 nChanged 63
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Mstep: Class 1 contains 30989 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4432649 nChanged 49
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Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4432664 nChanged 34
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4432672 nChanged 25
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Mstep: Class 1 contains 31039 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4432670 nChanged 19
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Mstep: Class 1 contains 31052 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4432680 nChanged 13
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Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4432677 nChanged 12
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Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4432678 nChanged 9
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Mstep: Class 1 contains 31070 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4432679 nChanged 4
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Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4432681 nChanged 5
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Mstep: Class 1 contains 31077 members 
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	Iteration 95Q: 3 clusters Score -4432683 nChanged 4
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	Iteration 96Q: 3 clusters Score -4432678 nChanged 3
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Mstep: Class 1 contains 31076 members 
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	Iteration 97Q: 3 clusters Score -4432679 nChanged 3
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Score: -4432683.000000 Penalty: 3393.088867
	Iteration 98Q: 3 clusters Score -4432683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4432682.500000 Penalty: 3393.088867
	Iteration 99Q: 3 clusters Score -4432682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4432684.000000 Penalty: 3393.088867
	Iteration 100F: 3 clusters Score -4432684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4432681.500000 Penalty: 3393.088867
	Iteration 101Q: 3 clusters Score -4432682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4432680.000000 Penalty: 3393.088867
	Iteration 102Q: 3 clusters Score -4432680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4432680.000000 Penalty: 3393.088867
	Iteration 103F: 3 clusters Score -4432680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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 213 members 
Entering Unmasked Estep 
Score: -58576.433594 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58576.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58729.812500 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58729.81 nChanged 33
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: -58774.425781 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58774.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58793.507812 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58793.51 nChanged 5
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: -58796.089844 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58796.09 nChanged 0
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: -58796.089844 Penalty: 2009.177612
	Iteration 5F: 3 clusters Score -58796.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3455517.000000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455517 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3462143.000000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462143 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3462549.750000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462550 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3463022.000000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3463022 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3463664.500000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3463664 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3464506.000000 Penalty: 3303.776855
	Iteration 5F: 3 clusters Score -3464506 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3465583.000000 Penalty: 3303.776855
	Iteration 6F: 3 clusters Score -3465583 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3467009.750000 Penalty: 3303.776855
	Iteration 7F: 3 clusters Score -3467010 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3468595.250000 Penalty: 3303.776855
	Iteration 8F: 3 clusters Score -3468595 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3470065.500000 Penalty: 3303.776855
	Iteration 9F: 3 clusters Score -3470066 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3471012.500000 Penalty: 3303.776855
	Iteration 10Q: 3 clusters Score -3471012 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3471527.000000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3471527 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3471801.750000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3471802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3471942.750000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3471943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3472048.500000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3472048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3472110.750000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3472111 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3472154.250000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3472199.500000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3472223.500000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3472262.250000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3472290.500000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3472301.250000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3472312.500000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3472329.000000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3472329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3472340.500000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3472340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3472341.000000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3472341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3472356.250000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3472356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3472356.750000 Penalty: 3303.776855
	Iteration 27Q: 3 clusters Score -3472357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3472355.250000 Penalty: 3303.776855
	Iteration 28Q: 3 clusters Score -3472355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3472361.500000 Penalty: 3303.776855
	Iteration 29Q: 3 clusters Score -3472362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3472368.000000 Penalty: 3303.776855
	Iteration 30Q: 3 clusters Score -3472368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3472373.000000 Penalty: 3303.776855
	Iteration 31Q: 3 clusters Score -3472373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3472368.500000 Penalty: 3303.776855
	Iteration 32Q: 3 clusters Score -3472368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3472368.500000 Penalty: 3303.776855
	Iteration 33Q: 3 clusters Score -3472368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3472380.000000 Penalty: 3303.776855
	Iteration 34Q: 3 clusters Score -3472380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3472375.250000 Penalty: 3303.776855
	Iteration 35Q: 3 clusters Score -3472375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3472378.250000 Penalty: 3303.776855
	Iteration 36Q: 3 clusters Score -3472378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3472383.250000 Penalty: 3303.776855
	Iteration 37Q: 3 clusters Score -3472383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3472381.500000 Penalty: 3303.776855
	Iteration 38Q: 3 clusters Score -3472382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3472386.250000 Penalty: 3303.776855
	Iteration 39Q: 3 clusters Score -3472386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3472397.250000 Penalty: 3303.776855
	Iteration 40F: 3 clusters Score -3472397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3472400.750000 Penalty: 3303.776855
	Iteration 41Q: 3 clusters Score -3472401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3472411.250000 Penalty: 3303.776855
	Iteration 42Q: 3 clusters Score -3472411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3472409.750000 Penalty: 3303.776855
	Iteration 43Q: 3 clusters Score -3472410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3472419.500000 Penalty: 3303.776855
	Iteration 44Q: 3 clusters Score -3472420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3472418.500000 Penalty: 3303.776855
	Iteration 45Q: 3 clusters Score -3472418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3472416.500000 Penalty: 3303.776855
	Iteration 46Q: 3 clusters Score -3472416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3472418.750000 Penalty: 3303.776855
	Iteration 47Q: 3 clusters Score -3472419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3472426.500000 Penalty: 3303.776855
	Iteration 48Q: 3 clusters Score -3472426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3472426.500000 Penalty: 3303.776855
	Iteration 49Q: 3 clusters Score -3472426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3472438.500000 Penalty: 3303.776855
	Iteration 50Q: 3 clusters Score -3472438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3472434.000000 Penalty: 3303.776855
	Iteration 51Q: 3 clusters Score -3472434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3472435.750000 Penalty: 3303.776855
	Iteration 52Q: 3 clusters Score -3472436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3472440.000000 Penalty: 3303.776855
	Iteration 53Q: 3 clusters Score -3472440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3472444.000000 Penalty: 3303.776855
	Iteration 54Q: 3 clusters Score -3472444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3472446.250000 Penalty: 3303.776855
	Iteration 55Q: 3 clusters Score -3472446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3472458.750000 Penalty: 3303.776855
	Iteration 56Q: 3 clusters Score -3472459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3472461.000000 Penalty: 3303.776855
	Iteration 57Q: 3 clusters Score -3472461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3472453.000000 Penalty: 3303.776855
	Iteration 58Q: 3 clusters Score -3472453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3472459.750000 Penalty: 3303.776855
	Iteration 59Q: 3 clusters Score -3472460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3472459.250000 Penalty: 3303.776855
	Iteration 60F: 3 clusters Score -3472459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3472464.250000 Penalty: 3303.776855
	Iteration 61Q: 3 clusters Score -3472464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3472464.250000 Penalty: 3303.776855
	Iteration 62Q: 3 clusters Score -3472464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3472466.000000 Penalty: 3303.776855
	Iteration 63Q: 3 clusters Score -3472466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3472459.750000 Penalty: 3303.776855
	Iteration 64Q: 3 clusters Score -3472460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3472463.000000 Penalty: 3303.776855
	Iteration 65Q: 3 clusters Score -3472463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3472465.750000 Penalty: 3303.776855
	Iteration 66Q: 3 clusters Score -3472466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3472468.750000 Penalty: 3303.776855
	Iteration 67Q: 3 clusters Score -3472469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3472474.500000 Penalty: 3303.776855
	Iteration 68Q: 3 clusters Score -3472474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3472473.500000 Penalty: 3303.776855
	Iteration 69Q: 3 clusters Score -3472474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3472470.250000 Penalty: 3303.776855
	Iteration 70Q: 3 clusters Score -3472470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3472470.250000 Penalty: 3303.776855
	Iteration 71F: 3 clusters Score -3472470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159963.796875 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159963.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160174.906250 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160174.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160226.000000 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -160256.718750 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160256.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160289.578125 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160289.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160307.156250 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160318.562500 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160318.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160331.328125 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160340.406250 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160351.921875 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160359.640625 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160365.843750 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160367.625000 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160370.281250 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160373.796875 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -160373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160375.000000 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -160375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160375.000000 Penalty: 2244.369873
	Iteration 16F: 3 clusters Score -160375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32123.845703 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32123.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32224.441406 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32224.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32247.119141 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32247.12 nChanged 1
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: -32248.550781 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32248.55 nChanged 0
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: -32248.550781 Penalty: 1802.182617
	Iteration 4F: 3 clusters Score -32248.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -648305.312500 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -648305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -644381.875000 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -644381.9 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -645524.187500 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -645524.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -645850.500000 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -645850.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -646189.562500 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -646189.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -646507.312500 Penalty: 2763.176025
	Iteration 4F: 3 clusters Score -646507.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -646742.562500 Penalty: 2763.176025
	Iteration 5F: 3 clusters Score -646742.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -646922.562500 Penalty: 2763.176025
	Iteration 6Q: 3 clusters Score -646922.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -647043.812500 Penalty: 2763.176025
	Iteration 7Q: 3 clusters Score -647043.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -647129.312500 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -647129.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -647196.125000 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -647196.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -647249.875000 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -647249.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -647292.625000 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -647292.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -647328.562500 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -647328.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -647363.312500 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -647363.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -647412.187500 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -647412.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -647469.875000 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -647469.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -647524.437500 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -647524.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -647574.875000 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -647574.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -647598.500000 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -647598.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -647626.750000 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -647626.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -647639.375000 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -647639.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -647653.562500 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -647653.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -647663.375000 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -647663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -647674.437500 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -647674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -647687.375000 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -647687.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -647695.562500 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -647695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -647700.937500 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -647700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -647703.062500 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -647703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -647705.812500 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -647705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -647710.875000 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -647710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -647717.750000 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -647717.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -647726.562500 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -647726.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -647733.750000 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -647733.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -647744.187500 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -647744.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -647758.750000 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -647758.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -647776.812500 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -647776.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -647800.062500 Penalty: 2763.176025
	Iteration 36Q: 3 clusters Score -647800.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -647828.125000 Penalty: 2763.176025
	Iteration 37Q: 3 clusters Score -647828.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -647872.125000 Penalty: 2763.176025
	Iteration 38Q: 3 clusters Score -647872.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -647925.437500 Penalty: 2763.176025
	Iteration 39Q: 3 clusters Score -647925.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -648008.875000 Penalty: 2763.176025
	Iteration 40F: 3 clusters Score -648008.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -648111.500000 Penalty: 2763.176025
	Iteration 41Q: 3 clusters Score -648111.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -648180.000000 Penalty: 2763.176025
	Iteration 42Q: 3 clusters Score -648180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -648212.812500 Penalty: 2763.176025
	Iteration 43Q: 3 clusters Score -648212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -648231.562500 Penalty: 2763.176025
	Iteration 44Q: 3 clusters Score -648231.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -648250.500000 Penalty: 2763.176025
	Iteration 45Q: 3 clusters Score -648250.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -648264.125000 Penalty: 2763.176025
	Iteration 46Q: 3 clusters Score -648264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -648271.562500 Penalty: 2763.176025
	Iteration 47Q: 3 clusters Score -648271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -648274.437500 Penalty: 2763.176025
	Iteration 48Q: 3 clusters Score -648274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -648277.875000 Penalty: 2763.176025
	Iteration 49Q: 3 clusters Score -648277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -648278.062500 Penalty: 2763.176025
	Iteration 50Q: 3 clusters Score -648278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -648278.062500 Penalty: 2763.176025
	Iteration 51Q: 3 clusters Score -648278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -648280.187500 Penalty: 2763.176025
	Iteration 52Q: 3 clusters Score -648280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -648281.375000 Penalty: 2763.176025
	Iteration 53Q: 3 clusters Score -648281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -648281.375000 Penalty: 2763.176025
	Iteration 54F: 3 clusters Score -648281.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34640.902344 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34640.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34799.292969 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34799.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34871.902344 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -34871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34940.304688 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -34940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35036.515625 Penalty: 1864.385986
	Iteration 4F: 3 clusters Score -35036.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35083.183594 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35083.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35105.472656 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35105.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35106.375000 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -35106.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35106.375000 Penalty: 1864.385986
	Iteration 8F: 3 clusters Score -35106.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 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 77 members 
Entering Unmasked Estep 
Score: -15369.349609 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15369.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15517.446289 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15517.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15562.254883 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -15562.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15567.817383 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15567.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15567.817383 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -15567.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -1022015.250000 Penalty: 1461.996216
	Iteration 0F: 2 clusters Score -1022015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1016032.187500 Penalty: 2923.992432
	Iteration 0F: 3 clusters Score -1016032 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1017960.937500 Penalty: 2923.992432
	Iteration 1F: 3 clusters Score -1017961 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1018246.062500 Penalty: 2923.992432
	Iteration 2F: 3 clusters Score -1018246 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1018477.812500 Penalty: 2923.992432
	Iteration 3F: 3 clusters Score -1018478 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1018686.937500 Penalty: 2923.992432
	Iteration 4Q: 3 clusters Score -1018687 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1018929.000000 Penalty: 2923.992432
	Iteration 5Q: 3 clusters Score -1018929 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1019226.750000 Penalty: 2923.992432
	Iteration 6F: 3 clusters Score -1019227 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1019540.500000 Penalty: 2923.992432
	Iteration 7F: 3 clusters Score -1019540 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1019834.750000 Penalty: 2923.992432
	Iteration 8F: 3 clusters Score -1019835 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1020053.500000 Penalty: 2923.992432
	Iteration 9Q: 3 clusters Score -1020054 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1020232.000000 Penalty: 2923.992432
	Iteration 10Q: 3 clusters Score -1020232 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1020379.625000 Penalty: 2923.992432
	Iteration 11Q: 3 clusters Score -1020380 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1020515.250000 Penalty: 2923.992432
	Iteration 12Q: 3 clusters Score -1020515 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1020605.375000 Penalty: 2923.992432
	Iteration 13Q: 3 clusters Score -1020605 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1020672.250000 Penalty: 2923.992432
	Iteration 14Q: 3 clusters Score -1020672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1020733.437500 Penalty: 2923.992432
	Iteration 15Q: 3 clusters Score -1020733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1020775.312500 Penalty: 2923.992432
	Iteration 16Q: 3 clusters Score -1020775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1020798.562500 Penalty: 2923.992432
	Iteration 17Q: 3 clusters Score -1020799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1020817.187500 Penalty: 2923.992432
	Iteration 18Q: 3 clusters Score -1020817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1020834.000000 Penalty: 2923.992432
	Iteration 19Q: 3 clusters Score -1020834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1020843.250000 Penalty: 2923.992432
	Iteration 20F: 3 clusters Score -1020843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1020849.312500 Penalty: 2923.992432
	Iteration 21Q: 3 clusters Score -1020849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1020853.500000 Penalty: 2923.992432
	Iteration 22Q: 3 clusters Score -1020854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1020855.937500 Penalty: 2923.992432
	Iteration 23Q: 3 clusters Score -1020856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1020857.812500 Penalty: 2923.992432
	Iteration 24Q: 3 clusters Score -1020858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1020862.750000 Penalty: 2923.992432
	Iteration 25Q: 3 clusters Score -1020863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1020865.500000 Penalty: 2923.992432
	Iteration 26Q: 3 clusters Score -1020866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1020867.312500 Penalty: 2923.992432
	Iteration 27Q: 3 clusters Score -1020867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1020869.375000 Penalty: 2923.992432
	Iteration 28Q: 3 clusters Score -1020869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1020869.625000 Penalty: 2923.992432
	Iteration 29Q: 3 clusters Score -1020870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1020870.562500 Penalty: 2923.992432
	Iteration 30Q: 3 clusters Score -1020871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1020872.375000 Penalty: 2923.992432
	Iteration 31Q: 3 clusters Score -1020872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1020873.812500 Penalty: 2923.992432
	Iteration 32Q: 3 clusters Score -1020874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1020874.062500 Penalty: 2923.992432
	Iteration 33Q: 3 clusters Score -1020874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1020872.812500 Penalty: 2923.992432
	Iteration 34Q: 3 clusters Score -1020873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1020872.375000 Penalty: 2923.992432
	Iteration 35Q: 3 clusters Score -1020872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1020874.812500 Penalty: 2923.992432
	Iteration 36Q: 3 clusters Score -1020875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1020874.312500 Penalty: 2923.992432
	Iteration 37Q: 3 clusters Score -1020874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1020874.750000 Penalty: 2923.992432
	Iteration 38Q: 3 clusters Score -1020875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1020877.125000 Penalty: 2923.992432
	Iteration 39Q: 3 clusters Score -1020877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1020875.562500 Penalty: 2923.992432
	Iteration 40F: 3 clusters Score -1020876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1020874.812500 Penalty: 2923.992432
	Iteration 41Q: 3 clusters Score -1020875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1020876.125000 Penalty: 2923.992432
	Iteration 42Q: 3 clusters Score -1020876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1020876.375000 Penalty: 2923.992432
	Iteration 43Q: 3 clusters Score -1020876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1020876.000000 Penalty: 2923.992432
	Iteration 44Q: 3 clusters Score -1020876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1020876.000000 Penalty: 2923.992432
	Iteration 45F: 3 clusters Score -1020876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Entering Unmasked Estep 
Score: -502027.312500 Penalty: 1354.078247
	Iteration 0F: 2 clusters Score -502027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -498614.812500 Penalty: 2708.156494
	Iteration 0F: 3 clusters Score -498614.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -499664.843750 Penalty: 2708.156494
	Iteration 1F: 3 clusters Score -499664.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -499952.468750 Penalty: 2708.156494
	Iteration 2F: 3 clusters Score -499952.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -500212.968750 Penalty: 2708.156494
	Iteration 3F: 3 clusters Score -500213 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -500513.937500 Penalty: 2708.156494
	Iteration 4F: 3 clusters Score -500513.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -500892.593750 Penalty: 2708.156494
	Iteration 5F: 3 clusters Score -500892.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -501252.625000 Penalty: 2708.156494
	Iteration 6F: 3 clusters Score -501252.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -501536.281250 Penalty: 2708.156494
	Iteration 7F: 3 clusters Score -501536.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -501723.593750 Penalty: 2708.156494
	Iteration 8Q: 3 clusters Score -501723.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -501846.375000 Penalty: 2708.156494
	Iteration 9Q: 3 clusters Score -501846.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -501966.843750 Penalty: 2708.156494
	Iteration 10Q: 3 clusters Score -501966.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -502190.281250 Penalty: 2708.156494
	Iteration 11Q: 3 clusters Score -502190.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -502329.156250 Penalty: 2708.156494
	Iteration 12Q: 3 clusters Score -502329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -502358.718750 Penalty: 2708.156494
	Iteration 13Q: 3 clusters Score -502358.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -502369.437500 Penalty: 2708.156494
	Iteration 14Q: 3 clusters Score -502369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -502374.093750 Penalty: 2708.156494
	Iteration 15Q: 3 clusters Score -502374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -502377.781250 Penalty: 2708.156494
	Iteration 16Q: 3 clusters Score -502377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -502378.625000 Penalty: 2708.156494
	Iteration 17Q: 3 clusters Score -502378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -502378.625000 Penalty: 2708.156494
	Iteration 18F: 3 clusters Score -502378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 1000 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 3158 members 
Entering Unmasked Estep 
Score: -68998416.000000 Penalty: 156371.718750
Splitting cluster 38 changes total score from -68998896.000000 to -68998416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21398.861328 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21398.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21507.685547 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21507.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21525.556641 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -21525.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21528.644531 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21528.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21529.152344 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21529.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21529.152344 Penalty: 1726.791992
	Iteration 5F: 3 clusters Score -21529.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -623693.625000 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -623693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -619813.437500 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -619813.4 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -620909.500000 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -620909.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -621100.500000 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -621100.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -621246.500000 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -621246.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -621345.125000 Penalty: 2760.924561
	Iteration 4Q: 3 clusters Score -621345.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -621442.125000 Penalty: 2760.924561
	Iteration 5Q: 3 clusters Score -621442.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -621547.750000 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -621547.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -621644.000000 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -621644 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -621758.687500 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -621758.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -621901.687500 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -621901.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -622033.125000 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -622033.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -622170.437500 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -622170.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -622308.625000 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -622308.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -622424.062500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -622424.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -622521.500000 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -622521.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -622590.187500 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -622590.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -622642.437500 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -622642.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -622690.875000 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -622690.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -622711.625000 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -622711.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -622728.500000 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -622728.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -622748.687500 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -622748.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -622770.812500 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -622770.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -622792.812500 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -622792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -622811.125000 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -622811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -622820.000000 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -622820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -622825.125000 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -622825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -622830.625000 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -622830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -622834.750000 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -622834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -622838.937500 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -622838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -622843.562500 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -622843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -622847.250000 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -622847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -622849.625000 Penalty: 2760.924561
	Iteration 31Q: 3 clusters Score -622849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -622850.687500 Penalty: 2760.924561
	Iteration 32Q: 3 clusters Score -622850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -622850.250000 Penalty: 2760.924561
	Iteration 33Q: 3 clusters Score -622850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -622852.062500 Penalty: 2760.924561
	Iteration 34Q: 3 clusters Score -622852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -622850.625000 Penalty: 2760.924561
	Iteration 35Q: 3 clusters Score -622850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -622851.562500 Penalty: 2760.924561
	Iteration 36Q: 3 clusters Score -622851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -622851.562500 Penalty: 2760.924561
	Iteration 37F: 3 clusters Score -622851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244604.890625 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244604.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -245106.453125 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245106.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -245290.828125 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245290.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -245382.171875 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245382.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -245447.437500 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245447.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -245517.312500 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245517.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -245571.484375 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245571.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -245605.093750 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245605.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -245640.234375 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245640.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -245687.187500 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245687.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -245735.468750 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245735.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -245776.046875 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -245809.187500 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245809.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -245836.687500 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245836.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -245863.218750 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -245886.062500 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245886.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -245908.656250 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245908.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -245932.671875 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245932.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245960.031250 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -245979.125000 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -245988.609375 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -245995.875000 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -245999.265625 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -245999.531250 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -245999.968750 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -246000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -246000.593750 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -246000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -246001.609375 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -246001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -246003.109375 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -246003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -246003.640625 Penalty: 2453.964844
	Iteration 28Q: 3 clusters Score -246003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -246003.640625 Penalty: 2453.964844
	Iteration 29F: 3 clusters Score -246003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18084.136719 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18084.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18222.888672 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18222.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18303.455078 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18303.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18342.195312 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -18342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18376.025391 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18376.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18399.115234 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18399.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18410.312500 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18410.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18442.156250 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18442.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18456.751953 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18456.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18466.185547 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18466.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18482.705078 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -18482.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18507.726562 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -18507.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18518.212891 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -18518.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18520.605469 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -18520.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18527.896484 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -18527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18537.251953 Penalty: 1924.512939
	Iteration 15Q: 3 clusters Score -18537.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18540.966797 Penalty: 1924.512939
	Iteration 16Q: 3 clusters Score -18540.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18541.595703 Penalty: 1924.512939
	Iteration 17Q: 3 clusters Score -18541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18541.595703 Penalty: 1924.512939
	Iteration 18F: 3 clusters Score -18541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193364.218750 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -191607.734375 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191607.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191937.609375 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191937.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192015.187500 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192015.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192055.625000 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -192055.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -192081.046875 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192102.906250 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192118.000000 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192128.390625 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192133.828125 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192145.593750 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -192158.421875 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192165.656250 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -192171.500000 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192171.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192174.250000 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192176.421875 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192177.890625 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192179.750000 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -192179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192180.953125 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -192181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192181.328125 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -192181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192181.796875 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -192181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192181.796875 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -192181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (73785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Entering Unmasked Estep 
Score: -10072017.000000 Penalty: 1821.447998
	Iteration 0F: 2 clusters Score -1.007202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -10026838.000000 Penalty: 3642.895996
	Iteration 0F: 3 clusters Score -1.002684e+07 nChanged 35015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -10047664.000000 Penalty: 3642.895996
	Iteration 1F: 3 clusters Score -1.004766e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -10049267.000000 Penalty: 3642.895996
	Iteration 2Q: 3 clusters Score -1.004927e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -10051602.000000 Penalty: 3642.895996
	Iteration 3F: 3 clusters Score -1.00516e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -10055376.000000 Penalty: 3642.895996
	Iteration 4F: 3 clusters Score -1.005538e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -10060653.000000 Penalty: 3642.895996
	Iteration 5F: 3 clusters Score -1.006065e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -10066229.000000 Penalty: 3642.895996
	Iteration 6F: 3 clusters Score -1.006623e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -10069364.000000 Penalty: 3642.895996
	Iteration 7F: 3 clusters Score -1.006936e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -10070592.000000 Penalty: 3642.895996
	Iteration 8Q: 3 clusters Score -1.007059e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -10071131.000000 Penalty: 3642.895996
	Iteration 9Q: 3 clusters Score -1.007113e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -10071501.000000 Penalty: 3642.895996
	Iteration 10Q: 3 clusters Score -1.00715e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -10071734.000000 Penalty: 3642.895996
	Iteration 11Q: 3 clusters Score -1.007173e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -10071858.000000 Penalty: 3642.895996
	Iteration 12Q: 3 clusters Score -1.007186e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -10071901.000000 Penalty: 3642.895996
	Iteration 13Q: 3 clusters Score -1.00719e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -10071893.000000 Penalty: 3642.895996
	Iteration 14Q: 3 clusters Score -1.007189e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -10071948.000000 Penalty: 3642.895996
	Iteration 15Q: 3 clusters Score -1.007195e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -10071979.000000 Penalty: 3642.895996
	Iteration 16Q: 3 clusters Score -1.007198e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -10072020.000000 Penalty: 3642.895996
	Iteration 17Q: 3 clusters Score -1.007202e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10072043.000000 Penalty: 3642.895996
	Iteration 18Q: 3 clusters Score -1.007204e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -10072043.000000 Penalty: 3642.895996
	Iteration 19Q: 3 clusters Score -1.007204e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -10072049.000000 Penalty: 3642.895996
	Iteration 20F: 3 clusters Score -1.007205e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -10072083.000000 Penalty: 3642.895996
	Iteration 21Q: 3 clusters Score -1.007208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -10072074.000000 Penalty: 3642.895996
	Iteration 22Q: 3 clusters Score -1.007207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -10072059.000000 Penalty: 3642.895996
	Iteration 23Q: 3 clusters Score -1.007206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -10072065.000000 Penalty: 3642.895996
	Iteration 24Q: 3 clusters Score -1.007206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -10072052.000000 Penalty: 3642.895996
	Iteration 25Q: 3 clusters Score -1.007205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -10072062.000000 Penalty: 3642.895996
	Iteration 26Q: 3 clusters Score -1.007206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -10072053.000000 Penalty: 3642.895996
	Iteration 27Q: 3 clusters Score -1.007205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -10072058.000000 Penalty: 3642.895996
	Iteration 28Q: 3 clusters Score -1.007206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -10072044.000000 Penalty: 3642.895996
	Iteration 29Q: 3 clusters Score -1.007204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -10072070.000000 Penalty: 3642.895996
	Iteration 30Q: 3 clusters Score -1.007207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -10072073.000000 Penalty: 3642.895996
	Iteration 31Q: 3 clusters Score -1.007207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -10072062.000000 Penalty: 3642.895996
	Iteration 32Q: 3 clusters Score -1.007206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -10072055.000000 Penalty: 3642.895996
	Iteration 33Q: 3 clusters Score -1.007206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -10072056.000000 Penalty: 3642.895996
	Iteration 34Q: 3 clusters Score -1.007206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -10072065.000000 Penalty: 3642.895996
	Iteration 35Q: 3 clusters Score -1.007206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -10072051.000000 Penalty: 3642.895996
	Iteration 36Q: 3 clusters Score -1.007205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -10072068.000000 Penalty: 3642.895996
	Iteration 37Q: 3 clusters Score -1.007207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -10072068.000000 Penalty: 3642.895996
	Iteration 38Q: 3 clusters Score -1.007207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -10072058.000000 Penalty: 3642.895996
	Iteration 39Q: 3 clusters Score -1.007206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10072058.000000 Penalty: 3642.895996
	Iteration 40F: 3 clusters Score -1.007206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -10072054.000000 Penalty: 3642.895996
	Iteration 41Q: 3 clusters Score -1.007205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -10072060.000000 Penalty: 3642.895996
	Iteration 42Q: 3 clusters Score -1.007206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -10072061.000000 Penalty: 3642.895996
	Iteration 43Q: 3 clusters Score -1.007206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -10072061.000000 Penalty: 3642.895996
	Iteration 44Q: 3 clusters Score -1.007206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -10072064.000000 Penalty: 3642.895996
	Iteration 45Q: 3 clusters Score -1.007206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -10072071.000000 Penalty: 3642.895996
	Iteration 46Q: 3 clusters Score -1.007207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -10072072.000000 Penalty: 3642.895996
	Iteration 47Q: 3 clusters Score -1.007207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -10072075.000000 Penalty: 3642.895996
	Iteration 48Q: 3 clusters Score -1.007208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -10072075.000000 Penalty: 3642.895996
	Iteration 49Q: 3 clusters Score -1.007208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -10072072.000000 Penalty: 3642.895996
	Iteration 50Q: 3 clusters Score -1.007207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -10072072.000000 Penalty: 3642.895996
	Iteration 51Q: 3 clusters Score -1.007207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -10072079.000000 Penalty: 3642.895996
	Iteration 52Q: 3 clusters Score -1.007208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -10072068.000000 Penalty: 3642.895996
	Iteration 53Q: 3 clusters Score -1.007207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -10072076.000000 Penalty: 3642.895996
	Iteration 54Q: 3 clusters Score -1.007208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -10072067.000000 Penalty: 3642.895996
	Iteration 55Q: 3 clusters Score -1.007207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -10072066.000000 Penalty: 3642.895996
	Iteration 56Q: 3 clusters Score -1.007207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -10072062.000000 Penalty: 3642.895996
	Iteration 57Q: 3 clusters Score -1.007206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -10072073.000000 Penalty: 3642.895996
	Iteration 58Q: 3 clusters Score -1.007207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -10072080.000000 Penalty: 3642.895996
	Iteration 59Q: 3 clusters Score -1.007208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -10072073.000000 Penalty: 3642.895996
	Iteration 60F: 3 clusters Score -1.007207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -10072064.000000 Penalty: 3642.895996
	Iteration 61Q: 3 clusters Score -1.007206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -10072069.000000 Penalty: 3642.895996
	Iteration 62Q: 3 clusters Score -1.007207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -10072068.000000 Penalty: 3642.895996
	Iteration 63Q: 3 clusters Score -1.007207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -10072071.000000 Penalty: 3642.895996
	Iteration 64Q: 3 clusters Score -1.007207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -10072067.000000 Penalty: 3642.895996
	Iteration 65Q: 3 clusters Score -1.007207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -10072070.000000 Penalty: 3642.895996
	Iteration 66Q: 3 clusters Score -1.007207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -10072066.000000 Penalty: 3642.895996
	Iteration 67Q: 3 clusters Score -1.007207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -10072074.000000 Penalty: 3642.895996
	Iteration 68Q: 3 clusters Score -1.007207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -10072069.000000 Penalty: 3642.895996
	Iteration 69Q: 3 clusters Score -1.007207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -10072069.000000 Penalty: 3642.895996
	Iteration 70F: 3 clusters Score -1.007207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 21568 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 52217 members 
Entering Unmasked Estep 
Score: -68998768.000000 Penalty: 156371.718750
Splitting cluster 44 changes total score from -68998896.000000 to -68998768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -189062.750000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -189062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187278.015625 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -187278 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187692.234375 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -187692.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187849.750000 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -187849.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187924.187500 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -187924.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -187975.625000 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -187975.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188006.390625 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -188006.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -188032.234375 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -188032.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188058.671875 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -188058.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188085.828125 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -188085.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188104.875000 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -188104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188114.296875 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -188114.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188119.796875 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -188119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -188127.656250 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -188127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -188137.046875 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -188137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -188142.968750 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -188143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -188157.421875 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -188157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -188169.062500 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -188169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188172.343750 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -188172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188175.156250 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -188175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188177.500000 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -188177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -188184.437500 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -188184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188190.921875 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -188190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -188197.718750 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -188197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188206.531250 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -188206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -188222.781250 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -188222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188245.296875 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -188245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -188258.437500 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -188258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188265.437500 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -188265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188269.000000 Penalty: 2372.434082
	Iteration 28Q: 3 clusters Score -188269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -188274.187500 Penalty: 2372.434082
	Iteration 29Q: 3 clusters Score -188274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188276.828125 Penalty: 2372.434082
	Iteration 30Q: 3 clusters Score -188276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188279.734375 Penalty: 2372.434082
	Iteration 31Q: 3 clusters Score -188279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188282.984375 Penalty: 2372.434082
	Iteration 32Q: 3 clusters Score -188283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188284.234375 Penalty: 2372.434082
	Iteration 33Q: 3 clusters Score -188284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188284.234375 Penalty: 2372.434082
	Iteration 34F: 3 clusters Score -188284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Entering Unmasked Estep 
Score: -1855935.500000 Penalty: 1554.313110
	Iteration 0F: 2 clusters Score -1855936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1846056.000000 Penalty: 3108.626221
	Iteration 0F: 3 clusters Score -1846056 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1850014.375000 Penalty: 3108.626221
	Iteration 1F: 3 clusters Score -1850014 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1850858.250000 Penalty: 3108.626221
	Iteration 2F: 3 clusters Score -1850858 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1851591.000000 Penalty: 3108.626221
	Iteration 3F: 3 clusters Score -1851591 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1852097.250000 Penalty: 3108.626221
	Iteration 4F: 3 clusters Score -1852097 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1852500.625000 Penalty: 3108.626221
	Iteration 5F: 3 clusters Score -1852501 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1852816.250000 Penalty: 3108.626221
	Iteration 6Q: 3 clusters Score -1852816 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1853076.750000 Penalty: 3108.626221
	Iteration 7Q: 3 clusters Score -1853077 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1853344.750000 Penalty: 3108.626221
	Iteration 8Q: 3 clusters Score -1853345 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1853587.875000 Penalty: 3108.626221
	Iteration 9Q: 3 clusters Score -1853588 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1853792.125000 Penalty: 3108.626221
	Iteration 10Q: 3 clusters Score -1853792 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1853991.750000 Penalty: 3108.626221
	Iteration 11Q: 3 clusters Score -1853992 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1854155.125000 Penalty: 3108.626221
	Iteration 12Q: 3 clusters Score -1854155 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1854261.875000 Penalty: 3108.626221
	Iteration 13Q: 3 clusters Score -1854262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1854322.500000 Penalty: 3108.626221
	Iteration 14Q: 3 clusters Score -1854322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1854391.875000 Penalty: 3108.626221
	Iteration 15Q: 3 clusters Score -1854392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1854439.500000 Penalty: 3108.626221
	Iteration 16Q: 3 clusters Score -1854440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1854481.375000 Penalty: 3108.626221
	Iteration 17Q: 3 clusters Score -1854481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1854523.125000 Penalty: 3108.626221
	Iteration 18Q: 3 clusters Score -1854523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1854569.625000 Penalty: 3108.626221
	Iteration 19Q: 3 clusters Score -1854570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1854600.000000 Penalty: 3108.626221
	Iteration 20F: 3 clusters Score -1854600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1854626.500000 Penalty: 3108.626221
	Iteration 21Q: 3 clusters Score -1854626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1854647.750000 Penalty: 3108.626221
	Iteration 22Q: 3 clusters Score -1854648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1854687.000000 Penalty: 3108.626221
	Iteration 23Q: 3 clusters Score -1854687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1854710.625000 Penalty: 3108.626221
	Iteration 24Q: 3 clusters Score -1854711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1854733.125000 Penalty: 3108.626221
	Iteration 25Q: 3 clusters Score -1854733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1854747.625000 Penalty: 3108.626221
	Iteration 26Q: 3 clusters Score -1854748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1854773.375000 Penalty: 3108.626221
	Iteration 27Q: 3 clusters Score -1854773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1854802.000000 Penalty: 3108.626221
	Iteration 28Q: 3 clusters Score -1854802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1854829.000000 Penalty: 3108.626221
	Iteration 29Q: 3 clusters Score -1854829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1854853.125000 Penalty: 3108.626221
	Iteration 30Q: 3 clusters Score -1854853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1854889.875000 Penalty: 3108.626221
	Iteration 31Q: 3 clusters Score -1854890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1854914.125000 Penalty: 3108.626221
	Iteration 32Q: 3 clusters Score -1854914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1854958.500000 Penalty: 3108.626221
	Iteration 33Q: 3 clusters Score -1854958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1855006.375000 Penalty: 3108.626221
	Iteration 34Q: 3 clusters Score -1855006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1855059.125000 Penalty: 3108.626221
	Iteration 35Q: 3 clusters Score -1855059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1855111.500000 Penalty: 3108.626221
	Iteration 36Q: 3 clusters Score -1855112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1855175.875000 Penalty: 3108.626221
	Iteration 37Q: 3 clusters Score -1855176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1855203.625000 Penalty: 3108.626221
	Iteration 38Q: 3 clusters Score -1855204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1855220.625000 Penalty: 3108.626221
	Iteration 39Q: 3 clusters Score -1855221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1855235.000000 Penalty: 3108.626221
	Iteration 40F: 3 clusters Score -1855235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1855241.000000 Penalty: 3108.626221
	Iteration 41Q: 3 clusters Score -1855241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1855240.875000 Penalty: 3108.626221
	Iteration 42Q: 3 clusters Score -1855241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1855240.875000 Penalty: 3108.626221
	Iteration 43Q: 3 clusters Score -1855241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1855240.875000 Penalty: 3108.626221
	Iteration 44F: 3 clusters Score -1855241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 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 253 members 
Entering Unmasked Estep 
Score: -47789.871094 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47789.87 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48081.199219 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48081.2 nChanged 47
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: -48215.062500 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48215.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48337.425781 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48337.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48420.117188 Penalty: 2039.909058
	Iteration 4F: 3 clusters Score -48420.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48503.796875 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48597.917969 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48597.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48652.992188 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48652.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48679.164062 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48679.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48697.460938 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48697.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48714.347656 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -48714.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48724.156250 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -48724.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48726.503906 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -48726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48729.414062 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -48729.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48738.820312 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -48738.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48749.683594 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -48749.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48756.417969 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -48756.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48764.183594 Penalty: 2039.909058
	Iteration 17Q: 3 clusters Score -48764.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48773.921875 Penalty: 2039.909058
	Iteration 18Q: 3 clusters Score -48773.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48778.367188 Penalty: 2039.909058
	Iteration 19Q: 3 clusters Score -48778.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48778.367188 Penalty: 2039.909058
	Iteration 20F: 3 clusters Score -48778.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -413652.531250 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -413652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -410871.406250 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -410871.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -411615.656250 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -411615.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -411865.968750 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -411866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412055.593750 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -412055.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -412187.781250 Penalty: 2620.188232
	Iteration 4F: 3 clusters Score -412187.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -412301.531250 Penalty: 2620.188232
	Iteration 5F: 3 clusters Score -412301.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -412383.187500 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -412383.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -412450.000000 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -412450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -412513.000000 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -412513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -412568.406250 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -412568.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -412617.000000 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -412617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -412646.000000 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -412646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -412665.593750 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -412665.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -412680.843750 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -412680.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -412692.468750 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -412692.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -412696.187500 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -412696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -412699.718750 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -412699.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -412701.343750 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -412701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -412703.812500 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -412703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412704.937500 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -412704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -412705.406250 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -412705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412705.562500 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -412705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412706.375000 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -412706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -412707.250000 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -412707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412707.500000 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -412707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412707.500000 Penalty: 2620.188232
	Iteration 25F: 3 clusters Score -412707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 236 members 
Entering Unmasked Estep 
Score: -62465.507812 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62465.51 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62654.273438 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62654.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62763.058594 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62763.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62824.039062 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62824.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62902.085938 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62902.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62943.589844 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62943.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62977.480469 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62977.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62998.542969 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62998.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63008.835938 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -63008.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63010.746094 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -63010.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63010.746094 Penalty: 1998.945923
	Iteration 10F: 3 clusters Score -63010.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -328474.156250 Penalty: 1271.667236
	Iteration 0F: 2 clusters Score -328474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -326066.937500 Penalty: 2543.334473
	Iteration 0F: 3 clusters Score -326066.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -326642.343750 Penalty: 2543.334473
	Iteration 1F: 3 clusters Score -326642.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -326800.906250 Penalty: 2543.334473
	Iteration 2F: 3 clusters Score -326800.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326920.156250 Penalty: 2543.334473
	Iteration 3F: 3 clusters Score -326920.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326999.781250 Penalty: 2543.334473
	Iteration 4F: 3 clusters Score -326999.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -327056.156250 Penalty: 2543.334473
	Iteration 5Q: 3 clusters Score -327056.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -327104.187500 Penalty: 2543.334473
	Iteration 6Q: 3 clusters Score -327104.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -327148.812500 Penalty: 2543.334473
	Iteration 7Q: 3 clusters Score -327148.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -327193.781250 Penalty: 2543.334473
	Iteration 8Q: 3 clusters Score -327193.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -327238.718750 Penalty: 2543.334473
	Iteration 9Q: 3 clusters Score -327238.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -327272.781250 Penalty: 2543.334473
	Iteration 10Q: 3 clusters Score -327272.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -327297.656250 Penalty: 2543.334473
	Iteration 11Q: 3 clusters Score -327297.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -327314.875000 Penalty: 2543.334473
	Iteration 12Q: 3 clusters Score -327314.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -327326.531250 Penalty: 2543.334473
	Iteration 13Q: 3 clusters Score -327326.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -327333.937500 Penalty: 2543.334473
	Iteration 14Q: 3 clusters Score -327333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -327338.593750 Penalty: 2543.334473
	Iteration 15Q: 3 clusters Score -327338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -327341.000000 Penalty: 2543.334473
	Iteration 16Q: 3 clusters Score -327341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -327343.812500 Penalty: 2543.334473
	Iteration 17Q: 3 clusters Score -327343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -327347.281250 Penalty: 2543.334473
	Iteration 18Q: 3 clusters Score -327347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327349.531250 Penalty: 2543.334473
	Iteration 19Q: 3 clusters Score -327349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -327351.000000 Penalty: 2543.334473
	Iteration 20F: 3 clusters Score -327351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -327352.625000 Penalty: 2543.334473
	Iteration 21Q: 3 clusters Score -327352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -327353.843750 Penalty: 2543.334473
	Iteration 22Q: 3 clusters Score -327353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -327355.843750 Penalty: 2543.334473
	Iteration 23Q: 3 clusters Score -327355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -327357.843750 Penalty: 2543.334473
	Iteration 24Q: 3 clusters Score -327357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -327359.187500 Penalty: 2543.334473
	Iteration 25Q: 3 clusters Score -327359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -327359.875000 Penalty: 2543.334473
	Iteration 26Q: 3 clusters Score -327359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -327360.312500 Penalty: 2543.334473
	Iteration 27Q: 3 clusters Score -327360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -327361.843750 Penalty: 2543.334473
	Iteration 28Q: 3 clusters Score -327361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -327362.187500 Penalty: 2543.334473
	Iteration 29Q: 3 clusters Score -327362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -327362.312500 Penalty: 2543.334473
	Iteration 30Q: 3 clusters Score -327362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -327362.312500 Penalty: 2543.334473
	Iteration 31F: 3 clusters Score -327362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -151456.765625 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -151456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -149871.062500 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -149871.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150323.875000 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -150323.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -150457.171875 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -150457.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -150544.453125 Penalty: 2331.785400
	Iteration 3F: 3 clusters Score -150544.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150590.250000 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -150590.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150634.640625 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -150634.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -150664.265625 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -150664.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -150686.859375 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -150686.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150702.812500 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -150702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150719.296875 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -150719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150733.203125 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -150733.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150744.968750 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -150745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -150756.578125 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -150756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150765.171875 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -150765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150770.328125 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -150770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150773.093750 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -150773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150774.109375 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -150774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150774.984375 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -150775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150776.421875 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -150776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150776.671875 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -150776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150776.671875 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -150776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 295 members 
Entering Unmasked Estep 
Score: -68925.085938 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68925.09 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69125.671875 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69125.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69218.484375 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69218.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69284.132812 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69284.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69306.656250 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69306.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69315.492188 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69315.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69319.679688 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69319.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69322.601562 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69322.601562 Penalty: 2057.159424
	Iteration 8F: 3 clusters Score -69322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -372169.843750 Penalty: 1296.085083
	Iteration 0F: 2 clusters Score -372169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369514.187500 Penalty: 2592.170166
	Iteration 0F: 3 clusters Score -369514.2 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -370232.656250 Penalty: 2592.170166
	Iteration 1F: 3 clusters Score -370232.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370425.000000 Penalty: 2592.170166
	Iteration 2F: 3 clusters Score -370425 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -370564.125000 Penalty: 2592.170166
	Iteration 3F: 3 clusters Score -370564.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -370685.718750 Penalty: 2592.170166
	Iteration 4F: 3 clusters Score -370685.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -370795.281250 Penalty: 2592.170166
	Iteration 5Q: 3 clusters Score -370795.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -370859.468750 Penalty: 2592.170166
	Iteration 6Q: 3 clusters Score -370859.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -370897.812500 Penalty: 2592.170166
	Iteration 7Q: 3 clusters Score -370897.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -370934.468750 Penalty: 2592.170166
	Iteration 8Q: 3 clusters Score -370934.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -370965.375000 Penalty: 2592.170166
	Iteration 9Q: 3 clusters Score -370965.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -370990.531250 Penalty: 2592.170166
	Iteration 10Q: 3 clusters Score -370990.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -371003.250000 Penalty: 2592.170166
	Iteration 11Q: 3 clusters Score -371003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -371008.656250 Penalty: 2592.170166
	Iteration 12Q: 3 clusters Score -371008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -371014.125000 Penalty: 2592.170166
	Iteration 13Q: 3 clusters Score -371014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -371017.125000 Penalty: 2592.170166
	Iteration 14Q: 3 clusters Score -371017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -371020.687500 Penalty: 2592.170166
	Iteration 15Q: 3 clusters Score -371020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -371024.281250 Penalty: 2592.170166
	Iteration 16Q: 3 clusters Score -371024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -371024.437500 Penalty: 2592.170166
	Iteration 17Q: 3 clusters Score -371024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -371025.437500 Penalty: 2592.170166
	Iteration 18Q: 3 clusters Score -371025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -371026.000000 Penalty: 2592.170166
	Iteration 19Q: 3 clusters Score -371026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -371027.562500 Penalty: 2592.170166
	Iteration 20F: 3 clusters Score -371027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -371028.062500 Penalty: 2592.170166
	Iteration 21Q: 3 clusters Score -371028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -371028.062500 Penalty: 2592.170166
	Iteration 22F: 3 clusters Score -371028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -186273.406250 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -186273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184586.500000 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -184586.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184947.921875 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -184947.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -185018.453125 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -185018.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -185060.640625 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -185060.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185086.062500 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -185086.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -185099.890625 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -185099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -185113.203125 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -185113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185129.625000 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -185129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185138.531250 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -185138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -185141.484375 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -185141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185145.031250 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -185145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -185151.375000 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -185151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -185159.390625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -185159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -185169.968750 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -185170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185185.062500 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -185185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185196.140625 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -185196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -185211.468750 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -185211.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185223.156250 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -185223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185237.359375 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -185237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -185246.546875 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -185246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185253.468750 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -185253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -185261.906250 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -185261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185264.375000 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -185264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185264.218750 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -185264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185264.734375 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -185264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185264.734375 Penalty: 2356.456543
	Iteration 25F: 3 clusters Score -185264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -733344.750000 Penalty: 1401.528564
	Iteration 0F: 2 clusters Score -733344.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -729038.312500 Penalty: 2803.057129
	Iteration 0F: 3 clusters Score -729038.3 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -730332.187500 Penalty: 2803.057129
	Iteration 1F: 3 clusters Score -730332.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -730599.687500 Penalty: 2803.057129
	Iteration 2F: 3 clusters Score -730599.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -730897.812500 Penalty: 2803.057129
	Iteration 3F: 3 clusters Score -730897.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -731253.375000 Penalty: 2803.057129
	Iteration 4F: 3 clusters Score -731253.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -731682.375000 Penalty: 2803.057129
	Iteration 5F: 3 clusters Score -731682.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -732126.000000 Penalty: 2803.057129
	Iteration 6F: 3 clusters Score -732126 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -732627.500000 Penalty: 2803.057129
	Iteration 7F: 3 clusters Score -732627.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -733081.187500 Penalty: 2803.057129
	Iteration 8F: 3 clusters Score -733081.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -733363.062500 Penalty: 2803.057129
	Iteration 9Q: 3 clusters Score -733363.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -733463.250000 Penalty: 2803.057129
	Iteration 10Q: 3 clusters Score -733463.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -733493.187500 Penalty: 2803.057129
	Iteration 11Q: 3 clusters Score -733493.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -733513.062500 Penalty: 2803.057129
	Iteration 12Q: 3 clusters Score -733513.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -733523.812500 Penalty: 2803.057129
	Iteration 13Q: 3 clusters Score -733523.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -733531.000000 Penalty: 2803.057129
	Iteration 14Q: 3 clusters Score -733531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -733536.187500 Penalty: 2803.057129
	Iteration 15Q: 3 clusters Score -733536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -733541.562500 Penalty: 2803.057129
	Iteration 16Q: 3 clusters Score -733541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -733547.312500 Penalty: 2803.057129
	Iteration 17Q: 3 clusters Score -733547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -733552.437500 Penalty: 2803.057129
	Iteration 18Q: 3 clusters Score -733552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -733556.125000 Penalty: 2803.057129
	Iteration 19Q: 3 clusters Score -733556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -733557.000000 Penalty: 2803.057129
	Iteration 20F: 3 clusters Score -733557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -733556.625000 Penalty: 2803.057129
	Iteration 21Q: 3 clusters Score -733556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -733556.937500 Penalty: 2803.057129
	Iteration 22Q: 3 clusters Score -733556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -733557.187500 Penalty: 2803.057129
	Iteration 23Q: 3 clusters Score -733557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -733558.375000 Penalty: 2803.057129
	Iteration 24Q: 3 clusters Score -733558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -733560.875000 Penalty: 2803.057129
	Iteration 25Q: 3 clusters Score -733560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -733562.875000 Penalty: 2803.057129
	Iteration 26Q: 3 clusters Score -733562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -733562.250000 Penalty: 2803.057129
	Iteration 27Q: 3 clusters Score -733562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -733563.562500 Penalty: 2803.057129
	Iteration 28Q: 3 clusters Score -733563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -733563.562500 Penalty: 2803.057129
	Iteration 29F: 3 clusters Score -733563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 2128 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 3440 members 
Entering Unmasked Estep 
Score: -68998312.000000 Penalty: 156371.718750
Splitting cluster 55 changes total score from -68998896.000000 to -68998312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 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 368 members 
Entering Unmasked Estep 
Score: -92294.968750 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92294.97 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92519.242188 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92519.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92573.750000 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92573.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92587.671875 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92587.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92593.101562 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92599.007812 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92599.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92606.773438 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92606.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92615.054688 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92615.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92622.539062 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92622.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92629.546875 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92629.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92633.921875 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92633.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92633.921875 Penalty: 2142.293945
	Iteration 11F: 3 clusters Score -92633.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81130.164062 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81130.16 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81385.437500 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81385.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81543.382812 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81543.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81664.937500 Penalty: 2105.016113
	Iteration 3F: 3 clusters Score -81664.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81738.468750 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81738.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81773.007812 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81773.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81782.484375 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81782.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81787.328125 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81787.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -81789.195312 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81789.976562 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81789.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81789.976562 Penalty: 2105.016113
	Iteration 10F: 3 clusters Score -81789.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -604656.562500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604656.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -605536.062500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605536.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -605694.500000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605694.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -605803.125000 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605803.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -605899.812500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605899.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -605977.437500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605977.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -606039.750000 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -606039.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -606097.125000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -606097.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -606143.000000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -606178.937500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606178.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -606214.687500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606214.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -606255.500000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606255.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -606287.437500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606287.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -606315.812500 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606315.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -606337.812500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606337.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -606363.875000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606363.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -606386.875000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606386.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -606415.437500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -606415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -606435.312500 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -606435.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -606452.312500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -606452.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -606464.750000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -606464.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -606480.125000 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -606480.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -606499.812500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -606499.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -606526.000000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -606526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -606550.812500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -606550.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -606566.562500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -606566.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -606579.625000 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -606579.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -606595.687500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -606595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -606607.625000 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -606607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -606613.812500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -606613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -606620.312500 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -606620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -606627.312500 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -606627.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -606636.125000 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -606636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -606642.250000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -606642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -606648.375000 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -606648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -606658.625000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -606658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -606668.875000 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -606668.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -606671.750000 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -606671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -606675.812500 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -606675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -606679.875000 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -606679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -606682.750000 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -606682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -606686.062500 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -606686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -606689.437500 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -606689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -606693.375000 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -606693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -606696.812500 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -606696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -606698.750000 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -606698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -606700.187500 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -606700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -606702.937500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -606702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -606706.250000 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -606706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -606714.250000 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -606714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -606720.250000 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -606720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -606720.125000 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -606720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -606721.187500 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -606721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -606720.875000 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -606720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -606726.687500 Penalty: 2676.061279
	Iteration 54Q: 3 clusters Score -606726.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -606734.000000 Penalty: 2676.061279
	Iteration 55Q: 3 clusters Score -606734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -606740.062500 Penalty: 2676.061279
	Iteration 56Q: 3 clusters Score -606740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -606740.625000 Penalty: 2676.061279
	Iteration 57Q: 3 clusters Score -606740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -606740.625000 Penalty: 2676.061279
	Iteration 58F: 3 clusters Score -606740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -334390.156250 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334390.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -334919.187500 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334919.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -335064.875000 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335064.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -335198.437500 Penalty: 2547.845947
	Iteration 3F: 3 clusters Score -335198.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -335328.625000 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335328.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -335420.656250 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335420.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -335467.875000 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335467.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -335516.312500 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335516.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -335552.375000 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335552.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -335578.250000 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335578.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -335600.343750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335600.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -335620.437500 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335620.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -335635.750000 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335635.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -335652.875000 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335652.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -335671.250000 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335671.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335694.062500 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335694.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -335730.062500 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -335730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -335756.875000 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -335756.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -335777.781250 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -335777.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -335803.968750 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -335804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -335828.281250 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -335828.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -335856.500000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -335856.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -335888.406250 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -335888.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -335916.906250 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -335916.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -335941.656250 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -335941.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -335957.031250 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -335957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -335969.343750 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -335969.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -335976.750000 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -335976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -335982.625000 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -335982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -335986.218750 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -335986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -335990.000000 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -335990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -335993.406250 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -335993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -335997.375000 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -335997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -336001.718750 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -336001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -336003.500000 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -336003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -336009.437500 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -336009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -336012.718750 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -336012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -336015.812500 Penalty: 2547.845947
	Iteration 37Q: 3 clusters Score -336015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -336018.531250 Penalty: 2547.845947
	Iteration 38Q: 3 clusters Score -336018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -336021.406250 Penalty: 2547.845947
	Iteration 39Q: 3 clusters Score -336021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -336025.406250 Penalty: 2547.845947
	Iteration 40F: 3 clusters Score -336025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -336032.062500 Penalty: 2547.845947
	Iteration 41Q: 3 clusters Score -336032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -336037.656250 Penalty: 2547.845947
	Iteration 42Q: 3 clusters Score -336037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -336049.093750 Penalty: 2547.845947
	Iteration 43Q: 3 clusters Score -336049.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336056.843750 Penalty: 2547.845947
	Iteration 44Q: 3 clusters Score -336056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -336066.687500 Penalty: 2547.845947
	Iteration 45Q: 3 clusters Score -336066.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -336079.343750 Penalty: 2547.845947
	Iteration 46Q: 3 clusters Score -336079.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -336090.812500 Penalty: 2547.845947
	Iteration 47Q: 3 clusters Score -336090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -336094.906250 Penalty: 2547.845947
	Iteration 48Q: 3 clusters Score -336094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -336102.625000 Penalty: 2547.845947
	Iteration 49Q: 3 clusters Score -336102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -336109.593750 Penalty: 2547.845947
	Iteration 50Q: 3 clusters Score -336109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -336114.093750 Penalty: 2547.845947
	Iteration 51Q: 3 clusters Score -336114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -336118.906250 Penalty: 2547.845947
	Iteration 52Q: 3 clusters Score -336118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -336124.468750 Penalty: 2547.845947
	Iteration 53Q: 3 clusters Score -336124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -336126.750000 Penalty: 2547.845947
	Iteration 54Q: 3 clusters Score -336126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -336133.500000 Penalty: 2547.845947
	Iteration 55Q: 3 clusters Score -336133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -336140.312500 Penalty: 2547.845947
	Iteration 56Q: 3 clusters Score -336140.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -336148.000000 Penalty: 2547.845947
	Iteration 57Q: 3 clusters Score -336148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336155.375000 Penalty: 2547.845947
	Iteration 58Q: 3 clusters Score -336155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -336160.156250 Penalty: 2547.845947
	Iteration 59Q: 3 clusters Score -336160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -336164.250000 Penalty: 2547.845947
	Iteration 60F: 3 clusters Score -336164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -336166.937500 Penalty: 2547.845947
	Iteration 61Q: 3 clusters Score -336166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -336168.375000 Penalty: 2547.845947
	Iteration 62Q: 3 clusters Score -336168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -336170.343750 Penalty: 2547.845947
	Iteration 63Q: 3 clusters Score -336170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -336173.218750 Penalty: 2547.845947
	Iteration 64Q: 3 clusters Score -336173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -336174.562500 Penalty: 2547.845947
	Iteration 65Q: 3 clusters Score -336174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -336176.843750 Penalty: 2547.845947
	Iteration 66Q: 3 clusters Score -336176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -336178.156250 Penalty: 2547.845947
	Iteration 67Q: 3 clusters Score -336178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -336179.093750 Penalty: 2547.845947
	Iteration 68Q: 3 clusters Score -336179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -336182.093750 Penalty: 2547.845947
	Iteration 69Q: 3 clusters Score -336182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -336186.062500 Penalty: 2547.845947
	Iteration 70Q: 3 clusters Score -336186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -336189.000000 Penalty: 2547.845947
	Iteration 71Q: 3 clusters Score -336189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -336194.281250 Penalty: 2547.845947
	Iteration 72Q: 3 clusters Score -336194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -336201.437500 Penalty: 2547.845947
	Iteration 73Q: 3 clusters Score -336201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -336207.968750 Penalty: 2547.845947
	Iteration 74Q: 3 clusters Score -336208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -336210.843750 Penalty: 2547.845947
	Iteration 75Q: 3 clusters Score -336210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -336213.875000 Penalty: 2547.845947
	Iteration 76Q: 3 clusters Score -336213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -336216.468750 Penalty: 2547.845947
	Iteration 77Q: 3 clusters Score -336216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -336216.468750 Penalty: 2547.845947
	Iteration 78F: 3 clusters Score -336216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127558.851562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -127558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126095.656250 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -126095.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126605.320312 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -126605.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126847.890625 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -126847.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127047.390625 Penalty: 2284.741211
	Iteration 3F: 3 clusters Score -127047.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127208.882812 Penalty: 2284.741211
	Iteration 4F: 3 clusters Score -127208.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127286.164062 Penalty: 2284.741211
	Iteration 5Q: 3 clusters Score -127286.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127333.515625 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -127333.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127363.468750 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -127363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127396.492188 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -127396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127442.421875 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -127442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127472.046875 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -127472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127494.351562 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -127494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127513.921875 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -127513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127519.125000 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -127519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127521.726562 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -127521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127528.421875 Penalty: 2284.741211
	Iteration 15Q: 3 clusters Score -127528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127531.890625 Penalty: 2284.741211
	Iteration 16Q: 3 clusters Score -127531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -127533.703125 Penalty: 2284.741211
	Iteration 17Q: 3 clusters Score -127533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127534.265625 Penalty: 2284.741211
	Iteration 18Q: 3 clusters Score -127534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127534.265625 Penalty: 2284.741211
	Iteration 19F: 3 clusters Score -127534.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 193 members 
Entering Unmasked Estep 
Score: -46575.171875 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46575.17 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46758.777344 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46758.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46800.925781 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46800.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46836.910156 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -46836.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46874.085938 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46874.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46890.488281 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46890.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46895.515625 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46895.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46912.683594 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46912.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46916.558594 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46916.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46917.839844 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46917.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46917.839844 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -46917.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -368059.750000 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -368059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -365434.750000 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -365434.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -366101.312500 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -366101.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -366243.125000 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -366243.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -366316.187500 Penalty: 2589.028076
	Iteration 3Q: 3 clusters Score -366316.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -366357.562500 Penalty: 2589.028076
	Iteration 4Q: 3 clusters Score -366357.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -366397.500000 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -366397.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -366428.125000 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -366428.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -366453.906250 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -366453.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -366479.718750 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -366479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -366496.812500 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -366496.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -366512.875000 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -366512.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -366529.093750 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -366529.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -366550.593750 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -366550.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -366572.000000 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -366572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -366593.437500 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -366593.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -366610.531250 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -366610.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -366628.593750 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -366628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -366646.437500 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -366646.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366663.906250 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -366663.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366685.750000 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -366685.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366705.156250 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -366705.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -366720.062500 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -366720.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -366730.656250 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -366730.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -366744.218750 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -366744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -366754.031250 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -366754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -366770.031250 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -366770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366784.625000 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -366784.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -366796.593750 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -366796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366807.187500 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -366807.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366811.531250 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -366811.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -366817.343750 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -366817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -366819.937500 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -366819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366824.437500 Penalty: 2589.028076
	Iteration 32Q: 3 clusters Score -366824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -366830.375000 Penalty: 2589.028076
	Iteration 33Q: 3 clusters Score -366830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366834.500000 Penalty: 2589.028076
	Iteration 34Q: 3 clusters Score -366834.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -366838.750000 Penalty: 2589.028076
	Iteration 35Q: 3 clusters Score -366838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -366841.593750 Penalty: 2589.028076
	Iteration 36Q: 3 clusters Score -366841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -366845.375000 Penalty: 2589.028076
	Iteration 37Q: 3 clusters Score -366845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -366851.281250 Penalty: 2589.028076
	Iteration 38Q: 3 clusters Score -366851.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -366855.531250 Penalty: 2589.028076
	Iteration 39Q: 3 clusters Score -366855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -366858.968750 Penalty: 2589.028076
	Iteration 40F: 3 clusters Score -366859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -366861.468750 Penalty: 2589.028076
	Iteration 41Q: 3 clusters Score -366861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366862.531250 Penalty: 2589.028076
	Iteration 42Q: 3 clusters Score -366862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -366863.875000 Penalty: 2589.028076
	Iteration 43Q: 3 clusters Score -366863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -366865.093750 Penalty: 2589.028076
	Iteration 44Q: 3 clusters Score -366865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -366865.250000 Penalty: 2589.028076
	Iteration 45Q: 3 clusters Score -366865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -366865.250000 Penalty: 2589.028076
	Iteration 46F: 3 clusters Score -366865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136973.843750 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136973.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137315.500000 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137315.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137485.062500 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137485.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137584.000000 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137674.031250 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137793.484375 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137793.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -137899.750000 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137996.734375 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137996.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138051.296875 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -138051.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138080.140625 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -138080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138088.656250 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -138088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138097.046875 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -138097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138107.625000 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -138107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138118.109375 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -138118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138124.593750 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -138124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138129.578125 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -138129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138133.015625 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -138133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138141.562500 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -138141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138147.671875 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -138147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138153.031250 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -138153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138158.812500 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -138158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138168.859375 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -138168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138193.796875 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -138193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138202.796875 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -138202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138206.812500 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -138206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138208.062500 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -138208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -138209.156250 Penalty: 2275.700684
	Iteration 26Q: 3 clusters Score -138209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -138209.156250 Penalty: 2275.700684
	Iteration 27F: 3 clusters Score -138209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -208261.984375 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208262 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208645.937500 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208645.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -208740.031250 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -208804.453125 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -208804.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208862.218750 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -208862.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208906.750000 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -208906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208954.531250 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -208954.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209038.718750 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -209038.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -209156.718750 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -209156.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209233.984375 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -209234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -209294.656250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209294.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -209338.109375 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209338.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209368.625000 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209368.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209377.812500 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -209377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209384.609375 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -209384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -209390.890625 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -209390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -209394.843750 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -209394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -209397.828125 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -209397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -209403.156250 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -209403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209404.750000 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -209404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -209404.812500 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -209404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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: -51096.925781 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51096.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51213.597656 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51213.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51229.132812 Penalty: 1837.058960
	Iteration 2Q: 3 clusters Score -51229.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51241.726562 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51241.73 nChanged 3
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: -51247.179688 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51247.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51248.007812 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51248.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51248.007812 Penalty: 1837.058960
	Iteration 6F: 3 clusters Score -51248.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 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: -32116.570312 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32116.57 nChanged 45
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: -32228.974609 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32228.97 nChanged 10
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: -32251.505859 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32251.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32273.882812 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32273.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32277.919922 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32277.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32282.214844 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -32282.21 nChanged 1
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: -32284.078125 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -32284.08 nChanged 0
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: -32284.078125 Penalty: 1812.183472
	Iteration 7F: 3 clusters Score -32284.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -486730.656250 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486730.7 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -487553.281250 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487553.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -487684.406250 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487684.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -487770.187500 Penalty: 2680.686768
	Iteration 3Q: 3 clusters Score -487770.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -487836.781250 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -487836.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487894.812500 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -487894.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -487948.500000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -487948.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488002.468750 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488002.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -488054.062500 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488054.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -488089.406250 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488089.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -488133.500000 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488133.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -488190.218750 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488190.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -488240.000000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -488286.250000 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488286.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -488326.375000 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488326.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -488377.781250 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488377.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -488427.812500 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488427.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -488466.500000 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488466.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -488506.593750 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488506.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -488546.250000 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488546.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -488588.156250 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488588.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -488625.062500 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488625.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -488657.187500 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488657.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -488688.156250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488688.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -488718.031250 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -488741.625000 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488741.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -488764.281250 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488764.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -488777.906250 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -488783.718750 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -488789.281250 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -488789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -488795.125000 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -488795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -488803.437500 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -488803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -488808.281250 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -488808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -488813.218750 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -488813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -488815.812500 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -488815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -488820.375000 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -488820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -488822.281250 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -488822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -488826.781250 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -488826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -488835.062500 Penalty: 2680.686768
	Iteration 38Q: 3 clusters Score -488835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -488842.031250 Penalty: 2680.686768
	Iteration 39Q: 3 clusters Score -488842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -488845.843750 Penalty: 2680.686768
	Iteration 40F: 3 clusters Score -488845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -488850.062500 Penalty: 2680.686768
	Iteration 41Q: 3 clusters Score -488850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -488850.343750 Penalty: 2680.686768
	Iteration 42Q: 3 clusters Score -488850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -488853.343750 Penalty: 2680.686768
	Iteration 43Q: 3 clusters Score -488853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -488856.437500 Penalty: 2680.686768
	Iteration 44Q: 3 clusters Score -488856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -488858.843750 Penalty: 2680.686768
	Iteration 45Q: 3 clusters Score -488858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -488861.812500 Penalty: 2680.686768
	Iteration 46Q: 3 clusters Score -488861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -488865.125000 Penalty: 2680.686768
	Iteration 47Q: 3 clusters Score -488865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -488866.500000 Penalty: 2680.686768
	Iteration 48Q: 3 clusters Score -488866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -488867.812500 Penalty: 2680.686768
	Iteration 49Q: 3 clusters Score -488867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -488868.375000 Penalty: 2680.686768
	Iteration 50Q: 3 clusters Score -488868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -488869.687500 Penalty: 2680.686768
	Iteration 51Q: 3 clusters Score -488869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -488872.906250 Penalty: 2680.686768
	Iteration 52Q: 3 clusters Score -488872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -488878.562500 Penalty: 2680.686768
	Iteration 53Q: 3 clusters Score -488878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -488882.562500 Penalty: 2680.686768
	Iteration 54Q: 3 clusters Score -488882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -488889.562500 Penalty: 2680.686768
	Iteration 55Q: 3 clusters Score -488889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -488893.062500 Penalty: 2680.686768
	Iteration 56Q: 3 clusters Score -488893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -488897.437500 Penalty: 2680.686768
	Iteration 57Q: 3 clusters Score -488897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -488900.593750 Penalty: 2680.686768
	Iteration 58Q: 3 clusters Score -488900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -488901.406250 Penalty: 2680.686768
	Iteration 59Q: 3 clusters Score -488901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -488901.593750 Penalty: 2680.686768
	Iteration 60F: 3 clusters Score -488901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -488904.125000 Penalty: 2680.686768
	Iteration 61Q: 3 clusters Score -488904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -488905.000000 Penalty: 2680.686768
	Iteration 62Q: 3 clusters Score -488905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -488907.093750 Penalty: 2680.686768
	Iteration 63Q: 3 clusters Score -488907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -488908.468750 Penalty: 2680.686768
	Iteration 64Q: 3 clusters Score -488908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -488908.250000 Penalty: 2680.686768
	Iteration 65Q: 3 clusters Score -488908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -488908.250000 Penalty: 2680.686768
	Iteration 66F: 3 clusters Score -488908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7315.324707 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7315.325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7433.492188 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7433.492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7516.462402 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7516.462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7545.082520 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7545.083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7558.976562 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7558.977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7580.670898 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7580.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7588.109375 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7588.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7601.239258 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7601.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7607.515137 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -7607.515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7607.515137 Penalty: 1828.976929
	Iteration 9F: 3 clusters Score -7607.515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Entering Unmasked Estep 
Score: -1572899.125000 Penalty: 1527.468018
	Iteration 0F: 2 clusters Score -1572899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1564360.500000 Penalty: 3054.936035
	Iteration 0F: 3 clusters Score -1564360 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1567271.625000 Penalty: 3054.936035
	Iteration 1F: 3 clusters Score -1567272 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1567745.375000 Penalty: 3054.936035
	Iteration 2F: 3 clusters Score -1567745 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1568348.250000 Penalty: 3054.936035
	Iteration 3F: 3 clusters Score -1568348 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1569034.375000 Penalty: 3054.936035
	Iteration 4F: 3 clusters Score -1569034 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1569750.625000 Penalty: 3054.936035
	Iteration 5F: 3 clusters Score -1569751 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1570303.750000 Penalty: 3054.936035
	Iteration 6F: 3 clusters Score -1570304 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1570710.875000 Penalty: 3054.936035
	Iteration 7Q: 3 clusters Score -1570711 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1570997.625000 Penalty: 3054.936035
	Iteration 8Q: 3 clusters Score -1570998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1571223.875000 Penalty: 3054.936035
	Iteration 9Q: 3 clusters Score -1571224 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1571392.625000 Penalty: 3054.936035
	Iteration 10Q: 3 clusters Score -1571393 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1571480.375000 Penalty: 3054.936035
	Iteration 11Q: 3 clusters Score -1571480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1571553.750000 Penalty: 3054.936035
	Iteration 12Q: 3 clusters Score -1571554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1571592.000000 Penalty: 3054.936035
	Iteration 13Q: 3 clusters Score -1571592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1571631.125000 Penalty: 3054.936035
	Iteration 14Q: 3 clusters Score -1571631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1571664.625000 Penalty: 3054.936035
	Iteration 15Q: 3 clusters Score -1571665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1571692.125000 Penalty: 3054.936035
	Iteration 16Q: 3 clusters Score -1571692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1571713.500000 Penalty: 3054.936035
	Iteration 17Q: 3 clusters Score -1571714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1571729.125000 Penalty: 3054.936035
	Iteration 18Q: 3 clusters Score -1571729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1571746.250000 Penalty: 3054.936035
	Iteration 19Q: 3 clusters Score -1571746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1571761.875000 Penalty: 3054.936035
	Iteration 20F: 3 clusters Score -1571762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1571765.375000 Penalty: 3054.936035
	Iteration 21Q: 3 clusters Score -1571765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1571774.625000 Penalty: 3054.936035
	Iteration 22Q: 3 clusters Score -1571775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1571783.125000 Penalty: 3054.936035
	Iteration 23Q: 3 clusters Score -1571783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1571788.125000 Penalty: 3054.936035
	Iteration 24Q: 3 clusters Score -1571788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1571794.125000 Penalty: 3054.936035
	Iteration 25Q: 3 clusters Score -1571794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1571799.125000 Penalty: 3054.936035
	Iteration 26Q: 3 clusters Score -1571799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1571804.125000 Penalty: 3054.936035
	Iteration 27Q: 3 clusters Score -1571804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1571811.500000 Penalty: 3054.936035
	Iteration 28Q: 3 clusters Score -1571812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1571820.250000 Penalty: 3054.936035
	Iteration 29Q: 3 clusters Score -1571820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1571827.625000 Penalty: 3054.936035
	Iteration 30Q: 3 clusters Score -1571828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1571835.625000 Penalty: 3054.936035
	Iteration 31Q: 3 clusters Score -1571836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1571837.625000 Penalty: 3054.936035
	Iteration 32Q: 3 clusters Score -1571838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1571840.875000 Penalty: 3054.936035
	Iteration 33Q: 3 clusters Score -1571841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1571842.125000 Penalty: 3054.936035
	Iteration 34Q: 3 clusters Score -1571842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1571842.875000 Penalty: 3054.936035
	Iteration 35Q: 3 clusters Score -1571843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1571845.875000 Penalty: 3054.936035
	Iteration 36Q: 3 clusters Score -1571846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1571847.250000 Penalty: 3054.936035
	Iteration 37Q: 3 clusters Score -1571847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1571848.875000 Penalty: 3054.936035
	Iteration 38Q: 3 clusters Score -1571849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1571849.000000 Penalty: 3054.936035
	Iteration 39Q: 3 clusters Score -1571849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1571849.000000 Penalty: 3054.936035
	Iteration 40F: 3 clusters Score -1571849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 172 members 
Entering Unmasked Estep 
Score: -48230.996094 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48410.007812 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48410.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -48477.531250 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48477.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48578.378906 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48578.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48633.593750 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48633.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48637.355469 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48637.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48644.894531 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48644.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48656.332031 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48656.332031 Penalty: 1898.208496
	Iteration 8F: 3 clusters Score -48656.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72592.140625 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72592.14 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72765.562500 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72765.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72823.226562 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72823.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72840.117188 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72840.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72846.187500 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72846.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72852.304688 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72854.062500 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72854.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72855.820312 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72855.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72856.335938 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72856.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72856.335938 Penalty: 2069.102783
	Iteration 9F: 3 clusters Score -72856.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -1225015.125000 Penalty: 1484.502808
	Iteration 0F: 2 clusters Score -1225015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1218333.000000 Penalty: 2969.005615
	Iteration 0F: 3 clusters Score -1218333 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1220528.750000 Penalty: 2969.005615
	Iteration 1F: 3 clusters Score -1220529 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1220778.000000 Penalty: 2969.005615
	Iteration 2F: 3 clusters Score -1220778 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1221000.875000 Penalty: 2969.005615
	Iteration 3Q: 3 clusters Score -1221001 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1221261.125000 Penalty: 2969.005615
	Iteration 4Q: 3 clusters Score -1221261 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1221537.375000 Penalty: 2969.005615
	Iteration 5Q: 3 clusters Score -1221537 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1221883.625000 Penalty: 2969.005615
	Iteration 6F: 3 clusters Score -1221884 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1222258.875000 Penalty: 2969.005615
	Iteration 7F: 3 clusters Score -1222259 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1222564.625000 Penalty: 2969.005615
	Iteration 8F: 3 clusters Score -1222565 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1222848.000000 Penalty: 2969.005615
	Iteration 9F: 3 clusters Score -1222848 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1223077.000000 Penalty: 2969.005615
	Iteration 10Q: 3 clusters Score -1223077 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1223276.875000 Penalty: 2969.005615
	Iteration 11Q: 3 clusters Score -1223277 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1223433.500000 Penalty: 2969.005615
	Iteration 12Q: 3 clusters Score -1223434 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1223577.000000 Penalty: 2969.005615
	Iteration 13Q: 3 clusters Score -1223577 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1223697.250000 Penalty: 2969.005615
	Iteration 14Q: 3 clusters Score -1223697 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1223806.250000 Penalty: 2969.005615
	Iteration 15Q: 3 clusters Score -1223806 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1223909.875000 Penalty: 2969.005615
	Iteration 16Q: 3 clusters Score -1223910 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1224000.000000 Penalty: 2969.005615
	Iteration 17Q: 3 clusters Score -1224000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1224118.375000 Penalty: 2969.005615
	Iteration 18Q: 3 clusters Score -1224118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1224220.500000 Penalty: 2969.005615
	Iteration 19Q: 3 clusters Score -1224220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1224295.375000 Penalty: 2969.005615
	Iteration 20F: 3 clusters Score -1224295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1224331.375000 Penalty: 2969.005615
	Iteration 21Q: 3 clusters Score -1224331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1224348.125000 Penalty: 2969.005615
	Iteration 22Q: 3 clusters Score -1224348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1224364.625000 Penalty: 2969.005615
	Iteration 23Q: 3 clusters Score -1224365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1224374.000000 Penalty: 2969.005615
	Iteration 24Q: 3 clusters Score -1224374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1224378.375000 Penalty: 2969.005615
	Iteration 25Q: 3 clusters Score -1224378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1224380.500000 Penalty: 2969.005615
	Iteration 26Q: 3 clusters Score -1224380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1224386.500000 Penalty: 2969.005615
	Iteration 27Q: 3 clusters Score -1224386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1224388.375000 Penalty: 2969.005615
	Iteration 28Q: 3 clusters Score -1224388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1224391.125000 Penalty: 2969.005615
	Iteration 29Q: 3 clusters Score -1224391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1224393.375000 Penalty: 2969.005615
	Iteration 30Q: 3 clusters Score -1224393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1224393.750000 Penalty: 2969.005615
	Iteration 31Q: 3 clusters Score -1224394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1224397.750000 Penalty: 2969.005615
	Iteration 32Q: 3 clusters Score -1224398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1224397.500000 Penalty: 2969.005615
	Iteration 33Q: 3 clusters Score -1224398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1224398.250000 Penalty: 2969.005615
	Iteration 34Q: 3 clusters Score -1224398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1224397.750000 Penalty: 2969.005615
	Iteration 35Q: 3 clusters Score -1224398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1224397.750000 Penalty: 2969.005615
	Iteration 36F: 3 clusters Score -1224398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73212 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73785 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14257 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998872.000000 Penalty: 154229.640625
Iteration 279Q: 73 clusters Score -6.899887e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73232 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73770 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14254 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12085 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998960.000000 Penalty: 154229.640625
Iteration 280F: 73 clusters Score -6.899896e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73259 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73752 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14246 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999024.000000 Penalty: 154229.640625
Iteration 281Q: 73 clusters Score -6.899902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73252 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73765 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14236 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12083 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 282Q: 73 clusters Score -6.899904e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73254 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73763 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14239 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12079 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 283Q: 73 clusters Score -6.899904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73258 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4159 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73776 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14231 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12071 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999016.000000 Penalty: 154229.640625
Iteration 284Q: 73 clusters Score -6.899902e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73267 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73780 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14219 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12068 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999088.000000 Penalty: 154229.640625
Iteration 285Q: 73 clusters Score -6.899909e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73266 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34210 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73783 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14210 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2504 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999096.000000 Penalty: 154229.640625
Iteration 286Q: 73 clusters Score -6.89991e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73266 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73780 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14209 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12078 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999112.000000 Penalty: 154229.640625
Iteration 287Q: 73 clusters Score -6.899911e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73272 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73784 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14198 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2502 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12079 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999136.000000 Penalty: 154229.640625
Iteration 288Q: 73 clusters Score -6.899914e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73277 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73784 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14189 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2502 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12082 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 154229.640625
Iteration 289Q: 73 clusters Score -6.899918e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73299 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4154 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73770 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14181 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12084 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999128.000000 Penalty: 154229.640625
Iteration 290Q: 73 clusters Score -6.899913e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73311 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73761 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14177 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12083 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999184.000000 Penalty: 154229.640625
Iteration 291Q: 73 clusters Score -6.899918e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73279 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73788 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14171 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12088 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999168.000000 Penalty: 154229.640625
Iteration 292Q: 73 clusters Score -6.899917e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73258 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73806 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14169 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12092 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999112.000000 Penalty: 154229.640625
Iteration 293Q: 73 clusters Score -6.899911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73228 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73834 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14167 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12094 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999152.000000 Penalty: 154229.640625
Iteration 294Q: 73 clusters Score -6.899915e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73197 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73866 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14163 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12095 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999136.000000 Penalty: 154229.640625
Iteration 295Q: 73 clusters Score -6.899914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73172 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73895 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14160 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12092 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999144.000000 Penalty: 154229.640625
Iteration 296Q: 73 clusters Score -6.899914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73156 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73915 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14158 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12089 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999048.000000 Penalty: 154229.640625
Iteration 297Q: 73 clusters Score -6.899905e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73158 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73919 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14155 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12084 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999064.000000 Penalty: 154229.640625
Iteration 298Q: 73 clusters Score -6.899906e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73168 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73917 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14151 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12080 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999032.000000 Penalty: 154229.640625
Iteration 299Q: 73 clusters Score -6.899903e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73171 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73924 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14146 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999040.000000 Penalty: 154229.640625
Iteration 300F: 73 clusters Score -6.899904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73163 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73935 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14142 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999080.000000 Penalty: 154229.640625
Iteration 301Q: 73 clusters Score -6.899908e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73159 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73941 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14136 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5568 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12079 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999072.000000 Penalty: 154229.640625
Iteration 302Q: 73 clusters Score -6.899907e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73168 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73933 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14135 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12079 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999032.000000 Penalty: 154229.640625
Iteration 303Q: 73 clusters Score -6.899903e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73170 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73931 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14137 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12079 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999032.000000 Penalty: 154229.640625
Iteration 304Q: 73 clusters Score -6.899903e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73159 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73940 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14140 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12078 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999008.000000 Penalty: 154229.640625
Iteration 305Q: 73 clusters Score -6.899901e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73159 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73936 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14144 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12080 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999000.000000 Penalty: 154229.640625
Iteration 306Q: 73 clusters Score -6.8999e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73150 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73944 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14142 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999016.000000 Penalty: 154229.640625
Iteration 307Q: 73 clusters Score -6.899902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73144 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4154 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73951 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14140 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12083 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998960.000000 Penalty: 154229.640625
Iteration 308Q: 73 clusters Score -6.899896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73146 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4155 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73949 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14136 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12085 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998960.000000 Penalty: 154229.640625
Iteration 309Q: 73 clusters Score -6.899896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73141 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4155 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73954 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14134 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998912.000000 Penalty: 154229.640625
Iteration 310Q: 73 clusters Score -6.899891e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73146 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4155 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73957 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14131 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2499 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12081 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998968.000000 Penalty: 154229.640625
Iteration 311Q: 73 clusters Score -6.899897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73145 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73958 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14127 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12082 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998968.000000 Penalty: 154229.640625
Iteration 312Q: 73 clusters Score -6.899897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73149 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73952 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14126 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12084 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999000.000000 Penalty: 154229.640625
Iteration 313Q: 73 clusters Score -6.8999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73148 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73948 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14126 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12087 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998968.000000 Penalty: 154229.640625
Iteration 314Q: 73 clusters Score -6.899897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73146 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73949 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14129 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998936.000000 Penalty: 154229.640625
Iteration 315Q: 73 clusters Score -6.899894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73154 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73943 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14129 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998944.000000 Penalty: 154229.640625
Iteration 316Q: 73 clusters Score -6.899894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73156 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73942 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14130 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2501 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998952.000000 Penalty: 154229.640625
Iteration 317Q: 73 clusters Score -6.899895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73161 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 73938 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14130 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68998952.000000 Penalty: 154229.640625
Iteration 318Q: 73 clusters Score -6.899895e+07 nChanged 35
Entering ConstructFrom: 
Score: -68998952.000000 Penalty: 154229.640625
Entering ConstructFrom: 
Trying to split cluster 1 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -279828.375000 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -279828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -277586.500000 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -277586.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -278178.625000 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -278178.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -278332.125000 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -278332.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -278452.375000 Penalty: 2504.941406
	Iteration 3F: 3 clusters Score -278452.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -278554.031250 Penalty: 2504.941406
	Iteration 4F: 3 clusters Score -278554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -278639.843750 Penalty: 2504.941406
	Iteration 5Q: 3 clusters Score -278639.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -278734.750000 Penalty: 2504.941406
	Iteration 6Q: 3 clusters Score -278734.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -278831.406250 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -278831.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -278888.812500 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -278888.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -278931.562500 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -278931.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -278959.093750 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -278959.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -278980.562500 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -278980.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -279002.250000 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -279002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -279025.031250 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -279025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -279048.750000 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -279048.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -279076.937500 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -279076.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -279109.500000 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -279109.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -279127.062500 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -279127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -279139.250000 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -279139.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -279146.281250 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -279146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -279149.468750 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -279149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -279151.125000 Penalty: 2504.941406
	Iteration 21Q: 3 clusters Score -279151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -279152.937500 Penalty: 2504.941406
	Iteration 22Q: 3 clusters Score -279152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -279153.812500 Penalty: 2504.941406
	Iteration 23Q: 3 clusters Score -279153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -279155.000000 Penalty: 2504.941406
	Iteration 24Q: 3 clusters Score -279155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -279155.375000 Penalty: 2504.941406
	Iteration 25Q: 3 clusters Score -279155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -279155.812500 Penalty: 2504.941406
	Iteration 26Q: 3 clusters Score -279155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -279155.812500 Penalty: 2504.941406
	Iteration 27F: 3 clusters Score -279155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 150 members 
Entering Unmasked Estep 
Score: -15790.125977 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15790.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16003.813477 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16003.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16107.673828 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16107.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16185.123047 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16185.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16214.629883 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16214.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16221.966797 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16221.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16223.941406 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16223.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16225.525391 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16225.53 nChanged 1
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: -16227.876953 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16227.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16229.016602 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16229.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16235.012695 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16235.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16236.178711 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16236.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16236.178711 Penalty: 1885.688477
	Iteration 12F: 3 clusters Score -16236.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133737.671875 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133737.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133954.812500 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -133954.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134017.125000 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134017.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134062.578125 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134093.625000 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134093.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134119.328125 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134133.031250 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134140.265625 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134145.062500 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134152.718750 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134158.203125 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134161.000000 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134163.937500 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134165.515625 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134167.593750 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134169.234375 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -134169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134170.187500 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -134170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134171.250000 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -134171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134171.250000 Penalty: 2260.257568
	Iteration 18F: 3 clusters Score -134171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Entering Unmasked Estep 
Score: -2822457.000000 Penalty: 1618.555298
	Iteration 0F: 2 clusters Score -2822457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2808137.000000 Penalty: 3237.110596
	Iteration 0F: 3 clusters Score -2808137 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2813527.250000 Penalty: 3237.110596
	Iteration 1F: 3 clusters Score -2813527 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2813887.750000 Penalty: 3237.110596
	Iteration 2Q: 3 clusters Score -2813888 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2814222.000000 Penalty: 3237.110596
	Iteration 3Q: 3 clusters Score -2814222 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2814558.750000 Penalty: 3237.110596
	Iteration 4Q: 3 clusters Score -2814559 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2814936.250000 Penalty: 3237.110596
	Iteration 5Q: 3 clusters Score -2814936 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2815393.250000 Penalty: 3237.110596
	Iteration 6Q: 3 clusters Score -2815393 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2815920.000000 Penalty: 3237.110596
	Iteration 7Q: 3 clusters Score -2815920 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2816544.750000 Penalty: 3237.110596
	Iteration 8Q: 3 clusters Score -2816545 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2817239.500000 Penalty: 3237.110596
	Iteration 9Q: 3 clusters Score -2817240 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2817912.000000 Penalty: 3237.110596
	Iteration 10Q: 3 clusters Score -2817912 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2818372.500000 Penalty: 3237.110596
	Iteration 11Q: 3 clusters Score -2818372 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2818662.000000 Penalty: 3237.110596
	Iteration 12Q: 3 clusters Score -2818662 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2818900.000000 Penalty: 3237.110596
	Iteration 13Q: 3 clusters Score -2818900 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2819131.500000 Penalty: 3237.110596
	Iteration 14Q: 3 clusters Score -2819132 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2819332.500000 Penalty: 3237.110596
	Iteration 15Q: 3 clusters Score -2819332 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2819572.000000 Penalty: 3237.110596
	Iteration 16Q: 3 clusters Score -2819572 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2819790.750000 Penalty: 3237.110596
	Iteration 17Q: 3 clusters Score -2819791 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2820003.000000 Penalty: 3237.110596
	Iteration 18Q: 3 clusters Score -2820003 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2820226.250000 Penalty: 3237.110596
	Iteration 19Q: 3 clusters Score -2820226 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2820440.250000 Penalty: 3237.110596
	Iteration 20F: 3 clusters Score -2820440 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2820603.000000 Penalty: 3237.110596
	Iteration 21Q: 3 clusters Score -2820603 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2820764.000000 Penalty: 3237.110596
	Iteration 22Q: 3 clusters Score -2820764 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2820896.250000 Penalty: 3237.110596
	Iteration 23Q: 3 clusters Score -2820896 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2820988.500000 Penalty: 3237.110596
	Iteration 24Q: 3 clusters Score -2820988 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2821060.000000 Penalty: 3237.110596
	Iteration 25Q: 3 clusters Score -2821060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2821123.750000 Penalty: 3237.110596
	Iteration 26Q: 3 clusters Score -2821124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2821190.000000 Penalty: 3237.110596
	Iteration 27Q: 3 clusters Score -2821190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2821227.500000 Penalty: 3237.110596
	Iteration 28Q: 3 clusters Score -2821228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2821254.250000 Penalty: 3237.110596
	Iteration 29Q: 3 clusters Score -2821254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2821277.750000 Penalty: 3237.110596
	Iteration 30Q: 3 clusters Score -2821278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2821299.750000 Penalty: 3237.110596
	Iteration 31Q: 3 clusters Score -2821300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2821314.750000 Penalty: 3237.110596
	Iteration 32Q: 3 clusters Score -2821315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2821328.750000 Penalty: 3237.110596
	Iteration 33Q: 3 clusters Score -2821329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2821342.250000 Penalty: 3237.110596
	Iteration 34Q: 3 clusters Score -2821342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2821354.500000 Penalty: 3237.110596
	Iteration 35Q: 3 clusters Score -2821354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2821369.250000 Penalty: 3237.110596
	Iteration 36Q: 3 clusters Score -2821369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2821380.500000 Penalty: 3237.110596
	Iteration 37Q: 3 clusters Score -2821380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2821382.000000 Penalty: 3237.110596
	Iteration 38Q: 3 clusters Score -2821382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2821390.250000 Penalty: 3237.110596
	Iteration 39Q: 3 clusters Score -2821390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2821394.750000 Penalty: 3237.110596
	Iteration 40F: 3 clusters Score -2821395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2821398.750000 Penalty: 3237.110596
	Iteration 41Q: 3 clusters Score -2821399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2821412.250000 Penalty: 3237.110596
	Iteration 42Q: 3 clusters Score -2821412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2821416.250000 Penalty: 3237.110596
	Iteration 43Q: 3 clusters Score -2821416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2821416.500000 Penalty: 3237.110596
	Iteration 44Q: 3 clusters Score -2821416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2821420.500000 Penalty: 3237.110596
	Iteration 45Q: 3 clusters Score -2821420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2821426.500000 Penalty: 3237.110596
	Iteration 46Q: 3 clusters Score -2821426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2821431.500000 Penalty: 3237.110596
	Iteration 47Q: 3 clusters Score -2821432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2821435.750000 Penalty: 3237.110596
	Iteration 48Q: 3 clusters Score -2821436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2821440.500000 Penalty: 3237.110596
	Iteration 49Q: 3 clusters Score -2821440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2821435.750000 Penalty: 3237.110596
	Iteration 50Q: 3 clusters Score -2821436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2821438.250000 Penalty: 3237.110596
	Iteration 51Q: 3 clusters Score -2821438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2821441.500000 Penalty: 3237.110596
	Iteration 52Q: 3 clusters Score -2821442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2821441.000000 Penalty: 3237.110596
	Iteration 53Q: 3 clusters Score -2821441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2821443.250000 Penalty: 3237.110596
	Iteration 54Q: 3 clusters Score -2821443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2821444.250000 Penalty: 3237.110596
	Iteration 55Q: 3 clusters Score -2821444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2821448.500000 Penalty: 3237.110596
	Iteration 56Q: 3 clusters Score -2821448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2821446.500000 Penalty: 3237.110596
	Iteration 57Q: 3 clusters Score -2821446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2821446.500000 Penalty: 3237.110596
	Iteration 58Q: 3 clusters Score -2821446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2821446.500000 Penalty: 3237.110596
	Iteration 59F: 3 clusters Score -2821446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -188105.453125 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -188105.5 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 765 members 
Entering Unmasked Estep 
Score: -186339.546875 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -186339.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186694.453125 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -186694.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186764.000000 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -186764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186818.187500 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -186818.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -186861.125000 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -186861.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186892.640625 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -186892.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -186906.875000 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -186906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -186912.328125 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -186912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -186919.031250 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -186919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -186923.484375 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -186923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -186925.937500 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -186925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -186927.484375 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -186927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186929.359375 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -186929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186931.953125 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -186932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -186932.203125 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -186932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186932.515625 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -186932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186933.406250 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -186933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -186935.078125 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -186935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -186937.015625 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -186937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186938.515625 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -186938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186938.796875 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -186938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186939.109375 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -186939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186939.109375 Penalty: 2379.171387
	Iteration 22F: 3 clusters Score -186939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 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 1008 members 
Entering Unmasked Estep 
Score: -265901.187500 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265901.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266400.437500 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266400.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -266590.156250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266590.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -266751.718750 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -266751.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -266881.250000 Penalty: 2478.001221
	Iteration 4F: 3 clusters Score -266881.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -266998.500000 Penalty: 2478.001221
	Iteration 5F: 3 clusters Score -266998.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -267103.843750 Penalty: 2478.001221
	Iteration 6F: 3 clusters Score -267103.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -267183.718750 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -267183.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267229.406250 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -267229.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -267270.031250 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -267270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -267296.562500 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -267296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -267319.406250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -267319.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -267330.187500 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -267330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -267332.875000 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -267332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -267339.281250 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -267339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -267342.406250 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -267342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -267344.031250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -267344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267344.968750 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -267345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -267345.468750 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -267345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -267345.468750 Penalty: 2478.001221
	Iteration 19F: 3 clusters Score -267345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Entering Unmasked Estep 
Score: -9951183.000000 Penalty: 1820.074463
	Iteration 0F: 2 clusters Score -9951183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -9905024.000000 Penalty: 3640.148926
	Iteration 0F: 3 clusters Score -9905024 nChanged 34708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -9925566.000000 Penalty: 3640.148926
	Iteration 1F: 3 clusters Score -9925566 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -9927063.000000 Penalty: 3640.148926
	Iteration 2Q: 3 clusters Score -9927063 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9929614.000000 Penalty: 3640.148926
	Iteration 3F: 3 clusters Score -9929614 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9933806.000000 Penalty: 3640.148926
	Iteration 4F: 3 clusters Score -9933806 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -9939010.000000 Penalty: 3640.148926
	Iteration 5F: 3 clusters Score -9939010 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -9944307.000000 Penalty: 3640.148926
	Iteration 6F: 3 clusters Score -9944307 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -9948072.000000 Penalty: 3640.148926
	Iteration 7F: 3 clusters Score -9948072 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -9949843.000000 Penalty: 3640.148926
	Iteration 8Q: 3 clusters Score -9949843 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -9950657.000000 Penalty: 3640.148926
	Iteration 9Q: 3 clusters Score -9950657 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -9950986.000000 Penalty: 3640.148926
	Iteration 10Q: 3 clusters Score -9950986 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -9951196.000000 Penalty: 3640.148926
	Iteration 11Q: 3 clusters Score -9951196 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -9951353.000000 Penalty: 3640.148926
	Iteration 12Q: 3 clusters Score -9951353 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -9951454.000000 Penalty: 3640.148926
	Iteration 13Q: 3 clusters Score -9951454 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -9951574.000000 Penalty: 3640.148926
	Iteration 14Q: 3 clusters Score -9951574 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -9951560.000000 Penalty: 3640.148926
	Iteration 15Q: 3 clusters Score -9951560 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -9951549.000000 Penalty: 3640.148926
	Iteration 16Q: 3 clusters Score -9951549 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -9951547.000000 Penalty: 3640.148926
	Iteration 17Q: 3 clusters Score -9951547 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -9951565.000000 Penalty: 3640.148926
	Iteration 18Q: 3 clusters Score -9951565 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -9951554.000000 Penalty: 3640.148926
	Iteration 19Q: 3 clusters Score -9951554 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -9951549.000000 Penalty: 3640.148926
	Iteration 20F: 3 clusters Score -9951549 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -9951565.000000 Penalty: 3640.148926
	Iteration 21Q: 3 clusters Score -9951565 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -9951522.000000 Penalty: 3640.148926
	Iteration 22Q: 3 clusters Score -9951522 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -9951515.000000 Penalty: 3640.148926
	Iteration 23Q: 3 clusters Score -9951515 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -9951491.000000 Penalty: 3640.148926
	Iteration 24Q: 3 clusters Score -9951491 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -9951483.000000 Penalty: 3640.148926
	Iteration 25Q: 3 clusters Score -9951483 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -9951438.000000 Penalty: 3640.148926
	Iteration 26Q: 3 clusters Score -9951438 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -9951456.000000 Penalty: 3640.148926
	Iteration 27Q: 3 clusters Score -9951456 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -9951394.000000 Penalty: 3640.148926
	Iteration 28Q: 3 clusters Score -9951394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -9951363.000000 Penalty: 3640.148926
	Iteration 29Q: 3 clusters Score -9951363 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -9951336.000000 Penalty: 3640.148926
	Iteration 30Q: 3 clusters Score -9951336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -9951282.000000 Penalty: 3640.148926
	Iteration 31Q: 3 clusters Score -9951282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -9951262.000000 Penalty: 3640.148926
	Iteration 32Q: 3 clusters Score -9951262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -9951242.000000 Penalty: 3640.148926
	Iteration 33Q: 3 clusters Score -9951242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -9951225.000000 Penalty: 3640.148926
	Iteration 34Q: 3 clusters Score -9951225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -9951168.000000 Penalty: 3640.148926
	Iteration 35Q: 3 clusters Score -9951168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -9951150.000000 Penalty: 3640.148926
	Iteration 36Q: 3 clusters Score -9951150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9951101.000000 Penalty: 3640.148926
	Iteration 37Q: 3 clusters Score -9951101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -9951080.000000 Penalty: 3640.148926
	Iteration 38Q: 3 clusters Score -9951080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -9951046.000000 Penalty: 3640.148926
	Iteration 39Q: 3 clusters Score -9951046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9951012.000000 Penalty: 3640.148926
	Iteration 40F: 3 clusters Score -9951012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -9951014.000000 Penalty: 3640.148926
	Iteration 41Q: 3 clusters Score -9951014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -9950972.000000 Penalty: 3640.148926
	Iteration 42Q: 3 clusters Score -9950972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9950958.000000 Penalty: 3640.148926
	Iteration 43Q: 3 clusters Score -9950958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9950929.000000 Penalty: 3640.148926
	Iteration 44Q: 3 clusters Score -9950929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9950909.000000 Penalty: 3640.148926
	Iteration 45Q: 3 clusters Score -9950909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -9950917.000000 Penalty: 3640.148926
	Iteration 46Q: 3 clusters Score -9950917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9950893.000000 Penalty: 3640.148926
	Iteration 47Q: 3 clusters Score -9950893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -9950890.000000 Penalty: 3640.148926
	Iteration 48Q: 3 clusters Score -9950890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -9950857.000000 Penalty: 3640.148926
	Iteration 49Q: 3 clusters Score -9950857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -9950848.000000 Penalty: 3640.148926
	Iteration 50Q: 3 clusters Score -9950848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9950849.000000 Penalty: 3640.148926
	Iteration 51Q: 3 clusters Score -9950849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -9950823.000000 Penalty: 3640.148926
	Iteration 52Q: 3 clusters Score -9950823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -9950827.000000 Penalty: 3640.148926
	Iteration 53Q: 3 clusters Score -9950827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -9950813.000000 Penalty: 3640.148926
	Iteration 54Q: 3 clusters Score -9950813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -9950797.000000 Penalty: 3640.148926
	Iteration 55Q: 3 clusters Score -9950797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -9950802.000000 Penalty: 3640.148926
	Iteration 56Q: 3 clusters Score -9950802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -9950808.000000 Penalty: 3640.148926
	Iteration 57Q: 3 clusters Score -9950808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -9950796.000000 Penalty: 3640.148926
	Iteration 58Q: 3 clusters Score -9950796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9950795.000000 Penalty: 3640.148926
	Iteration 59Q: 3 clusters Score -9950795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -9950797.000000 Penalty: 3640.148926
	Iteration 60F: 3 clusters Score -9950797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -9950812.000000 Penalty: 3640.148926
	Iteration 61Q: 3 clusters Score -9950812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -9950800.000000 Penalty: 3640.148926
	Iteration 62Q: 3 clusters Score -9950800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -9950808.000000 Penalty: 3640.148926
	Iteration 63Q: 3 clusters Score -9950808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -9950800.000000 Penalty: 3640.148926
	Iteration 64Q: 3 clusters Score -9950800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -9950798.000000 Penalty: 3640.148926
	Iteration 65Q: 3 clusters Score -9950798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -9950796.000000 Penalty: 3640.148926
	Iteration 66Q: 3 clusters Score -9950796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -9950808.000000 Penalty: 3640.148926
	Iteration 67Q: 3 clusters Score -9950808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -9950806.000000 Penalty: 3640.148926
	Iteration 68Q: 3 clusters Score -9950806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -9950805.000000 Penalty: 3640.148926
	Iteration 69Q: 3 clusters Score -9950805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -9950799.000000 Penalty: 3640.148926
	Iteration 70Q: 3 clusters Score -9950799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -9950812.000000 Penalty: 3640.148926
	Iteration 71Q: 3 clusters Score -9950812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -9950808.000000 Penalty: 3640.148926
	Iteration 72Q: 3 clusters Score -9950808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -9950803.000000 Penalty: 3640.148926
	Iteration 73Q: 3 clusters Score -9950803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -9950798.000000 Penalty: 3640.148926
	Iteration 74Q: 3 clusters Score -9950798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9950802.000000 Penalty: 3640.148926
	Iteration 75Q: 3 clusters Score -9950802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -9950810.000000 Penalty: 3640.148926
	Iteration 76Q: 3 clusters Score -9950810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -9950803.000000 Penalty: 3640.148926
	Iteration 77Q: 3 clusters Score -9950803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -9950795.000000 Penalty: 3640.148926
	Iteration 78Q: 3 clusters Score -9950795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -9950795.000000 Penalty: 3640.148926
	Iteration 79F: 3 clusters Score -9950795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195484.671875 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195484.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -195817.187500 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195817.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195884.218750 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195884.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195925.218750 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -195925.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -195955.968750 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -195956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195985.687500 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -195985.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -196010.968750 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196034.875000 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196034.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196064.953125 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196096.281250 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196096.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -196131.984375 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -196167.484375 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196167.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196212.343750 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196212.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196252.062500 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196252.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196284.640625 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196284.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -196320.812500 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196320.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196356.312500 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196356.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -196384.265625 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196384.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -196397.078125 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196397.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -196410.093750 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196418.500000 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -196425.453125 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196431.859375 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196436.296875 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196437.234375 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196437.890625 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196437.890625 Penalty: 2382.807373
	Iteration 26F: 3 clusters Score -196437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -1968018.750000 Penalty: 1558.920166
	Iteration 0F: 2 clusters Score -1968019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1957685.125000 Penalty: 3117.840332
	Iteration 0F: 3 clusters Score -1957685 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1961326.125000 Penalty: 3117.840332
	Iteration 1F: 3 clusters Score -1961326 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1961680.000000 Penalty: 3117.840332
	Iteration 2F: 3 clusters Score -1961680 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1962044.375000 Penalty: 3117.840332
	Iteration 3F: 3 clusters Score -1962044 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1962496.000000 Penalty: 3117.840332
	Iteration 4F: 3 clusters Score -1962496 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1963074.125000 Penalty: 3117.840332
	Iteration 5F: 3 clusters Score -1963074 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1963745.375000 Penalty: 3117.840332
	Iteration 6F: 3 clusters Score -1963745 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1964364.000000 Penalty: 3117.840332
	Iteration 7F: 3 clusters Score -1964364 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1964841.000000 Penalty: 3117.840332
	Iteration 8F: 3 clusters Score -1964841 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1965257.875000 Penalty: 3117.840332
	Iteration 9Q: 3 clusters Score -1965258 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1965768.375000 Penalty: 3117.840332
	Iteration 10Q: 3 clusters Score -1965768 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1966209.250000 Penalty: 3117.840332
	Iteration 11Q: 3 clusters Score -1966209 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1966405.000000 Penalty: 3117.840332
	Iteration 12Q: 3 clusters Score -1966405 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1966480.125000 Penalty: 3117.840332
	Iteration 13Q: 3 clusters Score -1966480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1966525.375000 Penalty: 3117.840332
	Iteration 14Q: 3 clusters Score -1966525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1966563.500000 Penalty: 3117.840332
	Iteration 15Q: 3 clusters Score -1966564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1966597.125000 Penalty: 3117.840332
	Iteration 16Q: 3 clusters Score -1966597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1966625.250000 Penalty: 3117.840332
	Iteration 17Q: 3 clusters Score -1966625 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1966649.625000 Penalty: 3117.840332
	Iteration 18Q: 3 clusters Score -1966650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1966682.500000 Penalty: 3117.840332
	Iteration 19Q: 3 clusters Score -1966682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1966706.375000 Penalty: 3117.840332
	Iteration 20F: 3 clusters Score -1966706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1966730.125000 Penalty: 3117.840332
	Iteration 21Q: 3 clusters Score -1966730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1966764.125000 Penalty: 3117.840332
	Iteration 22Q: 3 clusters Score -1966764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1966781.375000 Penalty: 3117.840332
	Iteration 23Q: 3 clusters Score -1966781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1966791.125000 Penalty: 3117.840332
	Iteration 24Q: 3 clusters Score -1966791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1966814.125000 Penalty: 3117.840332
	Iteration 25Q: 3 clusters Score -1966814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1966828.000000 Penalty: 3117.840332
	Iteration 26Q: 3 clusters Score -1966828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1966843.625000 Penalty: 3117.840332
	Iteration 27Q: 3 clusters Score -1966844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1966856.750000 Penalty: 3117.840332
	Iteration 28Q: 3 clusters Score -1966857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1966871.750000 Penalty: 3117.840332
	Iteration 29Q: 3 clusters Score -1966872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1966886.625000 Penalty: 3117.840332
	Iteration 30Q: 3 clusters Score -1966887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1966910.750000 Penalty: 3117.840332
	Iteration 31Q: 3 clusters Score -1966911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1966926.125000 Penalty: 3117.840332
	Iteration 32Q: 3 clusters Score -1966926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1966952.750000 Penalty: 3117.840332
	Iteration 33Q: 3 clusters Score -1966953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1966974.125000 Penalty: 3117.840332
	Iteration 34Q: 3 clusters Score -1966974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1966999.875000 Penalty: 3117.840332
	Iteration 35Q: 3 clusters Score -1967000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1967014.500000 Penalty: 3117.840332
	Iteration 36Q: 3 clusters Score -1967014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1967036.750000 Penalty: 3117.840332
	Iteration 37Q: 3 clusters Score -1967037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1967057.875000 Penalty: 3117.840332
	Iteration 38Q: 3 clusters Score -1967058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1967073.750000 Penalty: 3117.840332
	Iteration 39Q: 3 clusters Score -1967074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1967093.750000 Penalty: 3117.840332
	Iteration 40F: 3 clusters Score -1967094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1967109.750000 Penalty: 3117.840332
	Iteration 41Q: 3 clusters Score -1967110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1967126.000000 Penalty: 3117.840332
	Iteration 42Q: 3 clusters Score -1967126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1967142.375000 Penalty: 3117.840332
	Iteration 43Q: 3 clusters Score -1967142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1967145.250000 Penalty: 3117.840332
	Iteration 44Q: 3 clusters Score -1967145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1967144.625000 Penalty: 3117.840332
	Iteration 45Q: 3 clusters Score -1967145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1967149.000000 Penalty: 3117.840332
	Iteration 46Q: 3 clusters Score -1967149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1967155.375000 Penalty: 3117.840332
	Iteration 47Q: 3 clusters Score -1967155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1967158.000000 Penalty: 3117.840332
	Iteration 48Q: 3 clusters Score -1967158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1967161.000000 Penalty: 3117.840332
	Iteration 49Q: 3 clusters Score -1967161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1967175.375000 Penalty: 3117.840332
	Iteration 50Q: 3 clusters Score -1967175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1967180.750000 Penalty: 3117.840332
	Iteration 51Q: 3 clusters Score -1967181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1967187.250000 Penalty: 3117.840332
	Iteration 52Q: 3 clusters Score -1967187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1967191.625000 Penalty: 3117.840332
	Iteration 53Q: 3 clusters Score -1967192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1967203.500000 Penalty: 3117.840332
	Iteration 54Q: 3 clusters Score -1967204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1967205.750000 Penalty: 3117.840332
	Iteration 55Q: 3 clusters Score -1967206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1967207.125000 Penalty: 3117.840332
	Iteration 56Q: 3 clusters Score -1967207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1967212.500000 Penalty: 3117.840332
	Iteration 57Q: 3 clusters Score -1967212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1967212.375000 Penalty: 3117.840332
	Iteration 58Q: 3 clusters Score -1967212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1967219.375000 Penalty: 3117.840332
	Iteration 59Q: 3 clusters Score -1967219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1967219.375000 Penalty: 3117.840332
	Iteration 60F: 3 clusters Score -1967219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1967222.750000 Penalty: 3117.840332
	Iteration 61Q: 3 clusters Score -1967223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1967225.375000 Penalty: 3117.840332
	Iteration 62Q: 3 clusters Score -1967225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1967225.375000 Penalty: 3117.840332
	Iteration 63Q: 3 clusters Score -1967225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1967226.125000 Penalty: 3117.840332
	Iteration 64Q: 3 clusters Score -1967226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1967225.625000 Penalty: 3117.840332
	Iteration 65Q: 3 clusters Score -1967226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1967225.375000 Penalty: 3117.840332
	Iteration 66Q: 3 clusters Score -1967225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1967225.500000 Penalty: 3117.840332
	Iteration 67Q: 3 clusters Score -1967226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1967225.500000 Penalty: 3117.840332
	Iteration 68F: 3 clusters Score -1967226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 195 members 
Entering Unmasked Estep 
Score: -25121.820312 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25121.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25343.130859 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25343.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25449.919922 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25449.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25522.533203 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -25522.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25538.085938 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25538.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25543.781250 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25543.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25543.781250 Penalty: 1905.680176
	Iteration 6F: 3 clusters Score -25543.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58984.328125 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -58984.33 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59334.847656 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59334.85 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59586.140625 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59586.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59745.890625 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59745.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59815.648438 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59815.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59865.886719 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59865.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59923.550781 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59923.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59941.054688 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59941.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59941.054688 Penalty: 2066.861572
	Iteration 8F: 3 clusters Score -59941.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Entering Unmasked Estep 
Score: -8446812.000000 Penalty: 1797.557495
	Iteration 0F: 2 clusters Score -8446812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -8404500.000000 Penalty: 3595.114990
	Iteration 0F: 3 clusters Score -8404500 nChanged 30149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8421683.000000 Penalty: 3595.114990
	Iteration 1F: 3 clusters Score -8421683 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -8422343.000000 Penalty: 3595.114990
	Iteration 2Q: 3 clusters Score -8422343 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -8423334.000000 Penalty: 3595.114990
	Iteration 3Q: 3 clusters Score -8423334 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -8424622.000000 Penalty: 3595.114990
	Iteration 4Q: 3 clusters Score -8424622 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -8426324.000000 Penalty: 3595.114990
	Iteration 5Q: 3 clusters Score -8426324 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -8428369.000000 Penalty: 3595.114990
	Iteration 6F: 3 clusters Score -8428369 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8430498.000000 Penalty: 3595.114990
	Iteration 7F: 3 clusters Score -8430498 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8432530.000000 Penalty: 3595.114990
	Iteration 8F: 3 clusters Score -8432530 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8434223.000000 Penalty: 3595.114990
	Iteration 9Q: 3 clusters Score -8434223 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8435740.000000 Penalty: 3595.114990
	Iteration 10Q: 3 clusters Score -8435740 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -8436788.000000 Penalty: 3595.114990
	Iteration 11Q: 3 clusters Score -8436788 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -8437478.000000 Penalty: 3595.114990
	Iteration 12Q: 3 clusters Score -8437478 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -8438007.000000 Penalty: 3595.114990
	Iteration 13Q: 3 clusters Score -8438007 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -8438403.000000 Penalty: 3595.114990
	Iteration 14Q: 3 clusters Score -8438403 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8438709.000000 Penalty: 3595.114990
	Iteration 15Q: 3 clusters Score -8438709 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -8439097.000000 Penalty: 3595.114990
	Iteration 16Q: 3 clusters Score -8439097 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -8439474.000000 Penalty: 3595.114990
	Iteration 17Q: 3 clusters Score -8439474 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -8439903.000000 Penalty: 3595.114990
	Iteration 18Q: 3 clusters Score -8439903 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -8440305.000000 Penalty: 3595.114990
	Iteration 19Q: 3 clusters Score -8440305 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -8440721.000000 Penalty: 3595.114990
	Iteration 20F: 3 clusters Score -8440721 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -8441158.000000 Penalty: 3595.114990
	Iteration 21Q: 3 clusters Score -8441158 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -8441561.000000 Penalty: 3595.114990
	Iteration 22Q: 3 clusters Score -8441561 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -8441914.000000 Penalty: 3595.114990
	Iteration 23Q: 3 clusters Score -8441914 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8442295.000000 Penalty: 3595.114990
	Iteration 24Q: 3 clusters Score -8442295 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8442666.000000 Penalty: 3595.114990
	Iteration 25Q: 3 clusters Score -8442666 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -8443039.000000 Penalty: 3595.114990
	Iteration 26Q: 3 clusters Score -8443039 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8443384.000000 Penalty: 3595.114990
	Iteration 27Q: 3 clusters Score -8443384 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8443708.000000 Penalty: 3595.114990
	Iteration 28Q: 3 clusters Score -8443708 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8443975.000000 Penalty: 3595.114990
	Iteration 29Q: 3 clusters Score -8443975 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8444241.000000 Penalty: 3595.114990
	Iteration 30Q: 3 clusters Score -8444241 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8444434.000000 Penalty: 3595.114990
	Iteration 31Q: 3 clusters Score -8444434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8444594.000000 Penalty: 3595.114990
	Iteration 32Q: 3 clusters Score -8444594 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8444725.000000 Penalty: 3595.114990
	Iteration 33Q: 3 clusters Score -8444725 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8444841.000000 Penalty: 3595.114990
	Iteration 34Q: 3 clusters Score -8444841 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8444941.000000 Penalty: 3595.114990
	Iteration 35Q: 3 clusters Score -8444941 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8445026.000000 Penalty: 3595.114990
	Iteration 36Q: 3 clusters Score -8445026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8445061.000000 Penalty: 3595.114990
	Iteration 37Q: 3 clusters Score -8445061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8445103.000000 Penalty: 3595.114990
	Iteration 38Q: 3 clusters Score -8445103 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8445110.000000 Penalty: 3595.114990
	Iteration 39Q: 3 clusters Score -8445110 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8445159.000000 Penalty: 3595.114990
	Iteration 40F: 3 clusters Score -8445159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8445194.000000 Penalty: 3595.114990
	Iteration 41Q: 3 clusters Score -8445194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8445234.000000 Penalty: 3595.114990
	Iteration 42Q: 3 clusters Score -8445234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8445256.000000 Penalty: 3595.114990
	Iteration 43Q: 3 clusters Score -8445256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8445283.000000 Penalty: 3595.114990
	Iteration 44Q: 3 clusters Score -8445283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8445283.000000 Penalty: 3595.114990
	Iteration 45Q: 3 clusters Score -8445283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8445284.000000 Penalty: 3595.114990
	Iteration 46Q: 3 clusters Score -8445284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8445291.000000 Penalty: 3595.114990
	Iteration 47Q: 3 clusters Score -8445291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8445309.000000 Penalty: 3595.114990
	Iteration 48Q: 3 clusters Score -8445309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8445311.000000 Penalty: 3595.114990
	Iteration 49Q: 3 clusters Score -8445311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8445332.000000 Penalty: 3595.114990
	Iteration 50Q: 3 clusters Score -8445332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8445358.000000 Penalty: 3595.114990
	Iteration 51Q: 3 clusters Score -8445358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8445360.000000 Penalty: 3595.114990
	Iteration 52Q: 3 clusters Score -8445360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8445375.000000 Penalty: 3595.114990
	Iteration 53Q: 3 clusters Score -8445375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8445365.000000 Penalty: 3595.114990
	Iteration 54Q: 3 clusters Score -8445365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8445358.000000 Penalty: 3595.114990
	Iteration 55Q: 3 clusters Score -8445358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8445362.000000 Penalty: 3595.114990
	Iteration 56Q: 3 clusters Score -8445362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8445359.000000 Penalty: 3595.114990
	Iteration 57Q: 3 clusters Score -8445359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8445365.000000 Penalty: 3595.114990
	Iteration 58Q: 3 clusters Score -8445365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8445372.000000 Penalty: 3595.114990
	Iteration 59Q: 3 clusters Score -8445372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8445371.000000 Penalty: 3595.114990
	Iteration 60F: 3 clusters Score -8445371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8445387.000000 Penalty: 3595.114990
	Iteration 61Q: 3 clusters Score -8445387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8445384.000000 Penalty: 3595.114990
	Iteration 62Q: 3 clusters Score -8445384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8445385.000000 Penalty: 3595.114990
	Iteration 63Q: 3 clusters Score -8445385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8445394.000000 Penalty: 3595.114990
	Iteration 64Q: 3 clusters Score -8445394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8445391.000000 Penalty: 3595.114990
	Iteration 65Q: 3 clusters Score -8445391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8445383.000000 Penalty: 3595.114990
	Iteration 66Q: 3 clusters Score -8445383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8445388.000000 Penalty: 3595.114990
	Iteration 67Q: 3 clusters Score -8445388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8445389.000000 Penalty: 3595.114990
	Iteration 68Q: 3 clusters Score -8445389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8445388.000000 Penalty: 3595.114990
	Iteration 69Q: 3 clusters Score -8445388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8445387.000000 Penalty: 3595.114990
	Iteration 70Q: 3 clusters Score -8445387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8445389.000000 Penalty: 3595.114990
	Iteration 71Q: 3 clusters Score -8445389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8445382.000000 Penalty: 3595.114990
	Iteration 72Q: 3 clusters Score -8445382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8445398.000000 Penalty: 3595.114990
	Iteration 73Q: 3 clusters Score -8445398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8445399.000000 Penalty: 3595.114990
	Iteration 74Q: 3 clusters Score -8445399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8445395.000000 Penalty: 3595.114990
	Iteration 75Q: 3 clusters Score -8445395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8445400.000000 Penalty: 3595.114990
	Iteration 76Q: 3 clusters Score -8445400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8445408.000000 Penalty: 3595.114990
	Iteration 77Q: 3 clusters Score -8445408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8445403.000000 Penalty: 3595.114990
	Iteration 78Q: 3 clusters Score -8445403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8445399.000000 Penalty: 3595.114990
	Iteration 79Q: 3 clusters Score -8445399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8445400.000000 Penalty: 3595.114990
	Iteration 80F: 3 clusters Score -8445400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8445398.000000 Penalty: 3595.114990
	Iteration 81Q: 3 clusters Score -8445398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8445392.000000 Penalty: 3595.114990
	Iteration 82Q: 3 clusters Score -8445392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8445391.000000 Penalty: 3595.114990
	Iteration 83Q: 3 clusters Score -8445391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8445396.000000 Penalty: 3595.114990
	Iteration 84Q: 3 clusters Score -8445396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8445396.000000 Penalty: 3595.114990
	Iteration 85F: 3 clusters Score -8445396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -154833.062500 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154833.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155181.875000 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155181.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155335.953125 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155424.828125 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155424.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155473.156250 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155473.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155515.609375 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155539.609375 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155539.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155557.187500 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155575.921875 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155575.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155590.828125 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155617.437500 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155617.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155645.640625 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155679.359375 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -155705.015625 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155726.031250 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155733.765625 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155736.640625 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155737.140625 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155737.484375 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -155737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155737.484375 Penalty: 2249.859131
	Iteration 19F: 3 clusters Score -155737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132689.093750 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132689.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132973.562500 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132973.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133052.593750 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133052.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133121.656250 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133121.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133185.359375 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133185.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133242.468750 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133242.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133320.937500 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133320.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133384.140625 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133384.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133451.609375 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133451.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133492.437500 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133511.796875 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133523.859375 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133533.875000 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133544.281250 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133557.406250 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133563.312500 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133574.812500 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133582.968750 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133583.328125 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133583.328125 Penalty: 2261.804688
	Iteration 19F: 3 clusters Score -133583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -615053.000000 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615053 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -616086.125000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -616086.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -616270.812500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616270.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -616416.750000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -616416.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -616509.750000 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616509.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -616577.187500 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616577.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -616631.625000 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616631.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -616687.875000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616687.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -616757.000000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616757 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -616843.750000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616843.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -616939.312500 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -616939.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -617055.125000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -617055.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -617197.500000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -617197.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -617311.250000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -617311.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -617390.937500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -617390.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -617433.937500 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -617433.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -617474.375000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -617474.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -617506.312500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -617506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -617524.625000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -617524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -617535.687500 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -617535.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -617546.750000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -617546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -617559.812500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -617559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -617567.250000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -617567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -617575.625000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -617582.187500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -617585.000000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -617586.812500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -617590.375000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -617592.312500 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -617592.312500 Penalty: 2739.927490
	Iteration 29F: 3 clusters Score -617592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94687.062500 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94687.06 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94892.046875 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94892.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94967.257812 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94967.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94988.421875 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94988.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94994.078125 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -94994.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94997.671875 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -94997.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94998.617188 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -94998.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95001.125000 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95001.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95006.687500 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95006.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95011.187500 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95011.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95014.007812 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95014.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95014.007812 Penalty: 2108.497314
	Iteration 11F: 3 clusters Score -95014.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 163 members 
Entering Unmasked Estep 
Score: -34871.066406 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34871.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35114.386719 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35114.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35230.921875 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35230.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35272.738281 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -35272.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35291.683594 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35291.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35314.257812 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35314.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35325.175781 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35325.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35330.367188 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35330.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35332.195312 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35332.195312 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -35332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -433258.343750 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -433258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -430274.781250 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -430274.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -431079.625000 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -431079.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -431260.968750 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -431261 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -431369.281250 Penalty: 2640.637695
	Iteration 3F: 3 clusters Score -431369.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -431436.750000 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -431436.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -431497.968750 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -431498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -431544.312500 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -431544.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -431586.343750 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -431586.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -431628.375000 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -431628.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -431662.031250 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -431662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -431683.406250 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -431683.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431692.562500 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -431692.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -431702.093750 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -431702.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431712.062500 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -431712.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -431721.125000 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -431721.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431733.687500 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -431733.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -431743.093750 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -431743.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -431751.000000 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -431751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -431756.312500 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -431756.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -431761.281250 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -431761.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431766.375000 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -431766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -431771.656250 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -431771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -431778.312500 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -431778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -431783.406250 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -431783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -431785.781250 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -431785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -431788.375000 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -431788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -431789.750000 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -431789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -431790.250000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -431790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -431792.156250 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -431792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -431793.000000 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -431793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -431795.250000 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -431795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -431798.906250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -431798.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -431804.312500 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -431804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -431809.593750 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -431809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -431814.906250 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -431814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -431819.281250 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -431819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -431825.250000 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -431825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -431829.093750 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -431829.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -431832.281250 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -431832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -431834.843750 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -431834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -431836.187500 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -431836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -431837.906250 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -431837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -431839.718750 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -431839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431840.718750 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -431840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -431841.312500 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -431841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -431841.843750 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -431841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431842.406250 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -431842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -431844.593750 Penalty: 2640.637695
	Iteration 47Q: 3 clusters Score -431844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -431845.593750 Penalty: 2640.637695
	Iteration 48Q: 3 clusters Score -431845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -431846.250000 Penalty: 2640.637695
	Iteration 49Q: 3 clusters Score -431846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -431849.125000 Penalty: 2640.637695
	Iteration 50Q: 3 clusters Score -431849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -431851.593750 Penalty: 2640.637695
	Iteration 51Q: 3 clusters Score -431851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -431852.656250 Penalty: 2640.637695
	Iteration 52Q: 3 clusters Score -431852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -431857.218750 Penalty: 2640.637695
	Iteration 53Q: 3 clusters Score -431857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -431863.218750 Penalty: 2640.637695
	Iteration 54Q: 3 clusters Score -431863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -431866.781250 Penalty: 2640.637695
	Iteration 55Q: 3 clusters Score -431866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -431869.031250 Penalty: 2640.637695
	Iteration 56Q: 3 clusters Score -431869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -431873.187500 Penalty: 2640.637695
	Iteration 57Q: 3 clusters Score -431873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431878.062500 Penalty: 2640.637695
	Iteration 58Q: 3 clusters Score -431878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431880.781250 Penalty: 2640.637695
	Iteration 59Q: 3 clusters Score -431880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -431885.281250 Penalty: 2640.637695
	Iteration 60F: 3 clusters Score -431885.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -431887.843750 Penalty: 2640.637695
	Iteration 61Q: 3 clusters Score -431887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -431887.875000 Penalty: 2640.637695
	Iteration 62Q: 3 clusters Score -431887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -431888.781250 Penalty: 2640.637695
	Iteration 63Q: 3 clusters Score -431888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -431888.781250 Penalty: 2640.637695
	Iteration 64Q: 3 clusters Score -431888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -431888.781250 Penalty: 2640.637695
	Iteration 65F: 3 clusters Score -431888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -195363.031250 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -195363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193453.015625 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -193453 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194013.281250 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -194013.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194187.250000 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -194187.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194312.046875 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -194312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194373.531250 Penalty: 2426.151855
	Iteration 4Q: 3 clusters Score -194373.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -194410.046875 Penalty: 2426.151855
	Iteration 5Q: 3 clusters Score -194410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194442.328125 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -194442.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -194468.093750 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -194468.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194488.078125 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -194488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -194496.468750 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -194496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194507.656250 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -194507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -194523.687500 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -194523.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194546.875000 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -194546.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194585.078125 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -194585.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194626.015625 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -194626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194672.250000 Penalty: 2426.151855
	Iteration 15Q: 3 clusters Score -194672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194704.812500 Penalty: 2426.151855
	Iteration 16Q: 3 clusters Score -194704.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194743.953125 Penalty: 2426.151855
	Iteration 17Q: 3 clusters Score -194744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194778.265625 Penalty: 2426.151855
	Iteration 18Q: 3 clusters Score -194778.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194816.328125 Penalty: 2426.151855
	Iteration 19Q: 3 clusters Score -194816.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194856.703125 Penalty: 2426.151855
	Iteration 20F: 3 clusters Score -194856.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194904.609375 Penalty: 2426.151855
	Iteration 21Q: 3 clusters Score -194904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194953.406250 Penalty: 2426.151855
	Iteration 22Q: 3 clusters Score -194953.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -195016.968750 Penalty: 2426.151855
	Iteration 23Q: 3 clusters Score -195017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -195082.375000 Penalty: 2426.151855
	Iteration 24Q: 3 clusters Score -195082.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -195120.921875 Penalty: 2426.151855
	Iteration 25Q: 3 clusters Score -195120.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -195155.593750 Penalty: 2426.151855
	Iteration 26Q: 3 clusters Score -195155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -195169.156250 Penalty: 2426.151855
	Iteration 27Q: 3 clusters Score -195169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -195177.546875 Penalty: 2426.151855
	Iteration 28Q: 3 clusters Score -195177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -195188.703125 Penalty: 2426.151855
	Iteration 29Q: 3 clusters Score -195188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -195192.921875 Penalty: 2426.151855
	Iteration 30Q: 3 clusters Score -195192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -195196.968750 Penalty: 2426.151855
	Iteration 31Q: 3 clusters Score -195197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -195201.671875 Penalty: 2426.151855
	Iteration 32Q: 3 clusters Score -195201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -195207.640625 Penalty: 2426.151855
	Iteration 33Q: 3 clusters Score -195207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -195208.296875 Penalty: 2426.151855
	Iteration 34Q: 3 clusters Score -195208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -195208.296875 Penalty: 2426.151855
	Iteration 35F: 3 clusters Score -195208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -452975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -449944.875000 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -449944.9 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -450718.000000 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -450718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -450919.718750 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -450919.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -451065.718750 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -451065.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -451284.375000 Penalty: 2649.089600
	Iteration 4F: 3 clusters Score -451284.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -451509.125000 Penalty: 2649.089600
	Iteration 5F: 3 clusters Score -451509.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -451801.968750 Penalty: 2649.089600
	Iteration 6F: 3 clusters Score -451802 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -452058.406250 Penalty: 2649.089600
	Iteration 7F: 3 clusters Score -452058.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452275.875000 Penalty: 2649.089600
	Iteration 8F: 3 clusters Score -452275.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -452405.031250 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -452405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -452472.250000 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -452472.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -452522.750000 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -452522.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -452551.281250 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -452551.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -452565.031250 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -452565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -452577.312500 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -452577.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -452586.906250 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -452586.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -452595.656250 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -452595.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -452605.843750 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -452605.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -452616.906250 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -452616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -452625.468750 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -452625.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -452628.750000 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -452628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -452631.656250 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -452631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -452635.093750 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -452635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -452636.656250 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -452636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -452636.625000 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -452636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -452636.625000 Penalty: 2649.089600
	Iteration 25F: 3 clusters Score -452636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -483500.968750 Penalty: 1338.375244
	Iteration 0F: 2 clusters Score -483501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -480332.468750 Penalty: 2676.750488
	Iteration 0F: 3 clusters Score -480332.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -481267.781250 Penalty: 2676.750488
	Iteration 1F: 3 clusters Score -481267.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -481498.968750 Penalty: 2676.750488
	Iteration 2F: 3 clusters Score -481499 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -481642.562500 Penalty: 2676.750488
	Iteration 3F: 3 clusters Score -481642.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -481726.093750 Penalty: 2676.750488
	Iteration 4Q: 3 clusters Score -481726.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -481812.500000 Penalty: 2676.750488
	Iteration 5Q: 3 clusters Score -481812.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -481878.000000 Penalty: 2676.750488
	Iteration 6Q: 3 clusters Score -481878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -481944.687500 Penalty: 2676.750488
	Iteration 7Q: 3 clusters Score -481944.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -482017.750000 Penalty: 2676.750488
	Iteration 8Q: 3 clusters Score -482017.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -482102.875000 Penalty: 2676.750488
	Iteration 9Q: 3 clusters Score -482102.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -482234.906250 Penalty: 2676.750488
	Iteration 10Q: 3 clusters Score -482234.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -482384.906250 Penalty: 2676.750488
	Iteration 11Q: 3 clusters Score -482384.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -482512.968750 Penalty: 2676.750488
	Iteration 12Q: 3 clusters Score -482513 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -482602.468750 Penalty: 2676.750488
	Iteration 13Q: 3 clusters Score -482602.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -482679.500000 Penalty: 2676.750488
	Iteration 14Q: 3 clusters Score -482679.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -482747.468750 Penalty: 2676.750488
	Iteration 15Q: 3 clusters Score -482747.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -482797.968750 Penalty: 2676.750488
	Iteration 16Q: 3 clusters Score -482798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482825.593750 Penalty: 2676.750488
	Iteration 17Q: 3 clusters Score -482825.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -482846.593750 Penalty: 2676.750488
	Iteration 18Q: 3 clusters Score -482846.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -482858.375000 Penalty: 2676.750488
	Iteration 19Q: 3 clusters Score -482858.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -482867.718750 Penalty: 2676.750488
	Iteration 20F: 3 clusters Score -482867.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -482873.156250 Penalty: 2676.750488
	Iteration 21Q: 3 clusters Score -482873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -482878.781250 Penalty: 2676.750488
	Iteration 22Q: 3 clusters Score -482878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -482882.625000 Penalty: 2676.750488
	Iteration 23Q: 3 clusters Score -482882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -482888.343750 Penalty: 2676.750488
	Iteration 24Q: 3 clusters Score -482888.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -482894.187500 Penalty: 2676.750488
	Iteration 25Q: 3 clusters Score -482894.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -482896.062500 Penalty: 2676.750488
	Iteration 26Q: 3 clusters Score -482896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -482897.156250 Penalty: 2676.750488
	Iteration 27Q: 3 clusters Score -482897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -482899.687500 Penalty: 2676.750488
	Iteration 28Q: 3 clusters Score -482899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -482903.156250 Penalty: 2676.750488
	Iteration 29Q: 3 clusters Score -482903.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -482910.875000 Penalty: 2676.750488
	Iteration 30Q: 3 clusters Score -482910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -482915.750000 Penalty: 2676.750488
	Iteration 31Q: 3 clusters Score -482915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -482921.875000 Penalty: 2676.750488
	Iteration 32Q: 3 clusters Score -482921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -482924.156250 Penalty: 2676.750488
	Iteration 33Q: 3 clusters Score -482924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -482930.125000 Penalty: 2676.750488
	Iteration 34Q: 3 clusters Score -482930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -482938.750000 Penalty: 2676.750488
	Iteration 35Q: 3 clusters Score -482938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -482947.468750 Penalty: 2676.750488
	Iteration 36Q: 3 clusters Score -482947.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -482954.218750 Penalty: 2676.750488
	Iteration 37Q: 3 clusters Score -482954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -482958.031250 Penalty: 2676.750488
	Iteration 38Q: 3 clusters Score -482958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -482963.937500 Penalty: 2676.750488
	Iteration 39Q: 3 clusters Score -482963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -482969.687500 Penalty: 2676.750488
	Iteration 40F: 3 clusters Score -482969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -482972.312500 Penalty: 2676.750488
	Iteration 41Q: 3 clusters Score -482972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -482975.375000 Penalty: 2676.750488
	Iteration 42Q: 3 clusters Score -482975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -482978.093750 Penalty: 2676.750488
	Iteration 43Q: 3 clusters Score -482978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -482980.031250 Penalty: 2676.750488
	Iteration 44Q: 3 clusters Score -482980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -482980.531250 Penalty: 2676.750488
	Iteration 45Q: 3 clusters Score -482980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -482982.437500 Penalty: 2676.750488
	Iteration 46Q: 3 clusters Score -482982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -482986.562500 Penalty: 2676.750488
	Iteration 47Q: 3 clusters Score -482986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -482991.343750 Penalty: 2676.750488
	Iteration 48Q: 3 clusters Score -482991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -482997.218750 Penalty: 2676.750488
	Iteration 49Q: 3 clusters Score -482997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -482999.406250 Penalty: 2676.750488
	Iteration 50Q: 3 clusters Score -482999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -483001.125000 Penalty: 2676.750488
	Iteration 51Q: 3 clusters Score -483001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -483001.656250 Penalty: 2676.750488
	Iteration 52Q: 3 clusters Score -483001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -483003.062500 Penalty: 2676.750488
	Iteration 53Q: 3 clusters Score -483003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -483003.718750 Penalty: 2676.750488
	Iteration 54Q: 3 clusters Score -483003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -483004.562500 Penalty: 2676.750488
	Iteration 55Q: 3 clusters Score -483004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -483004.562500 Penalty: 2676.750488
	Iteration 56F: 3 clusters Score -483004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 185 members 
Entering Unmasked Estep 
Score: -42685.796875 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42685.8 nChanged 96
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: -42835.839844 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -42835.84 nChanged 19
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: -42905.500000 Penalty: 1946.412354
	Iteration 2Q: 3 clusters Score -42905.5 nChanged 17
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: -42961.460938 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -42961.46 nChanged 11
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: -43021.375000 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43021.38 nChanged 6
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: -43038.550781 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43038.55 nChanged 4
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: -43053.410156 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43053.41 nChanged 4
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: -43066.585938 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -43066.59 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: -43068.441406 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -43068.44 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: -43068.835938 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -43068.84 nChanged 1
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: -43074.156250 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -43074.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43082.289062 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -43082.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43097.121094 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -43097.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43113.578125 Penalty: 1946.412354
	Iteration 13Q: 3 clusters Score -43113.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43120.324219 Penalty: 1946.412354
	Iteration 14Q: 3 clusters Score -43120.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43120.875000 Penalty: 1946.412354
	Iteration 15Q: 3 clusters Score -43120.88 nChanged 1
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: -43121.378906 Penalty: 1946.412354
	Iteration 16Q: 3 clusters Score -43121.38 nChanged 0
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: -43121.378906 Penalty: 1946.412354
	Iteration 17F: 3 clusters Score -43121.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -603892.562500 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -603892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -600067.250000 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -600067.2 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -601092.937500 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -601092.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -601276.312500 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -601276.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -601412.000000 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -601412 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -601519.187500 Penalty: 2750.046143
	Iteration 4Q: 3 clusters Score -601519.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -601599.937500 Penalty: 2750.046143
	Iteration 5Q: 3 clusters Score -601599.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -601656.375000 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -601656.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -601697.562500 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -601697.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -601740.562500 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -601740.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -601782.812500 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -601782.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -601833.875000 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -601833.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -601888.687500 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -601888.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -601952.250000 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -601952.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -602023.000000 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -602023 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -602083.125000 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -602083.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -602142.312500 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -602142.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -602210.187500 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -602210.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -602262.687500 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -602262.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -602345.437500 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -602345.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -602431.312500 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -602431.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -602484.375000 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -602484.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -602524.812500 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -602524.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -602550.000000 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -602550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -602572.312500 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -602572.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -602588.937500 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -602588.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -602601.625000 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -602601.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -602610.875000 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -602610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -602623.000000 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -602623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -602629.312500 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -602629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -602633.312500 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -602633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -602636.562500 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -602636.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -602640.812500 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -602640.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -602644.812500 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -602644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -602648.812500 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -602648.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -602653.875000 Penalty: 2750.046143
	Iteration 34Q: 3 clusters Score -602653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -602656.062500 Penalty: 2750.046143
	Iteration 35Q: 3 clusters Score -602656.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -602658.062500 Penalty: 2750.046143
	Iteration 36Q: 3 clusters Score -602658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -602660.312500 Penalty: 2750.046143
	Iteration 37Q: 3 clusters Score -602660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -602662.187500 Penalty: 2750.046143
	Iteration 38Q: 3 clusters Score -602662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -602664.562500 Penalty: 2750.046143
	Iteration 39Q: 3 clusters Score -602664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -602667.625000 Penalty: 2750.046143
	Iteration 40F: 3 clusters Score -602667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -602667.937500 Penalty: 2750.046143
	Iteration 41Q: 3 clusters Score -602667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -602670.687500 Penalty: 2750.046143
	Iteration 42Q: 3 clusters Score -602670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -602672.062500 Penalty: 2750.046143
	Iteration 43Q: 3 clusters Score -602672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -602676.625000 Penalty: 2750.046143
	Iteration 44Q: 3 clusters Score -602676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -602679.500000 Penalty: 2750.046143
	Iteration 45Q: 3 clusters Score -602679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -602680.875000 Penalty: 2750.046143
	Iteration 46Q: 3 clusters Score -602680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -602681.812500 Penalty: 2750.046143
	Iteration 47Q: 3 clusters Score -602681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -602684.000000 Penalty: 2750.046143
	Iteration 48Q: 3 clusters Score -602684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -602690.437500 Penalty: 2750.046143
	Iteration 49Q: 3 clusters Score -602690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -602694.937500 Penalty: 2750.046143
	Iteration 50Q: 3 clusters Score -602694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -602698.125000 Penalty: 2750.046143
	Iteration 51Q: 3 clusters Score -602698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -602699.937500 Penalty: 2750.046143
	Iteration 52Q: 3 clusters Score -602699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -602702.437500 Penalty: 2750.046143
	Iteration 53Q: 3 clusters Score -602702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -602703.625000 Penalty: 2750.046143
	Iteration 54Q: 3 clusters Score -602703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -602704.187500 Penalty: 2750.046143
	Iteration 55Q: 3 clusters Score -602704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -602707.687500 Penalty: 2750.046143
	Iteration 56Q: 3 clusters Score -602707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -602707.250000 Penalty: 2750.046143
	Iteration 57Q: 3 clusters Score -602707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -602706.812500 Penalty: 2750.046143
	Iteration 58Q: 3 clusters Score -602706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -602707.312500 Penalty: 2750.046143
	Iteration 59Q: 3 clusters Score -602707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -602707.562500 Penalty: 2750.046143
	Iteration 60F: 3 clusters Score -602707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -130793.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -130793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129331.414062 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -129331.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129604.367188 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -129604.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129698.437500 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -129698.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129744.289062 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -129744.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129765.218750 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -129765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129784.312500 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -129784.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129800.867188 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -129800.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129809.609375 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -129809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129819.312500 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -129819.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129831.304688 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -129831.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129839.437500 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -129839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129847.312500 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -129847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129854.609375 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -129854.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129858.351562 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -129858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -129864.445312 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -129864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129870.507812 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -129870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129876.359375 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -129876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129881.960938 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -129882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129893.093750 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -129893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129905.218750 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -129905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -129911.101562 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -129911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129914.468750 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -129914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129919.765625 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -129919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129928.031250 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -129928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129943.062500 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -129943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129962.468750 Penalty: 2249.859131
	Iteration 25Q: 3 clusters Score -129962.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129988.335938 Penalty: 2249.859131
	Iteration 26Q: 3 clusters Score -129988.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130014.632812 Penalty: 2249.859131
	Iteration 27Q: 3 clusters Score -130014.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130032.218750 Penalty: 2249.859131
	Iteration 28Q: 3 clusters Score -130032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130043.906250 Penalty: 2249.859131
	Iteration 29Q: 3 clusters Score -130043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130052.195312 Penalty: 2249.859131
	Iteration 30Q: 3 clusters Score -130052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -130072.960938 Penalty: 2249.859131
	Iteration 31Q: 3 clusters Score -130073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130105.406250 Penalty: 2249.859131
	Iteration 32Q: 3 clusters Score -130105.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130139.312500 Penalty: 2249.859131
	Iteration 33Q: 3 clusters Score -130139.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130166.968750 Penalty: 2249.859131
	Iteration 34Q: 3 clusters Score -130167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130222.984375 Penalty: 2249.859131
	Iteration 35Q: 3 clusters Score -130223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130317.882812 Penalty: 2249.859131
	Iteration 36Q: 3 clusters Score -130317.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130437.945312 Penalty: 2249.859131
	Iteration 37Q: 3 clusters Score -130437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -130618.453125 Penalty: 2249.859131
	Iteration 38Q: 3 clusters Score -130618.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -130677.390625 Penalty: 2249.859131
	Iteration 39Q: 3 clusters Score -130677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130684.351562 Penalty: 2249.859131
	Iteration 40F: 3 clusters Score -130684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130687.718750 Penalty: 2249.859131
	Iteration 41Q: 3 clusters Score -130687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130689.296875 Penalty: 2249.859131
	Iteration 42Q: 3 clusters Score -130689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130690.765625 Penalty: 2249.859131
	Iteration 43Q: 3 clusters Score -130690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130690.765625 Penalty: 2249.859131
	Iteration 44F: 3 clusters Score -130690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152235.093750 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152235.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152503.078125 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152503.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152585.640625 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152585.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152623.468750 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -152623.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152664.437500 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152664.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152704.140625 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152704.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152729.515625 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152729.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152749.890625 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -152763.765625 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152774.859375 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152785.046875 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152802.953125 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152814.500000 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152814.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152828.062500 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152845.000000 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -152845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152863.484375 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -152863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -152874.921875 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -152874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -152886.578125 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -152886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -152893.906250 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -152893.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152904.203125 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -152904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152914.156250 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -152914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152922.031250 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -152922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152926.718750 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -152926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152931.328125 Penalty: 2296.046875
	Iteration 23Q: 3 clusters Score -152931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152932.671875 Penalty: 2296.046875
	Iteration 24Q: 3 clusters Score -152932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152937.718750 Penalty: 2296.046875
	Iteration 25Q: 3 clusters Score -152937.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152943.937500 Penalty: 2296.046875
	Iteration 26Q: 3 clusters Score -152943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152948.671875 Penalty: 2296.046875
	Iteration 27Q: 3 clusters Score -152948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -152950.953125 Penalty: 2296.046875
	Iteration 28Q: 3 clusters Score -152951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152953.203125 Penalty: 2296.046875
	Iteration 29Q: 3 clusters Score -152953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -152953.625000 Penalty: 2296.046875
	Iteration 30Q: 3 clusters Score -152953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152954.109375 Penalty: 2296.046875
	Iteration 31Q: 3 clusters Score -152954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152954.906250 Penalty: 2296.046875
	Iteration 32Q: 3 clusters Score -152954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152955.406250 Penalty: 2296.046875
	Iteration 33Q: 3 clusters Score -152955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152955.406250 Penalty: 2296.046875
	Iteration 34F: 3 clusters Score -152955.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -1007245.375000 Penalty: 1452.937256
	Iteration 0F: 2 clusters Score -1007245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1001578.437500 Penalty: 2905.874512
	Iteration 0F: 3 clusters Score -1001578 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1003414.375000 Penalty: 2905.874512
	Iteration 1F: 3 clusters Score -1003414 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1003665.375000 Penalty: 2905.874512
	Iteration 2F: 3 clusters Score -1003665 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1003892.250000 Penalty: 2905.874512
	Iteration 3F: 3 clusters Score -1003892 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1004102.750000 Penalty: 2905.874512
	Iteration 4F: 3 clusters Score -1004103 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1004307.562500 Penalty: 2905.874512
	Iteration 5Q: 3 clusters Score -1004308 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1004494.750000 Penalty: 2905.874512
	Iteration 6Q: 3 clusters Score -1004495 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1004652.562500 Penalty: 2905.874512
	Iteration 7Q: 3 clusters Score -1004653 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1004799.562500 Penalty: 2905.874512
	Iteration 8Q: 3 clusters Score -1004800 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1004945.125000 Penalty: 2905.874512
	Iteration 9Q: 3 clusters Score -1004945 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1005087.187500 Penalty: 2905.874512
	Iteration 10Q: 3 clusters Score -1005087 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1005225.562500 Penalty: 2905.874512
	Iteration 11Q: 3 clusters Score -1005226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1005352.312500 Penalty: 2905.874512
	Iteration 12Q: 3 clusters Score -1005352 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1005470.875000 Penalty: 2905.874512
	Iteration 13Q: 3 clusters Score -1005471 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1005574.125000 Penalty: 2905.874512
	Iteration 14Q: 3 clusters Score -1005574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1005668.437500 Penalty: 2905.874512
	Iteration 15Q: 3 clusters Score -1005668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1005727.625000 Penalty: 2905.874512
	Iteration 16Q: 3 clusters Score -1005728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1005775.875000 Penalty: 2905.874512
	Iteration 17Q: 3 clusters Score -1005776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1005833.000000 Penalty: 2905.874512
	Iteration 18Q: 3 clusters Score -1005833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1005877.250000 Penalty: 2905.874512
	Iteration 19Q: 3 clusters Score -1005877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1005909.750000 Penalty: 2905.874512
	Iteration 20F: 3 clusters Score -1005910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1005928.375000 Penalty: 2905.874512
	Iteration 21Q: 3 clusters Score -1005928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1005943.125000 Penalty: 2905.874512
	Iteration 22Q: 3 clusters Score -1005943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1005958.937500 Penalty: 2905.874512
	Iteration 23Q: 3 clusters Score -1005959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1005970.187500 Penalty: 2905.874512
	Iteration 24Q: 3 clusters Score -1005970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1005979.875000 Penalty: 2905.874512
	Iteration 25Q: 3 clusters Score -1005980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1005986.750000 Penalty: 2905.874512
	Iteration 26Q: 3 clusters Score -1005987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1005991.750000 Penalty: 2905.874512
	Iteration 27Q: 3 clusters Score -1005992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1005994.500000 Penalty: 2905.874512
	Iteration 28Q: 3 clusters Score -1005994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1005995.687500 Penalty: 2905.874512
	Iteration 29Q: 3 clusters Score -1005996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1005997.562500 Penalty: 2905.874512
	Iteration 30Q: 3 clusters Score -1005998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1005997.125000 Penalty: 2905.874512
	Iteration 31Q: 3 clusters Score -1005997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1005997.125000 Penalty: 2905.874512
	Iteration 32F: 3 clusters Score -1005997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Entering Unmasked Estep 
Score: -10177091.000000 Penalty: 1823.261353
	Iteration 0F: 2 clusters Score -1.017709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -10129261.000000 Penalty: 3646.522705
	Iteration 0F: 3 clusters Score -1.012926e+07 nChanged 35377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -10149892.000000 Penalty: 3646.522705
	Iteration 1F: 3 clusters Score -1.014989e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -10150722.000000 Penalty: 3646.522705
	Iteration 2Q: 3 clusters Score -1.015072e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -10151668.000000 Penalty: 3646.522705
	Iteration 3Q: 3 clusters Score -1.015167e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -10152989.000000 Penalty: 3646.522705
	Iteration 4Q: 3 clusters Score -1.015299e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -10155038.000000 Penalty: 3646.522705
	Iteration 5F: 3 clusters Score -1.015504e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -10158084.000000 Penalty: 3646.522705
	Iteration 6F: 3 clusters Score -1.015808e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -10161828.000000 Penalty: 3646.522705
	Iteration 7F: 3 clusters Score -1.016183e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -10165205.000000 Penalty: 3646.522705
	Iteration 8F: 3 clusters Score -1.01652e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -10167359.000000 Penalty: 3646.522705
	Iteration 9Q: 3 clusters Score -1.016736e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -10168603.000000 Penalty: 3646.522705
	Iteration 10Q: 3 clusters Score -1.01686e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -10169441.000000 Penalty: 3646.522705
	Iteration 11Q: 3 clusters Score -1.016944e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -10170264.000000 Penalty: 3646.522705
	Iteration 12Q: 3 clusters Score -1.017026e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -10171122.000000 Penalty: 3646.522705
	Iteration 13Q: 3 clusters Score -1.017112e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -10171821.000000 Penalty: 3646.522705
	Iteration 14Q: 3 clusters Score -1.017182e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -10172536.000000 Penalty: 3646.522705
	Iteration 15Q: 3 clusters Score -1.017254e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -10173108.000000 Penalty: 3646.522705
	Iteration 16Q: 3 clusters Score -1.017311e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -10173708.000000 Penalty: 3646.522705
	Iteration 17Q: 3 clusters Score -1.017371e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10174152.000000 Penalty: 3646.522705
	Iteration 18Q: 3 clusters Score -1.017415e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10174523.000000 Penalty: 3646.522705
	Iteration 19Q: 3 clusters Score -1.017452e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10174828.000000 Penalty: 3646.522705
	Iteration 20F: 3 clusters Score -1.017483e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10175070.000000 Penalty: 3646.522705
	Iteration 21Q: 3 clusters Score -1.017507e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10175287.000000 Penalty: 3646.522705
	Iteration 22Q: 3 clusters Score -1.017529e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10175410.000000 Penalty: 3646.522705
	Iteration 23Q: 3 clusters Score -1.017541e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10175537.000000 Penalty: 3646.522705
	Iteration 24Q: 3 clusters Score -1.017554e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10175626.000000 Penalty: 3646.522705
	Iteration 25Q: 3 clusters Score -1.017563e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10175693.000000 Penalty: 3646.522705
	Iteration 26Q: 3 clusters Score -1.017569e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10175742.000000 Penalty: 3646.522705
	Iteration 27Q: 3 clusters Score -1.017574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10175749.000000 Penalty: 3646.522705
	Iteration 28Q: 3 clusters Score -1.017575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10175765.000000 Penalty: 3646.522705
	Iteration 29Q: 3 clusters Score -1.017576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10175801.000000 Penalty: 3646.522705
	Iteration 30Q: 3 clusters Score -1.01758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10175827.000000 Penalty: 3646.522705
	Iteration 31Q: 3 clusters Score -1.017583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10175851.000000 Penalty: 3646.522705
	Iteration 32Q: 3 clusters Score -1.017585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10175869.000000 Penalty: 3646.522705
	Iteration 33Q: 3 clusters Score -1.017587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10175874.000000 Penalty: 3646.522705
	Iteration 34Q: 3 clusters Score -1.017587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10175881.000000 Penalty: 3646.522705
	Iteration 35Q: 3 clusters Score -1.017588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10175890.000000 Penalty: 3646.522705
	Iteration 36Q: 3 clusters Score -1.017589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10175897.000000 Penalty: 3646.522705
	Iteration 37Q: 3 clusters Score -1.01759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10175901.000000 Penalty: 3646.522705
	Iteration 38Q: 3 clusters Score -1.01759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10175905.000000 Penalty: 3646.522705
	Iteration 39Q: 3 clusters Score -1.01759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10175898.000000 Penalty: 3646.522705
	Iteration 40F: 3 clusters Score -1.01759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10175905.000000 Penalty: 3646.522705
	Iteration 41Q: 3 clusters Score -1.01759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10175905.000000 Penalty: 3646.522705
	Iteration 42Q: 3 clusters Score -1.01759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10175909.000000 Penalty: 3646.522705
	Iteration 43Q: 3 clusters Score -1.017591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10175914.000000 Penalty: 3646.522705
	Iteration 44Q: 3 clusters Score -1.017591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10175913.000000 Penalty: 3646.522705
	Iteration 45Q: 3 clusters Score -1.017591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10175909.000000 Penalty: 3646.522705
	Iteration 46Q: 3 clusters Score -1.017591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10175911.000000 Penalty: 3646.522705
	Iteration 47Q: 3 clusters Score -1.017591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10175913.000000 Penalty: 3646.522705
	Iteration 48Q: 3 clusters Score -1.017591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10175912.000000 Penalty: 3646.522705
	Iteration 49Q: 3 clusters Score -1.017591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10175914.000000 Penalty: 3646.522705
	Iteration 50Q: 3 clusters Score -1.017591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10175920.000000 Penalty: 3646.522705
	Iteration 51Q: 3 clusters Score -1.017592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10175922.000000 Penalty: 3646.522705
	Iteration 52Q: 3 clusters Score -1.017592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10175922.000000 Penalty: 3646.522705
	Iteration 53F: 3 clusters Score -1.017592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 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 335 members 
Entering Unmasked Estep 
Score: -81589.585938 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81589.59 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81769.765625 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81769.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81845.101562 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81845.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81891.820312 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -81891.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81921.117188 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -81921.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81936.031250 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -81936.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81946.554688 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -81946.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81950.976562 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -81950.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81956.242188 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -81956.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81968.421875 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -81968.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81985.195312 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -81985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81988.484375 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -81988.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81990.687500 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -81990.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81995.687500 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -81995.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82001.742188 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82001.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82004.570312 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82004.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82009.960938 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82009.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82015.289062 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -82015.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82015.664062 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -82015.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82015.664062 Penalty: 2110.961182
	Iteration 19F: 3 clusters Score -82015.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Entering Unmasked Estep 
Score: -4432552.500000 Penalty: 1696.539551
	Iteration 0F: 2 clusters Score -4432552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4409594.500000 Penalty: 3393.079102
	Iteration 0F: 3 clusters Score -4409594 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -4418769.500000 Penalty: 3393.079102
	Iteration 1F: 3 clusters Score -4418770 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4419978.500000 Penalty: 3393.079102
	Iteration 2F: 3 clusters Score -4419978 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4421714.000000 Penalty: 3393.079102
	Iteration 3F: 3 clusters Score -4421714 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4423962.500000 Penalty: 3393.079102
	Iteration 4F: 3 clusters Score -4423962 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4426241.000000 Penalty: 3393.079102
	Iteration 5F: 3 clusters Score -4426241 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4427975.000000 Penalty: 3393.079102
	Iteration 6F: 3 clusters Score -4427975 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4429204.500000 Penalty: 3393.079102
	Iteration 7Q: 3 clusters Score -4429204 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4430019.500000 Penalty: 3393.079102
	Iteration 8Q: 3 clusters Score -4430020 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4430570.500000 Penalty: 3393.079102
	Iteration 9Q: 3 clusters Score -4430570 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4430978.000000 Penalty: 3393.079102
	Iteration 10Q: 3 clusters Score -4430978 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4431241.500000 Penalty: 3393.079102
	Iteration 11Q: 3 clusters Score -4431242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4431394.000000 Penalty: 3393.079102
	Iteration 12Q: 3 clusters Score -4431394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4431516.500000 Penalty: 3393.079102
	Iteration 13Q: 3 clusters Score -4431516 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4431608.000000 Penalty: 3393.079102
	Iteration 14Q: 3 clusters Score -4431608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4431693.500000 Penalty: 3393.079102
	Iteration 15Q: 3 clusters Score -4431694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4431775.500000 Penalty: 3393.079102
	Iteration 16Q: 3 clusters Score -4431776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4431852.000000 Penalty: 3393.079102
	Iteration 17Q: 3 clusters Score -4431852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4431893.000000 Penalty: 3393.079102
	Iteration 18Q: 3 clusters Score -4431893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4431933.500000 Penalty: 3393.079102
	Iteration 19Q: 3 clusters Score -4431934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4431966.500000 Penalty: 3393.079102
	Iteration 20F: 3 clusters Score -4431966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4432011.000000 Penalty: 3393.079102
	Iteration 21Q: 3 clusters Score -4432011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4432046.500000 Penalty: 3393.079102
	Iteration 22Q: 3 clusters Score -4432046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4432064.500000 Penalty: 3393.079102
	Iteration 23Q: 3 clusters Score -4432064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4432083.000000 Penalty: 3393.079102
	Iteration 24Q: 3 clusters Score -4432083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4432105.000000 Penalty: 3393.079102
	Iteration 25Q: 3 clusters Score -4432105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4432116.000000 Penalty: 3393.079102
	Iteration 26Q: 3 clusters Score -4432116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4432125.500000 Penalty: 3393.079102
	Iteration 27Q: 3 clusters Score -4432126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4432131.500000 Penalty: 3393.079102
	Iteration 28Q: 3 clusters Score -4432132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4432132.500000 Penalty: 3393.079102
	Iteration 29Q: 3 clusters Score -4432132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4432132.000000 Penalty: 3393.079102
	Iteration 30Q: 3 clusters Score -4432132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4432132.000000 Penalty: 3393.079102
	Iteration 31Q: 3 clusters Score -4432132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4432133.500000 Penalty: 3393.079102
	Iteration 32Q: 3 clusters Score -4432134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4432136.000000 Penalty: 3393.079102
	Iteration 33Q: 3 clusters Score -4432136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4432136.500000 Penalty: 3393.079102
	Iteration 34Q: 3 clusters Score -4432136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4432136.500000 Penalty: 3393.079102
	Iteration 35F: 3 clusters Score -4432136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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 251 members 
Entering Unmasked Estep 
Score: -58550.804688 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58550.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58743.828125 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58743.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58802.230469 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58802.23 nChanged 21
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: -58830.023438 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58830.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58863.875000 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58863.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58874.781250 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58874.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58884.277344 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58884.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58888.878906 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58888.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58891.628906 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58891.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58891.628906 Penalty: 2009.177612
	Iteration 9F: 3 clusters Score -58891.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3455759.750000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455760 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3462213.750000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462214 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3462583.500000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462584 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3463018.750000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3463019 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3463614.250000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3463614 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3464495.750000 Penalty: 3303.776855
	Iteration 5F: 3 clusters Score -3464496 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3465710.750000 Penalty: 3303.776855
	Iteration 6F: 3 clusters Score -3465711 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3467218.000000 Penalty: 3303.776855
	Iteration 7F: 3 clusters Score -3467218 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3468808.500000 Penalty: 3303.776855
	Iteration 8F: 3 clusters Score -3468808 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3470178.250000 Penalty: 3303.776855
	Iteration 9F: 3 clusters Score -3470178 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3471162.000000 Penalty: 3303.776855
	Iteration 10Q: 3 clusters Score -3471162 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3471697.750000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3471698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3471956.500000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3471956 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3472126.500000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3472126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3472253.750000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3472254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3472378.250000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3472378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3472437.500000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3472459.000000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3472468.000000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3472474.500000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3472477.000000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3472482.000000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3472490.750000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3472493.500000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3472494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3472496.250000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3472496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3472496.750000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3472497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3472497.000000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3472497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3472496.500000 Penalty: 3303.776855
	Iteration 27Q: 3 clusters Score -3472496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3472497.000000 Penalty: 3303.776855
	Iteration 28Q: 3 clusters Score -3472497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3472497.750000 Penalty: 3303.776855
	Iteration 29Q: 3 clusters Score -3472498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3472497.750000 Penalty: 3303.776855
	Iteration 30F: 3 clusters Score -3472498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159913.609375 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159913.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160192.000000 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160263.015625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160297.593750 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160297.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160310.609375 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160317.000000 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160320.359375 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160323.078125 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160324.953125 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160325.593750 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160326.312500 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160326.312500 Penalty: 2244.369873
	Iteration 11F: 3 clusters Score -160326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32123.671875 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32123.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32188.552734 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32188.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32210.404297 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32217.291016 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32217.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32217.291016 Penalty: 1802.182617
	Iteration 4F: 3 clusters Score -32217.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -648305.312500 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -648305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -644313.937500 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -644313.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -645450.625000 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -645450.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -645693.375000 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -645693.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -645907.687500 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -645907.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -646144.312500 Penalty: 2763.176025
	Iteration 4F: 3 clusters Score -646144.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -646393.500000 Penalty: 2763.176025
	Iteration 5F: 3 clusters Score -646393.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -646580.437500 Penalty: 2763.176025
	Iteration 6Q: 3 clusters Score -646580.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -646751.062500 Penalty: 2763.176025
	Iteration 7F: 3 clusters Score -646751.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -646894.250000 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -646894.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -647002.687500 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -647002.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -647082.812500 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -647082.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -647173.687500 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -647173.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -647260.375000 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -647260.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -647349.187500 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -647349.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -647464.687500 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -647464.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -647574.125000 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -647574.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -647669.687500 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -647669.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -647726.062500 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -647726.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -647780.500000 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -647780.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -647819.250000 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -647819.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -647845.625000 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -647845.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -647862.937500 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -647862.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -647882.500000 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -647882.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -647899.437500 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -647899.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -647914.812500 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -647914.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -647928.062500 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -647928.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -647939.500000 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -647939.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -647947.437500 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -647947.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -647951.250000 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -647951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -647953.562500 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -647953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -647957.000000 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -647957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -647956.812500 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -647956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -647958.875000 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -647958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -647959.937500 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -647959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -647960.937500 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -647960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -647960.062500 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -647960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -647960.062500 Penalty: 2763.176025
	Iteration 36F: 3 clusters Score -647960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 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 165 members 
Entering Unmasked Estep 
Score: -34693.246094 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34693.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34960.128906 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34960.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35038.007812 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -35038.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35081.753906 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -35081.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35086.921875 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -35086.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35093.621094 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35093.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35098.503906 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35098.503906 Penalty: 1864.385986
	Iteration 7F: 3 clusters Score -35098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15500.075195 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15500.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15668.586914 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15668.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15692.284180 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -15692.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15706.087891 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15706.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15711.569336 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15711.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15715.349609 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15715.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15715.349609 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -15715.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -1022015.250000 Penalty: 1461.996216
	Iteration 0F: 2 clusters Score -1022015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1016055.125000 Penalty: 2923.992432
	Iteration 0F: 3 clusters Score -1016055 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1017995.750000 Penalty: 2923.992432
	Iteration 1F: 3 clusters Score -1017996 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1018355.062500 Penalty: 2923.992432
	Iteration 2F: 3 clusters Score -1018355 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1018724.937500 Penalty: 2923.992432
	Iteration 3F: 3 clusters Score -1018725 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1019081.437500 Penalty: 2923.992432
	Iteration 4F: 3 clusters Score -1019081 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1019445.187500 Penalty: 2923.992432
	Iteration 5F: 3 clusters Score -1019445 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1019816.187500 Penalty: 2923.992432
	Iteration 6F: 3 clusters Score -1019816 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1020178.312500 Penalty: 2923.992432
	Iteration 7F: 3 clusters Score -1020178 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1020471.125000 Penalty: 2923.992432
	Iteration 8Q: 3 clusters Score -1020471 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1020746.250000 Penalty: 2923.992432
	Iteration 9Q: 3 clusters Score -1020746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1020909.375000 Penalty: 2923.992432
	Iteration 10Q: 3 clusters Score -1020909 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1020994.187500 Penalty: 2923.992432
	Iteration 11Q: 3 clusters Score -1020994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1021049.562500 Penalty: 2923.992432
	Iteration 12Q: 3 clusters Score -1021050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1021085.437500 Penalty: 2923.992432
	Iteration 13Q: 3 clusters Score -1021085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1021116.500000 Penalty: 2923.992432
	Iteration 14Q: 3 clusters Score -1021116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1021141.125000 Penalty: 2923.992432
	Iteration 15Q: 3 clusters Score -1021141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1021163.875000 Penalty: 2923.992432
	Iteration 16Q: 3 clusters Score -1021164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1021176.437500 Penalty: 2923.992432
	Iteration 17Q: 3 clusters Score -1021176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1021191.250000 Penalty: 2923.992432
	Iteration 18Q: 3 clusters Score -1021191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1021199.000000 Penalty: 2923.992432
	Iteration 19Q: 3 clusters Score -1021199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1021208.500000 Penalty: 2923.992432
	Iteration 20F: 3 clusters Score -1021208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1021217.062500 Penalty: 2923.992432
	Iteration 21Q: 3 clusters Score -1021217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1021223.062500 Penalty: 2923.992432
	Iteration 22Q: 3 clusters Score -1021223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1021227.937500 Penalty: 2923.992432
	Iteration 23Q: 3 clusters Score -1021228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1021234.062500 Penalty: 2923.992432
	Iteration 24Q: 3 clusters Score -1021234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1021236.812500 Penalty: 2923.992432
	Iteration 25Q: 3 clusters Score -1021237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1021242.562500 Penalty: 2923.992432
	Iteration 26Q: 3 clusters Score -1021243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1021245.937500 Penalty: 2923.992432
	Iteration 27Q: 3 clusters Score -1021246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1021249.250000 Penalty: 2923.992432
	Iteration 28Q: 3 clusters Score -1021249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1021249.437500 Penalty: 2923.992432
	Iteration 29Q: 3 clusters Score -1021249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1021254.375000 Penalty: 2923.992432
	Iteration 30Q: 3 clusters Score -1021254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1021255.562500 Penalty: 2923.992432
	Iteration 31Q: 3 clusters Score -1021256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1021258.062500 Penalty: 2923.992432
	Iteration 32Q: 3 clusters Score -1021258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1021260.437500 Penalty: 2923.992432
	Iteration 33Q: 3 clusters Score -1021260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1021262.625000 Penalty: 2923.992432
	Iteration 34Q: 3 clusters Score -1021263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1021266.875000 Penalty: 2923.992432
	Iteration 35Q: 3 clusters Score -1021267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1021267.687500 Penalty: 2923.992432
	Iteration 36Q: 3 clusters Score -1021268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1021270.437500 Penalty: 2923.992432
	Iteration 37Q: 3 clusters Score -1021270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1021271.000000 Penalty: 2923.992432
	Iteration 38Q: 3 clusters Score -1021271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1021269.500000 Penalty: 2923.992432
	Iteration 39Q: 3 clusters Score -1021270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1021269.125000 Penalty: 2923.992432
	Iteration 40F: 3 clusters Score -1021269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -501894.375000 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -501894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -498399.187500 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -498399.2 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499411.031250 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -499411 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -499663.687500 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -499663.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -499871.125000 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -499871.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -500013.906250 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -500013.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -500130.312500 Penalty: 2708.078369
	Iteration 5Q: 3 clusters Score -500130.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -500249.500000 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -500249.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -500367.781250 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -500367.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -500501.218750 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -500501.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -500666.781250 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -500666.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -500829.281250 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -500829.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -500961.343750 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -500961.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -501073.750000 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -501073.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -501227.250000 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -501227.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -501326.250000 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -501326.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -501365.000000 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -501365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -501394.406250 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -501394.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -501418.218750 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -501418.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -501437.500000 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -501437.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -501455.343750 Penalty: 2708.078369
	Iteration 19Q: 3 clusters Score -501455.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -501468.000000 Penalty: 2708.078369
	Iteration 20F: 3 clusters Score -501468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -501478.593750 Penalty: 2708.078369
	Iteration 21Q: 3 clusters Score -501478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -501483.437500 Penalty: 2708.078369
	Iteration 22Q: 3 clusters Score -501483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -501485.218750 Penalty: 2708.078369
	Iteration 23Q: 3 clusters Score -501485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -501486.125000 Penalty: 2708.078369
	Iteration 24Q: 3 clusters Score -501486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -501487.718750 Penalty: 2708.078369
	Iteration 25Q: 3 clusters Score -501487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -501487.437500 Penalty: 2708.078369
	Iteration 26Q: 3 clusters Score -501487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -501488.156250 Penalty: 2708.078369
	Iteration 27Q: 3 clusters Score -501488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -501487.968750 Penalty: 2708.078369
	Iteration 28Q: 3 clusters Score -501488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -501488.093750 Penalty: 2708.078369
	Iteration 29Q: 3 clusters Score -501488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -501488.937500 Penalty: 2708.078369
	Iteration 30Q: 3 clusters Score -501488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -501488.781250 Penalty: 2708.078369
	Iteration 31Q: 3 clusters Score -501488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -501490.531250 Penalty: 2708.078369
	Iteration 32Q: 3 clusters Score -501490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -501492.062500 Penalty: 2708.078369
	Iteration 33Q: 3 clusters Score -501492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -501492.968750 Penalty: 2708.078369
	Iteration 34Q: 3 clusters Score -501493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -501494.468750 Penalty: 2708.078369
	Iteration 35Q: 3 clusters Score -501494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -501495.687500 Penalty: 2708.078369
	Iteration 36Q: 3 clusters Score -501495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -501494.937500 Penalty: 2708.078369
	Iteration 37Q: 3 clusters Score -501494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -501495.625000 Penalty: 2708.078369
	Iteration 38Q: 3 clusters Score -501495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -501495.625000 Penalty: 2708.078369
	Iteration 39F: 3 clusters Score -501495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 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 101 members 
Entering Unmasked Estep 
Score: -21390.814453 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21390.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21471.654297 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21471.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21499.826172 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21499.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21505.914062 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21505.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21522.574219 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21522.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21535.205078 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21535.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21543.914062 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21543.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21551.501953 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -21551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21558.693359 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -21558.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21561.912109 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -21561.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21561.912109 Penalty: 1726.791992
	Iteration 10F: 3 clusters Score -21561.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -623693.625000 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -623693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -619777.750000 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -619777.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -620853.250000 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -620853.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -621022.812500 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -621022.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -621154.000000 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -621154 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -621247.937500 Penalty: 2760.924561
	Iteration 4Q: 3 clusters Score -621247.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -621326.812500 Penalty: 2760.924561
	Iteration 5Q: 3 clusters Score -621326.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -621387.625000 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -621387.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -621442.562500 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -621442.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -621495.250000 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -621495.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -621539.000000 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -621539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -621576.937500 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -621576.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -621620.562500 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -621620.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -621659.000000 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -621659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -621703.187500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -621703.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -621756.562500 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -621756.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -621821.687500 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -621821.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -621887.062500 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -621887.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -621934.125000 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -621934.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -621981.187500 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -621981.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -622032.500000 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -622032.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -622078.937500 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -622078.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -622120.812500 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -622120.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -622150.812500 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -622150.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -622177.312500 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -622177.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -622206.437500 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -622206.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -622231.562500 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -622231.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -622251.750000 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -622251.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -622263.812500 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -622263.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -622271.937500 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -622271.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -622274.187500 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -622274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -622280.875000 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -622280.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -622290.250000 Penalty: 2760.924561
	Iteration 31Q: 3 clusters Score -622290.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -622303.812500 Penalty: 2760.924561
	Iteration 32Q: 3 clusters Score -622303.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -622314.687500 Penalty: 2760.924561
	Iteration 33Q: 3 clusters Score -622314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -622323.562500 Penalty: 2760.924561
	Iteration 34Q: 3 clusters Score -622323.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -622330.562500 Penalty: 2760.924561
	Iteration 35Q: 3 clusters Score -622330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -622338.312500 Penalty: 2760.924561
	Iteration 36Q: 3 clusters Score -622338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -622344.062500 Penalty: 2760.924561
	Iteration 37Q: 3 clusters Score -622344.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -622348.750000 Penalty: 2760.924561
	Iteration 38Q: 3 clusters Score -622348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -622355.375000 Penalty: 2760.924561
	Iteration 39Q: 3 clusters Score -622355.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -622360.250000 Penalty: 2760.924561
	Iteration 40F: 3 clusters Score -622360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -622365.250000 Penalty: 2760.924561
	Iteration 41Q: 3 clusters Score -622365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -622368.625000 Penalty: 2760.924561
	Iteration 42Q: 3 clusters Score -622368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -622369.687500 Penalty: 2760.924561
	Iteration 43Q: 3 clusters Score -622369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -622371.000000 Penalty: 2760.924561
	Iteration 44Q: 3 clusters Score -622371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -622371.000000 Penalty: 2760.924561
	Iteration 45Q: 3 clusters Score -622371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -622372.937500 Penalty: 2760.924561
	Iteration 46Q: 3 clusters Score -622372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -622374.187500 Penalty: 2760.924561
	Iteration 47Q: 3 clusters Score -622374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -622376.812500 Penalty: 2760.924561
	Iteration 48Q: 3 clusters Score -622376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -622377.187500 Penalty: 2760.924561
	Iteration 49Q: 3 clusters Score -622377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -622378.687500 Penalty: 2760.924561
	Iteration 50Q: 3 clusters Score -622378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -622380.250000 Penalty: 2760.924561
	Iteration 51Q: 3 clusters Score -622380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -622379.625000 Penalty: 2760.924561
	Iteration 52Q: 3 clusters Score -622379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -622380.750000 Penalty: 2760.924561
	Iteration 53Q: 3 clusters Score -622380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -622379.625000 Penalty: 2760.924561
	Iteration 54Q: 3 clusters Score -622379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -622379.625000 Penalty: 2760.924561
	Iteration 55F: 3 clusters Score -622379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244614.906250 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244614.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245020.062500 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245020.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245153.828125 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245153.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245283.265625 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245283.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -245380.984375 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245381 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -245444.515625 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245444.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -245483.656250 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245483.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245517.546875 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245517.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -245539.656250 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -245551.218750 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245551.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -245563.625000 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245563.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -245573.578125 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245583.406250 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -245586.406250 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -245588.265625 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -245592.296875 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245592.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -245595.156250 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245596.125000 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -245598.218750 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -245600.171875 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -245600.640625 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245601.031250 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -245602.453125 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -245603.546875 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245604.250000 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245604.859375 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245604.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245604.859375 Penalty: 2453.964844
	Iteration 26F: 3 clusters Score -245604.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18112.216797 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18112.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18358.593750 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18358.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18466.783203 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18466.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18540.636719 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -18540.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18598.380859 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18598.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18620.486328 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18620.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18634.328125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18634.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18644.007812 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18644.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18651.220703 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18651.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18651.767578 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18651.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18651.767578 Penalty: 1924.512939
	Iteration 10F: 3 clusters Score -18651.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193364.218750 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193364.2 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 733 members 
Entering Unmasked Estep 
Score: -191637.062500 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191637.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191978.390625 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191978.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192067.953125 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192119.140625 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -192119.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192141.078125 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192141.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192155.953125 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -192168.031250 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192173.546875 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192181.187500 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192189.468750 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -192194.906250 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192198.203125 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -192199.937500 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192200.328125 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -192200.875000 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192201.125000 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192201.125000 Penalty: 2370.451904
	Iteration 16F: 3 clusters Score -192201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (73934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Entering Unmasked Estep 
Score: -10092150.000000 Penalty: 1821.775757
	Iteration 0F: 2 clusters Score -1.009215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -10046383.000000 Penalty: 3643.551514
	Iteration 0F: 3 clusters Score -1.004638e+07 nChanged 35304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -10066931.000000 Penalty: 3643.551514
	Iteration 1F: 3 clusters Score -1.006693e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -10068106.000000 Penalty: 3643.551514
	Iteration 2Q: 3 clusters Score -1.006811e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -10069756.000000 Penalty: 3643.551514
	Iteration 3Q: 3 clusters Score -1.006976e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -10072411.000000 Penalty: 3643.551514
	Iteration 4F: 3 clusters Score -1.007241e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -10076416.000000 Penalty: 3643.551514
	Iteration 5F: 3 clusters Score -1.007642e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -10080903.000000 Penalty: 3643.551514
	Iteration 6F: 3 clusters Score -1.00809e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -10084805.000000 Penalty: 3643.551514
	Iteration 7F: 3 clusters Score -1.00848e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -10087075.000000 Penalty: 3643.551514
	Iteration 8F: 3 clusters Score -1.008708e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -10088098.000000 Penalty: 3643.551514
	Iteration 9Q: 3 clusters Score -1.00881e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -10088698.000000 Penalty: 3643.551514
	Iteration 10Q: 3 clusters Score -1.00887e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -10089279.000000 Penalty: 3643.551514
	Iteration 11Q: 3 clusters Score -1.008928e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -10089864.000000 Penalty: 3643.551514
	Iteration 12Q: 3 clusters Score -1.008986e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -10090346.000000 Penalty: 3643.551514
	Iteration 13Q: 3 clusters Score -1.009035e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10090766.000000 Penalty: 3643.551514
	Iteration 14Q: 3 clusters Score -1.009077e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -10091081.000000 Penalty: 3643.551514
	Iteration 15Q: 3 clusters Score -1.009108e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -10091335.000000 Penalty: 3643.551514
	Iteration 16Q: 3 clusters Score -1.009134e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -10091561.000000 Penalty: 3643.551514
	Iteration 17Q: 3 clusters Score -1.009156e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -10091607.000000 Penalty: 3643.551514
	Iteration 18Q: 3 clusters Score -1.009161e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -10091695.000000 Penalty: 3643.551514
	Iteration 19Q: 3 clusters Score -1.00917e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -10091756.000000 Penalty: 3643.551514
	Iteration 20F: 3 clusters Score -1.009176e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -10091787.000000 Penalty: 3643.551514
	Iteration 21Q: 3 clusters Score -1.009179e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -10091821.000000 Penalty: 3643.551514
	Iteration 22Q: 3 clusters Score -1.009182e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -10091831.000000 Penalty: 3643.551514
	Iteration 23Q: 3 clusters Score -1.009183e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -10091871.000000 Penalty: 3643.551514
	Iteration 24Q: 3 clusters Score -1.009187e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -10091868.000000 Penalty: 3643.551514
	Iteration 25Q: 3 clusters Score -1.009187e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -10091869.000000 Penalty: 3643.551514
	Iteration 26Q: 3 clusters Score -1.009187e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -10091872.000000 Penalty: 3643.551514
	Iteration 27Q: 3 clusters Score -1.009187e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -10091851.000000 Penalty: 3643.551514
	Iteration 28Q: 3 clusters Score -1.009185e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -10091854.000000 Penalty: 3643.551514
	Iteration 29Q: 3 clusters Score -1.009185e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -10091875.000000 Penalty: 3643.551514
	Iteration 30Q: 3 clusters Score -1.009188e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -10091849.000000 Penalty: 3643.551514
	Iteration 31Q: 3 clusters Score -1.009185e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -10091848.000000 Penalty: 3643.551514
	Iteration 32Q: 3 clusters Score -1.009185e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -10091839.000000 Penalty: 3643.551514
	Iteration 33Q: 3 clusters Score -1.009184e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -10091858.000000 Penalty: 3643.551514
	Iteration 34Q: 3 clusters Score -1.009186e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -10091865.000000 Penalty: 3643.551514
	Iteration 35Q: 3 clusters Score -1.009186e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -10091883.000000 Penalty: 3643.551514
	Iteration 36Q: 3 clusters Score -1.009188e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -10091876.000000 Penalty: 3643.551514
	Iteration 37Q: 3 clusters Score -1.009188e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -10091868.000000 Penalty: 3643.551514
	Iteration 38Q: 3 clusters Score -1.009187e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -10091880.000000 Penalty: 3643.551514
	Iteration 39Q: 3 clusters Score -1.009188e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -10091888.000000 Penalty: 3643.551514
	Iteration 40F: 3 clusters Score -1.009189e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -10091897.000000 Penalty: 3643.551514
	Iteration 41Q: 3 clusters Score -1.00919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -10091918.000000 Penalty: 3643.551514
	Iteration 42Q: 3 clusters Score -1.009192e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -10091914.000000 Penalty: 3643.551514
	Iteration 43Q: 3 clusters Score -1.009191e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -10091902.000000 Penalty: 3643.551514
	Iteration 44Q: 3 clusters Score -1.00919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -10091911.000000 Penalty: 3643.551514
	Iteration 45Q: 3 clusters Score -1.009191e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -10091916.000000 Penalty: 3643.551514
	Iteration 46Q: 3 clusters Score -1.009192e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -10091934.000000 Penalty: 3643.551514
	Iteration 47Q: 3 clusters Score -1.009193e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -10091940.000000 Penalty: 3643.551514
	Iteration 48Q: 3 clusters Score -1.009194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -10091937.000000 Penalty: 3643.551514
	Iteration 49Q: 3 clusters Score -1.009194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -10091926.000000 Penalty: 3643.551514
	Iteration 50Q: 3 clusters Score -1.009193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -10091916.000000 Penalty: 3643.551514
	Iteration 51Q: 3 clusters Score -1.009192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -10091930.000000 Penalty: 3643.551514
	Iteration 52Q: 3 clusters Score -1.009193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -10091935.000000 Penalty: 3643.551514
	Iteration 53Q: 3 clusters Score -1.009194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -10091932.000000 Penalty: 3643.551514
	Iteration 54Q: 3 clusters Score -1.009193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -10091916.000000 Penalty: 3643.551514
	Iteration 55Q: 3 clusters Score -1.009192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -10091907.000000 Penalty: 3643.551514
	Iteration 56Q: 3 clusters Score -1.009191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -10091899.000000 Penalty: 3643.551514
	Iteration 57Q: 3 clusters Score -1.00919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -10091908.000000 Penalty: 3643.551514
	Iteration 58Q: 3 clusters Score -1.009191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -10091919.000000 Penalty: 3643.551514
	Iteration 59Q: 3 clusters Score -1.009192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -10091906.000000 Penalty: 3643.551514
	Iteration 60F: 3 clusters Score -1.009191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -10091928.000000 Penalty: 3643.551514
	Iteration 61Q: 3 clusters Score -1.009193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -10091929.000000 Penalty: 3643.551514
	Iteration 62Q: 3 clusters Score -1.009193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -10091919.000000 Penalty: 3643.551514
	Iteration 63Q: 3 clusters Score -1.009192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -10091931.000000 Penalty: 3643.551514
	Iteration 64Q: 3 clusters Score -1.009193e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -10091920.000000 Penalty: 3643.551514
	Iteration 65Q: 3 clusters Score -1.009192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -10091931.000000 Penalty: 3643.551514
	Iteration 66Q: 3 clusters Score -1.009193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -10091915.000000 Penalty: 3643.551514
	Iteration 67Q: 3 clusters Score -1.009192e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -10091929.000000 Penalty: 3643.551514
	Iteration 68Q: 3 clusters Score -1.009193e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -10091936.000000 Penalty: 3643.551514
	Iteration 69Q: 3 clusters Score -1.009194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -10091944.000000 Penalty: 3643.551514
	Iteration 70Q: 3 clusters Score -1.009194e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -10091923.000000 Penalty: 3643.551514
	Iteration 71Q: 3 clusters Score -1.009192e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -10091926.000000 Penalty: 3643.551514
	Iteration 72Q: 3 clusters Score -1.009193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -10091931.000000 Penalty: 3643.551514
	Iteration 73Q: 3 clusters Score -1.009193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10091939.000000 Penalty: 3643.551514
	Iteration 74Q: 3 clusters Score -1.009194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10091957.000000 Penalty: 3643.551514
	Iteration 75Q: 3 clusters Score -1.009196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -10091979.000000 Penalty: 3643.551514
	Iteration 76Q: 3 clusters Score -1.009198e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10091985.000000 Penalty: 3643.551514
	Iteration 77Q: 3 clusters Score -1.009198e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -10091994.000000 Penalty: 3643.551514
	Iteration 78Q: 3 clusters Score -1.009199e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -10091985.000000 Penalty: 3643.551514
	Iteration 79Q: 3 clusters Score -1.009198e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -10091979.000000 Penalty: 3643.551514
	Iteration 80F: 3 clusters Score -1.009198e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -10091985.000000 Penalty: 3643.551514
	Iteration 81Q: 3 clusters Score -1.009198e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -10091991.000000 Penalty: 3643.551514
	Iteration 82Q: 3 clusters Score -1.009199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -10091989.000000 Penalty: 3643.551514
	Iteration 83Q: 3 clusters Score -1.009199e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -10092020.000000 Penalty: 3643.551514
	Iteration 84Q: 3 clusters Score -1.009202e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -10092012.000000 Penalty: 3643.551514
	Iteration 85Q: 3 clusters Score -1.009201e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -10092017.000000 Penalty: 3643.551514
	Iteration 86Q: 3 clusters Score -1.009202e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -10092009.000000 Penalty: 3643.551514
	Iteration 87Q: 3 clusters Score -1.009201e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -10091992.000000 Penalty: 3643.551514
	Iteration 88Q: 3 clusters Score -1.009199e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -10091996.000000 Penalty: 3643.551514
	Iteration 89Q: 3 clusters Score -1.0092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -10091997.000000 Penalty: 3643.551514
	Iteration 90Q: 3 clusters Score -1.0092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -10092002.000000 Penalty: 3643.551514
	Iteration 91Q: 3 clusters Score -1.0092e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -10092005.000000 Penalty: 3643.551514
	Iteration 92Q: 3 clusters Score -1.0092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -10092007.000000 Penalty: 3643.551514
	Iteration 93Q: 3 clusters Score -1.009201e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -10091995.000000 Penalty: 3643.551514
	Iteration 94Q: 3 clusters Score -1.0092e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -10092003.000000 Penalty: 3643.551514
	Iteration 95Q: 3 clusters Score -1.0092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -10091978.000000 Penalty: 3643.551514
	Iteration 96Q: 3 clusters Score -1.009198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -10091999.000000 Penalty: 3643.551514
	Iteration 97Q: 3 clusters Score -1.0092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -10092000.000000 Penalty: 3643.551514
	Iteration 98Q: 3 clusters Score -1.0092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -10092012.000000 Penalty: 3643.551514
	Iteration 99Q: 3 clusters Score -1.009201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -10092018.000000 Penalty: 3643.551514
	Iteration 100F: 3 clusters Score -1.009202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -10092030.000000 Penalty: 3643.551514
	Iteration 101Q: 3 clusters Score -1.009203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -10092036.000000 Penalty: 3643.551514
	Iteration 102Q: 3 clusters Score -1.009204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -10092045.000000 Penalty: 3643.551514
	Iteration 103Q: 3 clusters Score -1.009204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -10092053.000000 Penalty: 3643.551514
	Iteration 104Q: 3 clusters Score -1.009205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -10092034.000000 Penalty: 3643.551514
	Iteration 105Q: 3 clusters Score -1.009203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -10092055.000000 Penalty: 3643.551514
	Iteration 106Q: 3 clusters Score -1.009206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -10092050.000000 Penalty: 3643.551514
	Iteration 107Q: 3 clusters Score -1.009205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -10092038.000000 Penalty: 3643.551514
	Iteration 108Q: 3 clusters Score -1.009204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -10092054.000000 Penalty: 3643.551514
	Iteration 109Q: 3 clusters Score -1.009205e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -10092050.000000 Penalty: 3643.551514
	Iteration 110Q: 3 clusters Score -1.009205e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -10092047.000000 Penalty: 3643.551514
	Iteration 111Q: 3 clusters Score -1.009205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -10092055.000000 Penalty: 3643.551514
	Iteration 112Q: 3 clusters Score -1.009206e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -10092042.000000 Penalty: 3643.551514
	Iteration 113Q: 3 clusters Score -1.009204e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -10092068.000000 Penalty: 3643.551514
	Iteration 114Q: 3 clusters Score -1.009207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -10092071.000000 Penalty: 3643.551514
	Iteration 115Q: 3 clusters Score -1.009207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -10092060.000000 Penalty: 3643.551514
	Iteration 116Q: 3 clusters Score -1.009206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -10092054.000000 Penalty: 3643.551514
	Iteration 117Q: 3 clusters Score -1.009205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -10092033.000000 Penalty: 3643.551514
	Iteration 118Q: 3 clusters Score -1.009203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -10092033.000000 Penalty: 3643.551514
	Iteration 119Q: 3 clusters Score -1.009203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -10092043.000000 Penalty: 3643.551514
	Iteration 120F: 3 clusters Score -1.009204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -10092042.000000 Penalty: 3643.551514
	Iteration 121Q: 3 clusters Score -1.009204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -10092054.000000 Penalty: 3643.551514
	Iteration 122Q: 3 clusters Score -1.009205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -10092055.000000 Penalty: 3643.551514
	Iteration 123Q: 3 clusters Score -1.009206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -10092063.000000 Penalty: 3643.551514
	Iteration 124Q: 3 clusters Score -1.009206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -10092063.000000 Penalty: 3643.551514
	Iteration 125Q: 3 clusters Score -1.009206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -10092063.000000 Penalty: 3643.551514
	Iteration 126Q: 3 clusters Score -1.009206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -10092060.000000 Penalty: 3643.551514
	Iteration 127Q: 3 clusters Score -1.009206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -10092068.000000 Penalty: 3643.551514
	Iteration 128Q: 3 clusters Score -1.009207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -10092053.000000 Penalty: 3643.551514
	Iteration 129Q: 3 clusters Score -1.009205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -10092064.000000 Penalty: 3643.551514
	Iteration 130Q: 3 clusters Score -1.009206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -10092066.000000 Penalty: 3643.551514
	Iteration 131Q: 3 clusters Score -1.009207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -10092064.000000 Penalty: 3643.551514
	Iteration 132Q: 3 clusters Score -1.009206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -10092064.000000 Penalty: 3643.551514
	Iteration 133Q: 3 clusters Score -1.009206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -10092082.000000 Penalty: 3643.551514
	Iteration 134Q: 3 clusters Score -1.009208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -10092089.000000 Penalty: 3643.551514
	Iteration 135Q: 3 clusters Score -1.009209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -10092078.000000 Penalty: 3643.551514
	Iteration 136Q: 3 clusters Score -1.009208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -10092072.000000 Penalty: 3643.551514
	Iteration 137Q: 3 clusters Score -1.009207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -10092081.000000 Penalty: 3643.551514
	Iteration 138Q: 3 clusters Score -1.009208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -10092079.000000 Penalty: 3643.551514
	Iteration 139Q: 3 clusters Score -1.009208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -10092074.000000 Penalty: 3643.551514
	Iteration 140F: 3 clusters Score -1.009207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -10092081.000000 Penalty: 3643.551514
	Iteration 141Q: 3 clusters Score -1.009208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -10092078.000000 Penalty: 3643.551514
	Iteration 142Q: 3 clusters Score -1.009208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -10092074.000000 Penalty: 3643.551514
	Iteration 143Q: 3 clusters Score -1.009207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -10092082.000000 Penalty: 3643.551514
	Iteration 144Q: 3 clusters Score -1.009208e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -10092087.000000 Penalty: 3643.551514
	Iteration 145Q: 3 clusters Score -1.009209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -10092085.000000 Penalty: 3643.551514
	Iteration 146Q: 3 clusters Score -1.009208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -10092070.000000 Penalty: 3643.551514
	Iteration 147Q: 3 clusters Score -1.009207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -10092081.000000 Penalty: 3643.551514
	Iteration 148Q: 3 clusters Score -1.009208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -10092079.000000 Penalty: 3643.551514
	Iteration 149Q: 3 clusters Score -1.009208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -10092080.000000 Penalty: 3643.551514
	Iteration 150Q: 3 clusters Score -1.009208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -10092097.000000 Penalty: 3643.551514
	Iteration 151Q: 3 clusters Score -1.00921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -10092091.000000 Penalty: 3643.551514
	Iteration 152Q: 3 clusters Score -1.009209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -10092102.000000 Penalty: 3643.551514
	Iteration 153Q: 3 clusters Score -1.00921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -10092099.000000 Penalty: 3643.551514
	Iteration 154Q: 3 clusters Score -1.00921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -10092088.000000 Penalty: 3643.551514
	Iteration 155Q: 3 clusters Score -1.009209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -10092097.000000 Penalty: 3643.551514
	Iteration 156Q: 3 clusters Score -1.00921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3643.551514
	Iteration 157Q: 3 clusters Score -1.009211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -10092087.000000 Penalty: 3643.551514
	Iteration 158Q: 3 clusters Score -1.009209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3643.551514
	Iteration 159Q: 3 clusters Score -1.009211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -10092103.000000 Penalty: 3643.551514
	Iteration 160F: 3 clusters Score -1.00921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -10092106.000000 Penalty: 3643.551514
	Iteration 161Q: 3 clusters Score -1.009211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -10092101.000000 Penalty: 3643.551514
	Iteration 162Q: 3 clusters Score -1.00921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -10092106.000000 Penalty: 3643.551514
	Iteration 163Q: 3 clusters Score -1.009211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -10092124.000000 Penalty: 3643.551514
	Iteration 164Q: 3 clusters Score -1.009212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -10092111.000000 Penalty: 3643.551514
	Iteration 165Q: 3 clusters Score -1.009211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -10092118.000000 Penalty: 3643.551514
	Iteration 166Q: 3 clusters Score -1.009212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -10092128.000000 Penalty: 3643.551514
	Iteration 167Q: 3 clusters Score -1.009213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -10092117.000000 Penalty: 3643.551514
	Iteration 168Q: 3 clusters Score -1.009212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -10092122.000000 Penalty: 3643.551514
	Iteration 169Q: 3 clusters Score -1.009212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -10092114.000000 Penalty: 3643.551514
	Iteration 170Q: 3 clusters Score -1.009211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10092126.000000 Penalty: 3643.551514
	Iteration 171Q: 3 clusters Score -1.009213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -10092140.000000 Penalty: 3643.551514
	Iteration 172Q: 3 clusters Score -1.009214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -10092122.000000 Penalty: 3643.551514
	Iteration 173Q: 3 clusters Score -1.009212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -10092132.000000 Penalty: 3643.551514
	Iteration 174Q: 3 clusters Score -1.009213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -10092118.000000 Penalty: 3643.551514
	Iteration 175Q: 3 clusters Score -1.009212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -10092110.000000 Penalty: 3643.551514
	Iteration 176Q: 3 clusters Score -1.009211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -10092102.000000 Penalty: 3643.551514
	Iteration 177Q: 3 clusters Score -1.00921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -10092102.000000 Penalty: 3643.551514
	Iteration 178Q: 3 clusters Score -1.00921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -10092103.000000 Penalty: 3643.551514
	Iteration 179Q: 3 clusters Score -1.00921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -10092093.000000 Penalty: 3643.551514
	Iteration 180F: 3 clusters Score -1.009209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -10092104.000000 Penalty: 3643.551514
	Iteration 181Q: 3 clusters Score -1.00921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -10092104.000000 Penalty: 3643.551514
	Iteration 182Q: 3 clusters Score -1.00921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3643.551514
	Iteration 183Q: 3 clusters Score -1.009211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -10092109.000000 Penalty: 3643.551514
	Iteration 184Q: 3 clusters Score -1.009211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3643.551514
	Iteration 185Q: 3 clusters Score -1.009211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -10092117.000000 Penalty: 3643.551514
	Iteration 186Q: 3 clusters Score -1.009212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -10092117.000000 Penalty: 3643.551514
	Iteration 187Q: 3 clusters Score -1.009212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -10092111.000000 Penalty: 3643.551514
	Iteration 188Q: 3 clusters Score -1.009211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3643.551514
	Iteration 189Q: 3 clusters Score -1.009211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -10092110.000000 Penalty: 3643.551514
	Iteration 190Q: 3 clusters Score -1.009211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -10092123.000000 Penalty: 3643.551514
	Iteration 191Q: 3 clusters Score -1.009212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -10092113.000000 Penalty: 3643.551514
	Iteration 192Q: 3 clusters Score -1.009211e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -10092099.000000 Penalty: 3643.551514
	Iteration 193Q: 3 clusters Score -1.00921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -10092107.000000 Penalty: 3643.551514
	Iteration 194Q: 3 clusters Score -1.009211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -10092121.000000 Penalty: 3643.551514
	Iteration 195Q: 3 clusters Score -1.009212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -10092110.000000 Penalty: 3643.551514
	Iteration 196Q: 3 clusters Score -1.009211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -10092126.000000 Penalty: 3643.551514
	Iteration 197Q: 3 clusters Score -1.009213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -10092116.000000 Penalty: 3643.551514
	Iteration 198Q: 3 clusters Score -1.009212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -10092123.000000 Penalty: 3643.551514
	Iteration 199Q: 3 clusters Score -1.009212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -10092121.000000 Penalty: 3643.551514
	Iteration 200F: 3 clusters Score -1.009212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -10092112.000000 Penalty: 3643.551514
	Iteration 201Q: 3 clusters Score -1.009211e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -10092138.000000 Penalty: 3643.551514
	Iteration 202Q: 3 clusters Score -1.009214e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -10092144.000000 Penalty: 3643.551514
	Iteration 203Q: 3 clusters Score -1.009214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -10092159.000000 Penalty: 3643.551514
	Iteration 204Q: 3 clusters Score -1.009216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -10092141.000000 Penalty: 3643.551514
	Iteration 205Q: 3 clusters Score -1.009214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -10092158.000000 Penalty: 3643.551514
	Iteration 206Q: 3 clusters Score -1.009216e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -10092157.000000 Penalty: 3643.551514
	Iteration 207Q: 3 clusters Score -1.009216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -10092147.000000 Penalty: 3643.551514
	Iteration 208Q: 3 clusters Score -1.009215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -10092138.000000 Penalty: 3643.551514
	Iteration 209Q: 3 clusters Score -1.009214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -10092142.000000 Penalty: 3643.551514
	Iteration 210Q: 3 clusters Score -1.009214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -10092141.000000 Penalty: 3643.551514
	Iteration 211Q: 3 clusters Score -1.009214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -10092154.000000 Penalty: 3643.551514
	Iteration 212Q: 3 clusters Score -1.009215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -10092154.000000 Penalty: 3643.551514
	Iteration 213Q: 3 clusters Score -1.009215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -10092152.000000 Penalty: 3643.551514
	Iteration 214Q: 3 clusters Score -1.009215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -10092168.000000 Penalty: 3643.551514
	Iteration 215Q: 3 clusters Score -1.009217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -10092182.000000 Penalty: 3643.551514
	Iteration 216Q: 3 clusters Score -1.009218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -10092172.000000 Penalty: 3643.551514
	Iteration 217Q: 3 clusters Score -1.009217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -10092160.000000 Penalty: 3643.551514
	Iteration 218Q: 3 clusters Score -1.009216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -10092159.000000 Penalty: 3643.551514
	Iteration 219Q: 3 clusters Score -1.009216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -10092159.000000 Penalty: 3643.551514
	Iteration 220F: 3 clusters Score -1.009216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -10092168.000000 Penalty: 3643.551514
	Iteration 221Q: 3 clusters Score -1.009217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -10092177.000000 Penalty: 3643.551514
	Iteration 222Q: 3 clusters Score -1.009218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -10092177.000000 Penalty: 3643.551514
	Iteration 223Q: 3 clusters Score -1.009218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -10092182.000000 Penalty: 3643.551514
	Iteration 224Q: 3 clusters Score -1.009218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -10092205.000000 Penalty: 3643.551514
	Iteration 225Q: 3 clusters Score -1.00922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -10092206.000000 Penalty: 3643.551514
	Iteration 226Q: 3 clusters Score -1.009221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -10092214.000000 Penalty: 3643.551514
	Iteration 227Q: 3 clusters Score -1.009221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -10092203.000000 Penalty: 3643.551514
	Iteration 228Q: 3 clusters Score -1.00922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -10092197.000000 Penalty: 3643.551514
	Iteration 229Q: 3 clusters Score -1.00922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -10092211.000000 Penalty: 3643.551514
	Iteration 230Q: 3 clusters Score -1.009221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -10092209.000000 Penalty: 3643.551514
	Iteration 231Q: 3 clusters Score -1.009221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -10092202.000000 Penalty: 3643.551514
	Iteration 232Q: 3 clusters Score -1.00922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10092205.000000 Penalty: 3643.551514
	Iteration 233Q: 3 clusters Score -1.00922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -10092205.000000 Penalty: 3643.551514
	Iteration 234Q: 3 clusters Score -1.00922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -10092215.000000 Penalty: 3643.551514
	Iteration 235Q: 3 clusters Score -1.009222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -10092226.000000 Penalty: 3643.551514
	Iteration 236Q: 3 clusters Score -1.009223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -10092231.000000 Penalty: 3643.551514
	Iteration 237Q: 3 clusters Score -1.009223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -10092221.000000 Penalty: 3643.551514
	Iteration 238Q: 3 clusters Score -1.009222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -10092216.000000 Penalty: 3643.551514
	Iteration 239Q: 3 clusters Score -1.009222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -10092219.000000 Penalty: 3643.551514
	Iteration 240F: 3 clusters Score -1.009222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -10092225.000000 Penalty: 3643.551514
	Iteration 241Q: 3 clusters Score -1.009222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -10092233.000000 Penalty: 3643.551514
	Iteration 242Q: 3 clusters Score -1.009223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -10092240.000000 Penalty: 3643.551514
	Iteration 243Q: 3 clusters Score -1.009224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -10092232.000000 Penalty: 3643.551514
	Iteration 244Q: 3 clusters Score -1.009223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -10092225.000000 Penalty: 3643.551514
	Iteration 245Q: 3 clusters Score -1.009222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -10092204.000000 Penalty: 3643.551514
	Iteration 246Q: 3 clusters Score -1.00922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10092210.000000 Penalty: 3643.551514
	Iteration 247Q: 3 clusters Score -1.009221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -10092213.000000 Penalty: 3643.551514
	Iteration 248Q: 3 clusters Score -1.009221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -10092210.000000 Penalty: 3643.551514
	Iteration 249Q: 3 clusters Score -1.009221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -10092221.000000 Penalty: 3643.551514
	Iteration 250Q: 3 clusters Score -1.009222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -10092214.000000 Penalty: 3643.551514
	Iteration 251Q: 3 clusters Score -1.009221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -10092214.000000 Penalty: 3643.551514
	Iteration 252Q: 3 clusters Score -1.009221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -10092226.000000 Penalty: 3643.551514
	Iteration 253Q: 3 clusters Score -1.009223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -10092236.000000 Penalty: 3643.551514
	Iteration 254Q: 3 clusters Score -1.009224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -10092228.000000 Penalty: 3643.551514
	Iteration 255Q: 3 clusters Score -1.009223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -10092228.000000 Penalty: 3643.551514
	Iteration 256Q: 3 clusters Score -1.009223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -10092212.000000 Penalty: 3643.551514
	Iteration 257Q: 3 clusters Score -1.009221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -10092216.000000 Penalty: 3643.551514
	Iteration 258Q: 3 clusters Score -1.009222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -10092203.000000 Penalty: 3643.551514
	Iteration 259Q: 3 clusters Score -1.00922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -10092208.000000 Penalty: 3643.551514
	Iteration 260F: 3 clusters Score -1.009221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -10092212.000000 Penalty: 3643.551514
	Iteration 261Q: 3 clusters Score -1.009221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -10092210.000000 Penalty: 3643.551514
	Iteration 262Q: 3 clusters Score -1.009221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -10092212.000000 Penalty: 3643.551514
	Iteration 263Q: 3 clusters Score -1.009221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -10092219.000000 Penalty: 3643.551514
	Iteration 264Q: 3 clusters Score -1.009222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -10092240.000000 Penalty: 3643.551514
	Iteration 265Q: 3 clusters Score -1.009224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -10092238.000000 Penalty: 3643.551514
	Iteration 266Q: 3 clusters Score -1.009224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -10092250.000000 Penalty: 3643.551514
	Iteration 267Q: 3 clusters Score -1.009225e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -10092242.000000 Penalty: 3643.551514
	Iteration 268Q: 3 clusters Score -1.009224e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -10092246.000000 Penalty: 3643.551514
	Iteration 269Q: 3 clusters Score -1.009225e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -10092248.000000 Penalty: 3643.551514
	Iteration 270Q: 3 clusters Score -1.009225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -10092252.000000 Penalty: 3643.551514
	Iteration 271Q: 3 clusters Score -1.009225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -10092240.000000 Penalty: 3643.551514
	Iteration 272Q: 3 clusters Score -1.009224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -10092241.000000 Penalty: 3643.551514
	Iteration 273Q: 3 clusters Score -1.009224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -10092237.000000 Penalty: 3643.551514
	Iteration 274Q: 3 clusters Score -1.009224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -10092245.000000 Penalty: 3643.551514
	Iteration 275Q: 3 clusters Score -1.009224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -10092239.000000 Penalty: 3643.551514
	Iteration 276Q: 3 clusters Score -1.009224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -10092247.000000 Penalty: 3643.551514
	Iteration 277Q: 3 clusters Score -1.009225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -10092251.000000 Penalty: 3643.551514
	Iteration 278Q: 3 clusters Score -1.009225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -10092258.000000 Penalty: 3643.551514
	Iteration 279Q: 3 clusters Score -1.009226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -10092260.000000 Penalty: 3643.551514
	Iteration 280F: 3 clusters Score -1.009226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10092257.000000 Penalty: 3643.551514
	Iteration 281Q: 3 clusters Score -1.009226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -10092246.000000 Penalty: 3643.551514
	Iteration 282Q: 3 clusters Score -1.009225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -10092257.000000 Penalty: 3643.551514
	Iteration 283Q: 3 clusters Score -1.009226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -10092249.000000 Penalty: 3643.551514
	Iteration 284Q: 3 clusters Score -1.009225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -10092268.000000 Penalty: 3643.551514
	Iteration 285Q: 3 clusters Score -1.009227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -10092267.000000 Penalty: 3643.551514
	Iteration 286Q: 3 clusters Score -1.009227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -10092260.000000 Penalty: 3643.551514
	Iteration 287Q: 3 clusters Score -1.009226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -10092256.000000 Penalty: 3643.551514
	Iteration 288Q: 3 clusters Score -1.009226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -10092256.000000 Penalty: 3643.551514
	Iteration 289Q: 3 clusters Score -1.009226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -10092252.000000 Penalty: 3643.551514
	Iteration 290Q: 3 clusters Score -1.009225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10092276.000000 Penalty: 3643.551514
	Iteration 291Q: 3 clusters Score -1.009228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -10092277.000000 Penalty: 3643.551514
	Iteration 292Q: 3 clusters Score -1.009228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10092269.000000 Penalty: 3643.551514
	Iteration 293Q: 3 clusters Score -1.009227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -10092285.000000 Penalty: 3643.551514
	Iteration 294Q: 3 clusters Score -1.009228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -10092284.000000 Penalty: 3643.551514
	Iteration 295Q: 3 clusters Score -1.009228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -10092287.000000 Penalty: 3643.551514
	Iteration 296Q: 3 clusters Score -1.009229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -10092289.000000 Penalty: 3643.551514
	Iteration 297Q: 3 clusters Score -1.009229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -10092296.000000 Penalty: 3643.551514
	Iteration 298Q: 3 clusters Score -1.00923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -10092300.000000 Penalty: 3643.551514
	Iteration 299Q: 3 clusters Score -1.00923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -10092301.000000 Penalty: 3643.551514
	Iteration 300F: 3 clusters Score -1.00923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -10092291.000000 Penalty: 3643.551514
	Iteration 301Q: 3 clusters Score -1.009229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -10092288.000000 Penalty: 3643.551514
	Iteration 302Q: 3 clusters Score -1.009229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -10092286.000000 Penalty: 3643.551514
	Iteration 303Q: 3 clusters Score -1.009229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -10092276.000000 Penalty: 3643.551514
	Iteration 304Q: 3 clusters Score -1.009228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -10092285.000000 Penalty: 3643.551514
	Iteration 305Q: 3 clusters Score -1.009228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -10092279.000000 Penalty: 3643.551514
	Iteration 306Q: 3 clusters Score -1.009228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -10092275.000000 Penalty: 3643.551514
	Iteration 307Q: 3 clusters Score -1.009228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -10092287.000000 Penalty: 3643.551514
	Iteration 308Q: 3 clusters Score -1.009229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -10092275.000000 Penalty: 3643.551514
	Iteration 309Q: 3 clusters Score -1.009228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -10092272.000000 Penalty: 3643.551514
	Iteration 310Q: 3 clusters Score -1.009227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -10092260.000000 Penalty: 3643.551514
	Iteration 311Q: 3 clusters Score -1.009226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -10092264.000000 Penalty: 3643.551514
	Iteration 312Q: 3 clusters Score -1.009226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -10092277.000000 Penalty: 3643.551514
	Iteration 313Q: 3 clusters Score -1.009228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -10092279.000000 Penalty: 3643.551514
	Iteration 314Q: 3 clusters Score -1.009228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10092276.000000 Penalty: 3643.551514
	Iteration 315Q: 3 clusters Score -1.009228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -10092282.000000 Penalty: 3643.551514
	Iteration 316Q: 3 clusters Score -1.009228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -10092305.000000 Penalty: 3643.551514
	Iteration 317Q: 3 clusters Score -1.00923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -10092310.000000 Penalty: 3643.551514
	Iteration 318Q: 3 clusters Score -1.009231e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -10092318.000000 Penalty: 3643.551514
	Iteration 319Q: 3 clusters Score -1.009232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -10092324.000000 Penalty: 3643.551514
	Iteration 320F: 3 clusters Score -1.009232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -10092316.000000 Penalty: 3643.551514
	Iteration 321Q: 3 clusters Score -1.009232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -10092324.000000 Penalty: 3643.551514
	Iteration 322Q: 3 clusters Score -1.009232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -10092329.000000 Penalty: 3643.551514
	Iteration 323Q: 3 clusters Score -1.009233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -10092327.000000 Penalty: 3643.551514
	Iteration 324Q: 3 clusters Score -1.009233e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -10092297.000000 Penalty: 3643.551514
	Iteration 325Q: 3 clusters Score -1.00923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -10092308.000000 Penalty: 3643.551514
	Iteration 326Q: 3 clusters Score -1.009231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -10092328.000000 Penalty: 3643.551514
	Iteration 327Q: 3 clusters Score -1.009233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -10092343.000000 Penalty: 3643.551514
	Iteration 328Q: 3 clusters Score -1.009234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -10092336.000000 Penalty: 3643.551514
	Iteration 329Q: 3 clusters Score -1.009234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -10092339.000000 Penalty: 3643.551514
	Iteration 330Q: 3 clusters Score -1.009234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -10092343.000000 Penalty: 3643.551514
	Iteration 331Q: 3 clusters Score -1.009234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -10092343.000000 Penalty: 3643.551514
	Iteration 332Q: 3 clusters Score -1.009234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -10092342.000000 Penalty: 3643.551514
	Iteration 333Q: 3 clusters Score -1.009234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -10092340.000000 Penalty: 3643.551514
	Iteration 334Q: 3 clusters Score -1.009234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -10092340.000000 Penalty: 3643.551514
	Iteration 335Q: 3 clusters Score -1.009234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -10092314.000000 Penalty: 3643.551514
	Iteration 336Q: 3 clusters Score -1.009231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -10092320.000000 Penalty: 3643.551514
	Iteration 337Q: 3 clusters Score -1.009232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -10092336.000000 Penalty: 3643.551514
	Iteration 338Q: 3 clusters Score -1.009234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -10092331.000000 Penalty: 3643.551514
	Iteration 339Q: 3 clusters Score -1.009233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -10092324.000000 Penalty: 3643.551514
	Iteration 340F: 3 clusters Score -1.009232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -10092328.000000 Penalty: 3643.551514
	Iteration 341Q: 3 clusters Score -1.009233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -10092328.000000 Penalty: 3643.551514
	Iteration 342Q: 3 clusters Score -1.009233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -10092343.000000 Penalty: 3643.551514
	Iteration 343Q: 3 clusters Score -1.009234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -10092336.000000 Penalty: 3643.551514
	Iteration 344Q: 3 clusters Score -1.009234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -10092328.000000 Penalty: 3643.551514
	Iteration 345Q: 3 clusters Score -1.009233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -10092317.000000 Penalty: 3643.551514
	Iteration 346Q: 3 clusters Score -1.009232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -10092318.000000 Penalty: 3643.551514
	Iteration 347Q: 3 clusters Score -1.009232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -10092330.000000 Penalty: 3643.551514
	Iteration 348Q: 3 clusters Score -1.009233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -10092331.000000 Penalty: 3643.551514
	Iteration 349Q: 3 clusters Score -1.009233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -10092333.000000 Penalty: 3643.551514
	Iteration 350Q: 3 clusters Score -1.009233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -10092332.000000 Penalty: 3643.551514
	Iteration 351Q: 3 clusters Score -1.009233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -10092325.000000 Penalty: 3643.551514
	Iteration 352Q: 3 clusters Score -1.009232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -10092331.000000 Penalty: 3643.551514
	Iteration 353Q: 3 clusters Score -1.009233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -10092330.000000 Penalty: 3643.551514
	Iteration 354Q: 3 clusters Score -1.009233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -10092335.000000 Penalty: 3643.551514
	Iteration 355Q: 3 clusters Score -1.009234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -10092327.000000 Penalty: 3643.551514
	Iteration 356Q: 3 clusters Score -1.009233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -10092341.000000 Penalty: 3643.551514
	Iteration 357Q: 3 clusters Score -1.009234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10092333.000000 Penalty: 3643.551514
	Iteration 358Q: 3 clusters Score -1.009233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -10092337.000000 Penalty: 3643.551514
	Iteration 359Q: 3 clusters Score -1.009234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -10092336.000000 Penalty: 3643.551514
	Iteration 360F: 3 clusters Score -1.009234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -10092330.000000 Penalty: 3643.551514
	Iteration 361Q: 3 clusters Score -1.009233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -10092335.000000 Penalty: 3643.551514
	Iteration 362Q: 3 clusters Score -1.009234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -10092348.000000 Penalty: 3643.551514
	Iteration 363Q: 3 clusters Score -1.009235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -10092356.000000 Penalty: 3643.551514
	Iteration 364Q: 3 clusters Score -1.009236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -10092353.000000 Penalty: 3643.551514
	Iteration 365Q: 3 clusters Score -1.009235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -10092360.000000 Penalty: 3643.551514
	Iteration 366Q: 3 clusters Score -1.009236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -10092355.000000 Penalty: 3643.551514
	Iteration 367Q: 3 clusters Score -1.009236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10092351.000000 Penalty: 3643.551514
	Iteration 368Q: 3 clusters Score -1.009235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10092354.000000 Penalty: 3643.551514
	Iteration 369Q: 3 clusters Score -1.009235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10092354.000000 Penalty: 3643.551514
	Iteration 370F: 3 clusters Score -1.009235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73164 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18775 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14131 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Mstep: Class 73 contains 55159 members 
Entering Unmasked Estep 
Score: -68999200.000000 Penalty: 156371.718750
Splitting cluster 44 changes total score from -68998952.000000 to -68999200.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 45 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -189062.750000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -189062.8 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 715 members 
Entering Unmasked Estep 
Score: -187283.078125 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -187283.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -187602.984375 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -187603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187704.265625 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -187704.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187787.203125 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -187787.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187877.031250 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -187877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188005.750000 Penalty: 2372.434082
	Iteration 5F: 3 clusters Score -188005.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188157.437500 Penalty: 2372.434082
	Iteration 6F: 3 clusters Score -188157.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188305.578125 Penalty: 2372.434082
	Iteration 7F: 3 clusters Score -188305.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188479.937500 Penalty: 2372.434082
	Iteration 8F: 3 clusters Score -188479.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188599.921875 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -188599.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188705.859375 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -188705.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188785.953125 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -188786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -188829.765625 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -188829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -188855.468750 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -188855.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -188874.203125 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -188874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -188901.578125 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -188901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -188912.343750 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -188912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -188932.171875 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -188932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -188944.546875 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -188944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -188946.546875 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -188946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -188947.312500 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -188947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1839668.750000 Penalty: 1552.870605
	Iteration 0F: 2 clusters Score -1839669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1829782.750000 Penalty: 3105.741211
	Iteration 0F: 3 clusters Score -1829783 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1833388.750000 Penalty: 3105.741211
	Iteration 1F: 3 clusters Score -1833389 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1833928.875000 Penalty: 3105.741211
	Iteration 2F: 3 clusters Score -1833929 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1834464.000000 Penalty: 3105.741211
	Iteration 3F: 3 clusters Score -1834464 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1834959.750000 Penalty: 3105.741211
	Iteration 4F: 3 clusters Score -1834960 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1835374.875000 Penalty: 3105.741211
	Iteration 5F: 3 clusters Score -1835375 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1835781.375000 Penalty: 3105.741211
	Iteration 6Q: 3 clusters Score -1835781 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1836181.375000 Penalty: 3105.741211
	Iteration 7Q: 3 clusters Score -1836181 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1836525.875000 Penalty: 3105.741211
	Iteration 8Q: 3 clusters Score -1836526 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1836817.500000 Penalty: 3105.741211
	Iteration 9Q: 3 clusters Score -1836818 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1837054.500000 Penalty: 3105.741211
	Iteration 10Q: 3 clusters Score -1837054 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1837222.375000 Penalty: 3105.741211
	Iteration 11Q: 3 clusters Score -1837222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1837339.500000 Penalty: 3105.741211
	Iteration 12Q: 3 clusters Score -1837340 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1837429.500000 Penalty: 3105.741211
	Iteration 13Q: 3 clusters Score -1837430 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1837501.125000 Penalty: 3105.741211
	Iteration 14Q: 3 clusters Score -1837501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1837551.125000 Penalty: 3105.741211
	Iteration 15Q: 3 clusters Score -1837551 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1837590.875000 Penalty: 3105.741211
	Iteration 16Q: 3 clusters Score -1837591 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1837621.125000 Penalty: 3105.741211
	Iteration 17Q: 3 clusters Score -1837621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1837639.375000 Penalty: 3105.741211
	Iteration 18Q: 3 clusters Score -1837639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1837652.750000 Penalty: 3105.741211
	Iteration 19Q: 3 clusters Score -1837653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1837664.625000 Penalty: 3105.741211
	Iteration 20F: 3 clusters Score -1837665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1837672.625000 Penalty: 3105.741211
	Iteration 21Q: 3 clusters Score -1837673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1837688.875000 Penalty: 3105.741211
	Iteration 22Q: 3 clusters Score -1837689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1837696.000000 Penalty: 3105.741211
	Iteration 23Q: 3 clusters Score -1837696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1837701.250000 Penalty: 3105.741211
	Iteration 24Q: 3 clusters Score -1837701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1837706.750000 Penalty: 3105.741211
	Iteration 25Q: 3 clusters Score -1837707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1837711.250000 Penalty: 3105.741211
	Iteration 26Q: 3 clusters Score -1837711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1837714.375000 Penalty: 3105.741211
	Iteration 27Q: 3 clusters Score -1837714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1837719.375000 Penalty: 3105.741211
	Iteration 28Q: 3 clusters Score -1837719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1837720.750000 Penalty: 3105.741211
	Iteration 29Q: 3 clusters Score -1837721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1837721.000000 Penalty: 3105.741211
	Iteration 30Q: 3 clusters Score -1837721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1837727.750000 Penalty: 3105.741211
	Iteration 31Q: 3 clusters Score -1837728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1837738.875000 Penalty: 3105.741211
	Iteration 32Q: 3 clusters Score -1837739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1837742.250000 Penalty: 3105.741211
	Iteration 33Q: 3 clusters Score -1837742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1837741.750000 Penalty: 3105.741211
	Iteration 34Q: 3 clusters Score -1837742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1837738.875000 Penalty: 3105.741211
	Iteration 35Q: 3 clusters Score -1837739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1837741.875000 Penalty: 3105.741211
	Iteration 36Q: 3 clusters Score -1837742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1837742.875000 Penalty: 3105.741211
	Iteration 37Q: 3 clusters Score -1837743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1837742.625000 Penalty: 3105.741211
	Iteration 38Q: 3 clusters Score -1837743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1837748.000000 Penalty: 3105.741211
	Iteration 39Q: 3 clusters Score -1837748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1837751.875000 Penalty: 3105.741211
	Iteration 40F: 3 clusters Score -1837752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1837755.750000 Penalty: 3105.741211
	Iteration 41Q: 3 clusters Score -1837756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1837756.375000 Penalty: 3105.741211
	Iteration 42Q: 3 clusters Score -1837756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1837758.500000 Penalty: 3105.741211
	Iteration 43Q: 3 clusters Score -1837758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1837751.500000 Penalty: 3105.741211
	Iteration 44Q: 3 clusters Score -1837752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1837752.375000 Penalty: 3105.741211
	Iteration 45Q: 3 clusters Score -1837752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1837754.000000 Penalty: 3105.741211
	Iteration 46Q: 3 clusters Score -1837754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1837758.000000 Penalty: 3105.741211
	Iteration 47Q: 3 clusters Score -1837758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1837761.375000 Penalty: 3105.741211
	Iteration 48Q: 3 clusters Score -1837761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1837767.125000 Penalty: 3105.741211
	Iteration 49Q: 3 clusters Score -1837767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1837768.875000 Penalty: 3105.741211
	Iteration 50Q: 3 clusters Score -1837769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1837767.125000 Penalty: 3105.741211
	Iteration 51Q: 3 clusters Score -1837767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1837772.500000 Penalty: 3105.741211
	Iteration 52Q: 3 clusters Score -1837772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1837773.375000 Penalty: 3105.741211
	Iteration 53Q: 3 clusters Score -1837773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1837771.000000 Penalty: 3105.741211
	Iteration 54Q: 3 clusters Score -1837771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1837776.750000 Penalty: 3105.741211
	Iteration 55Q: 3 clusters Score -1837777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1837778.375000 Penalty: 3105.741211
	Iteration 56Q: 3 clusters Score -1837778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1837783.625000 Penalty: 3105.741211
	Iteration 57Q: 3 clusters Score -1837784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1837781.750000 Penalty: 3105.741211
	Iteration 58Q: 3 clusters Score -1837782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1837782.000000 Penalty: 3105.741211
	Iteration 59Q: 3 clusters Score -1837782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1837783.000000 Penalty: 3105.741211
	Iteration 60F: 3 clusters Score -1837783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1837788.125000 Penalty: 3105.741211
	Iteration 61Q: 3 clusters Score -1837788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1837786.875000 Penalty: 3105.741211
	Iteration 62Q: 3 clusters Score -1837787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1837790.875000 Penalty: 3105.741211
	Iteration 63Q: 3 clusters Score -1837791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1837794.500000 Penalty: 3105.741211
	Iteration 64Q: 3 clusters Score -1837794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1837795.500000 Penalty: 3105.741211
	Iteration 65Q: 3 clusters Score -1837796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1837795.625000 Penalty: 3105.741211
	Iteration 66Q: 3 clusters Score -1837796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1837797.875000 Penalty: 3105.741211
	Iteration 67Q: 3 clusters Score -1837798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1837797.500000 Penalty: 3105.741211
	Iteration 68Q: 3 clusters Score -1837798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1837796.625000 Penalty: 3105.741211
	Iteration 69Q: 3 clusters Score -1837797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1837794.500000 Penalty: 3105.741211
	Iteration 70Q: 3 clusters Score -1837794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1837797.875000 Penalty: 3105.741211
	Iteration 71Q: 3 clusters Score -1837798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1837795.000000 Penalty: 3105.741211
	Iteration 72Q: 3 clusters Score -1837795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1837796.875000 Penalty: 3105.741211
	Iteration 73Q: 3 clusters Score -1837797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1837797.000000 Penalty: 3105.741211
	Iteration 74Q: 3 clusters Score -1837797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1837798.375000 Penalty: 3105.741211
	Iteration 75Q: 3 clusters Score -1837798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1837798.375000 Penalty: 3105.741211
	Iteration 76F: 3 clusters Score -1837798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47823.167969 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47823.17 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48244.292969 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48244.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48444.082031 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48444.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48559.175781 Penalty: 2039.909058
	Iteration 3Q: 3 clusters Score -48559.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48657.410156 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -48657.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48765.871094 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48765.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48839.980469 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48839.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48900.984375 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48900.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48964.265625 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48964.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49062.730469 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -49062.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49152.683594 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -49152.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49200.750000 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -49200.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49222.812500 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -49222.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49241.667969 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -49241.67 nChanged 1
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: -49270.953125 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -49270.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49287.398438 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -49287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49289.769531 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -49289.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49289.769531 Penalty: 2039.909058
	Iteration 17F: 3 clusters Score -49289.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73164 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18775 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14131 members 
Mstep: Class 47 contains 271 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Mstep: Class 73 contains 55159 members 
Mstep: Class 74 contains 261 members 
Entering Unmasked Estep 
Score: -68998568.000000 Penalty: 158513.796875
Splitting cluster 47 changes total score from -68998952.000000 to -68998568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -413652.531250 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -413652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -410835.875000 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -410835.9 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -411526.781250 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -411526.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -411716.750000 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -411716.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -411886.968750 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -411887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412069.156250 Penalty: 2620.188232
	Iteration 4F: 3 clusters Score -412069.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -412219.093750 Penalty: 2620.188232
	Iteration 5F: 3 clusters Score -412219.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -412342.000000 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -412342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -412459.218750 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -412459.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -412545.875000 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -412545.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -412624.187500 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -412624.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -412679.375000 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -412679.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -412719.531250 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -412719.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -412736.062500 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -412736.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -412751.281250 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -412751.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -412769.031250 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -412769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -412788.281250 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -412788.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -412799.812500 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -412799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -412806.062500 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -412806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -412811.562500 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -412811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -412816.218750 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -412816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -412823.187500 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -412823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -412832.625000 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -412832.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -412839.093750 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -412839.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -412847.343750 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -412847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -412853.437500 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -412853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -412855.125000 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -412855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -412857.000000 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -412857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -412857.562500 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -412857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -412858.625000 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -412858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -412859.625000 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -412859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -412861.500000 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -412861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -412861.468750 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -412861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -412861.468750 Penalty: 2620.188232
	Iteration 32F: 3 clusters Score -412861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 237 members 
Entering Unmasked Estep 
Score: -62495.710938 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62495.71 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62667.593750 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62667.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62705.769531 Penalty: 1998.945923
	Iteration 2Q: 3 clusters Score -62705.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62730.820312 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62730.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62750.152344 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62750.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62764.582031 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62764.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62775.757812 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62775.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62783.500000 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62791.207031 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -62791.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62800.359375 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -62800.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62804.210938 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -62804.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62804.210938 Penalty: 1998.945923
	Iteration 11F: 3 clusters Score -62804.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -327978.031250 Penalty: 1271.407471
	Iteration 0F: 2 clusters Score -327978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325542.812500 Penalty: 2542.814941
	Iteration 0F: 3 clusters Score -325542.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -326145.625000 Penalty: 2542.814941
	Iteration 1F: 3 clusters Score -326145.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -326279.593750 Penalty: 2542.814941
	Iteration 2F: 3 clusters Score -326279.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -326374.875000 Penalty: 2542.814941
	Iteration 3F: 3 clusters Score -326374.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -326444.375000 Penalty: 2542.814941
	Iteration 4Q: 3 clusters Score -326444.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326488.968750 Penalty: 2542.814941
	Iteration 5Q: 3 clusters Score -326489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -326529.562500 Penalty: 2542.814941
	Iteration 6Q: 3 clusters Score -326529.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -326562.718750 Penalty: 2542.814941
	Iteration 7Q: 3 clusters Score -326562.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -326583.437500 Penalty: 2542.814941
	Iteration 8Q: 3 clusters Score -326583.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -326606.406250 Penalty: 2542.814941
	Iteration 9Q: 3 clusters Score -326606.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -326621.500000 Penalty: 2542.814941
	Iteration 10Q: 3 clusters Score -326621.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326633.156250 Penalty: 2542.814941
	Iteration 11Q: 3 clusters Score -326633.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -326646.093750 Penalty: 2542.814941
	Iteration 12Q: 3 clusters Score -326646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -326656.125000 Penalty: 2542.814941
	Iteration 13Q: 3 clusters Score -326656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -326665.250000 Penalty: 2542.814941
	Iteration 14Q: 3 clusters Score -326665.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -326670.875000 Penalty: 2542.814941
	Iteration 15Q: 3 clusters Score -326670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326679.687500 Penalty: 2542.814941
	Iteration 16Q: 3 clusters Score -326679.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -326688.718750 Penalty: 2542.814941
	Iteration 17Q: 3 clusters Score -326688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -326691.906250 Penalty: 2542.814941
	Iteration 18Q: 3 clusters Score -326691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -326696.000000 Penalty: 2542.814941
	Iteration 19Q: 3 clusters Score -326696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326701.406250 Penalty: 2542.814941
	Iteration 20F: 3 clusters Score -326701.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -326708.625000 Penalty: 2542.814941
	Iteration 21Q: 3 clusters Score -326708.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -326716.562500 Penalty: 2542.814941
	Iteration 22Q: 3 clusters Score -326716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -326720.750000 Penalty: 2542.814941
	Iteration 23Q: 3 clusters Score -326720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -326725.468750 Penalty: 2542.814941
	Iteration 24Q: 3 clusters Score -326725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -326733.125000 Penalty: 2542.814941
	Iteration 25Q: 3 clusters Score -326733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -326738.875000 Penalty: 2542.814941
	Iteration 26Q: 3 clusters Score -326738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -326744.437500 Penalty: 2542.814941
	Iteration 27Q: 3 clusters Score -326744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -326749.937500 Penalty: 2542.814941
	Iteration 28Q: 3 clusters Score -326749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -326754.062500 Penalty: 2542.814941
	Iteration 29Q: 3 clusters Score -326754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -326757.593750 Penalty: 2542.814941
	Iteration 30Q: 3 clusters Score -326757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -326758.875000 Penalty: 2542.814941
	Iteration 31Q: 3 clusters Score -326758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -326760.000000 Penalty: 2542.814941
	Iteration 32Q: 3 clusters Score -326760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -326762.437500 Penalty: 2542.814941
	Iteration 33Q: 3 clusters Score -326762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -326764.875000 Penalty: 2542.814941
	Iteration 34Q: 3 clusters Score -326764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -326770.031250 Penalty: 2542.814941
	Iteration 35Q: 3 clusters Score -326770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -326773.187500 Penalty: 2542.814941
	Iteration 36Q: 3 clusters Score -326773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -326777.468750 Penalty: 2542.814941
	Iteration 37Q: 3 clusters Score -326777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -326780.718750 Penalty: 2542.814941
	Iteration 38Q: 3 clusters Score -326780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -326787.000000 Penalty: 2542.814941
	Iteration 39Q: 3 clusters Score -326787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -326792.156250 Penalty: 2542.814941
	Iteration 40F: 3 clusters Score -326792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -326796.281250 Penalty: 2542.814941
	Iteration 41Q: 3 clusters Score -326796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -326801.281250 Penalty: 2542.814941
	Iteration 42Q: 3 clusters Score -326801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -326804.000000 Penalty: 2542.814941
	Iteration 43Q: 3 clusters Score -326804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -326807.781250 Penalty: 2542.814941
	Iteration 44Q: 3 clusters Score -326807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -326814.218750 Penalty: 2542.814941
	Iteration 45Q: 3 clusters Score -326814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -326815.937500 Penalty: 2542.814941
	Iteration 46Q: 3 clusters Score -326815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -326817.343750 Penalty: 2542.814941
	Iteration 47Q: 3 clusters Score -326817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -326817.593750 Penalty: 2542.814941
	Iteration 48Q: 3 clusters Score -326817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -326819.250000 Penalty: 2542.814941
	Iteration 49Q: 3 clusters Score -326819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -326821.218750 Penalty: 2542.814941
	Iteration 50Q: 3 clusters Score -326821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -326823.468750 Penalty: 2542.814941
	Iteration 51Q: 3 clusters Score -326823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -326824.500000 Penalty: 2542.814941
	Iteration 52Q: 3 clusters Score -326824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -326826.062500 Penalty: 2542.814941
	Iteration 53Q: 3 clusters Score -326826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -326826.562500 Penalty: 2542.814941
	Iteration 54Q: 3 clusters Score -326826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -326826.562500 Penalty: 2542.814941
	Iteration 55F: 3 clusters Score -326826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -151456.765625 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -151456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149842.234375 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -149842.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150199.203125 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -150199.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150320.750000 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -150320.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150390.718750 Penalty: 2331.785400
	Iteration 3F: 3 clusters Score -150390.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150453.859375 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -150453.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150514.546875 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -150514.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -150576.562500 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -150576.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150638.984375 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -150639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150713.750000 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -150713.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150801.296875 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -150801.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150892.734375 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -150892.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150973.109375 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -150973.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151020.656250 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -151020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151057.890625 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -151057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151086.359375 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -151086.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151117.750000 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -151117.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151144.078125 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -151144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151151.921875 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -151151.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -151158.453125 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -151158.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151164.656250 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -151164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151167.343750 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -151167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151168.187500 Penalty: 2331.785400
	Iteration 21Q: 3 clusters Score -151168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151169.093750 Penalty: 2331.785400
	Iteration 22Q: 3 clusters Score -151169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151171.906250 Penalty: 2331.785400
	Iteration 23Q: 3 clusters Score -151171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151175.968750 Penalty: 2331.785400
	Iteration 24Q: 3 clusters Score -151176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151179.265625 Penalty: 2331.785400
	Iteration 25Q: 3 clusters Score -151179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151179.687500 Penalty: 2331.785400
	Iteration 26Q: 3 clusters Score -151179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151179.890625 Penalty: 2331.785400
	Iteration 27Q: 3 clusters Score -151179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151179.890625 Penalty: 2331.785400
	Iteration 28F: 3 clusters Score -151179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68912.953125 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68912.95 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69102.914062 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69102.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69155.703125 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69155.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69193.257812 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69193.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69226.500000 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69226.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69260.460938 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69260.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69279.625000 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69279.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69299.007812 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69299.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69316.164062 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69316.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69329.101562 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69341.226562 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69341.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69356.750000 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69356.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69366.187500 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69366.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69378.921875 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -69378.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69397.851562 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -69397.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69416.757812 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -69416.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69425.421875 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -69425.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69433.882812 Penalty: 2057.159424
	Iteration 17Q: 3 clusters Score -69433.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69440.109375 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -69440.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69440.820312 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -69440.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69440.820312 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -69440.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372293.312500 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -369683.656250 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369683.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -370294.406250 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370294.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -370440.375000 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370440.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -370531.250000 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370531.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -370594.312500 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -370594.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370631.687500 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370631.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370661.562500 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370661.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370681.593750 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370681.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -370701.906250 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370701.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -370713.937500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370732.343750 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -370732.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -370752.343750 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -370752.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -370765.437500 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -370765.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -370777.250000 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -370777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370788.968750 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -370789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370804.843750 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -370804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370822.187500 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -370822.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370834.343750 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -370834.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -370847.656250 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -370847.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -370859.531250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -370859.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -370868.656250 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -370868.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -370875.718750 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -370875.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370884.437500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -370884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -370889.375000 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -370889.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370894.562500 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -370894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -370901.000000 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -370901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370911.562500 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -370911.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370926.281250 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -370926.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -370939.906250 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -370939.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -370952.312500 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -370952.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -370957.593750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -370957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -370964.593750 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -370964.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -370972.281250 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -370972.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370980.625000 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -370980.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -370990.250000 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -370990.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -371000.437500 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -371000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -371003.375000 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -371003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -371007.343750 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -371007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -371010.156250 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -371010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -371012.937500 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -371012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -371015.031250 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -371015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -371015.906250 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -371015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -371016.906250 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -371016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -371018.781250 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -371018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -371019.531250 Penalty: 2592.281982
	Iteration 44Q: 3 clusters Score -371019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -371021.218750 Penalty: 2592.281982
	Iteration 45Q: 3 clusters Score -371021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -371022.125000 Penalty: 2592.281982
	Iteration 46Q: 3 clusters Score -371022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -371022.125000 Penalty: 2592.281982
	Iteration 47F: 3 clusters Score -371022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -186273.406250 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -186273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184556.546875 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -184556.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184887.421875 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -184887.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -184981.906250 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -184981.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -185050.078125 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -185050.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185083.390625 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -185083.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185112.078125 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -185112.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -185134.453125 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -185134.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185160.140625 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -185160.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -185173.500000 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -185173.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -185187.359375 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -185187.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -185199.046875 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -185199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185204.453125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -185204.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185213.328125 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -185213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -185222.796875 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -185222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -185229.578125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -185229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -185232.703125 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -185232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185233.687500 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -185233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -185234.515625 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -185234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -185236.359375 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -185236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -185237.859375 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -185237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -185239.218750 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -185239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -185241.625000 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -185241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -185243.953125 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -185244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -185245.250000 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -185245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -185245.609375 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -185245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -185245.609375 Penalty: 2356.456543
	Iteration 25F: 3 clusters Score -185245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -733480.625000 Penalty: 1401.557739
	Iteration 0F: 2 clusters Score -733480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729130.500000 Penalty: 2803.115479
	Iteration 0F: 3 clusters Score -729130.5 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -730475.562500 Penalty: 2803.115479
	Iteration 1F: 3 clusters Score -730475.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -730771.562500 Penalty: 2803.115479
	Iteration 2F: 3 clusters Score -730771.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -731063.250000 Penalty: 2803.115479
	Iteration 3F: 3 clusters Score -731063.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -731433.062500 Penalty: 2803.115479
	Iteration 4F: 3 clusters Score -731433.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -731913.312500 Penalty: 2803.115479
	Iteration 5F: 3 clusters Score -731913.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -732456.250000 Penalty: 2803.115479
	Iteration 6F: 3 clusters Score -732456.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -732943.062500 Penalty: 2803.115479
	Iteration 7F: 3 clusters Score -732943.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -733354.250000 Penalty: 2803.115479
	Iteration 8Q: 3 clusters Score -733354.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -733560.375000 Penalty: 2803.115479
	Iteration 9Q: 3 clusters Score -733560.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -733630.500000 Penalty: 2803.115479
	Iteration 10Q: 3 clusters Score -733630.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -733664.312500 Penalty: 2803.115479
	Iteration 11Q: 3 clusters Score -733664.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -733677.687500 Penalty: 2803.115479
	Iteration 12Q: 3 clusters Score -733677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -733686.062500 Penalty: 2803.115479
	Iteration 13Q: 3 clusters Score -733686.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -733690.062500 Penalty: 2803.115479
	Iteration 14Q: 3 clusters Score -733690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -733692.875000 Penalty: 2803.115479
	Iteration 15Q: 3 clusters Score -733692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -733693.125000 Penalty: 2803.115479
	Iteration 16Q: 3 clusters Score -733693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -733696.625000 Penalty: 2803.115479
	Iteration 17Q: 3 clusters Score -733696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -733697.187500 Penalty: 2803.115479
	Iteration 18Q: 3 clusters Score -733697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -733699.375000 Penalty: 2803.115479
	Iteration 19Q: 3 clusters Score -733699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -733700.125000 Penalty: 2803.115479
	Iteration 20F: 3 clusters Score -733700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -733699.750000 Penalty: 2803.115479
	Iteration 21Q: 3 clusters Score -733699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -733699.375000 Penalty: 2803.115479
	Iteration 22Q: 3 clusters Score -733699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -733700.437500 Penalty: 2803.115479
	Iteration 23Q: 3 clusters Score -733700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -733700.437500 Penalty: 2803.115479
	Iteration 24Q: 3 clusters Score -733700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -733700.437500 Penalty: 2803.115479
	Iteration 25F: 3 clusters Score -733700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73164 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18775 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14131 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 3442 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Mstep: Class 73 contains 55159 members 
Mstep: Class 74 contains 2127 members 
Entering Unmasked Estep 
Score: -68998648.000000 Penalty: 158513.796875
Splitting cluster 55 changes total score from -68998952.000000 to -68998648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92297.296875 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92297.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92521.140625 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92521.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92590.773438 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92590.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92629.507812 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -92629.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92644.054688 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92644.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92651.375000 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92651.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92659.468750 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92659.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92661.406250 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92661.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92663.593750 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92663.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92664.203125 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92664.203125 Penalty: 2142.293945
	Iteration 10F: 3 clusters Score -92664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81095.804688 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81095.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81276.890625 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81276.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81335.914062 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81335.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81379.976562 Penalty: 2105.016113
	Iteration 3F: 3 clusters Score -81379.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81413.171875 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81413.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81440.289062 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81440.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81475.148438 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81475.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81518.398438 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81518.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81580.812500 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81580.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81661.125000 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81661.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81709.390625 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81709.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81744.539062 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81744.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81773.789062 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81773.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81784.414062 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81784.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81786.242188 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81786.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81790.015625 Penalty: 2105.016113
	Iteration 15F: 3 clusters Score -81790.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81801.656250 Penalty: 2105.016113
	Iteration 16Q: 3 clusters Score -81801.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81809.117188 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -81809.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81812.437500 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -81812.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81814.062500 Penalty: 2105.016113
	Iteration 19Q: 3 clusters Score -81814.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81815.460938 Penalty: 2105.016113
	Iteration 20F: 3 clusters Score -81815.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -604719.812500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604719.8 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -605557.687500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605557.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -605710.437500 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605710.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -605821.437500 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605821.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -605906.250000 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605906.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -605994.437500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605994.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -606060.625000 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -606060.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -606113.437500 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -606113.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -606158.375000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606158.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -606203.062500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606203.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -606245.750000 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606245.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -606308.625000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606308.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -606395.000000 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -606567.125000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606567.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -606765.062500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606765.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -606934.250000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606934.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -607097.000000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -607097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -607230.187500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -607230.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -607338.375000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -607338.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -607425.062500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -607425.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -607466.750000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -607466.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -607494.062500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -607494.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -607508.937500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -607508.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -607516.687500 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -607516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -607521.500000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -607521.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -607522.187500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -607522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -607522.812500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -607522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -607522.687500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -607522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -607523.312500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -607523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -607522.937500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -607522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -607524.312500 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -607524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -607524.250000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -607524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -607524.687500 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -607524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -607524.687500 Penalty: 2676.061279
	Iteration 33F: 3 clusters Score -607524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 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 1311 members 
Entering Unmasked Estep 
Score: -334423.812500 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334423.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334979.343750 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334979.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -335128.906250 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335128.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -335209.406250 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -335209.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -335280.000000 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -335350.281250 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335350.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -335424.250000 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335424.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -335511.250000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335511.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -335576.375000 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335576.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -335616.406250 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335616.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -335638.093750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335638.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -335651.906250 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335651.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -335670.875000 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335670.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -335691.187500 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335691.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -335706.906250 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335706.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -335717.625000 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -335724.968750 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -335725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -335732.687500 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -335732.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -335743.781250 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -335743.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335755.500000 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -335755.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -335764.312500 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -335764.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -335770.875000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -335770.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -335776.718750 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -335776.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -335788.031250 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -335788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -335801.281250 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -335801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -335812.406250 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -335812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -335819.656250 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -335819.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -335827.968750 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -335828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -335831.437500 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -335831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -335835.218750 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -335835.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -335842.312500 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -335842.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -335849.156250 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -335849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -335856.468750 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -335856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -335860.437500 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -335860.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -335866.031250 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -335866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335874.343750 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -335874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -335880.437500 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -335880.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -335887.593750 Penalty: 2547.845947
	Iteration 37Q: 3 clusters Score -335887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -335894.875000 Penalty: 2547.845947
	Iteration 38Q: 3 clusters Score -335894.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -335903.437500 Penalty: 2547.845947
	Iteration 39Q: 3 clusters Score -335903.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -335910.812500 Penalty: 2547.845947
	Iteration 40F: 3 clusters Score -335910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -335916.562500 Penalty: 2547.845947
	Iteration 41Q: 3 clusters Score -335916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -335926.062500 Penalty: 2547.845947
	Iteration 42Q: 3 clusters Score -335926.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -335934.750000 Penalty: 2547.845947
	Iteration 43Q: 3 clusters Score -335934.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -335943.656250 Penalty: 2547.845947
	Iteration 44Q: 3 clusters Score -335943.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -335959.000000 Penalty: 2547.845947
	Iteration 45Q: 3 clusters Score -335959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -335979.093750 Penalty: 2547.845947
	Iteration 46Q: 3 clusters Score -335979.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -335997.843750 Penalty: 2547.845947
	Iteration 47Q: 3 clusters Score -335997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -336013.437500 Penalty: 2547.845947
	Iteration 48Q: 3 clusters Score -336013.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -336023.156250 Penalty: 2547.845947
	Iteration 49Q: 3 clusters Score -336023.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -336032.718750 Penalty: 2547.845947
	Iteration 50Q: 3 clusters Score -336032.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -336042.000000 Penalty: 2547.845947
	Iteration 51Q: 3 clusters Score -336042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -336057.843750 Penalty: 2547.845947
	Iteration 52Q: 3 clusters Score -336057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -336070.343750 Penalty: 2547.845947
	Iteration 53Q: 3 clusters Score -336070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -336080.156250 Penalty: 2547.845947
	Iteration 54Q: 3 clusters Score -336080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -336087.781250 Penalty: 2547.845947
	Iteration 55Q: 3 clusters Score -336087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -336090.406250 Penalty: 2547.845947
	Iteration 56Q: 3 clusters Score -336090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -336094.093750 Penalty: 2547.845947
	Iteration 57Q: 3 clusters Score -336094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -336095.500000 Penalty: 2547.845947
	Iteration 58Q: 3 clusters Score -336095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -336097.125000 Penalty: 2547.845947
	Iteration 59Q: 3 clusters Score -336097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -336098.562500 Penalty: 2547.845947
	Iteration 60F: 3 clusters Score -336098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -336099.750000 Penalty: 2547.845947
	Iteration 61Q: 3 clusters Score -336099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -336099.750000 Penalty: 2547.845947
	Iteration 62F: 3 clusters Score -336099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127558.851562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -127558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126065.273438 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -126065.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126461.164062 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -126461.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126693.203125 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -126693.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126865.296875 Penalty: 2284.741211
	Iteration 3F: 3 clusters Score -126865.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127040.578125 Penalty: 2284.741211
	Iteration 4F: 3 clusters Score -127040.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127169.898438 Penalty: 2284.741211
	Iteration 5F: 3 clusters Score -127169.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127253.968750 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -127254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127308.109375 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -127308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127337.078125 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -127337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127352.179688 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -127352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127355.828125 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -127355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127356.984375 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -127357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127358.367188 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -127358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127358.367188 Penalty: 2284.741211
	Iteration 13F: 3 clusters Score -127358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 211 members 
Entering Unmasked Estep 
Score: -46538.195312 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46538.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46661.734375 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46661.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46724.531250 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46724.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46756.144531 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46756.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46773.121094 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46773.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46799.101562 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46818.707031 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46818.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46832.722656 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46832.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46859.601562 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46892.269531 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46892.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46912.320312 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -46912.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46927.289062 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -46927.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46975.859375 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -46975.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47007.488281 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -47007.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47016.847656 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -47016.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47016.847656 Penalty: 1937.326660
	Iteration 15F: 3 clusters Score -47016.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -368059.750000 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -368059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -365397.781250 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -365397.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -366027.875000 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -366027.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -366162.218750 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -366162.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -366263.875000 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -366263.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -366357.406250 Penalty: 2589.028076
	Iteration 4Q: 3 clusters Score -366357.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -366425.406250 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -366425.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -366482.031250 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -366482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -366532.812500 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -366532.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -366578.500000 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -366578.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366618.312500 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -366618.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366651.250000 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -366651.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -366681.343750 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -366681.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -366715.218750 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -366715.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -366750.781250 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -366750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -366792.718750 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -366792.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -366811.625000 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -366811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -366824.187500 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -366824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -366828.875000 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -366828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -366835.437500 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -366835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -366839.750000 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -366839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -366843.125000 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -366843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -366846.437500 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -366846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -366847.937500 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -366847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -366850.000000 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -366850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -366851.062500 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -366851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -366853.031250 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -366853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -366855.875000 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -366855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -366857.593750 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -366857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -366861.156250 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -366861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -366867.093750 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -366867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -366870.843750 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -366870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -366874.375000 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -366874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -366877.500000 Penalty: 2589.028076
	Iteration 32Q: 3 clusters Score -366877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -366883.312500 Penalty: 2589.028076
	Iteration 33Q: 3 clusters Score -366883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -366891.593750 Penalty: 2589.028076
	Iteration 34Q: 3 clusters Score -366891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -366897.562500 Penalty: 2589.028076
	Iteration 35Q: 3 clusters Score -366897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -366901.281250 Penalty: 2589.028076
	Iteration 36Q: 3 clusters Score -366901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -366907.343750 Penalty: 2589.028076
	Iteration 37Q: 3 clusters Score -366907.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -366910.562500 Penalty: 2589.028076
	Iteration 38Q: 3 clusters Score -366910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -366915.312500 Penalty: 2589.028076
	Iteration 39Q: 3 clusters Score -366915.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -366917.625000 Penalty: 2589.028076
	Iteration 40F: 3 clusters Score -366917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -366920.218750 Penalty: 2589.028076
	Iteration 41Q: 3 clusters Score -366920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -366925.343750 Penalty: 2589.028076
	Iteration 42Q: 3 clusters Score -366925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -366928.218750 Penalty: 2589.028076
	Iteration 43Q: 3 clusters Score -366928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -366930.750000 Penalty: 2589.028076
	Iteration 44Q: 3 clusters Score -366930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -366934.062500 Penalty: 2589.028076
	Iteration 45Q: 3 clusters Score -366934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -366936.406250 Penalty: 2589.028076
	Iteration 46Q: 3 clusters Score -366936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -366938.187500 Penalty: 2589.028076
	Iteration 47Q: 3 clusters Score -366938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -366938.968750 Penalty: 2589.028076
	Iteration 48Q: 3 clusters Score -366939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -366940.000000 Penalty: 2589.028076
	Iteration 49Q: 3 clusters Score -366940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -366940.093750 Penalty: 2589.028076
	Iteration 50Q: 3 clusters Score -366940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -366940.093750 Penalty: 2589.028076
	Iteration 51F: 3 clusters Score -366940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136995.062500 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136995.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137340.343750 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137340.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137509.250000 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137509.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137655.718750 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137655.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137762.750000 Penalty: 2275.700684
	Iteration 4F: 3 clusters Score -137762.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137864.687500 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137864.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137938.671875 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137938.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137991.953125 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138070.578125 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -138070.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138118.703125 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -138118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138159.312500 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -138159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138191.593750 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -138191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -138204.734375 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -138204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138213.953125 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -138214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138227.765625 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -138227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138244.796875 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -138244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138256.531250 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -138256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138259.906250 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -138259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138261.203125 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -138261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138262.359375 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -138262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138263.953125 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -138264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -208276.406250 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208276.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -208658.890625 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208658.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -208778.218750 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208778.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -208878.421875 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -208878.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209013.359375 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -209013.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209162.062500 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -209162.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -209300.015625 Penalty: 2400.603027
	Iteration 6F: 3 clusters Score -209300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209381.937500 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -209381.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209426.921875 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -209426.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -209464.390625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -209464.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209493.921875 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209493.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -209518.875000 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -209532.765625 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209537.375000 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -209537.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -209542.750000 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -209542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -209546.812500 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -209546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -209548.859375 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -209548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -209553.281250 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -209553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209555.625000 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -209555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -209559.343750 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -209559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -209561.296875 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -209561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -209563.390625 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -209563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209565.125000 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -209565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209565.125000 Penalty: 2400.603027
	Iteration 23F: 3 clusters Score -209565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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 155 members 
Entering Unmasked Estep 
Score: -51075.390625 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51075.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51154.562500 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51154.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51166.093750 Penalty: 1837.058960
	Iteration 2Q: 3 clusters Score -51166.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51172.406250 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51172.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51175.164062 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51175.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51175.164062 Penalty: 1837.058960
	Iteration 5F: 3 clusters Score -51175.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32136.941406 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32136.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32206.185547 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32206.19 nChanged 9
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: -32232.343750 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32232.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32245.664062 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32245.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32253.849609 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32253.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32253.849609 Penalty: 1812.183472
	Iteration 5F: 3 clusters Score -32253.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -486728.250000 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486728.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -487557.375000 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487557.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -487704.156250 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487704.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487809.906250 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -487809.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -487891.812500 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -487891.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -487959.406250 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -487959.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -488013.781250 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -488013.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -488063.687500 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488063.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488106.437500 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488106.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -488146.625000 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488146.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488179.718750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488179.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -488206.187500 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488206.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488222.093750 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488222.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -488239.312500 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488239.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -488261.187500 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488261.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -488286.593750 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488286.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -488309.593750 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488309.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -488331.937500 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488331.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -488360.625000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488360.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -488377.968750 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -488392.875000 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488392.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -488408.062500 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488408.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -488425.000000 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -488437.750000 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488437.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -488448.812500 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488448.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -488458.437500 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -488469.812500 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488469.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -488482.468750 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488482.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -488492.500000 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -488502.937500 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -488502.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -488517.562500 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -488517.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -488531.156250 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -488531.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -488545.218750 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -488545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -488558.468750 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -488558.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -488570.187500 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -488570.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -488585.718750 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -488585.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -488597.937500 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -488597.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -488605.812500 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -488605.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -488612.843750 Penalty: 2680.686768
	Iteration 38Q: 3 clusters Score -488612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -488618.375000 Penalty: 2680.686768
	Iteration 39Q: 3 clusters Score -488618.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -488630.000000 Penalty: 2680.686768
	Iteration 40F: 3 clusters Score -488630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -488637.375000 Penalty: 2680.686768
	Iteration 41Q: 3 clusters Score -488637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -488647.468750 Penalty: 2680.686768
	Iteration 42Q: 3 clusters Score -488647.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -488661.406250 Penalty: 2680.686768
	Iteration 43Q: 3 clusters Score -488661.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -488675.750000 Penalty: 2680.686768
	Iteration 44Q: 3 clusters Score -488675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -488690.531250 Penalty: 2680.686768
	Iteration 45Q: 3 clusters Score -488690.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -488701.625000 Penalty: 2680.686768
	Iteration 46Q: 3 clusters Score -488701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -488711.750000 Penalty: 2680.686768
	Iteration 47Q: 3 clusters Score -488711.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -488721.625000 Penalty: 2680.686768
	Iteration 48Q: 3 clusters Score -488721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -488734.062500 Penalty: 2680.686768
	Iteration 49Q: 3 clusters Score -488734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488748.187500 Penalty: 2680.686768
	Iteration 50Q: 3 clusters Score -488748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -488761.187500 Penalty: 2680.686768
	Iteration 51Q: 3 clusters Score -488761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -488768.093750 Penalty: 2680.686768
	Iteration 52Q: 3 clusters Score -488768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -488773.687500 Penalty: 2680.686768
	Iteration 53Q: 3 clusters Score -488773.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -488782.000000 Penalty: 2680.686768
	Iteration 54Q: 3 clusters Score -488782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -488788.687500 Penalty: 2680.686768
	Iteration 55Q: 3 clusters Score -488788.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -488795.468750 Penalty: 2680.686768
	Iteration 56Q: 3 clusters Score -488795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -488800.906250 Penalty: 2680.686768
	Iteration 57Q: 3 clusters Score -488800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -488809.718750 Penalty: 2680.686768
	Iteration 58Q: 3 clusters Score -488809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -488818.000000 Penalty: 2680.686768
	Iteration 59Q: 3 clusters Score -488818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -488823.343750 Penalty: 2680.686768
	Iteration 60F: 3 clusters Score -488823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -488830.125000 Penalty: 2680.686768
	Iteration 61Q: 3 clusters Score -488830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -488837.781250 Penalty: 2680.686768
	Iteration 62Q: 3 clusters Score -488837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -488844.562500 Penalty: 2680.686768
	Iteration 63Q: 3 clusters Score -488844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -488848.906250 Penalty: 2680.686768
	Iteration 64Q: 3 clusters Score -488848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -488851.812500 Penalty: 2680.686768
	Iteration 65Q: 3 clusters Score -488851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -488854.062500 Penalty: 2680.686768
	Iteration 66Q: 3 clusters Score -488854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -488854.031250 Penalty: 2680.686768
	Iteration 67Q: 3 clusters Score -488854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -488854.031250 Penalty: 2680.686768
	Iteration 68F: 3 clusters Score -488854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 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 141 members 
Entering Unmasked Estep 
Score: -7360.256348 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7360.256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7549.268066 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7549.268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7597.688965 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7597.689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7654.104492 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7654.104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7686.978027 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7686.978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7714.163574 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7714.164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7722.296387 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7722.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7737.219238 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7737.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7759.062012 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -7759.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7761.676270 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -7761.676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7761.676270 Penalty: 1828.976929
	Iteration 10F: 3 clusters Score -7761.676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Entering Unmasked Estep 
Score: -1572452.125000 Penalty: 1527.468018
	Iteration 0F: 2 clusters Score -1572452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1563981.625000 Penalty: 3054.936035
	Iteration 0F: 3 clusters Score -1563982 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1566680.250000 Penalty: 3054.936035
	Iteration 1F: 3 clusters Score -1566680 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1566927.250000 Penalty: 3054.936035
	Iteration 2F: 3 clusters Score -1566927 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1567167.000000 Penalty: 3054.936035
	Iteration 3Q: 3 clusters Score -1567167 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1567416.625000 Penalty: 3054.936035
	Iteration 4Q: 3 clusters Score -1567417 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1567700.125000 Penalty: 3054.936035
	Iteration 5Q: 3 clusters Score -1567700 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1567991.375000 Penalty: 3054.936035
	Iteration 6Q: 3 clusters Score -1567991 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1568299.375000 Penalty: 3054.936035
	Iteration 7Q: 3 clusters Score -1568299 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1568641.750000 Penalty: 3054.936035
	Iteration 8Q: 3 clusters Score -1568642 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1568998.625000 Penalty: 3054.936035
	Iteration 9Q: 3 clusters Score -1568999 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1569315.500000 Penalty: 3054.936035
	Iteration 10Q: 3 clusters Score -1569316 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1569529.125000 Penalty: 3054.936035
	Iteration 11Q: 3 clusters Score -1569529 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1569667.875000 Penalty: 3054.936035
	Iteration 12Q: 3 clusters Score -1569668 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1569793.625000 Penalty: 3054.936035
	Iteration 13Q: 3 clusters Score -1569794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1569887.250000 Penalty: 3054.936035
	Iteration 14Q: 3 clusters Score -1569887 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1569961.500000 Penalty: 3054.936035
	Iteration 15Q: 3 clusters Score -1569962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1570017.625000 Penalty: 3054.936035
	Iteration 16Q: 3 clusters Score -1570018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1570070.500000 Penalty: 3054.936035
	Iteration 17Q: 3 clusters Score -1570070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1570110.250000 Penalty: 3054.936035
	Iteration 18Q: 3 clusters Score -1570110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1570148.125000 Penalty: 3054.936035
	Iteration 19Q: 3 clusters Score -1570148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1570191.500000 Penalty: 3054.936035
	Iteration 20F: 3 clusters Score -1570192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1570213.125000 Penalty: 3054.936035
	Iteration 21Q: 3 clusters Score -1570213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1570241.375000 Penalty: 3054.936035
	Iteration 22Q: 3 clusters Score -1570241 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1570282.125000 Penalty: 3054.936035
	Iteration 23Q: 3 clusters Score -1570282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1570317.125000 Penalty: 3054.936035
	Iteration 24Q: 3 clusters Score -1570317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1570349.000000 Penalty: 3054.936035
	Iteration 25Q: 3 clusters Score -1570349 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1570399.875000 Penalty: 3054.936035
	Iteration 26Q: 3 clusters Score -1570400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1570457.000000 Penalty: 3054.936035
	Iteration 27Q: 3 clusters Score -1570457 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1570509.500000 Penalty: 3054.936035
	Iteration 28Q: 3 clusters Score -1570510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1570571.500000 Penalty: 3054.936035
	Iteration 29Q: 3 clusters Score -1570572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1570647.750000 Penalty: 3054.936035
	Iteration 30Q: 3 clusters Score -1570648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1570719.625000 Penalty: 3054.936035
	Iteration 31Q: 3 clusters Score -1570720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1570807.125000 Penalty: 3054.936035
	Iteration 32Q: 3 clusters Score -1570807 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1570898.250000 Penalty: 3054.936035
	Iteration 33Q: 3 clusters Score -1570898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1570991.625000 Penalty: 3054.936035
	Iteration 34Q: 3 clusters Score -1570992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1571085.250000 Penalty: 3054.936035
	Iteration 35Q: 3 clusters Score -1571085 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1571192.000000 Penalty: 3054.936035
	Iteration 36Q: 3 clusters Score -1571192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1571283.000000 Penalty: 3054.936035
	Iteration 37Q: 3 clusters Score -1571283 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1571371.625000 Penalty: 3054.936035
	Iteration 38Q: 3 clusters Score -1571372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1571442.750000 Penalty: 3054.936035
	Iteration 39Q: 3 clusters Score -1571443 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1571491.500000 Penalty: 3054.936035
	Iteration 40F: 3 clusters Score -1571492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1571521.000000 Penalty: 3054.936035
	Iteration 41Q: 3 clusters Score -1571521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1571530.625000 Penalty: 3054.936035
	Iteration 42Q: 3 clusters Score -1571531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1571542.375000 Penalty: 3054.936035
	Iteration 43Q: 3 clusters Score -1571542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1571554.375000 Penalty: 3054.936035
	Iteration 44Q: 3 clusters Score -1571554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1571558.625000 Penalty: 3054.936035
	Iteration 45Q: 3 clusters Score -1571559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1571571.875000 Penalty: 3054.936035
	Iteration 46Q: 3 clusters Score -1571572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1571582.000000 Penalty: 3054.936035
	Iteration 47Q: 3 clusters Score -1571582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1571584.500000 Penalty: 3054.936035
	Iteration 48Q: 3 clusters Score -1571584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1571586.250000 Penalty: 3054.936035
	Iteration 49Q: 3 clusters Score -1571586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1571591.875000 Penalty: 3054.936035
	Iteration 50Q: 3 clusters Score -1571592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1571596.875000 Penalty: 3054.936035
	Iteration 51Q: 3 clusters Score -1571597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1571601.625000 Penalty: 3054.936035
	Iteration 52Q: 3 clusters Score -1571602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1571601.500000 Penalty: 3054.936035
	Iteration 53Q: 3 clusters Score -1571602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1571602.750000 Penalty: 3054.936035
	Iteration 54Q: 3 clusters Score -1571603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1571607.000000 Penalty: 3054.936035
	Iteration 55Q: 3 clusters Score -1571607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1571610.250000 Penalty: 3054.936035
	Iteration 56Q: 3 clusters Score -1571610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1571611.375000 Penalty: 3054.936035
	Iteration 57Q: 3 clusters Score -1571611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1571609.625000 Penalty: 3054.936035
	Iteration 58Q: 3 clusters Score -1571610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1571613.250000 Penalty: 3054.936035
	Iteration 59Q: 3 clusters Score -1571613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1571613.625000 Penalty: 3054.936035
	Iteration 60F: 3 clusters Score -1571614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1571613.125000 Penalty: 3054.936035
	Iteration 61Q: 3 clusters Score -1571613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1571615.250000 Penalty: 3054.936035
	Iteration 62Q: 3 clusters Score -1571615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1571617.250000 Penalty: 3054.936035
	Iteration 63Q: 3 clusters Score -1571617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1571620.500000 Penalty: 3054.936035
	Iteration 64Q: 3 clusters Score -1571620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1571621.000000 Penalty: 3054.936035
	Iteration 65Q: 3 clusters Score -1571621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1571623.500000 Penalty: 3054.936035
	Iteration 66Q: 3 clusters Score -1571624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1571625.750000 Penalty: 3054.936035
	Iteration 67Q: 3 clusters Score -1571626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1571624.750000 Penalty: 3054.936035
	Iteration 68Q: 3 clusters Score -1571625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1571624.500000 Penalty: 3054.936035
	Iteration 69Q: 3 clusters Score -1571624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1571624.500000 Penalty: 3054.936035
	Iteration 70F: 3 clusters Score -1571624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48258.085938 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48258.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48408.093750 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48408.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48486.484375 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48486.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48515.824219 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48515.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48536.242188 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48536.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48549.152344 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48549.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48554.964844 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48554.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48559.046875 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48559.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48560.730469 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -48560.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48561.675781 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -48561.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48561.675781 Penalty: 1898.208496
	Iteration 10F: 3 clusters Score -48561.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 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 282 members 
Entering Unmasked Estep 
Score: -72615.617188 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72615.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72768.296875 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72768.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72836.125000 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72836.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72869.960938 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72869.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72885.390625 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72885.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72888.093750 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72888.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72891.992188 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72891.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72898.773438 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72898.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72901.906250 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72901.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72903.085938 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -72903.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72903.085938 Penalty: 2069.102783
	Iteration 10F: 3 clusters Score -72903.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Entering Unmasked Estep 
Score: -1228850.000000 Penalty: 1484.992310
	Iteration 0F: 2 clusters Score -1228850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1222150.875000 Penalty: 2969.984619
	Iteration 0F: 3 clusters Score -1222151 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1224429.625000 Penalty: 2969.984619
	Iteration 1F: 3 clusters Score -1224430 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1224773.625000 Penalty: 2969.984619
	Iteration 2F: 3 clusters Score -1224774 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1225077.875000 Penalty: 2969.984619
	Iteration 3F: 3 clusters Score -1225078 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1225355.500000 Penalty: 2969.984619
	Iteration 4F: 3 clusters Score -1225356 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1225633.500000 Penalty: 2969.984619
	Iteration 5Q: 3 clusters Score -1225634 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1225901.000000 Penalty: 2969.984619
	Iteration 6Q: 3 clusters Score -1225901 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1226127.000000 Penalty: 2969.984619
	Iteration 7Q: 3 clusters Score -1226127 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1226346.000000 Penalty: 2969.984619
	Iteration 8Q: 3 clusters Score -1226346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1226552.500000 Penalty: 2969.984619
	Iteration 9Q: 3 clusters Score -1226552 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1226740.500000 Penalty: 2969.984619
	Iteration 10Q: 3 clusters Score -1226740 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1226943.875000 Penalty: 2969.984619
	Iteration 11Q: 3 clusters Score -1226944 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1227172.625000 Penalty: 2969.984619
	Iteration 12Q: 3 clusters Score -1227173 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1227401.500000 Penalty: 2969.984619
	Iteration 13Q: 3 clusters Score -1227402 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1227633.000000 Penalty: 2969.984619
	Iteration 14Q: 3 clusters Score -1227633 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1227840.250000 Penalty: 2969.984619
	Iteration 15Q: 3 clusters Score -1227840 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1228025.875000 Penalty: 2969.984619
	Iteration 16Q: 3 clusters Score -1228026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1228139.500000 Penalty: 2969.984619
	Iteration 17Q: 3 clusters Score -1228140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1228203.750000 Penalty: 2969.984619
	Iteration 18Q: 3 clusters Score -1228204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1228233.625000 Penalty: 2969.984619
	Iteration 19Q: 3 clusters Score -1228234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1228251.500000 Penalty: 2969.984619
	Iteration 20F: 3 clusters Score -1228252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1228259.875000 Penalty: 2969.984619
	Iteration 21Q: 3 clusters Score -1228260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1228263.000000 Penalty: 2969.984619
	Iteration 22Q: 3 clusters Score -1228263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1228267.000000 Penalty: 2969.984619
	Iteration 23Q: 3 clusters Score -1228267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1228277.000000 Penalty: 2969.984619
	Iteration 24Q: 3 clusters Score -1228277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1228281.000000 Penalty: 2969.984619
	Iteration 25Q: 3 clusters Score -1228281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1228282.250000 Penalty: 2969.984619
	Iteration 26Q: 3 clusters Score -1228282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1228286.000000 Penalty: 2969.984619
	Iteration 27Q: 3 clusters Score -1228286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1228287.000000 Penalty: 2969.984619
	Iteration 28Q: 3 clusters Score -1228287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1228288.875000 Penalty: 2969.984619
	Iteration 29Q: 3 clusters Score -1228289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1228288.625000 Penalty: 2969.984619
	Iteration 30Q: 3 clusters Score -1228289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1228286.125000 Penalty: 2969.984619
	Iteration 31Q: 3 clusters Score -1228286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1228289.625000 Penalty: 2969.984619
	Iteration 32Q: 3 clusters Score -1228290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1228288.125000 Penalty: 2969.984619
	Iteration 33Q: 3 clusters Score -1228288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1228289.000000 Penalty: 2969.984619
	Iteration 34Q: 3 clusters Score -1228289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1228289.000000 Penalty: 2969.984619
	Iteration 35F: 3 clusters Score -1228289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73164 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18775 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14131 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2500 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12086 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999840.000000 Penalty: 156371.718750
Iteration 319Q: 74 clusters Score -6.899984e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 73595 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14671 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18720 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2503 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12219 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9417 members 
Mstep: Class 73 contains 54327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000128.000000 Penalty: 156371.718750
Iteration 320F: 74 clusters Score -6.900013e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 72508 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14670 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34209 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4924 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18644 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14172 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2496 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12149 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9387 members 
Mstep: Class 73 contains 55766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000624.000000 Penalty: 156371.718750
Iteration 321Q: 74 clusters Score -6.900062e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 71389 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34208 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 18651 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14076 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2490 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12098 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9371 members 
Mstep: Class 73 contains 57054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001200.000000 Penalty: 156371.718750
Iteration 322Q: 74 clusters Score -6.90012e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70120 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18665 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 14029 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2483 members 
Mstep: Class 51 contains 1306 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12069 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9365 members 
Mstep: Class 73 contains 58400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001552.000000 Penalty: 156371.718750
Iteration 323Q: 74 clusters Score -6.900155e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68889 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34211 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18681 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13994 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2476 members 
Mstep: Class 51 contains 1305 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12049 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9361 members 
Mstep: Class 73 contains 59684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001664.000000 Penalty: 156371.718750
Iteration 324Q: 74 clusters Score -6.900166e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67610 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7645 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18717 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13951 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2473 members 
Mstep: Class 51 contains 1304 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12032 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9357 members 
Mstep: Class 73 contains 60996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001776.000000 Penalty: 156371.718750
Iteration 325Q: 74 clusters Score -6.900178e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 66516 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74614 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18660 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13899 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 1304 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12028 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9375 members 
Mstep: Class 73 contains 62180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001976.000000 Penalty: 156371.718750
Iteration 326Q: 74 clusters Score -6.900198e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 65732 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18521 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13846 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2468 members 
Mstep: Class 51 contains 1303 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12027 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9390 members 
Mstep: Class 73 contains 63143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001936.000000 Penalty: 156371.718750
Iteration 327Q: 74 clusters Score -6.900194e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 65180 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 74613 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18316 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13810 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2467 members 
Mstep: Class 51 contains 1302 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12050 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9393 members 
Mstep: Class 73 contains 63914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001920.000000 Penalty: 156371.718750
Iteration 328Q: 74 clusters Score -6.900192e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 64635 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7653 members 
Mstep: Class 27 contains 74612 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34225 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4151 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 18103 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13779 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2468 members 
Mstep: Class 51 contains 1301 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12061 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9396 members 
Mstep: Class 73 contains 64688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69002024.000000 Penalty: 156371.718750
Iteration 329Q: 74 clusters Score -6.900202e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 64057 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 74610 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34227 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4151 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17907 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13760 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2467 members 
Mstep: Class 51 contains 1299 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5569 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12075 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9409 members 
Mstep: Class 73 contains 65460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69002096.000000 Penalty: 156371.718750
Iteration 330Q: 74 clusters Score -6.90021e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 63438 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 74610 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4149 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17787 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13746 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 1299 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5571 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12104 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9409 members 
Mstep: Class 73 contains 66185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001880.000000 Penalty: 156371.718750
Iteration 331Q: 74 clusters Score -6.900188e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 62846 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7653 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17716 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13723 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2471 members 
Mstep: Class 51 contains 1298 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5572 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12132 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9414 members 
Mstep: Class 73 contains 66846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001872.000000 Penalty: 156371.718750
Iteration 332Q: 74 clusters Score -6.900187e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 62258 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34225 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4142 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17647 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13711 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 1297 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1409 members 
Mstep: Class 55 contains 5572 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12176 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9413 members 
Mstep: Class 73 contains 67480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001664.000000 Penalty: 156371.718750
Iteration 333Q: 74 clusters Score -6.900166e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61757 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1749 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4141 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17567 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13706 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 1296 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5571 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2882 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12197 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9422 members 
Mstep: Class 73 contains 68037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001640.000000 Penalty: 156371.718750
Iteration 334Q: 74 clusters Score -6.900164e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61274 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7653 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4142 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17504 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13695 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2468 members 
Mstep: Class 51 contains 1294 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5572 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2881 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12206 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9425 members 
Mstep: Class 73 contains 68586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001448.000000 Penalty: 156371.718750
Iteration 335Q: 74 clusters Score -6.900145e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60789 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7651 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4142 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17456 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13689 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 1293 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5575 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2879 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12229 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9431 members 
Mstep: Class 73 contains 69098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69001200.000000 Penalty: 156371.718750
Iteration 336Q: 74 clusters Score -6.90012e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60354 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7646 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34221 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4143 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 17405 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13678 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2467 members 
Mstep: Class 51 contains 1293 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5580 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12277 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9435 members 
Mstep: Class 73 contains 69548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000936.000000 Penalty: 156371.718750
Iteration 337Q: 74 clusters Score -6.900094e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59964 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 17359 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13676 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 1293 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5584 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12306 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9431 members 
Mstep: Class 73 contains 69964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000760.000000 Penalty: 156371.718750
Iteration 338Q: 74 clusters Score -6.900076e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59579 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14663 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 17305 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13681 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2463 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5584 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12322 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9425 members 
Mstep: Class 73 contains 70395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000584.000000 Penalty: 156371.718750
Iteration 339Q: 74 clusters Score -6.900058e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59240 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34219 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 17270 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13686 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12354 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9416 members 
Mstep: Class 73 contains 70743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000312.000000 Penalty: 156371.718750
Iteration 340F: 74 clusters Score -6.900031e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58958 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4923 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 17196 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13698 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2461 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5588 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12366 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9412 members 
Mstep: Class 73 contains 71074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000120.000000 Penalty: 156371.718750
Iteration 341Q: 74 clusters Score -6.900012e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58750 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34228 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4890 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 17119 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13702 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2460 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5588 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12387 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9409 members 
Mstep: Class 73 contains 71336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 342Q: 74 clusters Score -6.900002e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58594 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34226 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4889 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 17039 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13707 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5588 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12407 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9410 members 
Mstep: Class 73 contains 71550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999984.000000 Penalty: 156371.718750
Iteration 343Q: 74 clusters Score -6.899998e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58535 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63699 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34227 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16944 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13716 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2457 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12413 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9421 members 
Mstep: Class 73 contains 71677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999768.000000 Penalty: 156371.718750
Iteration 344Q: 74 clusters Score -6.899977e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58494 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63699 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34227 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16832 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13712 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2455 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12414 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9424 members 
Mstep: Class 73 contains 71834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999696.000000 Penalty: 156371.718750
Iteration 345Q: 74 clusters Score -6.89997e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58488 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63699 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34226 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16701 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13720 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12419 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9430 members 
Mstep: Class 73 contains 71960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999520.000000 Penalty: 156371.718750
Iteration 346Q: 74 clusters Score -6.899952e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58521 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34225 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16561 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13718 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12426 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9427 members 
Mstep: Class 73 contains 72069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999400.000000 Penalty: 156371.718750
Iteration 347Q: 74 clusters Score -6.89994e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58608 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16409 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13731 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12440 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9437 members 
Mstep: Class 73 contains 72097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999184.000000 Penalty: 156371.718750
Iteration 348Q: 74 clusters Score -6.899918e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58752 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16235 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13735 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2454 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12452 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9441 members 
Mstep: Class 73 contains 72108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999144.000000 Penalty: 156371.718750
Iteration 349Q: 74 clusters Score -6.899914e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 58926 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 16055 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13757 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2454 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12460 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9448 members 
Mstep: Class 73 contains 72076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999208.000000 Penalty: 156371.718750
Iteration 350Q: 74 clusters Score -6.899921e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59107 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63696 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 15867 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13764 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12461 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9456 members 
Mstep: Class 73 contains 72069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999176.000000 Penalty: 156371.718750
Iteration 351Q: 74 clusters Score -6.899918e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59304 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 15680 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13763 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12473 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9460 members 
Mstep: Class 73 contains 72045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999064.000000 Penalty: 156371.718750
Iteration 352Q: 74 clusters Score -6.899906e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59513 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 15475 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13758 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12483 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9463 members 
Mstep: Class 73 contains 72033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999216.000000 Penalty: 156371.718750
Iteration 353Q: 74 clusters Score -6.899922e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 59777 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 15254 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13755 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5587 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12498 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9470 members 
Mstep: Class 73 contains 71971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999296.000000 Penalty: 156371.718750
Iteration 354Q: 74 clusters Score -6.89993e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60042 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 15014 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13752 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12510 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9480 members 
Mstep: Class 73 contains 71928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999328.000000 Penalty: 156371.718750
Iteration 355Q: 74 clusters Score -6.899933e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60312 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74605 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4147 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13748 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1130 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12512 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9484 members 
Mstep: Class 73 contains 71897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999272.000000 Penalty: 156371.718750
Iteration 356Q: 74 clusters Score -6.899927e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60609 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14530 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13742 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12505 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9482 members 
Mstep: Class 73 contains 71856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999312.000000 Penalty: 156371.718750
Iteration 357Q: 74 clusters Score -6.899931e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 60951 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14289 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13726 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12492 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9487 members 
Mstep: Class 73 contains 71780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999320.000000 Penalty: 156371.718750
Iteration 358Q: 74 clusters Score -6.899932e+07 nChanged 739
Entering ConstructFrom: 
Score: -68999320.000000 Penalty: 156371.718750
Entering ConstructFrom: 
Trying to split cluster 1 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -275444.468750 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -275444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -273274.437500 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -273274.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -273779.750000 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -273779.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -273909.656250 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -273909.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -273967.531250 Penalty: 2499.936768
	Iteration 3Q: 3 clusters Score -273967.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -274001.343750 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -274001.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -274029.218750 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -274029.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274050.218750 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -274050.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274070.812500 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -274070.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274080.750000 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -274080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274092.500000 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -274092.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -274102.687500 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -274102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274116.343750 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -274116.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274123.000000 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -274123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -274128.406250 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -274128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -274141.343750 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -274141.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -274158.875000 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -274158.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274173.000000 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -274173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -274189.156250 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -274189.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -274210.125000 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -274210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -274227.718750 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -274227.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274241.937500 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -274241.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -274261.218750 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -274261.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274287.812500 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -274287.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274319.187500 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -274319.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -274358.687500 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -274358.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274405.468750 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -274405.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -274468.375000 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -274468.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274566.843750 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -274566.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274688.906250 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -274688.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274863.250000 Penalty: 2499.936768
	Iteration 29Q: 3 clusters Score -274863.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -274997.625000 Penalty: 2499.936768
	Iteration 30Q: 3 clusters Score -274997.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275040.687500 Penalty: 2499.936768
	Iteration 31Q: 3 clusters Score -275040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -275059.031250 Penalty: 2499.936768
	Iteration 32Q: 3 clusters Score -275059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275067.187500 Penalty: 2499.936768
	Iteration 33Q: 3 clusters Score -275067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -275082.656250 Penalty: 2499.936768
	Iteration 34Q: 3 clusters Score -275082.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275100.718750 Penalty: 2499.936768
	Iteration 35Q: 3 clusters Score -275100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -275125.781250 Penalty: 2499.936768
	Iteration 36Q: 3 clusters Score -275125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -275149.093750 Penalty: 2499.936768
	Iteration 37Q: 3 clusters Score -275149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -275167.500000 Penalty: 2499.936768
	Iteration 38Q: 3 clusters Score -275167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275176.375000 Penalty: 2499.936768
	Iteration 39Q: 3 clusters Score -275176.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275180.093750 Penalty: 2499.936768
	Iteration 40F: 3 clusters Score -275180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -275182.531250 Penalty: 2499.936768
	Iteration 41Q: 3 clusters Score -275182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -275184.593750 Penalty: 2499.936768
	Iteration 42Q: 3 clusters Score -275184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275185.750000 Penalty: 2499.936768
	Iteration 43Q: 3 clusters Score -275185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -275186.125000 Penalty: 2499.936768
	Iteration 44Q: 3 clusters Score -275186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275186.062500 Penalty: 2499.936768
	Iteration 45Q: 3 clusters Score -275186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -275186.062500 Penalty: 2499.936768
	Iteration 46F: 3 clusters Score -275186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15758.785156 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15758.79 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15938.589844 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -15938.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15970.128906 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -15970.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16019.272461 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16019.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16045.640625 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16045.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16096.499023 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16096.5 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: -16114.847656 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16114.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16129.487305 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16129.49 nChanged 4
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: -16134.245117 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16134.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16135.020508 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16135.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16136.273438 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16136.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16137.277344 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16137.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16139.654297 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -16139.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16139.654297 Penalty: 1885.688477
	Iteration 13F: 3 clusters Score -16139.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133753.656250 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133753.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134057.015625 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134057 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134141.750000 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134141.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134181.921875 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134181.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134212.343750 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134212.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134241.734375 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134241.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134268.734375 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134268.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134293.781250 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134293.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134311.328125 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134323.046875 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134336.031250 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134344.593750 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134344.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134350.109375 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134353.250000 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134356.140625 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134357.218750 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -134357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134359.843750 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -134359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134360.812500 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -134360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134361.484375 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -134361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134361.875000 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -134361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134362.703125 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -134362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Entering Unmasked Estep 
Score: -2822316.750000 Penalty: 1618.547607
	Iteration 0F: 2 clusters Score -2822317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2808017.500000 Penalty: 3237.095215
	Iteration 0F: 3 clusters Score -2808018 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2813325.500000 Penalty: 3237.095215
	Iteration 1F: 3 clusters Score -2813326 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2813826.750000 Penalty: 3237.095215
	Iteration 2F: 3 clusters Score -2813827 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2814439.750000 Penalty: 3237.095215
	Iteration 3F: 3 clusters Score -2814440 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2815193.750000 Penalty: 3237.095215
	Iteration 4F: 3 clusters Score -2815194 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2816084.000000 Penalty: 3237.095215
	Iteration 5F: 3 clusters Score -2816084 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2817053.750000 Penalty: 3237.095215
	Iteration 6F: 3 clusters Score -2817054 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2818052.500000 Penalty: 3237.095215
	Iteration 7F: 3 clusters Score -2818052 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2818914.250000 Penalty: 3237.095215
	Iteration 8F: 3 clusters Score -2818914 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2819534.500000 Penalty: 3237.095215
	Iteration 9Q: 3 clusters Score -2819534 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2819971.500000 Penalty: 3237.095215
	Iteration 10Q: 3 clusters Score -2819972 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2820289.250000 Penalty: 3237.095215
	Iteration 11Q: 3 clusters Score -2820289 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2820546.500000 Penalty: 3237.095215
	Iteration 12Q: 3 clusters Score -2820546 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2820726.750000 Penalty: 3237.095215
	Iteration 13Q: 3 clusters Score -2820727 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2820835.500000 Penalty: 3237.095215
	Iteration 14Q: 3 clusters Score -2820836 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2820933.000000 Penalty: 3237.095215
	Iteration 15Q: 3 clusters Score -2820933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2820990.750000 Penalty: 3237.095215
	Iteration 16Q: 3 clusters Score -2820991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2821015.250000 Penalty: 3237.095215
	Iteration 17Q: 3 clusters Score -2821015 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2821058.250000 Penalty: 3237.095215
	Iteration 18Q: 3 clusters Score -2821058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2821085.000000 Penalty: 3237.095215
	Iteration 19Q: 3 clusters Score -2821085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2821116.250000 Penalty: 3237.095215
	Iteration 20F: 3 clusters Score -2821116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2821148.500000 Penalty: 3237.095215
	Iteration 21Q: 3 clusters Score -2821148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2821174.250000 Penalty: 3237.095215
	Iteration 22Q: 3 clusters Score -2821174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2821200.500000 Penalty: 3237.095215
	Iteration 23Q: 3 clusters Score -2821200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2821213.000000 Penalty: 3237.095215
	Iteration 24Q: 3 clusters Score -2821213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2821228.750000 Penalty: 3237.095215
	Iteration 25Q: 3 clusters Score -2821229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2821242.500000 Penalty: 3237.095215
	Iteration 26Q: 3 clusters Score -2821242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2821244.500000 Penalty: 3237.095215
	Iteration 27Q: 3 clusters Score -2821244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2821250.750000 Penalty: 3237.095215
	Iteration 28Q: 3 clusters Score -2821251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2821256.000000 Penalty: 3237.095215
	Iteration 29Q: 3 clusters Score -2821256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2821253.500000 Penalty: 3237.095215
	Iteration 30Q: 3 clusters Score -2821254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2821265.250000 Penalty: 3237.095215
	Iteration 31Q: 3 clusters Score -2821265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2821272.750000 Penalty: 3237.095215
	Iteration 32Q: 3 clusters Score -2821273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2821272.750000 Penalty: 3237.095215
	Iteration 33Q: 3 clusters Score -2821273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2821276.250000 Penalty: 3237.095215
	Iteration 34Q: 3 clusters Score -2821276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2821283.500000 Penalty: 3237.095215
	Iteration 35Q: 3 clusters Score -2821284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2821286.500000 Penalty: 3237.095215
	Iteration 36Q: 3 clusters Score -2821286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2821286.750000 Penalty: 3237.095215
	Iteration 37Q: 3 clusters Score -2821287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2821286.250000 Penalty: 3237.095215
	Iteration 38Q: 3 clusters Score -2821286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2821294.250000 Penalty: 3237.095215
	Iteration 39Q: 3 clusters Score -2821294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2821300.250000 Penalty: 3237.095215
	Iteration 40F: 3 clusters Score -2821300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2821303.500000 Penalty: 3237.095215
	Iteration 41Q: 3 clusters Score -2821304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2821302.250000 Penalty: 3237.095215
	Iteration 42Q: 3 clusters Score -2821302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2821301.000000 Penalty: 3237.095215
	Iteration 43Q: 3 clusters Score -2821301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2821300.250000 Penalty: 3237.095215
	Iteration 44Q: 3 clusters Score -2821300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2821302.500000 Penalty: 3237.095215
	Iteration 45Q: 3 clusters Score -2821302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2821302.750000 Penalty: 3237.095215
	Iteration 46Q: 3 clusters Score -2821303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2821305.000000 Penalty: 3237.095215
	Iteration 47Q: 3 clusters Score -2821305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2821303.750000 Penalty: 3237.095215
	Iteration 48Q: 3 clusters Score -2821304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2821303.750000 Penalty: 3237.095215
	Iteration 49Q: 3 clusters Score -2821304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2821304.250000 Penalty: 3237.095215
	Iteration 50Q: 3 clusters Score -2821304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2821304.250000 Penalty: 3237.095215
	Iteration 51Q: 3 clusters Score -2821304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2821305.750000 Penalty: 3237.095215
	Iteration 52Q: 3 clusters Score -2821306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2821305.750000 Penalty: 3237.095215
	Iteration 53F: 3 clusters Score -2821306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -187472.468750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -187472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185699.031250 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -185699 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186093.718750 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -186093.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186210.093750 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -186210.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186267.656250 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -186267.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186300.125000 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -186300.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186318.562500 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -186318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186331.796875 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -186331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186340.187500 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -186340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186346.171875 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -186346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186349.015625 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -186349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186352.468750 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -186352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186353.500000 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -186353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186353.500000 Penalty: 2378.093994
	Iteration 12F: 3 clusters Score -186353.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265892.750000 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265892.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -266319.625000 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266319.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -266436.281250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266436.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -266510.125000 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -266510.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -266580.468750 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266580.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -266664.718750 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266664.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -266760.093750 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266760.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -266855.906250 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266855.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -266962.468750 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266962.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -267071.093750 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -267071.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -267139.437500 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -267139.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -267185.281250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -267185.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -267218.656250 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -267218.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -267245.312500 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -267245.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -267262.187500 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -267262.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -267271.500000 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -267271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -267279.031250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -267279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -267282.968750 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -267283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -267289.250000 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -267289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -267293.687500 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -267293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -267301.562500 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -267301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -267307.406250 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -267307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -267309.500000 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -267309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -267314.281250 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -267314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -267317.468750 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -267317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -267318.218750 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -267318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -267318.218750 Penalty: 2478.001221
	Iteration 26F: 3 clusters Score -267318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Entering Unmasked Estep 
Score: -8344719.500000 Penalty: 1791.324341
	Iteration 0F: 2 clusters Score -8344720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -8304307.000000 Penalty: 3582.648682
	Iteration 0F: 3 clusters Score -8304307 nChanged 28628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8321357.000000 Penalty: 3582.648682
	Iteration 1F: 3 clusters Score -8321357 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -8322793.500000 Penalty: 3582.648682
	Iteration 2F: 3 clusters Score -8322794 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -8325147.500000 Penalty: 3582.648682
	Iteration 3F: 3 clusters Score -8325148 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -8328349.000000 Penalty: 3582.648682
	Iteration 4F: 3 clusters Score -8328349 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8332330.500000 Penalty: 3582.648682
	Iteration 5F: 3 clusters Score -8332330 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8336190.000000 Penalty: 3582.648682
	Iteration 6F: 3 clusters Score -8336190 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8339273.500000 Penalty: 3582.648682
	Iteration 7F: 3 clusters Score -8339274 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8341194.500000 Penalty: 3582.648682
	Iteration 8Q: 3 clusters Score -8341194 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8342253.500000 Penalty: 3582.648682
	Iteration 9Q: 3 clusters Score -8342254 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8342711.500000 Penalty: 3582.648682
	Iteration 10Q: 3 clusters Score -8342712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8342894.000000 Penalty: 3582.648682
	Iteration 11Q: 3 clusters Score -8342894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8342985.000000 Penalty: 3582.648682
	Iteration 12Q: 3 clusters Score -8342985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8343048.000000 Penalty: 3582.648682
	Iteration 13Q: 3 clusters Score -8343048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8343070.500000 Penalty: 3582.648682
	Iteration 14Q: 3 clusters Score -8343070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8343100.000000 Penalty: 3582.648682
	Iteration 15Q: 3 clusters Score -8343100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8343113.000000 Penalty: 3582.648682
	Iteration 16Q: 3 clusters Score -8343113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8343116.000000 Penalty: 3582.648682
	Iteration 17Q: 3 clusters Score -8343116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8343116.000000 Penalty: 3582.648682
	Iteration 18F: 3 clusters Score -8343116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195447.703125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195447.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -195846.375000 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195846.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196024.328125 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -196024.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196143.046875 Penalty: 2382.807373
	Iteration 3F: 3 clusters Score -196143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -196235.984375 Penalty: 2382.807373
	Iteration 4F: 3 clusters Score -196236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -196297.812500 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196297.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -196351.609375 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196351.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -196390.875000 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196390.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -196412.234375 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -196428.265625 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -196436.125000 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -196441.390625 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -196447.484375 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -196450.218750 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -196451.828125 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -196453.000000 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196453.671875 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -196454.109375 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -196455.187500 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -196457.500000 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -196460.250000 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -196464.375000 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -196466.937500 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -196468.843750 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -196471.796875 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -196472.968750 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -196474.046875 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -196474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -196474.859375 Penalty: 2382.807373
	Iteration 27Q: 3 clusters Score -196474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -196480.187500 Penalty: 2382.807373
	Iteration 28Q: 3 clusters Score -196480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196483.281250 Penalty: 2382.807373
	Iteration 29Q: 3 clusters Score -196483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196484.656250 Penalty: 2382.807373
	Iteration 30Q: 3 clusters Score -196484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -196486.312500 Penalty: 2382.807373
	Iteration 31Q: 3 clusters Score -196486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196486.796875 Penalty: 2382.807373
	Iteration 32Q: 3 clusters Score -196486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -196487.390625 Penalty: 2382.807373
	Iteration 33Q: 3 clusters Score -196487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -196487.390625 Penalty: 2382.807373
	Iteration 34F: 3 clusters Score -196487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1966852.625000 Penalty: 1558.820557
	Iteration 0F: 2 clusters Score -1966853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1956585.000000 Penalty: 3117.641113
	Iteration 0F: 3 clusters Score -1956585 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1960277.750000 Penalty: 3117.641113
	Iteration 1F: 3 clusters Score -1960278 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1960683.000000 Penalty: 3117.641113
	Iteration 2F: 3 clusters Score -1960683 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1961130.125000 Penalty: 3117.641113
	Iteration 3F: 3 clusters Score -1961130 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1961628.000000 Penalty: 3117.641113
	Iteration 4F: 3 clusters Score -1961628 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1962181.375000 Penalty: 3117.641113
	Iteration 5F: 3 clusters Score -1962181 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1962816.500000 Penalty: 3117.641113
	Iteration 6F: 3 clusters Score -1962816 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1963450.500000 Penalty: 3117.641113
	Iteration 7F: 3 clusters Score -1963450 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1963996.625000 Penalty: 3117.641113
	Iteration 8F: 3 clusters Score -1963997 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1964376.500000 Penalty: 3117.641113
	Iteration 9Q: 3 clusters Score -1964376 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1964670.375000 Penalty: 3117.641113
	Iteration 10Q: 3 clusters Score -1964670 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1964904.250000 Penalty: 3117.641113
	Iteration 11Q: 3 clusters Score -1964904 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1965170.125000 Penalty: 3117.641113
	Iteration 12Q: 3 clusters Score -1965170 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1965443.000000 Penalty: 3117.641113
	Iteration 13Q: 3 clusters Score -1965443 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1965676.000000 Penalty: 3117.641113
	Iteration 14Q: 3 clusters Score -1965676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1965788.625000 Penalty: 3117.641113
	Iteration 15Q: 3 clusters Score -1965789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1965870.375000 Penalty: 3117.641113
	Iteration 16Q: 3 clusters Score -1965870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1965923.000000 Penalty: 3117.641113
	Iteration 17Q: 3 clusters Score -1965923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1965956.000000 Penalty: 3117.641113
	Iteration 18Q: 3 clusters Score -1965956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1965982.250000 Penalty: 3117.641113
	Iteration 19Q: 3 clusters Score -1965982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1966011.875000 Penalty: 3117.641113
	Iteration 20F: 3 clusters Score -1966012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1966036.125000 Penalty: 3117.641113
	Iteration 21Q: 3 clusters Score -1966036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1966051.125000 Penalty: 3117.641113
	Iteration 22Q: 3 clusters Score -1966051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1966060.500000 Penalty: 3117.641113
	Iteration 23Q: 3 clusters Score -1966060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1966064.750000 Penalty: 3117.641113
	Iteration 24Q: 3 clusters Score -1966065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1966066.500000 Penalty: 3117.641113
	Iteration 25Q: 3 clusters Score -1966066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1966068.875000 Penalty: 3117.641113
	Iteration 26Q: 3 clusters Score -1966069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1966078.000000 Penalty: 3117.641113
	Iteration 27Q: 3 clusters Score -1966078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1966082.125000 Penalty: 3117.641113
	Iteration 28Q: 3 clusters Score -1966082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1966085.625000 Penalty: 3117.641113
	Iteration 29Q: 3 clusters Score -1966086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1966089.250000 Penalty: 3117.641113
	Iteration 30Q: 3 clusters Score -1966089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1966095.125000 Penalty: 3117.641113
	Iteration 31Q: 3 clusters Score -1966095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1966107.000000 Penalty: 3117.641113
	Iteration 32Q: 3 clusters Score -1966107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1966133.375000 Penalty: 3117.641113
	Iteration 33Q: 3 clusters Score -1966133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1966164.250000 Penalty: 3117.641113
	Iteration 34Q: 3 clusters Score -1966164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1966180.875000 Penalty: 3117.641113
	Iteration 35Q: 3 clusters Score -1966181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1966194.500000 Penalty: 3117.641113
	Iteration 36Q: 3 clusters Score -1966194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1966211.875000 Penalty: 3117.641113
	Iteration 37Q: 3 clusters Score -1966212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1966224.125000 Penalty: 3117.641113
	Iteration 38Q: 3 clusters Score -1966224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1966230.875000 Penalty: 3117.641113
	Iteration 39Q: 3 clusters Score -1966231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1966233.500000 Penalty: 3117.641113
	Iteration 40F: 3 clusters Score -1966234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1966242.875000 Penalty: 3117.641113
	Iteration 41Q: 3 clusters Score -1966243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1966249.875000 Penalty: 3117.641113
	Iteration 42Q: 3 clusters Score -1966250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1966251.500000 Penalty: 3117.641113
	Iteration 43Q: 3 clusters Score -1966252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1966252.125000 Penalty: 3117.641113
	Iteration 44Q: 3 clusters Score -1966252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966252.625000 Penalty: 3117.641113
	Iteration 45Q: 3 clusters Score -1966253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966253.375000 Penalty: 3117.641113
	Iteration 46Q: 3 clusters Score -1966253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966256.250000 Penalty: 3117.641113
	Iteration 47Q: 3 clusters Score -1966256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966257.000000 Penalty: 3117.641113
	Iteration 48Q: 3 clusters Score -1966257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1966259.750000 Penalty: 3117.641113
	Iteration 49Q: 3 clusters Score -1966260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966260.875000 Penalty: 3117.641113
	Iteration 50Q: 3 clusters Score -1966261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1966260.875000 Penalty: 3117.641113
	Iteration 51F: 3 clusters Score -1966261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 168 members 
Entering Unmasked Estep 
Score: -25125.832031 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25125.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25253.261719 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25253.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25288.548828 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25288.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25343.888672 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -25343.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25408.359375 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25408.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25480.509766 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25480.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25522.035156 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25522.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25547.039062 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25547.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25576.785156 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25576.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25590.765625 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25590.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25605.498047 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -25605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25612.029297 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -25612.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25613.242188 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -25613.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25614.066406 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -25614.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25614.343750 Penalty: 1905.680176
	Iteration 14F: 3 clusters Score -25614.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25627.710938 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -25627.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25646.460938 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -25646.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25648.378906 Penalty: 1905.680176
	Iteration 17Q: 3 clusters Score -25648.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25648.529297 Penalty: 1905.680176
	Iteration 18Q: 3 clusters Score -25648.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25648.529297 Penalty: 1905.680176
	Iteration 19F: 3 clusters Score -25648.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 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 297 members 
Entering Unmasked Estep 
Score: -59043.281250 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -59043.28 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59409.761719 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59409.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59551.468750 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59551.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59639.800781 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59639.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59682.449219 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59682.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59705.578125 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59705.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59728.765625 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59728.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59744.320312 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59744.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59755.785156 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -59755.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59758.570312 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -59758.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59760.238281 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -59760.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59761.386719 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -59761.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59764.460938 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -59764.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59765.957031 Penalty: 2066.861572
	Iteration 13Q: 3 clusters Score -59765.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59766.464844 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -59766.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59767.027344 Penalty: 2066.861572
	Iteration 15Q: 3 clusters Score -59767.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59767.656250 Penalty: 2066.861572
	Iteration 16Q: 3 clusters Score -59767.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59768.542969 Penalty: 2066.861572
	Iteration 17Q: 3 clusters Score -59768.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59771.125000 Penalty: 2066.861572
	Iteration 18Q: 3 clusters Score -59771.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59772.921875 Penalty: 2066.861572
	Iteration 19Q: 3 clusters Score -59772.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59774.707031 Penalty: 2066.861572
	Iteration 20F: 3 clusters Score -59774.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59775.117188 Penalty: 2066.861572
	Iteration 21Q: 3 clusters Score -59775.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59776.011719 Penalty: 2066.861572
	Iteration 22Q: 3 clusters Score -59776.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59776.558594 Penalty: 2066.861572
	Iteration 23Q: 3 clusters Score -59776.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59776.558594 Penalty: 2066.861572
	Iteration 24F: 3 clusters Score -59776.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -8446935.000000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -8446935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -8404616.000000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -8404616 nChanged 30125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8422155.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -8422155 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8423491.000000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -8423491 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -8425491.000000 Penalty: 3595.120361
	Iteration 3F: 3 clusters Score -8425491 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -8428297.000000 Penalty: 3595.120361
	Iteration 4F: 3 clusters Score -8428297 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8431492.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -8431492 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -8434405.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -8434405 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -8436721.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -8436721 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -8438494.000000 Penalty: 3595.120361
	Iteration 8Q: 3 clusters Score -8438494 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -8439924.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -8439924 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -8441088.000000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -8441088 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -8441944.000000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -8441944 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -8442629.000000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -8442629 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -8443175.000000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -8443175 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -8443652.000000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -8443652 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -8444070.000000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -8444070 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -8444379.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -8444379 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -8444600.000000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -8444600 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -8444791.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -8444791 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -8444968.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -8444968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -8445052.000000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -8445052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -8445141.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -8445141 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8445247.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -8445247 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -8445309.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -8445309 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -8445391.000000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -8445391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -8445408.000000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -8445408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -8445428.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -8445428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -8445436.000000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -8445436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -8445454.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -8445454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -8445456.000000 Penalty: 3595.120361
	Iteration 29Q: 3 clusters Score -8445456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -8445468.000000 Penalty: 3595.120361
	Iteration 30Q: 3 clusters Score -8445468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8445477.000000 Penalty: 3595.120361
	Iteration 31Q: 3 clusters Score -8445477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -8445472.000000 Penalty: 3595.120361
	Iteration 32Q: 3 clusters Score -8445472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -8445480.000000 Penalty: 3595.120361
	Iteration 33Q: 3 clusters Score -8445480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -8445484.000000 Penalty: 3595.120361
	Iteration 34Q: 3 clusters Score -8445484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -8445483.000000 Penalty: 3595.120361
	Iteration 35Q: 3 clusters Score -8445483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8445494.000000 Penalty: 3595.120361
	Iteration 36Q: 3 clusters Score -8445494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -8445493.000000 Penalty: 3595.120361
	Iteration 37Q: 3 clusters Score -8445493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -8445495.000000 Penalty: 3595.120361
	Iteration 38Q: 3 clusters Score -8445495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -8445492.000000 Penalty: 3595.120361
	Iteration 39Q: 3 clusters Score -8445492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -8445495.000000 Penalty: 3595.120361
	Iteration 40F: 3 clusters Score -8445495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -8445483.000000 Penalty: 3595.120361
	Iteration 41Q: 3 clusters Score -8445483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -8445485.000000 Penalty: 3595.120361
	Iteration 42Q: 3 clusters Score -8445485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8445494.000000 Penalty: 3595.120361
	Iteration 43Q: 3 clusters Score -8445494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -8445499.000000 Penalty: 3595.120361
	Iteration 44Q: 3 clusters Score -8445499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -8445501.000000 Penalty: 3595.120361
	Iteration 45Q: 3 clusters Score -8445501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -8445503.000000 Penalty: 3595.120361
	Iteration 46Q: 3 clusters Score -8445503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -8445509.000000 Penalty: 3595.120361
	Iteration 47Q: 3 clusters Score -8445509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -8445506.000000 Penalty: 3595.120361
	Iteration 48Q: 3 clusters Score -8445506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -8445513.000000 Penalty: 3595.120361
	Iteration 49Q: 3 clusters Score -8445513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -8445505.000000 Penalty: 3595.120361
	Iteration 50Q: 3 clusters Score -8445505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -8445510.000000 Penalty: 3595.120361
	Iteration 51Q: 3 clusters Score -8445510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -8445508.000000 Penalty: 3595.120361
	Iteration 52Q: 3 clusters Score -8445508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -8445507.000000 Penalty: 3595.120361
	Iteration 53Q: 3 clusters Score -8445507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -8445507.000000 Penalty: 3595.120361
	Iteration 54Q: 3 clusters Score -8445507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8445509.000000 Penalty: 3595.120361
	Iteration 55Q: 3 clusters Score -8445509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -8445509.000000 Penalty: 3595.120361
	Iteration 56Q: 3 clusters Score -8445509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -8445514.000000 Penalty: 3595.120361
	Iteration 57Q: 3 clusters Score -8445514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -8445515.000000 Penalty: 3595.120361
	Iteration 58Q: 3 clusters Score -8445515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8445515.000000 Penalty: 3595.120361
	Iteration 59Q: 3 clusters Score -8445515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8445518.000000 Penalty: 3595.120361
	Iteration 60F: 3 clusters Score -8445518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -8445511.000000 Penalty: 3595.120361
	Iteration 61Q: 3 clusters Score -8445511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -8445514.000000 Penalty: 3595.120361
	Iteration 62Q: 3 clusters Score -8445514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -8445526.000000 Penalty: 3595.120361
	Iteration 63Q: 3 clusters Score -8445526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8445523.000000 Penalty: 3595.120361
	Iteration 64Q: 3 clusters Score -8445523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -8445525.000000 Penalty: 3595.120361
	Iteration 65Q: 3 clusters Score -8445525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -8445520.000000 Penalty: 3595.120361
	Iteration 66Q: 3 clusters Score -8445520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -8445519.000000 Penalty: 3595.120361
	Iteration 67Q: 3 clusters Score -8445519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -8445519.000000 Penalty: 3595.120361
	Iteration 68F: 3 clusters Score -8445519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 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 496 members 
Entering Unmasked Estep 
Score: -154781.828125 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154781.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155064.890625 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155064.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -155218.906250 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155218.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -155338.156250 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155419.593750 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155419.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155481.453125 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155481.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155512.734375 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155512.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -155534.546875 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155547.203125 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155559.625000 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155568.921875 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -155574.343750 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155581.359375 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155590.656250 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155599.515625 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -155609.140625 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155617.109375 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155622.375000 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155628.890625 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -155628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155636.718750 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -155636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -155645.125000 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -155645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155656.265625 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -155656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155666.031250 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -155666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155672.015625 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -155672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155676.125000 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -155676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155680.937500 Penalty: 2249.859131
	Iteration 25Q: 3 clusters Score -155680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155682.031250 Penalty: 2249.859131
	Iteration 26Q: 3 clusters Score -155682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155682.750000 Penalty: 2249.859131
	Iteration 27Q: 3 clusters Score -155682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155682.750000 Penalty: 2249.859131
	Iteration 28F: 3 clusters Score -155682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132651.078125 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132651.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132958.890625 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132958.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133078.578125 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133078.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133157.468750 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133157.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133200.296875 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133200.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133247.468750 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133247.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133283.390625 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133283.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133327.265625 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133327.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133356.453125 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133356.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133383.625000 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133399.390625 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133435.328125 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133435.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133459.593750 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133459.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133478.515625 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133478.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133491.265625 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133499.031250 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133510.203125 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133526.312500 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133540.781250 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133544.390625 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -133544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133546.500000 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -133546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133548.171875 Penalty: 2261.804688
	Iteration 21Q: 3 clusters Score -133548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133549.218750 Penalty: 2261.804688
	Iteration 22Q: 3 clusters Score -133549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133549.781250 Penalty: 2261.804688
	Iteration 23Q: 3 clusters Score -133549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133549.781250 Penalty: 2261.804688
	Iteration 24F: 3 clusters Score -133549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -615048.375000 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615048.4 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -616035.375000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -616035.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -616223.937500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616223.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -616337.562500 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -616337.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -616421.187500 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616421.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -616492.500000 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616492.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -616552.062500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616552.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -616613.000000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -616669.437500 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616669.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -616731.187500 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616731.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -616810.500000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -616810.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -616885.375000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -616885.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -616952.062500 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -616952.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -617014.500000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -617014.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -617077.875000 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -617077.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -617134.875000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -617134.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -617183.875000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -617183.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -617223.937500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -617223.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -617267.062500 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -617267.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -617306.500000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -617306.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -617351.375000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -617351.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -617383.562500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -617383.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -617408.750000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -617408.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -617427.187500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -617449.187500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617449.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -617460.625000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617460.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -617469.625000 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -617480.312500 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -617485.625000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617485.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -617492.687500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -617499.312500 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -617499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -617503.250000 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -617503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -617510.625000 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -617510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -617519.375000 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -617519.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -617529.312500 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -617529.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -617539.250000 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -617539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -617547.812500 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -617547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -617558.437500 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -617558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -617573.000000 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -617573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -617582.875000 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -617582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -617585.625000 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -617585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -617590.250000 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -617590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -617592.500000 Penalty: 2739.927490
	Iteration 42Q: 3 clusters Score -617592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -617597.187500 Penalty: 2739.927490
	Iteration 43Q: 3 clusters Score -617597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -617603.187500 Penalty: 2739.927490
	Iteration 44Q: 3 clusters Score -617603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -617606.500000 Penalty: 2739.927490
	Iteration 45Q: 3 clusters Score -617606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -617612.062500 Penalty: 2739.927490
	Iteration 46Q: 3 clusters Score -617612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -617613.437500 Penalty: 2739.927490
	Iteration 47Q: 3 clusters Score -617613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -617614.437500 Penalty: 2739.927490
	Iteration 48Q: 3 clusters Score -617614.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -617615.500000 Penalty: 2739.927490
	Iteration 49Q: 3 clusters Score -617615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -617617.062500 Penalty: 2739.927490
	Iteration 50Q: 3 clusters Score -617617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -617617.062500 Penalty: 2739.927490
	Iteration 51F: 3 clusters Score -617617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94681.882812 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94681.88 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94908.679688 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94908.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -94964.515625 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94964.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94998.906250 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94998.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95038.781250 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -95038.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95067.640625 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95067.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95088.687500 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95088.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -95113.148438 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95113.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95156.914062 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95156.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95181.773438 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95181.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95206.812500 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95206.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95239.984375 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95239.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95252.328125 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -95252.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95279.578125 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -95279.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95296.382812 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -95296.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95309.492188 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -95309.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95318.937500 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -95318.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95319.781250 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -95319.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95321.320312 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -95321.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -95322.414062 Penalty: 2108.497314
	Iteration 19Q: 3 clusters Score -95322.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95323.656250 Penalty: 2108.497314
	Iteration 20F: 3 clusters Score -95323.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 187 members 
Entering Unmasked Estep 
Score: -34832.531250 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34832.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34997.734375 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -34997.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35092.714844 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35092.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35164.527344 Penalty: 1888.620850
	Iteration 3F: 3 clusters Score -35164.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35246.046875 Penalty: 1888.620850
	Iteration 4F: 3 clusters Score -35246.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35295.957031 Penalty: 1888.620850
	Iteration 5F: 3 clusters Score -35295.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35317.625000 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35317.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35323.394531 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35323.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35330.164062 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35330.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35337.667969 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -35337.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35344.574219 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -35344.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35356.628906 Penalty: 1888.620850
	Iteration 11Q: 3 clusters Score -35356.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35361.910156 Penalty: 1888.620850
	Iteration 12Q: 3 clusters Score -35361.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35362.648438 Penalty: 1888.620850
	Iteration 13Q: 3 clusters Score -35362.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35362.648438 Penalty: 1888.620850
	Iteration 14F: 3 clusters Score -35362.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -433128.718750 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -433128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -430155.656250 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -430155.7 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -430986.718750 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -430986.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -431194.062500 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -431194.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -431323.250000 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -431323.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -431429.500000 Penalty: 2640.541504
	Iteration 4Q: 3 clusters Score -431429.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -431507.281250 Penalty: 2640.541504
	Iteration 5Q: 3 clusters Score -431507.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -431594.687500 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -431594.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -431669.250000 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -431669.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -431731.500000 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -431731.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -431780.000000 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -431780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -431820.531250 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -431820.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -431850.093750 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -431850.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -431876.718750 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -431876.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -431900.875000 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -431900.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -431916.468750 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -431916.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -431929.656250 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -431929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -431938.781250 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -431938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -431944.531250 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -431944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -431949.406250 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -431949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -431953.437500 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -431953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -431958.968750 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -431959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -431963.437500 Penalty: 2640.541504
	Iteration 21Q: 3 clusters Score -431963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -431966.031250 Penalty: 2640.541504
	Iteration 22Q: 3 clusters Score -431966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -431968.500000 Penalty: 2640.541504
	Iteration 23Q: 3 clusters Score -431968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -431971.187500 Penalty: 2640.541504
	Iteration 24Q: 3 clusters Score -431971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -431973.656250 Penalty: 2640.541504
	Iteration 25Q: 3 clusters Score -431973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -431974.562500 Penalty: 2640.541504
	Iteration 26Q: 3 clusters Score -431974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -431974.656250 Penalty: 2640.541504
	Iteration 27Q: 3 clusters Score -431974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -431974.656250 Penalty: 2640.541504
	Iteration 28F: 3 clusters Score -431974.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -195819.046875 Penalty: 1213.447754
	Iteration 0F: 2 clusters Score -195819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -193946.546875 Penalty: 2426.895508
	Iteration 0F: 3 clusters Score -193946.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194569.140625 Penalty: 2426.895508
	Iteration 1F: 3 clusters Score -194569.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194811.578125 Penalty: 2426.895508
	Iteration 2F: 3 clusters Score -194811.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -194933.484375 Penalty: 2426.895508
	Iteration 3F: 3 clusters Score -194933.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -194994.593750 Penalty: 2426.895508
	Iteration 4Q: 3 clusters Score -194994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195039.859375 Penalty: 2426.895508
	Iteration 5Q: 3 clusters Score -195039.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195066.515625 Penalty: 2426.895508
	Iteration 6Q: 3 clusters Score -195066.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195087.234375 Penalty: 2426.895508
	Iteration 7Q: 3 clusters Score -195087.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195101.828125 Penalty: 2426.895508
	Iteration 8Q: 3 clusters Score -195101.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -195116.984375 Penalty: 2426.895508
	Iteration 9Q: 3 clusters Score -195117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -195128.937500 Penalty: 2426.895508
	Iteration 10Q: 3 clusters Score -195128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -195137.968750 Penalty: 2426.895508
	Iteration 11Q: 3 clusters Score -195138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -195142.609375 Penalty: 2426.895508
	Iteration 12Q: 3 clusters Score -195142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -195145.609375 Penalty: 2426.895508
	Iteration 13Q: 3 clusters Score -195145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195152.156250 Penalty: 2426.895508
	Iteration 14Q: 3 clusters Score -195152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195158.703125 Penalty: 2426.895508
	Iteration 15Q: 3 clusters Score -195158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195162.328125 Penalty: 2426.895508
	Iteration 16Q: 3 clusters Score -195162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195167.125000 Penalty: 2426.895508
	Iteration 17Q: 3 clusters Score -195167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195169.750000 Penalty: 2426.895508
	Iteration 18Q: 3 clusters Score -195169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195170.890625 Penalty: 2426.895508
	Iteration 19Q: 3 clusters Score -195170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195172.421875 Penalty: 2426.895508
	Iteration 20F: 3 clusters Score -195172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195173.421875 Penalty: 2426.895508
	Iteration 21Q: 3 clusters Score -195173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195173.421875 Penalty: 2426.895508
	Iteration 22F: 3 clusters Score -195173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 1324.498047
	Iteration 0F: 2 clusters Score -452858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -449854.031250 Penalty: 2648.996094
	Iteration 0F: 3 clusters Score -449854 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -450548.062500 Penalty: 2648.996094
	Iteration 1F: 3 clusters Score -450548.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -450710.156250 Penalty: 2648.996094
	Iteration 2F: 3 clusters Score -450710.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -450850.781250 Penalty: 2648.996094
	Iteration 3F: 3 clusters Score -450850.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -450980.718750 Penalty: 2648.996094
	Iteration 4F: 3 clusters Score -450980.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -451103.062500 Penalty: 2648.996094
	Iteration 5Q: 3 clusters Score -451103.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -451222.062500 Penalty: 2648.996094
	Iteration 6Q: 3 clusters Score -451222.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -451328.250000 Penalty: 2648.996094
	Iteration 7Q: 3 clusters Score -451328.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -451429.468750 Penalty: 2648.996094
	Iteration 8Q: 3 clusters Score -451429.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -451522.750000 Penalty: 2648.996094
	Iteration 9Q: 3 clusters Score -451522.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -451586.406250 Penalty: 2648.996094
	Iteration 10Q: 3 clusters Score -451586.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -451626.093750 Penalty: 2648.996094
	Iteration 11Q: 3 clusters Score -451626.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -451658.218750 Penalty: 2648.996094
	Iteration 12Q: 3 clusters Score -451658.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -451683.750000 Penalty: 2648.996094
	Iteration 13Q: 3 clusters Score -451683.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -451706.125000 Penalty: 2648.996094
	Iteration 14Q: 3 clusters Score -451706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -451720.781250 Penalty: 2648.996094
	Iteration 15Q: 3 clusters Score -451720.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -451738.687500 Penalty: 2648.996094
	Iteration 16Q: 3 clusters Score -451738.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -451753.187500 Penalty: 2648.996094
	Iteration 17Q: 3 clusters Score -451753.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -451775.875000 Penalty: 2648.996094
	Iteration 18Q: 3 clusters Score -451775.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -451796.562500 Penalty: 2648.996094
	Iteration 19Q: 3 clusters Score -451796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -451811.500000 Penalty: 2648.996094
	Iteration 20F: 3 clusters Score -451811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -451822.062500 Penalty: 2648.996094
	Iteration 21Q: 3 clusters Score -451822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -451827.968750 Penalty: 2648.996094
	Iteration 22Q: 3 clusters Score -451828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -451830.468750 Penalty: 2648.996094
	Iteration 23Q: 3 clusters Score -451830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -451833.281250 Penalty: 2648.996094
	Iteration 24Q: 3 clusters Score -451833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -451834.531250 Penalty: 2648.996094
	Iteration 25Q: 3 clusters Score -451834.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -451840.062500 Penalty: 2648.996094
	Iteration 26Q: 3 clusters Score -451840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -451847.937500 Penalty: 2648.996094
	Iteration 27Q: 3 clusters Score -451847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -451856.687500 Penalty: 2648.996094
	Iteration 28Q: 3 clusters Score -451856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -451861.968750 Penalty: 2648.996094
	Iteration 29Q: 3 clusters Score -451862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -451865.031250 Penalty: 2648.996094
	Iteration 30Q: 3 clusters Score -451865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -451865.906250 Penalty: 2648.996094
	Iteration 31Q: 3 clusters Score -451865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -451867.625000 Penalty: 2648.996094
	Iteration 32Q: 3 clusters Score -451867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -451869.218750 Penalty: 2648.996094
	Iteration 33Q: 3 clusters Score -451869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -451869.218750 Penalty: 2648.996094
	Iteration 34F: 3 clusters Score -451869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -483619.625000 Penalty: 1338.418335
	Iteration 0F: 2 clusters Score -483619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -480399.906250 Penalty: 2676.836670
	Iteration 0F: 3 clusters Score -480399.9 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -481251.531250 Penalty: 2676.836670
	Iteration 1F: 3 clusters Score -481251.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -481481.562500 Penalty: 2676.836670
	Iteration 2F: 3 clusters Score -481481.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -481684.625000 Penalty: 2676.836670
	Iteration 3F: 3 clusters Score -481684.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -481852.062500 Penalty: 2676.836670
	Iteration 4F: 3 clusters Score -481852.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -481994.531250 Penalty: 2676.836670
	Iteration 5Q: 3 clusters Score -481994.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -482085.718750 Penalty: 2676.836670
	Iteration 6Q: 3 clusters Score -482085.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -482159.531250 Penalty: 2676.836670
	Iteration 7Q: 3 clusters Score -482159.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -482231.906250 Penalty: 2676.836670
	Iteration 8Q: 3 clusters Score -482231.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -482294.375000 Penalty: 2676.836670
	Iteration 9Q: 3 clusters Score -482294.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -482355.812500 Penalty: 2676.836670
	Iteration 10Q: 3 clusters Score -482355.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -482401.750000 Penalty: 2676.836670
	Iteration 11Q: 3 clusters Score -482401.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -482432.312500 Penalty: 2676.836670
	Iteration 12Q: 3 clusters Score -482432.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -482456.250000 Penalty: 2676.836670
	Iteration 13Q: 3 clusters Score -482456.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -482471.250000 Penalty: 2676.836670
	Iteration 14Q: 3 clusters Score -482471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -482485.812500 Penalty: 2676.836670
	Iteration 15Q: 3 clusters Score -482485.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -482500.250000 Penalty: 2676.836670
	Iteration 16Q: 3 clusters Score -482500.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -482514.875000 Penalty: 2676.836670
	Iteration 17Q: 3 clusters Score -482514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -482524.031250 Penalty: 2676.836670
	Iteration 18Q: 3 clusters Score -482524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -482534.937500 Penalty: 2676.836670
	Iteration 19Q: 3 clusters Score -482534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -482542.093750 Penalty: 2676.836670
	Iteration 20F: 3 clusters Score -482542.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -482553.343750 Penalty: 2676.836670
	Iteration 21Q: 3 clusters Score -482553.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -482559.968750 Penalty: 2676.836670
	Iteration 22Q: 3 clusters Score -482560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -482566.031250 Penalty: 2676.836670
	Iteration 23Q: 3 clusters Score -482566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -482572.687500 Penalty: 2676.836670
	Iteration 24Q: 3 clusters Score -482572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -482577.843750 Penalty: 2676.836670
	Iteration 25Q: 3 clusters Score -482577.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -482582.500000 Penalty: 2676.836670
	Iteration 26Q: 3 clusters Score -482582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -482587.812500 Penalty: 2676.836670
	Iteration 27Q: 3 clusters Score -482587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -482597.843750 Penalty: 2676.836670
	Iteration 28Q: 3 clusters Score -482597.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -482617.031250 Penalty: 2676.836670
	Iteration 29Q: 3 clusters Score -482617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -482644.000000 Penalty: 2676.836670
	Iteration 30Q: 3 clusters Score -482644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -482673.156250 Penalty: 2676.836670
	Iteration 31Q: 3 clusters Score -482673.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -482687.593750 Penalty: 2676.836670
	Iteration 32Q: 3 clusters Score -482687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -482700.062500 Penalty: 2676.836670
	Iteration 33Q: 3 clusters Score -482700.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -482711.218750 Penalty: 2676.836670
	Iteration 34Q: 3 clusters Score -482711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -482716.937500 Penalty: 2676.836670
	Iteration 35Q: 3 clusters Score -482716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -482724.093750 Penalty: 2676.836670
	Iteration 36Q: 3 clusters Score -482724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -482730.843750 Penalty: 2676.836670
	Iteration 37Q: 3 clusters Score -482730.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -482737.843750 Penalty: 2676.836670
	Iteration 38Q: 3 clusters Score -482737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -482746.000000 Penalty: 2676.836670
	Iteration 39Q: 3 clusters Score -482746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -482753.812500 Penalty: 2676.836670
	Iteration 40F: 3 clusters Score -482753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -482759.093750 Penalty: 2676.836670
	Iteration 41Q: 3 clusters Score -482759.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -482768.437500 Penalty: 2676.836670
	Iteration 42Q: 3 clusters Score -482768.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482778.156250 Penalty: 2676.836670
	Iteration 43Q: 3 clusters Score -482778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -482786.750000 Penalty: 2676.836670
	Iteration 44Q: 3 clusters Score -482786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -482793.812500 Penalty: 2676.836670
	Iteration 45Q: 3 clusters Score -482793.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -482801.750000 Penalty: 2676.836670
	Iteration 46Q: 3 clusters Score -482801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -482810.812500 Penalty: 2676.836670
	Iteration 47Q: 3 clusters Score -482810.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -482819.343750 Penalty: 2676.836670
	Iteration 48Q: 3 clusters Score -482819.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -482825.468750 Penalty: 2676.836670
	Iteration 49Q: 3 clusters Score -482825.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -482835.375000 Penalty: 2676.836670
	Iteration 50Q: 3 clusters Score -482835.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -482844.968750 Penalty: 2676.836670
	Iteration 51Q: 3 clusters Score -482845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -482852.687500 Penalty: 2676.836670
	Iteration 52Q: 3 clusters Score -482852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -482856.812500 Penalty: 2676.836670
	Iteration 53Q: 3 clusters Score -482856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -482861.375000 Penalty: 2676.836670
	Iteration 54Q: 3 clusters Score -482861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -482865.250000 Penalty: 2676.836670
	Iteration 55Q: 3 clusters Score -482865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -482871.406250 Penalty: 2676.836670
	Iteration 56Q: 3 clusters Score -482871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -482875.093750 Penalty: 2676.836670
	Iteration 57Q: 3 clusters Score -482875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -482877.687500 Penalty: 2676.836670
	Iteration 58Q: 3 clusters Score -482877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -482880.750000 Penalty: 2676.836670
	Iteration 59Q: 3 clusters Score -482880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -482884.000000 Penalty: 2676.836670
	Iteration 60F: 3 clusters Score -482884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -482887.468750 Penalty: 2676.836670
	Iteration 61Q: 3 clusters Score -482887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -482888.093750 Penalty: 2676.836670
	Iteration 62Q: 3 clusters Score -482888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -482889.093750 Penalty: 2676.836670
	Iteration 63Q: 3 clusters Score -482889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -482889.500000 Penalty: 2676.836670
	Iteration 64Q: 3 clusters Score -482889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -482889.625000 Penalty: 2676.836670
	Iteration 65Q: 3 clusters Score -482889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -482889.625000 Penalty: 2676.836670
	Iteration 66F: 3 clusters Score -482889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 196 members 
Entering Unmasked Estep 
Score: -42749.148438 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42749.15 nChanged 92
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: -43001.562500 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -43001.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43089.808594 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -43089.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43128.195312 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -43128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43151.269531 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43151.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43171.718750 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43171.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43185.828125 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43185.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43192.449219 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -43192.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43201.421875 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -43201.42 nChanged 3
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: -43204.535156 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -43204.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43204.992188 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -43204.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43204.992188 Penalty: 1946.412354
	Iteration 11F: 3 clusters Score -43204.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -604157.812500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -604157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -600326.437500 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -600326.4 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -601404.937500 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -601404.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -601595.312500 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -601595.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -601701.687500 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -601701.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -601783.687500 Penalty: 2750.183350
	Iteration 4Q: 3 clusters Score -601783.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -601852.937500 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -601852.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -601906.875000 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -601906.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -601959.750000 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -601959.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -602008.187500 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -602008.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -602065.500000 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -602065.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -602131.937500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -602131.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -602200.437500 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -602200.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -602257.062500 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -602257.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -602313.250000 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -602313.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -602376.937500 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -602376.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -602439.125000 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -602439.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -602515.937500 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -602515.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -602584.562500 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -602584.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -602649.875000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -602649.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -602716.812500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -602716.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -602772.500000 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -602772.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -602812.562500 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -602812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -602854.312500 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -602854.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -602897.750000 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -602897.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -602933.187500 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -602933.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -602963.187500 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -602963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -602987.375000 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -602987.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -603002.562500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -603002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -603012.000000 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -603012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -603018.625000 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -603018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -603022.187500 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -603022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -603024.375000 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -603024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -603028.750000 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -603028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -603030.375000 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -603030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -603031.750000 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -603031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -603033.750000 Penalty: 2750.183350
	Iteration 35Q: 3 clusters Score -603033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -603033.750000 Penalty: 2750.183350
	Iteration 36Q: 3 clusters Score -603033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -603034.312500 Penalty: 2750.183350
	Iteration 37Q: 3 clusters Score -603034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -603034.312500 Penalty: 2750.183350
	Iteration 38F: 3 clusters Score -603034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -130667.117188 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -130667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129200.507812 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -129200.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129471.546875 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -129471.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129574.437500 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -129574.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129639.070312 Penalty: 2249.538818
	Iteration 3F: 3 clusters Score -129639.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129666.328125 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -129666.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -129691.437500 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -129691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129716.695312 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -129716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -129725.570312 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -129725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129730.437500 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -129730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -129734.562500 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -129734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -129737.960938 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -129738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -129739.890625 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -129739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -129741.460938 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -129741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -129741.460938 Penalty: 2249.538818
	Iteration 13F: 3 clusters Score -129741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152219.546875 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152219.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -152504.671875 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152504.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152615.484375 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152615.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152702.140625 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -152702.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152756.656250 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152756.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152804.562500 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152804.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152831.125000 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152831.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152860.031250 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152888.593750 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152918.687500 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152918.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152934.312500 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152934.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152950.078125 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152967.140625 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152967.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152984.906250 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153000.828125 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -153000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153025.312500 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -153025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153048.000000 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -153048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -153061.406250 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -153061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153073.250000 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -153073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -153076.078125 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -153076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153077.921875 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -153077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -153079.328125 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -153079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -153079.843750 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -153079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -153079.843750 Penalty: 2296.046875
	Iteration 23F: 3 clusters Score -153079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -1007063.250000 Penalty: 1452.894775
	Iteration 0F: 2 clusters Score -1007063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1001382.187500 Penalty: 2905.789551
	Iteration 0F: 3 clusters Score -1001382 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1003110.125000 Penalty: 2905.789551
	Iteration 1F: 3 clusters Score -1003110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1003399.062500 Penalty: 2905.789551
	Iteration 2F: 3 clusters Score -1003399 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1003615.250000 Penalty: 2905.789551
	Iteration 3F: 3 clusters Score -1003615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1003820.250000 Penalty: 2905.789551
	Iteration 4Q: 3 clusters Score -1003820 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1004006.812500 Penalty: 2905.789551
	Iteration 5Q: 3 clusters Score -1004007 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1004184.625000 Penalty: 2905.789551
	Iteration 6Q: 3 clusters Score -1004185 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1004335.812500 Penalty: 2905.789551
	Iteration 7Q: 3 clusters Score -1004336 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1004477.687500 Penalty: 2905.789551
	Iteration 8Q: 3 clusters Score -1004478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1004599.187500 Penalty: 2905.789551
	Iteration 9Q: 3 clusters Score -1004599 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1004713.125000 Penalty: 2905.789551
	Iteration 10Q: 3 clusters Score -1004713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1004813.062500 Penalty: 2905.789551
	Iteration 11Q: 3 clusters Score -1004813 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1004894.250000 Penalty: 2905.789551
	Iteration 12Q: 3 clusters Score -1004894 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1004971.875000 Penalty: 2905.789551
	Iteration 13Q: 3 clusters Score -1004972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1005048.937500 Penalty: 2905.789551
	Iteration 14Q: 3 clusters Score -1005049 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1005136.312500 Penalty: 2905.789551
	Iteration 15Q: 3 clusters Score -1005136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1005216.937500 Penalty: 2905.789551
	Iteration 16Q: 3 clusters Score -1005217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1005317.625000 Penalty: 2905.789551
	Iteration 17Q: 3 clusters Score -1005318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1005441.250000 Penalty: 2905.789551
	Iteration 18Q: 3 clusters Score -1005441 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1005573.312500 Penalty: 2905.789551
	Iteration 19Q: 3 clusters Score -1005573 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1005706.625000 Penalty: 2905.789551
	Iteration 20F: 3 clusters Score -1005707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1005816.875000 Penalty: 2905.789551
	Iteration 21Q: 3 clusters Score -1005817 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1005899.375000 Penalty: 2905.789551
	Iteration 22Q: 3 clusters Score -1005899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1005954.937500 Penalty: 2905.789551
	Iteration 23Q: 3 clusters Score -1005955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1006004.500000 Penalty: 2905.789551
	Iteration 24Q: 3 clusters Score -1006004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1006040.875000 Penalty: 2905.789551
	Iteration 25Q: 3 clusters Score -1006041 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1006066.625000 Penalty: 2905.789551
	Iteration 26Q: 3 clusters Score -1006067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1006088.937500 Penalty: 2905.789551
	Iteration 27Q: 3 clusters Score -1006089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1006100.000000 Penalty: 2905.789551
	Iteration 28Q: 3 clusters Score -1006100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1006109.500000 Penalty: 2905.789551
	Iteration 29Q: 3 clusters Score -1006110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1006118.812500 Penalty: 2905.789551
	Iteration 30Q: 3 clusters Score -1006119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1006126.187500 Penalty: 2905.789551
	Iteration 31Q: 3 clusters Score -1006126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1006133.000000 Penalty: 2905.789551
	Iteration 32Q: 3 clusters Score -1006133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1006141.125000 Penalty: 2905.789551
	Iteration 33Q: 3 clusters Score -1006141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1006145.687500 Penalty: 2905.789551
	Iteration 34Q: 3 clusters Score -1006146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1006149.937500 Penalty: 2905.789551
	Iteration 35Q: 3 clusters Score -1006150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1006151.312500 Penalty: 2905.789551
	Iteration 36Q: 3 clusters Score -1006151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1006152.437500 Penalty: 2905.789551
	Iteration 37Q: 3 clusters Score -1006152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1006154.062500 Penalty: 2905.789551
	Iteration 38Q: 3 clusters Score -1006154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1006151.562500 Penalty: 2905.789551
	Iteration 39Q: 3 clusters Score -1006152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1006153.312500 Penalty: 2905.789551
	Iteration 40F: 3 clusters Score -1006153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Entering Unmasked Estep 
Score: -10176171.000000 Penalty: 1823.246216
	Iteration 0F: 2 clusters Score -1.017617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -10128199.000000 Penalty: 3646.492432
	Iteration 0F: 3 clusters Score -1.01282e+07 nChanged 35474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -10148955.000000 Penalty: 3646.492432
	Iteration 1F: 3 clusters Score -1.014896e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -10149870.000000 Penalty: 3646.492432
	Iteration 2Q: 3 clusters Score -1.014987e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -10151017.000000 Penalty: 3646.492432
	Iteration 3Q: 3 clusters Score -1.015102e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -10152775.000000 Penalty: 3646.492432
	Iteration 4Q: 3 clusters Score -1.015278e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -10155356.000000 Penalty: 3646.492432
	Iteration 5F: 3 clusters Score -1.015536e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -10159140.000000 Penalty: 3646.492432
	Iteration 6F: 3 clusters Score -1.015914e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -10163747.000000 Penalty: 3646.492432
	Iteration 7F: 3 clusters Score -1.016375e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10167978.000000 Penalty: 3646.492432
	Iteration 8F: 3 clusters Score -1.016798e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -10170728.000000 Penalty: 3646.492432
	Iteration 9Q: 3 clusters Score -1.017073e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10172406.000000 Penalty: 3646.492432
	Iteration 10Q: 3 clusters Score -1.017241e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10173369.000000 Penalty: 3646.492432
	Iteration 11Q: 3 clusters Score -1.017337e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10173889.000000 Penalty: 3646.492432
	Iteration 12Q: 3 clusters Score -1.017389e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10174206.000000 Penalty: 3646.492432
	Iteration 13Q: 3 clusters Score -1.017421e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10174354.000000 Penalty: 3646.492432
	Iteration 14Q: 3 clusters Score -1.017435e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10174451.000000 Penalty: 3646.492432
	Iteration 15Q: 3 clusters Score -1.017445e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10174501.000000 Penalty: 3646.492432
	Iteration 16Q: 3 clusters Score -1.01745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10174533.000000 Penalty: 3646.492432
	Iteration 17Q: 3 clusters Score -1.017453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10174552.000000 Penalty: 3646.492432
	Iteration 18Q: 3 clusters Score -1.017455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10174566.000000 Penalty: 3646.492432
	Iteration 19Q: 3 clusters Score -1.017457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10174568.000000 Penalty: 3646.492432
	Iteration 20F: 3 clusters Score -1.017457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10174585.000000 Penalty: 3646.492432
	Iteration 21Q: 3 clusters Score -1.017458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10174578.000000 Penalty: 3646.492432
	Iteration 22Q: 3 clusters Score -1.017458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10174594.000000 Penalty: 3646.492432
	Iteration 23Q: 3 clusters Score -1.017459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10174591.000000 Penalty: 3646.492432
	Iteration 24Q: 3 clusters Score -1.017459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10174591.000000 Penalty: 3646.492432
	Iteration 25F: 3 clusters Score -1.017459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81605.648438 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81605.65 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81778.625000 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81778.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81838.820312 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81838.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81864.218750 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -81864.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81892.632812 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -81892.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81913.046875 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -81913.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81928.617188 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -81928.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81944.914062 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -81944.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81953.937500 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -81953.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81962.992188 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -81962.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81970.390625 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -81970.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81978.140625 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -81978.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81986.523438 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -81986.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81998.648438 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -81998.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82002.023438 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82002.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82007.281250 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82007.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82016.585938 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82016.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82024.140625 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -82024.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82030.601562 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -82030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82032.359375 Penalty: 2110.961182
	Iteration 19Q: 3 clusters Score -82032.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82035.367188 Penalty: 2110.961182
	Iteration 20F: 3 clusters Score -82035.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82035.843750 Penalty: 2110.961182
	Iteration 21Q: 3 clusters Score -82035.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82036.554688 Penalty: 2110.961182
	Iteration 22Q: 3 clusters Score -82036.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82037.460938 Penalty: 2110.961182
	Iteration 23Q: 3 clusters Score -82037.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82039.929688 Penalty: 2110.961182
	Iteration 24Q: 3 clusters Score -82039.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -82045.312500 Penalty: 2110.961182
	Iteration 25Q: 3 clusters Score -82045.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82048.750000 Penalty: 2110.961182
	Iteration 26Q: 3 clusters Score -82048.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82049.007812 Penalty: 2110.961182
	Iteration 27Q: 3 clusters Score -82049.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82049.429688 Penalty: 2110.961182
	Iteration 28Q: 3 clusters Score -82049.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82049.828125 Penalty: 2110.961182
	Iteration 29Q: 3 clusters Score -82049.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82052.585938 Penalty: 2110.961182
	Iteration 30Q: 3 clusters Score -82052.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82054.609375 Penalty: 2110.961182
	Iteration 31Q: 3 clusters Score -82054.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82055.882812 Penalty: 2110.961182
	Iteration 32Q: 3 clusters Score -82055.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82056.500000 Penalty: 2110.961182
	Iteration 33Q: 3 clusters Score -82056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82056.500000 Penalty: 2110.961182
	Iteration 34F: 3 clusters Score -82056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Entering Unmasked Estep 
Score: -4434286.500000 Penalty: 1696.601440
	Iteration 0F: 2 clusters Score -4434286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4411210.500000 Penalty: 3393.202881
	Iteration 0F: 3 clusters Score -4411210 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4420638.500000 Penalty: 3393.202881
	Iteration 1F: 3 clusters Score -4420638 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4421517.000000 Penalty: 3393.202881
	Iteration 2F: 3 clusters Score -4421517 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4422353.500000 Penalty: 3393.202881
	Iteration 3F: 3 clusters Score -4422354 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4423277.500000 Penalty: 3393.202881
	Iteration 4F: 3 clusters Score -4423278 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4424270.000000 Penalty: 3393.202881
	Iteration 5F: 3 clusters Score -4424270 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4425311.500000 Penalty: 3393.202881
	Iteration 6F: 3 clusters Score -4425312 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4426345.500000 Penalty: 3393.202881
	Iteration 7F: 3 clusters Score -4426346 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4427298.000000 Penalty: 3393.202881
	Iteration 8Q: 3 clusters Score -4427298 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4428120.000000 Penalty: 3393.202881
	Iteration 9Q: 3 clusters Score -4428120 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4428888.000000 Penalty: 3393.202881
	Iteration 10Q: 3 clusters Score -4428888 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4429548.000000 Penalty: 3393.202881
	Iteration 11Q: 3 clusters Score -4429548 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4430106.500000 Penalty: 3393.202881
	Iteration 12Q: 3 clusters Score -4430106 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4430594.500000 Penalty: 3393.202881
	Iteration 13Q: 3 clusters Score -4430594 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4431025.500000 Penalty: 3393.202881
	Iteration 14Q: 3 clusters Score -4431026 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -4431495.000000 Penalty: 3393.202881
	Iteration 15Q: 3 clusters Score -4431495 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4431891.000000 Penalty: 3393.202881
	Iteration 16Q: 3 clusters Score -4431891 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4432240.500000 Penalty: 3393.202881
	Iteration 17Q: 3 clusters Score -4432240 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4432587.500000 Penalty: 3393.202881
	Iteration 18Q: 3 clusters Score -4432588 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4432862.000000 Penalty: 3393.202881
	Iteration 19Q: 3 clusters Score -4432862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4433047.000000 Penalty: 3393.202881
	Iteration 20F: 3 clusters Score -4433047 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4433225.500000 Penalty: 3393.202881
	Iteration 21Q: 3 clusters Score -4433226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4433334.500000 Penalty: 3393.202881
	Iteration 22Q: 3 clusters Score -4433334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4433395.500000 Penalty: 3393.202881
	Iteration 23Q: 3 clusters Score -4433396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4433456.500000 Penalty: 3393.202881
	Iteration 24Q: 3 clusters Score -4433456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4433505.000000 Penalty: 3393.202881
	Iteration 25Q: 3 clusters Score -4433505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4433524.000000 Penalty: 3393.202881
	Iteration 26Q: 3 clusters Score -4433524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4433572.500000 Penalty: 3393.202881
	Iteration 27Q: 3 clusters Score -4433572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4433597.000000 Penalty: 3393.202881
	Iteration 28Q: 3 clusters Score -4433597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4433621.500000 Penalty: 3393.202881
	Iteration 29Q: 3 clusters Score -4433622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4433637.000000 Penalty: 3393.202881
	Iteration 30Q: 3 clusters Score -4433637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4433652.500000 Penalty: 3393.202881
	Iteration 31Q: 3 clusters Score -4433652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4433661.000000 Penalty: 3393.202881
	Iteration 32Q: 3 clusters Score -4433661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4433673.000000 Penalty: 3393.202881
	Iteration 33Q: 3 clusters Score -4433673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4433672.000000 Penalty: 3393.202881
	Iteration 34Q: 3 clusters Score -4433672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4433676.500000 Penalty: 3393.202881
	Iteration 35Q: 3 clusters Score -4433676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4433674.000000 Penalty: 3393.202881
	Iteration 36Q: 3 clusters Score -4433674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4433676.500000 Penalty: 3393.202881
	Iteration 37Q: 3 clusters Score -4433676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4433673.500000 Penalty: 3393.202881
	Iteration 38Q: 3 clusters Score -4433674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4433673.000000 Penalty: 3393.202881
	Iteration 39Q: 3 clusters Score -4433673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4433678.000000 Penalty: 3393.202881
	Iteration 40F: 3 clusters Score -4433678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4433677.000000 Penalty: 3393.202881
	Iteration 41Q: 3 clusters Score -4433677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4433677.500000 Penalty: 3393.202881
	Iteration 42Q: 3 clusters Score -4433678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4433677.500000 Penalty: 3393.202881
	Iteration 43F: 3 clusters Score -4433678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58554.886719 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58554.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58720.535156 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58720.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58782.378906 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58782.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58825.234375 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58825.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58857.656250 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58857.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58873.503906 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58886.593750 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58886.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58902.074219 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58902.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58912.445312 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58912.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -58915.722656 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -58915.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -58918.609375 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -58918.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58919.593750 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -58919.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58919.593750 Penalty: 2009.177612
	Iteration 12F: 3 clusters Score -58919.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3455582.250000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455582 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3462061.500000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462062 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3462394.250000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462394 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3462720.500000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3462720 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3463197.250000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3463197 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3463791.500000 Penalty: 3303.776855
	Iteration 5Q: 3 clusters Score -3463792 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3464618.500000 Penalty: 3303.776855
	Iteration 6F: 3 clusters Score -3464618 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3465820.000000 Penalty: 3303.776855
	Iteration 7F: 3 clusters Score -3465820 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3467275.750000 Penalty: 3303.776855
	Iteration 8F: 3 clusters Score -3467276 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3468904.250000 Penalty: 3303.776855
	Iteration 9F: 3 clusters Score -3468904 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3470294.000000 Penalty: 3303.776855
	Iteration 10F: 3 clusters Score -3470294 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3471292.500000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3471292 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3471845.750000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3471846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3472173.500000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3472174 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3472320.000000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3472320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3472388.250000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3472388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3472431.750000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3472438.500000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3472442.250000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3472447.500000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3472460.750000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3472457.500000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3472457.750000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3472455.000000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3472455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3472458.000000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3472458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3472458.000000 Penalty: 3303.776855
	Iteration 25F: 3 clusters Score -3472458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159939.171875 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159939.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160190.671875 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160190.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160258.390625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160258.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160300.453125 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160300.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160333.593750 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160333.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160353.437500 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -160362.640625 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160362.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -160369.187500 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -160373.562500 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -160378.734375 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160380.625000 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -160381.781250 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -160383.687500 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -160384.765625 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160385.812500 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -160385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -160389.781250 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -160389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -160393.515625 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -160393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -160394.718750 Penalty: 2244.369873
	Iteration 17Q: 3 clusters Score -160394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -160394.718750 Penalty: 2244.369873
	Iteration 18F: 3 clusters Score -160394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 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 135 members 
Entering Unmasked Estep 
Score: -32138.691406 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32138.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32224.794922 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32224.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32255.207031 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32255.21 nChanged 3
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: -32260.367188 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32260.37 nChanged 0
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: -32260.367188 Penalty: 1802.182617
	Iteration 4F: 3 clusters Score -32260.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -647915.812500 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -647915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -643990.000000 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -643990 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -645129.250000 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -645129.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -645354.062500 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -645354.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -645543.625000 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -645543.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -645719.250000 Penalty: 2762.978027
	Iteration 4F: 3 clusters Score -645719.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -645888.625000 Penalty: 2762.978027
	Iteration 5Q: 3 clusters Score -645888.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -646067.562500 Penalty: 2762.978027
	Iteration 6F: 3 clusters Score -646067.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -646304.687500 Penalty: 2762.978027
	Iteration 7F: 3 clusters Score -646304.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -646528.062500 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -646528.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -646737.125000 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -646737.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -646874.812500 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -646874.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -646977.375000 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -646977.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -647057.562500 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -647057.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -647128.562500 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -647128.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -647177.812500 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -647177.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -647213.312500 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -647213.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -647229.000000 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -647229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -647240.062500 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -647240.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -647247.875000 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -647247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -647252.437500 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -647252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -647253.812500 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -647253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -647253.687500 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -647253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -647253.812500 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -647253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -647253.812500 Penalty: 2762.978027
	Iteration 23F: 3 clusters Score -647253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 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 143 members 
Entering Unmasked Estep 
Score: -34650.570312 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34650.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34847.417969 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34847.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34971.609375 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -34971.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35050.085938 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -35050.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35100.472656 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -35100.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35136.734375 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35136.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35181.242188 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35181.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35183.605469 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -35183.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35184.808594 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -35184.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35184.808594 Penalty: 1864.385986
	Iteration 9F: 3 clusters Score -35184.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 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: -15376.712891 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15376.71 nChanged 35
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: -15482.283203 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15482.28 nChanged 10
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: -15509.285156 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15509.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15520.932617 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15520.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15531.458984 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15531.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15541.117188 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15541.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15544.461914 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -15544.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15544.461914 Penalty: 1676.692993
	Iteration 7F: 3 clusters Score -15544.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1021501.750000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1021502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1015557.750000 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -1015558 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1017330.437500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1017330 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1017538.250000 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1017538 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1017704.687500 Penalty: 2923.831543
	Iteration 3F: 3 clusters Score -1017705 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1017862.250000 Penalty: 2923.831543
	Iteration 4Q: 3 clusters Score -1017862 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1018036.437500 Penalty: 2923.831543
	Iteration 5Q: 3 clusters Score -1018036 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1018244.687500 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -1018245 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1018463.625000 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1018464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1018753.500000 Penalty: 2923.831543
	Iteration 8F: 3 clusters Score -1018754 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1019113.625000 Penalty: 2923.831543
	Iteration 9F: 3 clusters Score -1019114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1019508.437500 Penalty: 2923.831543
	Iteration 10F: 3 clusters Score -1019508 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1019869.562500 Penalty: 2923.831543
	Iteration 11F: 3 clusters Score -1019870 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1020154.937500 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1020155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1020369.375000 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1020369 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1020510.187500 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1020510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1020594.937500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1020595 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1020637.937500 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1020638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1020671.062500 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1020671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1020701.250000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1020701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1020713.062500 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1020713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1020719.562500 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1020720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1020723.250000 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1020723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1020724.937500 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1020725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1020726.875000 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1020727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1020730.750000 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1020731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1020734.500000 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1020734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1020738.625000 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1020739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1020741.187500 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1020741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1020746.812500 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1020747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1020750.062500 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1020750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1020752.125000 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1020752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1020753.875000 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1020754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1020754.000000 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1020754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1020755.875000 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1020756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1020757.312500 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1020757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1020757.312500 Penalty: 2923.831543
	Iteration 35F: 3 clusters Score -1020757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -500906.843750 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -500906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -497485.875000 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -497485.9 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -498413.593750 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -498413.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -498684.812500 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -498684.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -498982.781250 Penalty: 2707.452393
	Iteration 3F: 3 clusters Score -498982.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -499360.562500 Penalty: 2707.452393
	Iteration 4F: 3 clusters Score -499360.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -499792.312500 Penalty: 2707.452393
	Iteration 5F: 3 clusters Score -499792.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -500214.437500 Penalty: 2707.452393
	Iteration 6F: 3 clusters Score -500214.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -500549.156250 Penalty: 2707.452393
	Iteration 7F: 3 clusters Score -500549.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -500820.843750 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -500820.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -501048.968750 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -501049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -501204.843750 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -501204.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -501239.906250 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -501239.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -501250.593750 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -501250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -501253.718750 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -501253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -501258.093750 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -501258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -501260.343750 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -501260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -501261.062500 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -501261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -501260.468750 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -501260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -501260.468750 Penalty: 2707.452393
	Iteration 18F: 3 clusters Score -501260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61300 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 1001 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14047 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13722 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12489 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9484 members 
Mstep: Class 73 contains 71687 members 
Mstep: Class 74 contains 3148 members 
Entering Unmasked Estep 
Score: -68998888.000000 Penalty: 158513.796875
Splitting cluster 38 changes total score from -68999320.000000 to -68998888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21436.541016 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21436.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21605.980469 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21605.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21674.919922 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21674.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21702.521484 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21702.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21725.242188 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21725.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21776.818359 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21776.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21779.630859 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21779.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21779.630859 Penalty: 1726.791992
	Iteration 7F: 3 clusters Score -21779.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -623310.437500 Penalty: 1380.362427
	Iteration 0F: 2 clusters Score -623310.4 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 2413 members 
Entering Unmasked Estep 
Score: -619437.875000 Penalty: 2760.724854
	Iteration 0F: 3 clusters Score -619437.9 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -620496.062500 Penalty: 2760.724854
	Iteration 1F: 3 clusters Score -620496.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -620700.937500 Penalty: 2760.724854
	Iteration 2F: 3 clusters Score -620700.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -620866.625000 Penalty: 2760.724854
	Iteration 3F: 3 clusters Score -620866.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -621022.750000 Penalty: 2760.724854
	Iteration 4F: 3 clusters Score -621022.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -621187.125000 Penalty: 2760.724854
	Iteration 5Q: 3 clusters Score -621187.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -621327.812500 Penalty: 2760.724854
	Iteration 6Q: 3 clusters Score -621327.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -621448.625000 Penalty: 2760.724854
	Iteration 7Q: 3 clusters Score -621448.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -621575.125000 Penalty: 2760.724854
	Iteration 8Q: 3 clusters Score -621575.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -621665.125000 Penalty: 2760.724854
	Iteration 9Q: 3 clusters Score -621665.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -621741.062500 Penalty: 2760.724854
	Iteration 10Q: 3 clusters Score -621741.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -621797.562500 Penalty: 2760.724854
	Iteration 11Q: 3 clusters Score -621797.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -621840.750000 Penalty: 2760.724854
	Iteration 12Q: 3 clusters Score -621840.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -621896.125000 Penalty: 2760.724854
	Iteration 13Q: 3 clusters Score -621896.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -621955.312500 Penalty: 2760.724854
	Iteration 14Q: 3 clusters Score -621955.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -622003.375000 Penalty: 2760.724854
	Iteration 15Q: 3 clusters Score -622003.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -622039.500000 Penalty: 2760.724854
	Iteration 16Q: 3 clusters Score -622039.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -622070.312500 Penalty: 2760.724854
	Iteration 17Q: 3 clusters Score -622070.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -622090.875000 Penalty: 2760.724854
	Iteration 18Q: 3 clusters Score -622090.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -622108.375000 Penalty: 2760.724854
	Iteration 19Q: 3 clusters Score -622108.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -622122.437500 Penalty: 2760.724854
	Iteration 20F: 3 clusters Score -622122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -622129.875000 Penalty: 2760.724854
	Iteration 21Q: 3 clusters Score -622129.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -622136.625000 Penalty: 2760.724854
	Iteration 22Q: 3 clusters Score -622136.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -622143.375000 Penalty: 2760.724854
	Iteration 23Q: 3 clusters Score -622143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -622150.125000 Penalty: 2760.724854
	Iteration 24Q: 3 clusters Score -622150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -622155.500000 Penalty: 2760.724854
	Iteration 25Q: 3 clusters Score -622155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -622163.812500 Penalty: 2760.724854
	Iteration 26Q: 3 clusters Score -622163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -622168.375000 Penalty: 2760.724854
	Iteration 27Q: 3 clusters Score -622168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -622173.000000 Penalty: 2760.724854
	Iteration 28Q: 3 clusters Score -622173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -622178.125000 Penalty: 2760.724854
	Iteration 29Q: 3 clusters Score -622178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -622180.625000 Penalty: 2760.724854
	Iteration 30Q: 3 clusters Score -622180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -622180.625000 Penalty: 2760.724854
	Iteration 31F: 3 clusters Score -622180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244578.296875 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244578.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -245046.046875 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -245168.890625 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245168.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -245247.312500 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245247.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -245290.984375 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245331.921875 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245331.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245378.421875 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245378.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245411.781250 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245411.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -245443.046875 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -245474.578125 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245474.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -245514.578125 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245514.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -245551.421875 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245551.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245574.875000 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245574.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -245588.343750 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245588.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -245602.000000 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -245612.515625 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -245624.593750 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245624.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245641.093750 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245641.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -245652.171875 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -245660.703125 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245667.375000 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -245672.796875 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245682.562500 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245689.546875 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -245691.562500 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -245694.375000 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245696.921875 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -245696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -245700.781250 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -245700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245707.125000 Penalty: 2453.964844
	Iteration 28Q: 3 clusters Score -245707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245716.390625 Penalty: 2453.964844
	Iteration 29Q: 3 clusters Score -245716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -245721.984375 Penalty: 2453.964844
	Iteration 30Q: 3 clusters Score -245722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -245725.015625 Penalty: 2453.964844
	Iteration 31Q: 3 clusters Score -245725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -245728.625000 Penalty: 2453.964844
	Iteration 32Q: 3 clusters Score -245728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -245730.656250 Penalty: 2453.964844
	Iteration 33Q: 3 clusters Score -245730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -245731.890625 Penalty: 2453.964844
	Iteration 34Q: 3 clusters Score -245731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -245734.093750 Penalty: 2453.964844
	Iteration 35Q: 3 clusters Score -245734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245735.421875 Penalty: 2453.964844
	Iteration 36Q: 3 clusters Score -245735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245735.421875 Penalty: 2453.964844
	Iteration 37F: 3 clusters Score -245735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18111.238281 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18111.24 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18337.138672 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18337.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18428.728516 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18428.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18493.701172 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -18493.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18533.966797 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18533.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18552.683594 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18552.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18575.828125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18575.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18593.167969 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18593.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18606.974609 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18606.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18625.443359 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18625.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18630.789062 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -18630.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18638.318359 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -18638.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18640.466797 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -18640.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18640.466797 Penalty: 1924.512939
	Iteration 13F: 3 clusters Score -18640.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193370.796875 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193370.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191616.812500 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191616.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191956.250000 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191956.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -192031.968750 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192078.234375 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -192078.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192117.593750 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192117.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192145.500000 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192145.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192158.484375 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192166.203125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192172.187500 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -192176.796875 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192180.796875 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192185.281250 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192188.000000 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192193.609375 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192195.609375 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192198.250000 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192200.093750 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -192200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192200.234375 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -192200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192202.281250 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -192202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192205.500000 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -192205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192207.375000 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -192207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192208.515625 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -192208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192208.515625 Penalty: 2370.451904
	Iteration 22F: 3 clusters Score -192208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1923305.625000 Penalty: 1551.901733
	Iteration 0F: 2 clusters Score -1923306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1913442.375000 Penalty: 3103.803467
	Iteration 0F: 3 clusters Score -1913442 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1916832.000000 Penalty: 3103.803467
	Iteration 1F: 3 clusters Score -1916832 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1917154.750000 Penalty: 3103.803467
	Iteration 2F: 3 clusters Score -1917155 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1917489.875000 Penalty: 3103.803467
	Iteration 3F: 3 clusters Score -1917490 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1917856.000000 Penalty: 3103.803467
	Iteration 4Q: 3 clusters Score -1917856 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1918290.500000 Penalty: 3103.803467
	Iteration 5F: 3 clusters Score -1918290 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1918714.625000 Penalty: 3103.803467
	Iteration 6Q: 3 clusters Score -1918715 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1919202.250000 Penalty: 3103.803467
	Iteration 7Q: 3 clusters Score -1919202 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1919631.750000 Penalty: 3103.803467
	Iteration 8Q: 3 clusters Score -1919632 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1920018.500000 Penalty: 3103.803467
	Iteration 9Q: 3 clusters Score -1920018 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1920370.875000 Penalty: 3103.803467
	Iteration 10Q: 3 clusters Score -1920371 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1920634.375000 Penalty: 3103.803467
	Iteration 11Q: 3 clusters Score -1920634 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1920841.875000 Penalty: 3103.803467
	Iteration 12Q: 3 clusters Score -1920842 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1920992.875000 Penalty: 3103.803467
	Iteration 13Q: 3 clusters Score -1920993 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1921133.125000 Penalty: 3103.803467
	Iteration 14Q: 3 clusters Score -1921133 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1921240.750000 Penalty: 3103.803467
	Iteration 15Q: 3 clusters Score -1921241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1921303.875000 Penalty: 3103.803467
	Iteration 16Q: 3 clusters Score -1921304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1921367.000000 Penalty: 3103.803467
	Iteration 17Q: 3 clusters Score -1921367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1921428.375000 Penalty: 3103.803467
	Iteration 18Q: 3 clusters Score -1921428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1921463.125000 Penalty: 3103.803467
	Iteration 19Q: 3 clusters Score -1921463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1921488.500000 Penalty: 3103.803467
	Iteration 20F: 3 clusters Score -1921488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1921515.250000 Penalty: 3103.803467
	Iteration 21Q: 3 clusters Score -1921515 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1921545.875000 Penalty: 3103.803467
	Iteration 22Q: 3 clusters Score -1921546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1921568.125000 Penalty: 3103.803467
	Iteration 23Q: 3 clusters Score -1921568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1921585.125000 Penalty: 3103.803467
	Iteration 24Q: 3 clusters Score -1921585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1921597.125000 Penalty: 3103.803467
	Iteration 25Q: 3 clusters Score -1921597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1921613.375000 Penalty: 3103.803467
	Iteration 26Q: 3 clusters Score -1921613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1921627.625000 Penalty: 3103.803467
	Iteration 27Q: 3 clusters Score -1921628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1921643.750000 Penalty: 3103.803467
	Iteration 28Q: 3 clusters Score -1921644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1921655.250000 Penalty: 3103.803467
	Iteration 29Q: 3 clusters Score -1921655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1921665.875000 Penalty: 3103.803467
	Iteration 30Q: 3 clusters Score -1921666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1921671.125000 Penalty: 3103.803467
	Iteration 31Q: 3 clusters Score -1921671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1921680.750000 Penalty: 3103.803467
	Iteration 32Q: 3 clusters Score -1921681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1921685.875000 Penalty: 3103.803467
	Iteration 33Q: 3 clusters Score -1921686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1921691.875000 Penalty: 3103.803467
	Iteration 34Q: 3 clusters Score -1921692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1921699.875000 Penalty: 3103.803467
	Iteration 35Q: 3 clusters Score -1921700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1921704.625000 Penalty: 3103.803467
	Iteration 36Q: 3 clusters Score -1921705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1921710.625000 Penalty: 3103.803467
	Iteration 37Q: 3 clusters Score -1921711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1921712.375000 Penalty: 3103.803467
	Iteration 38Q: 3 clusters Score -1921712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1921717.750000 Penalty: 3103.803467
	Iteration 39Q: 3 clusters Score -1921718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1921719.250000 Penalty: 3103.803467
	Iteration 40F: 3 clusters Score -1921719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1921725.750000 Penalty: 3103.803467
	Iteration 41Q: 3 clusters Score -1921726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1921728.125000 Penalty: 3103.803467
	Iteration 42Q: 3 clusters Score -1921728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1921729.250000 Penalty: 3103.803467
	Iteration 43Q: 3 clusters Score -1921729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1921733.000000 Penalty: 3103.803467
	Iteration 44Q: 3 clusters Score -1921733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1921732.250000 Penalty: 3103.803467
	Iteration 45Q: 3 clusters Score -1921732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1921734.000000 Penalty: 3103.803467
	Iteration 46Q: 3 clusters Score -1921734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1921734.375000 Penalty: 3103.803467
	Iteration 47Q: 3 clusters Score -1921734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1921738.250000 Penalty: 3103.803467
	Iteration 48Q: 3 clusters Score -1921738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1921742.250000 Penalty: 3103.803467
	Iteration 49Q: 3 clusters Score -1921742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1921742.500000 Penalty: 3103.803467
	Iteration 50Q: 3 clusters Score -1921742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1921742.625000 Penalty: 3103.803467
	Iteration 51Q: 3 clusters Score -1921743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1921746.750000 Penalty: 3103.803467
	Iteration 52Q: 3 clusters Score -1921747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1921749.125000 Penalty: 3103.803467
	Iteration 53Q: 3 clusters Score -1921749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1921757.500000 Penalty: 3103.803467
	Iteration 54Q: 3 clusters Score -1921758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1921758.125000 Penalty: 3103.803467
	Iteration 55Q: 3 clusters Score -1921758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1921758.375000 Penalty: 3103.803467
	Iteration 56Q: 3 clusters Score -1921758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1921759.875000 Penalty: 3103.803467
	Iteration 57Q: 3 clusters Score -1921760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1921759.500000 Penalty: 3103.803467
	Iteration 58Q: 3 clusters Score -1921760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1921762.875000 Penalty: 3103.803467
	Iteration 59Q: 3 clusters Score -1921763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1921771.500000 Penalty: 3103.803467
	Iteration 60F: 3 clusters Score -1921772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1921776.625000 Penalty: 3103.803467
	Iteration 61Q: 3 clusters Score -1921777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1921787.500000 Penalty: 3103.803467
	Iteration 62Q: 3 clusters Score -1921788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1921791.750000 Penalty: 3103.803467
	Iteration 63Q: 3 clusters Score -1921792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1921798.625000 Penalty: 3103.803467
	Iteration 64Q: 3 clusters Score -1921799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1921800.750000 Penalty: 3103.803467
	Iteration 65Q: 3 clusters Score -1921801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1921801.000000 Penalty: 3103.803467
	Iteration 66Q: 3 clusters Score -1921801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1921800.250000 Penalty: 3103.803467
	Iteration 67Q: 3 clusters Score -1921800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1921801.750000 Penalty: 3103.803467
	Iteration 68Q: 3 clusters Score -1921802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1921801.750000 Penalty: 3103.803467
	Iteration 69Q: 3 clusters Score -1921802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1921804.875000 Penalty: 3103.803467
	Iteration 70Q: 3 clusters Score -1921805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1921805.375000 Penalty: 3103.803467
	Iteration 71Q: 3 clusters Score -1921805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1921806.500000 Penalty: 3103.803467
	Iteration 72Q: 3 clusters Score -1921806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1921810.250000 Penalty: 3103.803467
	Iteration 73Q: 3 clusters Score -1921810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1921814.500000 Penalty: 3103.803467
	Iteration 74Q: 3 clusters Score -1921814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1921815.750000 Penalty: 3103.803467
	Iteration 75Q: 3 clusters Score -1921816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1921814.875000 Penalty: 3103.803467
	Iteration 76Q: 3 clusters Score -1921815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1921817.625000 Penalty: 3103.803467
	Iteration 77Q: 3 clusters Score -1921818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1921817.500000 Penalty: 3103.803467
	Iteration 78Q: 3 clusters Score -1921818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1921819.000000 Penalty: 3103.803467
	Iteration 79Q: 3 clusters Score -1921819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1921820.250000 Penalty: 3103.803467
	Iteration 80F: 3 clusters Score -1921820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1921820.375000 Penalty: 3103.803467
	Iteration 81Q: 3 clusters Score -1921820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1921817.125000 Penalty: 3103.803467
	Iteration 82Q: 3 clusters Score -1921817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1921817.500000 Penalty: 3103.803467
	Iteration 83Q: 3 clusters Score -1921818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1921817.500000 Penalty: 3103.803467
	Iteration 84F: 3 clusters Score -1921818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -189062.750000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -189062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187299.156250 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -187299.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187752.500000 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -187752.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187921.015625 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -187921 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -188009.187500 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -188009.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188070.390625 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -188070.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -188110.765625 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -188110.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188140.656250 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -188140.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188160.968750 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -188161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188181.000000 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -188181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188201.453125 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -188201.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188223.765625 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -188223.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188252.078125 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -188252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188280.968750 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -188281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188290.718750 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -188290.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188302.796875 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -188302.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188312.375000 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -188312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188316.328125 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -188316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188318.578125 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -188318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188319.546875 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -188319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188322.312500 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -188322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188324.078125 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -188324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188325.859375 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -188325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188326.406250 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -188326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188327.000000 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -188327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188327.312500 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -188327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188327.312500 Penalty: 2372.434082
	Iteration 25F: 3 clusters Score -188327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Entering Unmasked Estep 
Score: -1786265.375000 Penalty: 1548.097778
	Iteration 0F: 2 clusters Score -1786265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1776675.250000 Penalty: 3096.195557
	Iteration 0F: 3 clusters Score -1776675 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1780006.125000 Penalty: 3096.195557
	Iteration 1F: 3 clusters Score -1780006 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1780391.875000 Penalty: 3096.195557
	Iteration 2F: 3 clusters Score -1780392 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1780807.375000 Penalty: 3096.195557
	Iteration 3F: 3 clusters Score -1780807 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1781272.750000 Penalty: 3096.195557
	Iteration 4F: 3 clusters Score -1781273 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1781797.375000 Penalty: 3096.195557
	Iteration 5F: 3 clusters Score -1781797 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1782394.375000 Penalty: 3096.195557
	Iteration 6F: 3 clusters Score -1782394 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1783053.125000 Penalty: 3096.195557
	Iteration 7F: 3 clusters Score -1783053 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1783668.000000 Penalty: 3096.195557
	Iteration 8F: 3 clusters Score -1783668 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1784121.750000 Penalty: 3096.195557
	Iteration 9Q: 3 clusters Score -1784122 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1784400.375000 Penalty: 3096.195557
	Iteration 10Q: 3 clusters Score -1784400 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1784560.875000 Penalty: 3096.195557
	Iteration 11Q: 3 clusters Score -1784561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1784668.500000 Penalty: 3096.195557
	Iteration 12Q: 3 clusters Score -1784668 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1784747.750000 Penalty: 3096.195557
	Iteration 13Q: 3 clusters Score -1784748 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1784795.125000 Penalty: 3096.195557
	Iteration 14Q: 3 clusters Score -1784795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1784840.625000 Penalty: 3096.195557
	Iteration 15Q: 3 clusters Score -1784841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1784879.750000 Penalty: 3096.195557
	Iteration 16Q: 3 clusters Score -1784880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1784923.000000 Penalty: 3096.195557
	Iteration 17Q: 3 clusters Score -1784923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1784954.375000 Penalty: 3096.195557
	Iteration 18Q: 3 clusters Score -1784954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1784961.375000 Penalty: 3096.195557
	Iteration 19Q: 3 clusters Score -1784961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1784972.500000 Penalty: 3096.195557
	Iteration 20F: 3 clusters Score -1784972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1784980.750000 Penalty: 3096.195557
	Iteration 21Q: 3 clusters Score -1784981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1784992.250000 Penalty: 3096.195557
	Iteration 22Q: 3 clusters Score -1784992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1784991.500000 Penalty: 3096.195557
	Iteration 23Q: 3 clusters Score -1784992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1784997.875000 Penalty: 3096.195557
	Iteration 24Q: 3 clusters Score -1784998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1785006.500000 Penalty: 3096.195557
	Iteration 25Q: 3 clusters Score -1785006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1785008.625000 Penalty: 3096.195557
	Iteration 26Q: 3 clusters Score -1785009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1785010.000000 Penalty: 3096.195557
	Iteration 27Q: 3 clusters Score -1785010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1785014.000000 Penalty: 3096.195557
	Iteration 28Q: 3 clusters Score -1785014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1785017.375000 Penalty: 3096.195557
	Iteration 29Q: 3 clusters Score -1785017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1785019.500000 Penalty: 3096.195557
	Iteration 30Q: 3 clusters Score -1785020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1785021.375000 Penalty: 3096.195557
	Iteration 31Q: 3 clusters Score -1785021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1785025.625000 Penalty: 3096.195557
	Iteration 32Q: 3 clusters Score -1785026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1785035.125000 Penalty: 3096.195557
	Iteration 33Q: 3 clusters Score -1785035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1785036.375000 Penalty: 3096.195557
	Iteration 34Q: 3 clusters Score -1785036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1785041.000000 Penalty: 3096.195557
	Iteration 35Q: 3 clusters Score -1785041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1785043.500000 Penalty: 3096.195557
	Iteration 36Q: 3 clusters Score -1785044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1785049.125000 Penalty: 3096.195557
	Iteration 37Q: 3 clusters Score -1785049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1785055.625000 Penalty: 3096.195557
	Iteration 38Q: 3 clusters Score -1785056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1785065.000000 Penalty: 3096.195557
	Iteration 39Q: 3 clusters Score -1785065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1785068.500000 Penalty: 3096.195557
	Iteration 40F: 3 clusters Score -1785068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1785075.875000 Penalty: 3096.195557
	Iteration 41Q: 3 clusters Score -1785076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1785087.625000 Penalty: 3096.195557
	Iteration 42Q: 3 clusters Score -1785088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1785089.625000 Penalty: 3096.195557
	Iteration 43Q: 3 clusters Score -1785090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1785095.875000 Penalty: 3096.195557
	Iteration 44Q: 3 clusters Score -1785096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1785103.875000 Penalty: 3096.195557
	Iteration 45Q: 3 clusters Score -1785104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1785115.375000 Penalty: 3096.195557
	Iteration 46Q: 3 clusters Score -1785115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1785123.250000 Penalty: 3096.195557
	Iteration 47Q: 3 clusters Score -1785123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1785132.375000 Penalty: 3096.195557
	Iteration 48Q: 3 clusters Score -1785132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1785138.875000 Penalty: 3096.195557
	Iteration 49Q: 3 clusters Score -1785139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1785145.625000 Penalty: 3096.195557
	Iteration 50Q: 3 clusters Score -1785146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1785154.250000 Penalty: 3096.195557
	Iteration 51Q: 3 clusters Score -1785154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1785164.250000 Penalty: 3096.195557
	Iteration 52Q: 3 clusters Score -1785164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1785168.875000 Penalty: 3096.195557
	Iteration 53Q: 3 clusters Score -1785169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1785170.750000 Penalty: 3096.195557
	Iteration 54Q: 3 clusters Score -1785171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1785176.625000 Penalty: 3096.195557
	Iteration 55Q: 3 clusters Score -1785177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1785178.875000 Penalty: 3096.195557
	Iteration 56Q: 3 clusters Score -1785179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1785181.250000 Penalty: 3096.195557
	Iteration 57Q: 3 clusters Score -1785181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1785185.375000 Penalty: 3096.195557
	Iteration 58Q: 3 clusters Score -1785185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1785189.625000 Penalty: 3096.195557
	Iteration 59Q: 3 clusters Score -1785190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1785203.000000 Penalty: 3096.195557
	Iteration 60F: 3 clusters Score -1785203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1785216.875000 Penalty: 3096.195557
	Iteration 61Q: 3 clusters Score -1785217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1785226.875000 Penalty: 3096.195557
	Iteration 62Q: 3 clusters Score -1785227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1785234.875000 Penalty: 3096.195557
	Iteration 63Q: 3 clusters Score -1785235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1785243.625000 Penalty: 3096.195557
	Iteration 64Q: 3 clusters Score -1785244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1785246.500000 Penalty: 3096.195557
	Iteration 65Q: 3 clusters Score -1785246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1785249.000000 Penalty: 3096.195557
	Iteration 66Q: 3 clusters Score -1785249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1785255.250000 Penalty: 3096.195557
	Iteration 67Q: 3 clusters Score -1785255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1785258.375000 Penalty: 3096.195557
	Iteration 68Q: 3 clusters Score -1785258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1785263.375000 Penalty: 3096.195557
	Iteration 69Q: 3 clusters Score -1785263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1785270.875000 Penalty: 3096.195557
	Iteration 70Q: 3 clusters Score -1785271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1785281.750000 Penalty: 3096.195557
	Iteration 71Q: 3 clusters Score -1785282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1785292.375000 Penalty: 3096.195557
	Iteration 72Q: 3 clusters Score -1785292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1785303.125000 Penalty: 3096.195557
	Iteration 73Q: 3 clusters Score -1785303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1785309.125000 Penalty: 3096.195557
	Iteration 74Q: 3 clusters Score -1785309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1785311.625000 Penalty: 3096.195557
	Iteration 75Q: 3 clusters Score -1785312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1785325.875000 Penalty: 3096.195557
	Iteration 76Q: 3 clusters Score -1785326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1785332.250000 Penalty: 3096.195557
	Iteration 77Q: 3 clusters Score -1785332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1785341.125000 Penalty: 3096.195557
	Iteration 78Q: 3 clusters Score -1785341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1785351.250000 Penalty: 3096.195557
	Iteration 79Q: 3 clusters Score -1785351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1785354.875000 Penalty: 3096.195557
	Iteration 80F: 3 clusters Score -1785355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1785363.750000 Penalty: 3096.195557
	Iteration 81Q: 3 clusters Score -1785364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1785369.875000 Penalty: 3096.195557
	Iteration 82Q: 3 clusters Score -1785370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1785377.000000 Penalty: 3096.195557
	Iteration 83Q: 3 clusters Score -1785377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1785383.125000 Penalty: 3096.195557
	Iteration 84Q: 3 clusters Score -1785383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1785394.500000 Penalty: 3096.195557
	Iteration 85Q: 3 clusters Score -1785394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1785411.250000 Penalty: 3096.195557
	Iteration 86Q: 3 clusters Score -1785411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1785428.750000 Penalty: 3096.195557
	Iteration 87Q: 3 clusters Score -1785429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1785441.375000 Penalty: 3096.195557
	Iteration 88Q: 3 clusters Score -1785441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1785463.250000 Penalty: 3096.195557
	Iteration 89Q: 3 clusters Score -1785463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1785495.250000 Penalty: 3096.195557
	Iteration 90Q: 3 clusters Score -1785495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1785514.625000 Penalty: 3096.195557
	Iteration 91Q: 3 clusters Score -1785515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1785535.875000 Penalty: 3096.195557
	Iteration 92Q: 3 clusters Score -1785536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1785547.875000 Penalty: 3096.195557
	Iteration 93Q: 3 clusters Score -1785548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1785559.250000 Penalty: 3096.195557
	Iteration 94Q: 3 clusters Score -1785559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1785565.750000 Penalty: 3096.195557
	Iteration 95Q: 3 clusters Score -1785566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1785570.125000 Penalty: 3096.195557
	Iteration 96Q: 3 clusters Score -1785570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1785573.625000 Penalty: 3096.195557
	Iteration 97Q: 3 clusters Score -1785574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1785575.125000 Penalty: 3096.195557
	Iteration 98Q: 3 clusters Score -1785575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1785578.500000 Penalty: 3096.195557
	Iteration 99Q: 3 clusters Score -1785578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1785576.875000 Penalty: 3096.195557
	Iteration 100F: 3 clusters Score -1785577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1785578.875000 Penalty: 3096.195557
	Iteration 101Q: 3 clusters Score -1785579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1785578.875000 Penalty: 3096.195557
	Iteration 102F: 3 clusters Score -1785579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 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 268 members 
Entering Unmasked Estep 
Score: -47797.132812 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47797.13 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48183.601562 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48183.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48371.093750 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48371.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48512.105469 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48512.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48582.941406 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -48582.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -48642.882812 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48642.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48704.832031 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48704.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48754.312500 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48754.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48765.753906 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48765.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48779.824219 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48779.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48785.539062 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -48785.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48790.539062 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -48790.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48806.105469 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -48806.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48819.464844 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -48819.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48844.843750 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -48844.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48897.238281 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -48897.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48970.281250 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -48970.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49040.339844 Penalty: 2039.909058
	Iteration 17Q: 3 clusters Score -49040.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49081.687500 Penalty: 2039.909058
	Iteration 18Q: 3 clusters Score -49081.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49124.406250 Penalty: 2039.909058
	Iteration 19Q: 3 clusters Score -49124.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49170.160156 Penalty: 2039.909058
	Iteration 20F: 3 clusters Score -49170.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49196.535156 Penalty: 2039.909058
	Iteration 21Q: 3 clusters Score -49196.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49231.875000 Penalty: 2039.909058
	Iteration 22Q: 3 clusters Score -49231.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49263.757812 Penalty: 2039.909058
	Iteration 23Q: 3 clusters Score -49263.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49279.664062 Penalty: 2039.909058
	Iteration 24Q: 3 clusters Score -49279.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49282.226562 Penalty: 2039.909058
	Iteration 25Q: 3 clusters Score -49282.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49284.480469 Penalty: 2039.909058
	Iteration 26Q: 3 clusters Score -49284.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49284.480469 Penalty: 2039.909058
	Iteration 27F: 3 clusters Score -49284.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61300 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4149 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14047 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13722 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12489 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9484 members 
Mstep: Class 73 contains 71687 members 
Mstep: Class 74 contains 257 members 
Entering Unmasked Estep 
Score: -68998704.000000 Penalty: 158513.796875
Splitting cluster 47 changes total score from -68999320.000000 to -68998704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -413652.531250 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -413652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -410824.562500 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -410824.6 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -411496.093750 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -411496.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -411666.687500 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -411666.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -411773.906250 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -411773.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -411861.406250 Penalty: 2620.188232
	Iteration 4Q: 3 clusters Score -411861.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -411956.156250 Penalty: 2620.188232
	Iteration 5Q: 3 clusters Score -411956.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -412052.187500 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -412052.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -412154.093750 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -412154.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -412258.968750 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -412259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -412346.625000 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -412346.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -412440.656250 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -412440.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412527.406250 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -412527.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -412595.875000 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -412595.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -412643.187500 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -412643.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -412668.375000 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -412668.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -412691.312500 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -412691.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -412699.312500 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -412699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -412705.437500 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -412705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -412711.468750 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -412711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -412716.406250 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -412716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -412718.656250 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -412718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -412722.968750 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -412723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -412726.062500 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -412726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -412726.750000 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -412726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -412728.843750 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -412728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -412730.406250 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -412730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -412730.906250 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -412730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -412731.781250 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -412731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -412731.812500 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -412731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -412733.750000 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -412733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -412733.281250 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -412733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -412733.531250 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -412733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -412733.531250 Penalty: 2620.188232
	Iteration 32F: 3 clusters Score -412733.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 234 members 
Entering Unmasked Estep 
Score: -62442.734375 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62442.73 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62653.351562 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62653.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62753.718750 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62753.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62781.750000 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62781.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62792.503906 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62801.214844 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62801.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62812.363281 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62812.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62816.273438 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62816.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62816.273438 Penalty: 1998.945923
	Iteration 8F: 3 clusters Score -62816.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -321525.187500 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -321525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -319144.593750 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -319144.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -319685.218750 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -319685.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -319798.781250 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -319798.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319891.625000 Penalty: 2536.381592
	Iteration 3F: 3 clusters Score -319891.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -319969.437500 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -319969.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -320041.156250 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -320041.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -320119.343750 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -320119.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -320190.250000 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -320190.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -320256.593750 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -320256.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -320316.406250 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -320316.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -320362.718750 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -320362.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -320395.125000 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -320395.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -320416.343750 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -320416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -320428.593750 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -320428.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -320439.687500 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -320439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -320447.781250 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -320447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -320457.062500 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -320457.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -320461.593750 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -320461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -320469.000000 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -320469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -320478.562500 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -320478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -320489.406250 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -320489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -320494.531250 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -320494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -320499.625000 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -320499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -320503.000000 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -320503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -320506.250000 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -320506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -320508.062500 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -320508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -320509.531250 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -320509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -320511.000000 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -320511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -320513.718750 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -320513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -320515.000000 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -320515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -320515.593750 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -320515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -320515.593750 Penalty: 2536.381592
	Iteration 31F: 3 clusters Score -320515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -149809.250000 Penalty: 1164.141357
	Iteration 0F: 2 clusters Score -149809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148228.609375 Penalty: 2328.282715
	Iteration 0F: 3 clusters Score -148228.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -148575.515625 Penalty: 2328.282715
	Iteration 1F: 3 clusters Score -148575.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148702.546875 Penalty: 2328.282715
	Iteration 2F: 3 clusters Score -148702.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148784.046875 Penalty: 2328.282715
	Iteration 3F: 3 clusters Score -148784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148843.484375 Penalty: 2328.282715
	Iteration 4Q: 3 clusters Score -148843.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148885.062500 Penalty: 2328.282715
	Iteration 5Q: 3 clusters Score -148885.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148924.546875 Penalty: 2328.282715
	Iteration 6Q: 3 clusters Score -148924.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148944.546875 Penalty: 2328.282715
	Iteration 7Q: 3 clusters Score -148944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148965.750000 Penalty: 2328.282715
	Iteration 8Q: 3 clusters Score -148965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148988.687500 Penalty: 2328.282715
	Iteration 9Q: 3 clusters Score -148988.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149004.734375 Penalty: 2328.282715
	Iteration 10Q: 3 clusters Score -149004.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149010.671875 Penalty: 2328.282715
	Iteration 11Q: 3 clusters Score -149010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149012.671875 Penalty: 2328.282715
	Iteration 12Q: 3 clusters Score -149012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -149013.640625 Penalty: 2328.282715
	Iteration 13Q: 3 clusters Score -149013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149014.687500 Penalty: 2328.282715
	Iteration 14Q: 3 clusters Score -149014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149016.218750 Penalty: 2328.282715
	Iteration 15Q: 3 clusters Score -149016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149017.296875 Penalty: 2328.282715
	Iteration 16Q: 3 clusters Score -149017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149018.687500 Penalty: 2328.282715
	Iteration 17Q: 3 clusters Score -149018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149019.515625 Penalty: 2328.282715
	Iteration 18F: 3 clusters Score -149019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149021.468750 Penalty: 2328.282715
	Iteration 19Q: 3 clusters Score -149021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149021.765625 Penalty: 2328.282715
	Iteration 20F: 3 clusters Score -149021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 276 members 
Entering Unmasked Estep 
Score: -68932.796875 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68932.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69151.859375 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69151.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69227.640625 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69227.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69264.335938 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69264.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69296.250000 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69296.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69340.390625 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69340.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69367.859375 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69367.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69402.054688 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69402.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69418.742188 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69418.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69428.875000 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69428.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69446.812500 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69446.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69457.765625 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69457.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69469.382812 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69469.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69471.960938 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -69471.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69481.273438 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -69481.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69483.804688 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -69483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69484.578125 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -69484.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69484.578125 Penalty: 2057.159424
	Iteration 17F: 3 clusters Score -69484.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372292.906250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372292.9 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 1478 members 
Entering Unmasked Estep 
Score: -369613.250000 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369613.2 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -370275.437500 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370275.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -370401.406250 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370401.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -370481.218750 Penalty: 2592.281982
	Iteration 3Q: 3 clusters Score -370481.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -370537.125000 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -370537.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -370583.406250 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370583.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -370616.250000 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370616.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -370662.187500 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370662.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -370699.343750 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370699.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -370728.687500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370728.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -370757.187500 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -370757.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -370785.968750 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -370786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -370814.843750 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -370814.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -370855.468750 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -370855.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -370892.937500 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -370892.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -370924.843750 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -370924.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -370949.593750 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -370949.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -370968.531250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -370968.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -370984.781250 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -370984.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -370994.718750 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -370994.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -371006.156250 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -371006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -371025.656250 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -371025.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -371048.625000 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -371048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -371081.562500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -371081.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -371111.031250 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -371111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -371136.500000 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -371136.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -371159.062500 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -371159.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -371177.531250 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -371177.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371200.750000 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -371200.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -371222.437500 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -371222.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371249.031250 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -371249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -371279.187500 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -371279.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -371294.468750 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -371294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -371308.937500 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -371308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -371320.687500 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -371320.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -371329.750000 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -371329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371334.281250 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -371334.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -371340.750000 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -371340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -371346.156250 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -371346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -371352.687500 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -371352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -371360.687500 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -371360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371365.281250 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -371365.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -371369.468750 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -371369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -371372.312500 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -371372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -371373.281250 Penalty: 2592.281982
	Iteration 44Q: 3 clusters Score -371373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -371374.750000 Penalty: 2592.281982
	Iteration 45Q: 3 clusters Score -371374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -371375.062500 Penalty: 2592.281982
	Iteration 46Q: 3 clusters Score -371375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -371374.968750 Penalty: 2592.281982
	Iteration 47Q: 3 clusters Score -371375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -371374.968750 Penalty: 2592.281982
	Iteration 48F: 3 clusters Score -371375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -186396.546875 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -186396.5 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 687 members 
Entering Unmasked Estep 
Score: -184718.625000 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -184718.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -185027.203125 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -185027.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185091.531250 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -185091.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -185122.218750 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -185122.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185143.531250 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -185143.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185154.296875 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -185154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185159.843750 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -185159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -185160.625000 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -185160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185161.718750 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -185161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -185163.687500 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -185163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185166.609375 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -185166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -185167.734375 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -185167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -185167.796875 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -185167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -185167.796875 Penalty: 2356.687256
	Iteration 13F: 3 clusters Score -185167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -735654.875000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -735654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -731334.000000 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -731334 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -732664.000000 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -732664 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -732927.562500 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -732927.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -733175.875000 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -733175.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -733416.250000 Penalty: 2804.105957
	Iteration 4F: 3 clusters Score -733416.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -733613.187500 Penalty: 2804.105957
	Iteration 5F: 3 clusters Score -733613.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -733771.187500 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -733771.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -733885.437500 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -733885.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -733958.562500 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -733958.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -734022.187500 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -734022.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -734074.875000 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -734074.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -734120.312500 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -734120.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -734156.875000 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -734156.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -734185.187500 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -734185.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -734213.312500 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -734213.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -734254.937500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -734254.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -734286.500000 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -734286.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -734318.875000 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -734318.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -734348.750000 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -734348.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -734372.437500 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -734372.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -734391.187500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -734391.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -734408.812500 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -734408.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -734420.062500 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -734420.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -734431.375000 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -734431.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -734440.312500 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -734440.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -734448.250000 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -734448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -734452.500000 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -734452.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -734459.000000 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -734459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -734464.500000 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -734464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -734470.812500 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -734470.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -734479.312500 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -734479.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -734487.000000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -734487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -734492.125000 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -734492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -734495.687500 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -734495.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -734499.500000 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -734499.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -734501.437500 Penalty: 2804.105957
	Iteration 35Q: 3 clusters Score -734501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -734504.000000 Penalty: 2804.105957
	Iteration 36Q: 3 clusters Score -734504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -734504.062500 Penalty: 2804.105957
	Iteration 37Q: 3 clusters Score -734504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -734505.187500 Penalty: 2804.105957
	Iteration 38Q: 3 clusters Score -734505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -734507.250000 Penalty: 2804.105957
	Iteration 39Q: 3 clusters Score -734507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -734507.750000 Penalty: 2804.105957
	Iteration 40F: 3 clusters Score -734507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -734509.125000 Penalty: 2804.105957
	Iteration 41Q: 3 clusters Score -734509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -734509.125000 Penalty: 2804.105957
	Iteration 42Q: 3 clusters Score -734509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -734509.750000 Penalty: 2804.105957
	Iteration 43Q: 3 clusters Score -734509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -734509.437500 Penalty: 2804.105957
	Iteration 44Q: 3 clusters Score -734509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -734510.750000 Penalty: 2804.105957
	Iteration 45Q: 3 clusters Score -734510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -734510.750000 Penalty: 2804.105957
	Iteration 46F: 3 clusters Score -734510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 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 391 members 
Entering Unmasked Estep 
Score: -92332.781250 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92332.78 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92535.695312 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92535.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92583.718750 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92583.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92612.359375 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92612.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92621.226562 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92621.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92629.398438 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92635.476562 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92635.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92642.875000 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92642.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92647.664062 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92647.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92655.046875 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92655.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92661.242188 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92661.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92666.429688 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92666.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92678.421875 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -92678.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92686.421875 Penalty: 2142.293945
	Iteration 13Q: 3 clusters Score -92686.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92693.367188 Penalty: 2142.293945
	Iteration 14Q: 3 clusters Score -92693.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92697.968750 Penalty: 2142.293945
	Iteration 15Q: 3 clusters Score -92697.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92705.710938 Penalty: 2142.293945
	Iteration 16Q: 3 clusters Score -92705.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92715.406250 Penalty: 2142.293945
	Iteration 17Q: 3 clusters Score -92715.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92727.718750 Penalty: 2142.293945
	Iteration 18Q: 3 clusters Score -92727.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -92742.171875 Penalty: 2142.293945
	Iteration 19Q: 3 clusters Score -92742.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92750.937500 Penalty: 2142.293945
	Iteration 20F: 3 clusters Score -92750.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92754.007812 Penalty: 2142.293945
	Iteration 21Q: 3 clusters Score -92754.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92754.968750 Penalty: 2142.293945
	Iteration 22Q: 3 clusters Score -92754.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92761.265625 Penalty: 2142.293945
	Iteration 23Q: 3 clusters Score -92761.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92765.046875 Penalty: 2142.293945
	Iteration 24Q: 3 clusters Score -92765.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -92766.226562 Penalty: 2142.293945
	Iteration 25Q: 3 clusters Score -92766.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92769.414062 Penalty: 2142.293945
	Iteration 26Q: 3 clusters Score -92769.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92773.210938 Penalty: 2142.293945
	Iteration 27Q: 3 clusters Score -92773.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92775.585938 Penalty: 2142.293945
	Iteration 28Q: 3 clusters Score -92775.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92780.218750 Penalty: 2142.293945
	Iteration 29Q: 3 clusters Score -92780.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92782.335938 Penalty: 2142.293945
	Iteration 30Q: 3 clusters Score -92782.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92783.875000 Penalty: 2142.293945
	Iteration 31Q: 3 clusters Score -92783.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92785.679688 Penalty: 2142.293945
	Iteration 32Q: 3 clusters Score -92785.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92785.679688 Penalty: 2142.293945
	Iteration 33F: 3 clusters Score -92785.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 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 338 members 
Entering Unmasked Estep 
Score: -81140.976562 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81140.98 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81385.273438 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81385.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81456.468750 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81456.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81503.804688 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -81503.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81560.796875 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81560.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81626.617188 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81626.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81674.960938 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81674.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81693.023438 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81693.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81701.507812 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81701.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81707.554688 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81707.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81719.585938 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81719.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81724.531250 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81724.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81740.007812 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81740.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81750.398438 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81759.132812 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81759.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81761.601562 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81765.531250 Penalty: 2105.016113
	Iteration 16Q: 3 clusters Score -81765.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81767.101562 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -81767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81768.500000 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -81768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81768.500000 Penalty: 2105.016113
	Iteration 19F: 3 clusters Score -81768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -604711.250000 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604711.2 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -605496.125000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605496.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -605692.375000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605692.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -605828.812500 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605828.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -605944.937500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605944.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -606051.812500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -606051.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -606171.187500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -606171.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -606293.000000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -606293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -606415.437500 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606415.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -606499.437500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606499.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -606576.437500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606576.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -606650.750000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606650.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -606714.125000 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606714.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -606783.500000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606783.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -606853.750000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606853.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -606918.250000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606918.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -606990.375000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606990.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -607067.062500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -607067.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -607147.625000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -607147.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -607235.937500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -607235.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -607311.062500 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -607311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -607357.562500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -607357.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -607399.687500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -607399.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -607443.437500 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -607443.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -607477.000000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -607477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -607494.312500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -607494.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -607502.500000 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -607502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -607509.562500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -607509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -607510.062500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -607510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -607515.437500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -607515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -607518.125000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -607518.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -607521.812500 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -607521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -607525.312500 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -607525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -607529.187500 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -607529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -607529.875000 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -607529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -607530.750000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -607530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -607530.750000 Penalty: 2676.061279
	Iteration 36F: 3 clusters Score -607530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -334418.906250 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334418.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -334995.906250 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334995.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -335167.437500 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335167.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335318.750000 Penalty: 2547.845947
	Iteration 3F: 3 clusters Score -335318.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -335470.281250 Penalty: 2547.845947
	Iteration 4F: 3 clusters Score -335470.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -335602.718750 Penalty: 2547.845947
	Iteration 5F: 3 clusters Score -335602.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -335709.937500 Penalty: 2547.845947
	Iteration 6F: 3 clusters Score -335709.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -335783.156250 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335783.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -335833.656250 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -335873.812500 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335873.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -335906.000000 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -335933.812500 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335933.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -335960.125000 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335960.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -335984.875000 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336009.843750 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -336009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -336035.281250 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -336035.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -336058.562500 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -336058.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -336076.281250 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -336076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -336090.187500 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -336090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -336099.375000 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -336099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -336107.156250 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -336107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -336117.468750 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -336117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -336123.062500 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -336123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -336126.187500 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -336126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -336132.218750 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -336132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -336136.406250 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -336136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -336142.468750 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -336142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -336148.625000 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -336148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -336158.000000 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -336158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -336165.218750 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -336165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -336173.687500 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -336173.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -336179.718750 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -336179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -336182.562500 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -336182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -336189.718750 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -336189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -336202.500000 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -336202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -336207.062500 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -336207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -336210.250000 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -336210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -336210.375000 Penalty: 2547.845947
	Iteration 37Q: 3 clusters Score -336210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -336211.375000 Penalty: 2547.845947
	Iteration 38Q: 3 clusters Score -336211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -336211.375000 Penalty: 2547.845947
	Iteration 39F: 3 clusters Score -336211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -127440.492188 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -127440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125942.367188 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -125942.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126358.203125 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -126358.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126569.851562 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -126569.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126702.148438 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -126702.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126813.117188 Penalty: 2284.453369
	Iteration 4F: 3 clusters Score -126813.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126912.554688 Penalty: 2284.453369
	Iteration 5F: 3 clusters Score -126912.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126978.945312 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -126978.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127015.429688 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -127015.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127034.234375 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -127034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127048.507812 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -127048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127054.679688 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -127054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127059.187500 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -127059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127066.921875 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -127066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127068.039062 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -127068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127068.039062 Penalty: 2284.453369
	Iteration 14F: 3 clusters Score -127068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 192 members 
Entering Unmasked Estep 
Score: -46553.359375 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46553.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46702.480469 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46702.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46755.269531 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46755.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46809.250000 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -46809.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46835.906250 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46835.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46858.078125 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46858.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46864.562500 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46864.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46872.265625 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46872.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46878.550781 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46878.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46880.054688 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46880.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46880.054688 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -46880.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -367566.718750 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -367566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364957.250000 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -364957.2 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -365624.343750 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -365624.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -365762.625000 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -365762.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -365864.875000 Penalty: 2588.576660
	Iteration 3F: 3 clusters Score -365864.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365931.468750 Penalty: 2588.576660
	Iteration 4Q: 3 clusters Score -365931.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365996.875000 Penalty: 2588.576660
	Iteration 5Q: 3 clusters Score -365996.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366063.093750 Penalty: 2588.576660
	Iteration 6Q: 3 clusters Score -366063.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -366120.125000 Penalty: 2588.576660
	Iteration 7Q: 3 clusters Score -366120.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366152.312500 Penalty: 2588.576660
	Iteration 8Q: 3 clusters Score -366152.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -366183.218750 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -366183.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -366218.375000 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -366218.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -366239.500000 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -366239.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -366256.906250 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -366256.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -366287.406250 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -366287.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -366317.812500 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -366317.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -366345.718750 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -366345.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366371.718750 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -366371.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -366397.531250 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -366397.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -366417.000000 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -366417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -366445.500000 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -366445.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -366467.625000 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -366467.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366487.812500 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -366487.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -366501.531250 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -366501.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366509.468750 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -366509.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -366518.375000 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -366518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366521.906250 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -366521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -366526.000000 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -366526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -366528.312500 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -366528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366530.625000 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -366530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366534.062500 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -366534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366536.593750 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -366536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366537.906250 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -366537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -366541.843750 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -366541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -366543.343750 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -366543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -366547.375000 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -366547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -366550.843750 Penalty: 2588.576660
	Iteration 35Q: 3 clusters Score -366550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -366553.781250 Penalty: 2588.576660
	Iteration 36Q: 3 clusters Score -366553.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -366556.781250 Penalty: 2588.576660
	Iteration 37Q: 3 clusters Score -366556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -366559.062500 Penalty: 2588.576660
	Iteration 38Q: 3 clusters Score -366559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -366562.812500 Penalty: 2588.576660
	Iteration 39Q: 3 clusters Score -366562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366565.625000 Penalty: 2588.576660
	Iteration 40F: 3 clusters Score -366565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -366569.031250 Penalty: 2588.576660
	Iteration 41Q: 3 clusters Score -366569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -366571.656250 Penalty: 2588.576660
	Iteration 42Q: 3 clusters Score -366571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -366576.375000 Penalty: 2588.576660
	Iteration 43Q: 3 clusters Score -366576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366578.093750 Penalty: 2588.576660
	Iteration 44Q: 3 clusters Score -366578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -366580.218750 Penalty: 2588.576660
	Iteration 45Q: 3 clusters Score -366580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -366581.343750 Penalty: 2588.576660
	Iteration 46Q: 3 clusters Score -366581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -366580.812500 Penalty: 2588.576660
	Iteration 47Q: 3 clusters Score -366580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -366581.156250 Penalty: 2588.576660
	Iteration 48Q: 3 clusters Score -366581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366581.125000 Penalty: 2588.576660
	Iteration 49Q: 3 clusters Score -366581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366581.125000 Penalty: 2588.576660
	Iteration 50F: 3 clusters Score -366581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 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 534 members 
Entering Unmasked Estep 
Score: -136922.718750 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136922.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137250.843750 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137250.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137364.515625 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137364.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -137429.265625 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137429.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -137479.218750 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137479.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137518.062500 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137518.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137554.171875 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137554.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137587.671875 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137612.125000 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -137612.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137635.828125 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -137635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137662.125000 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -137662.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137680.890625 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -137680.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137699.234375 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -137699.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137721.515625 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -137721.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137744.265625 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -137744.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137762.046875 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -137762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137772.921875 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -137772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137785.515625 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -137785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137816.265625 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -137816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137851.671875 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -137851.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137903.593750 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -137903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137950.984375 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -137951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137971.406250 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -137971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137985.078125 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -137985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137995.437500 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -137995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138007.046875 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -138007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138011.859375 Penalty: 2275.700684
	Iteration 26Q: 3 clusters Score -138011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138020.765625 Penalty: 2275.700684
	Iteration 27Q: 3 clusters Score -138020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138029.000000 Penalty: 2275.700684
	Iteration 28Q: 3 clusters Score -138029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138033.609375 Penalty: 2275.700684
	Iteration 29Q: 3 clusters Score -138033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138039.890625 Penalty: 2275.700684
	Iteration 30Q: 3 clusters Score -138039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138041.796875 Penalty: 2275.700684
	Iteration 31Q: 3 clusters Score -138041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138042.187500 Penalty: 2275.700684
	Iteration 32Q: 3 clusters Score -138042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138042.187500 Penalty: 2275.700684
	Iteration 33F: 3 clusters Score -138042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208228.578125 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208228.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208685.796875 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208685.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208810.796875 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208810.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -208899.265625 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -208899.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -208991.656250 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -208991.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209099.828125 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -209099.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209192.796875 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -209192.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -209278.265625 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -209278.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -209344.109375 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -209344.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209385.296875 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -209385.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -209407.812500 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209426.921875 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209426.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -209443.093750 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209471.156250 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -209471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209497.140625 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -209497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -209517.875000 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -209517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -209534.453125 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -209534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -209561.625000 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -209561.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209621.250000 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -209621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -209673.640625 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -209673.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209724.125000 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -209724.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209801.906250 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -209801.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209860.750000 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -209860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -209869.234375 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -209869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -209870.375000 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -209870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209871.015625 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -209871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209871.015625 Penalty: 2400.603027
	Iteration 26F: 3 clusters Score -209871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51074.023438 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51074.02 nChanged 53
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: -51172.546875 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51172.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51225.562500 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -51225.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51263.226562 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51263.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51283.734375 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51283.73 nChanged 4
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: -51289.730469 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51289.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51309.773438 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -51309.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51318.949219 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -51318.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51346.046875 Penalty: 1837.058960
	Iteration 8Q: 3 clusters Score -51346.05 nChanged 4
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: -51354.511719 Penalty: 1837.058960
	Iteration 9Q: 3 clusters Score -51354.51 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: -51358.515625 Penalty: 1837.058960
	Iteration 10Q: 3 clusters Score -51358.52 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: -51360.835938 Penalty: 1837.058960
	Iteration 11Q: 3 clusters Score -51360.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51364.199219 Penalty: 1837.058960
	Iteration 12Q: 3 clusters Score -51364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51369.031250 Penalty: 1837.058960
	Iteration 13Q: 3 clusters Score -51369.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51369.031250 Penalty: 1837.058960
	Iteration 14F: 3 clusters Score -51369.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 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 117 members 
Entering Unmasked Estep 
Score: -32109.640625 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32109.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32201.541016 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32201.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32226.720703 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32226.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32235.101562 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32235.101562 Penalty: 1812.183472
	Iteration 4F: 3 clusters Score -32235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -486796.718750 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486796.7 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -487656.937500 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487656.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -487809.718750 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487809.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -487876.875000 Penalty: 2680.686768
	Iteration 3Q: 3 clusters Score -487876.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -487911.187500 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -487911.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -487931.531250 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -487931.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -487946.562500 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -487946.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -487967.406250 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -487967.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -487984.500000 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -487984.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -487998.437500 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -487998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -488013.968750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -488021.843750 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488021.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -488030.031250 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -488036.125000 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488042.468750 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488042.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488046.968750 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -488053.125000 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -488056.906250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -488060.000000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488062.000000 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488064.812500 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -488066.906250 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488068.843750 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -488070.281250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -488071.187500 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -488071.593750 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488072.750000 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488073.375000 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488073.375000 Penalty: 2680.686768
	Iteration 28F: 3 clusters Score -488073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 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 141 members 
Entering Unmasked Estep 
Score: -7366.207520 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7366.208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7525.733887 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7525.734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7553.905273 Penalty: 1828.976929
	Iteration 2Q: 3 clusters Score -7553.905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7563.036621 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7563.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7563.036621 Penalty: 1828.976929
	Iteration 4F: 3 clusters Score -7563.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1623771.750000 Penalty: 1532.798096
	Iteration 0F: 2 clusters Score -1623772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1615023.250000 Penalty: 3065.596191
	Iteration 0F: 3 clusters Score -1615023 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1618137.375000 Penalty: 3065.596191
	Iteration 1F: 3 clusters Score -1618137 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1618740.375000 Penalty: 3065.596191
	Iteration 2F: 3 clusters Score -1618740 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1619338.500000 Penalty: 3065.596191
	Iteration 3F: 3 clusters Score -1619338 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1619874.250000 Penalty: 3065.596191
	Iteration 4F: 3 clusters Score -1619874 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1620430.375000 Penalty: 3065.596191
	Iteration 5F: 3 clusters Score -1620430 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1621032.500000 Penalty: 3065.596191
	Iteration 6F: 3 clusters Score -1621032 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1621608.375000 Penalty: 3065.596191
	Iteration 7F: 3 clusters Score -1621608 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1622010.875000 Penalty: 3065.596191
	Iteration 8Q: 3 clusters Score -1622011 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1622262.875000 Penalty: 3065.596191
	Iteration 9Q: 3 clusters Score -1622263 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1622440.125000 Penalty: 3065.596191
	Iteration 10Q: 3 clusters Score -1622440 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1622553.250000 Penalty: 3065.596191
	Iteration 11Q: 3 clusters Score -1622553 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1622621.625000 Penalty: 3065.596191
	Iteration 12Q: 3 clusters Score -1622622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1622665.625000 Penalty: 3065.596191
	Iteration 13Q: 3 clusters Score -1622666 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1622694.750000 Penalty: 3065.596191
	Iteration 14Q: 3 clusters Score -1622695 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1622718.000000 Penalty: 3065.596191
	Iteration 15Q: 3 clusters Score -1622718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1622737.000000 Penalty: 3065.596191
	Iteration 16Q: 3 clusters Score -1622737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1622749.125000 Penalty: 3065.596191
	Iteration 17Q: 3 clusters Score -1622749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1622764.875000 Penalty: 3065.596191
	Iteration 18Q: 3 clusters Score -1622765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1622766.375000 Penalty: 3065.596191
	Iteration 19Q: 3 clusters Score -1622766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1622775.375000 Penalty: 3065.596191
	Iteration 20F: 3 clusters Score -1622775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1622778.625000 Penalty: 3065.596191
	Iteration 21Q: 3 clusters Score -1622779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1622783.125000 Penalty: 3065.596191
	Iteration 22Q: 3 clusters Score -1622783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1622785.375000 Penalty: 3065.596191
	Iteration 23Q: 3 clusters Score -1622785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1622788.375000 Penalty: 3065.596191
	Iteration 24Q: 3 clusters Score -1622788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1622786.625000 Penalty: 3065.596191
	Iteration 25Q: 3 clusters Score -1622787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1622783.750000 Penalty: 3065.596191
	Iteration 26Q: 3 clusters Score -1622784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1622783.500000 Penalty: 3065.596191
	Iteration 27Q: 3 clusters Score -1622784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1622785.250000 Penalty: 3065.596191
	Iteration 28Q: 3 clusters Score -1622785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1622786.750000 Penalty: 3065.596191
	Iteration 29Q: 3 clusters Score -1622787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1622786.750000 Penalty: 3065.596191
	Iteration 30F: 3 clusters Score -1622787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 170 members 
Entering Unmasked Estep 
Score: -48250.746094 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48250.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48375.203125 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48404.875000 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -48404.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48414.921875 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48414.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48420.011719 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48420.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48429.878906 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48429.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48434.347656 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48434.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48442.078125 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48442.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48444.960938 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -48444.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48448.199219 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -48448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48459.867188 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -48459.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48472.101562 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -48472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48475.355469 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -48475.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48476.093750 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -48476.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48476.613281 Penalty: 1898.208496
	Iteration 14Q: 3 clusters Score -48476.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48478.210938 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -48478.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48478.210938 Penalty: 1898.208496
	Iteration 16F: 3 clusters Score -48478.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72598.992188 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72598.99 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72763.281250 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72763.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72824.382812 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72824.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72850.023438 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72850.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72861.382812 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72861.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72871.132812 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72871.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72883.023438 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72883.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72887.921875 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72887.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72891.015625 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72891.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72893.906250 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -72893.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72895.500000 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -72895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72896.367188 Penalty: 2069.102783
	Iteration 11Q: 3 clusters Score -72896.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72896.367188 Penalty: 2069.102783
	Iteration 12F: 3 clusters Score -72896.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -1253488.375000 Penalty: 1488.071167
	Iteration 0F: 2 clusters Score -1253488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1246653.250000 Penalty: 2976.142334
	Iteration 0F: 3 clusters Score -1246653 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1248700.875000 Penalty: 2976.142334
	Iteration 1F: 3 clusters Score -1248701 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1248963.375000 Penalty: 2976.142334
	Iteration 2F: 3 clusters Score -1248963 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1249217.750000 Penalty: 2976.142334
	Iteration 3F: 3 clusters Score -1249218 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1249454.250000 Penalty: 2976.142334
	Iteration 4Q: 3 clusters Score -1249454 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1249797.375000 Penalty: 2976.142334
	Iteration 5Q: 3 clusters Score -1249797 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1250246.000000 Penalty: 2976.142334
	Iteration 6F: 3 clusters Score -1250246 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1250816.500000 Penalty: 2976.142334
	Iteration 7F: 3 clusters Score -1250816 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1251569.375000 Penalty: 2976.142334
	Iteration 8F: 3 clusters Score -1251569 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1252351.125000 Penalty: 2976.142334
	Iteration 9F: 3 clusters Score -1252351 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1252849.500000 Penalty: 2976.142334
	Iteration 10F: 3 clusters Score -1252850 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1253052.000000 Penalty: 2976.142334
	Iteration 11Q: 3 clusters Score -1253052 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1253133.250000 Penalty: 2976.142334
	Iteration 12Q: 3 clusters Score -1253133 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1253176.375000 Penalty: 2976.142334
	Iteration 13Q: 3 clusters Score -1253176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1253195.625000 Penalty: 2976.142334
	Iteration 14Q: 3 clusters Score -1253196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1253204.875000 Penalty: 2976.142334
	Iteration 15Q: 3 clusters Score -1253205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1253210.375000 Penalty: 2976.142334
	Iteration 16Q: 3 clusters Score -1253210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1253218.000000 Penalty: 2976.142334
	Iteration 17Q: 3 clusters Score -1253218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1253219.875000 Penalty: 2976.142334
	Iteration 18Q: 3 clusters Score -1253220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1253221.500000 Penalty: 2976.142334
	Iteration 19Q: 3 clusters Score -1253222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1253225.750000 Penalty: 2976.142334
	Iteration 20F: 3 clusters Score -1253226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1253226.875000 Penalty: 2976.142334
	Iteration 21Q: 3 clusters Score -1253227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1253225.750000 Penalty: 2976.142334
	Iteration 22Q: 3 clusters Score -1253226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1253227.250000 Penalty: 2976.142334
	Iteration 23Q: 3 clusters Score -1253227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1253228.625000 Penalty: 2976.142334
	Iteration 24Q: 3 clusters Score -1253229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1253229.625000 Penalty: 2976.142334
	Iteration 25Q: 3 clusters Score -1253230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1253228.500000 Penalty: 2976.142334
	Iteration 26Q: 3 clusters Score -1253228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1253229.125000 Penalty: 2976.142334
	Iteration 27Q: 3 clusters Score -1253229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1253228.625000 Penalty: 2976.142334
	Iteration 28Q: 3 clusters Score -1253229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1253227.500000 Penalty: 2976.142334
	Iteration 29Q: 3 clusters Score -1253228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1253228.000000 Penalty: 2976.142334
	Iteration 30Q: 3 clusters Score -1253228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1253229.125000 Penalty: 2976.142334
	Iteration 31Q: 3 clusters Score -1253229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1253228.000000 Penalty: 2976.142334
	Iteration 32Q: 3 clusters Score -1253228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1253227.750000 Penalty: 2976.142334
	Iteration 33Q: 3 clusters Score -1253228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1253228.250000 Penalty: 2976.142334
	Iteration 34Q: 3 clusters Score -1253228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1253231.875000 Penalty: 2976.142334
	Iteration 35Q: 3 clusters Score -1253232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1253232.500000 Penalty: 2976.142334
	Iteration 36Q: 3 clusters Score -1253232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1253232.875000 Penalty: 2976.142334
	Iteration 37Q: 3 clusters Score -1253233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1253235.750000 Penalty: 2976.142334
	Iteration 38Q: 3 clusters Score -1253236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1253236.125000 Penalty: 2976.142334
	Iteration 39Q: 3 clusters Score -1253236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1253235.875000 Penalty: 2976.142334
	Iteration 40F: 3 clusters Score -1253236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (71687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Entering Unmasked Estep 
Score: -9804072.000000 Penalty: 1816.760620
	Iteration 0F: 2 clusters Score -9804072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -9759325.000000 Penalty: 3633.521240
	Iteration 0F: 3 clusters Score -9759325 nChanged 33941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -9778693.000000 Penalty: 3633.521240
	Iteration 1F: 3 clusters Score -9778693 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -9779169.000000 Penalty: 3633.521240
	Iteration 2Q: 3 clusters Score -9779169 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -9779585.000000 Penalty: 3633.521240
	Iteration 3Q: 3 clusters Score -9779585 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -9780038.000000 Penalty: 3633.521240
	Iteration 4Q: 3 clusters Score -9780038 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9780724.000000 Penalty: 3633.521240
	Iteration 5Q: 3 clusters Score -9780724 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -9781700.000000 Penalty: 3633.521240
	Iteration 6Q: 3 clusters Score -9781700 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -9783401.000000 Penalty: 3633.521240
	Iteration 7Q: 3 clusters Score -9783401 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9786123.000000 Penalty: 3633.521240
	Iteration 8F: 3 clusters Score -9786123 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -9789797.000000 Penalty: 3633.521240
	Iteration 9F: 3 clusters Score -9789797 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -9793664.000000 Penalty: 3633.521240
	Iteration 10F: 3 clusters Score -9793664 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -9797005.000000 Penalty: 3633.521240
	Iteration 11F: 3 clusters Score -9797005 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -9798987.000000 Penalty: 3633.521240
	Iteration 12Q: 3 clusters Score -9798987 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -9800225.000000 Penalty: 3633.521240
	Iteration 13Q: 3 clusters Score -9800225 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -9801032.000000 Penalty: 3633.521240
	Iteration 14Q: 3 clusters Score -9801032 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -9801543.000000 Penalty: 3633.521240
	Iteration 15Q: 3 clusters Score -9801543 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9801842.000000 Penalty: 3633.521240
	Iteration 16Q: 3 clusters Score -9801842 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9802064.000000 Penalty: 3633.521240
	Iteration 17Q: 3 clusters Score -9802064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -9802188.000000 Penalty: 3633.521240
	Iteration 18Q: 3 clusters Score -9802188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -9802269.000000 Penalty: 3633.521240
	Iteration 19Q: 3 clusters Score -9802269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -9802316.000000 Penalty: 3633.521240
	Iteration 20F: 3 clusters Score -9802316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -9802359.000000 Penalty: 3633.521240
	Iteration 21Q: 3 clusters Score -9802359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -9802386.000000 Penalty: 3633.521240
	Iteration 22Q: 3 clusters Score -9802386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -9802391.000000 Penalty: 3633.521240
	Iteration 23Q: 3 clusters Score -9802391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -9802413.000000 Penalty: 3633.521240
	Iteration 24Q: 3 clusters Score -9802413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -9802413.000000 Penalty: 3633.521240
	Iteration 25Q: 3 clusters Score -9802413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -9802419.000000 Penalty: 3633.521240
	Iteration 26Q: 3 clusters Score -9802419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -9802414.000000 Penalty: 3633.521240
	Iteration 27Q: 3 clusters Score -9802414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -9802420.000000 Penalty: 3633.521240
	Iteration 28Q: 3 clusters Score -9802420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -9802421.000000 Penalty: 3633.521240
	Iteration 29Q: 3 clusters Score -9802421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -9802421.000000 Penalty: 3633.521240
	Iteration 30F: 3 clusters Score -9802421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61300 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4149 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 14047 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13722 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12489 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9484 members 
Mstep: Class 73 contains 71687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999376.000000 Penalty: 156371.718750
Iteration 359Q: 74 clusters Score -6.899938e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61640 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4150 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 13818 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13712 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12493 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9475 members 
Mstep: Class 73 contains 71588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999296.000000 Penalty: 156371.718750
Iteration 360F: 74 clusters Score -6.89993e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 61977 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4150 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 13590 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13695 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12495 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9461 members 
Mstep: Class 73 contains 71508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999344.000000 Penalty: 156371.718750
Iteration 361Q: 74 clusters Score -6.899934e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 62360 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4149 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 13361 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13676 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12491 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9458 members 
Mstep: Class 73 contains 71384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999480.000000 Penalty: 156371.718750
Iteration 362Q: 74 clusters Score -6.899948e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 62738 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34223 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 13128 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13661 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12498 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9450 members 
Mstep: Class 73 contains 71255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999560.000000 Penalty: 156371.718750
Iteration 363Q: 74 clusters Score -6.899956e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 63097 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 12890 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13642 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2448 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12503 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9437 members 
Mstep: Class 73 contains 71162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999704.000000 Penalty: 156371.718750
Iteration 364Q: 74 clusters Score -6.89997e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 63435 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 12617 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13624 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2447 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12507 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9431 members 
Mstep: Class 73 contains 71120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999800.000000 Penalty: 156371.718750
Iteration 365Q: 74 clusters Score -6.89998e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 63789 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 12321 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13626 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2447 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12507 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9415 members 
Mstep: Class 73 contains 71078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999840.000000 Penalty: 156371.718750
Iteration 366Q: 74 clusters Score -6.899984e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 64136 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4148 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 12026 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13617 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2447 members 
Mstep: Class 51 contains 1292 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12516 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9408 members 
Mstep: Class 73 contains 71035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999960.000000 Penalty: 156371.718750
Iteration 367Q: 74 clusters Score -6.899996e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 64512 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 11732 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13605 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1291 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12518 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9400 members 
Mstep: Class 73 contains 70975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000152.000000 Penalty: 156371.718750
Iteration 368Q: 74 clusters Score -6.900015e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 64892 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 11432 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 13576 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1290 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12514 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9392 members 
Mstep: Class 73 contains 70934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000248.000000 Penalty: 156371.718750
Iteration 369Q: 74 clusters Score -6.900025e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 65281 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34224 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 11144 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 13547 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1289 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12510 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9392 members 
Mstep: Class 73 contains 70863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000232.000000 Penalty: 156371.718750
Iteration 370Q: 74 clusters Score -6.900023e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 65701 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 10879 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13533 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12491 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9386 members 
Mstep: Class 73 contains 70750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000320.000000 Penalty: 156371.718750
Iteration 371Q: 74 clusters Score -6.900032e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 66050 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34221 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 10612 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13529 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12483 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9385 members 
Mstep: Class 73 contains 70684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000416.000000 Penalty: 156371.718750
Iteration 372Q: 74 clusters Score -6.900042e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 66351 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34222 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 10369 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13514 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12481 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9383 members 
Mstep: Class 73 contains 70645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000480.000000 Penalty: 156371.718750
Iteration 373Q: 74 clusters Score -6.900048e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 66623 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 10124 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13507 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9382 members 
Mstep: Class 73 contains 70642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000552.000000 Penalty: 156371.718750
Iteration 374Q: 74 clusters Score -6.900055e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 66880 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9902 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13486 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12458 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9370 members 
Mstep: Class 73 contains 70648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000576.000000 Penalty: 156371.718750
Iteration 375Q: 74 clusters Score -6.900058e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67137 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9712 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12445 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9362 members 
Mstep: Class 73 contains 70623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000600.000000 Penalty: 156371.718750
Iteration 376Q: 74 clusters Score -6.90006e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67354 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34219 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4145 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9515 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13446 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12449 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9361 members 
Mstep: Class 73 contains 70623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000544.000000 Penalty: 156371.718750
Iteration 377Q: 74 clusters Score -6.900054e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67537 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4144 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9344 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13431 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12443 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9350 members 
Mstep: Class 73 contains 70645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000480.000000 Penalty: 156371.718750
Iteration 378Q: 74 clusters Score -6.900048e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14657 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7637 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4143 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9178 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13424 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1287 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12438 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9348 members 
Mstep: Class 73 contains 70719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000496.000000 Penalty: 156371.718750
Iteration 379Q: 74 clusters Score -6.90005e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67769 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14657 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34219 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 9029 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13419 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12433 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9336 members 
Mstep: Class 73 contains 70771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000512.000000 Penalty: 156371.718750
Iteration 380F: 74 clusters Score -6.900051e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67885 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8909 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13414 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12432 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9324 members 
Mstep: Class 73 contains 70795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000552.000000 Penalty: 156371.718750
Iteration 381Q: 74 clusters Score -6.900055e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 67983 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8793 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13401 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12431 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9319 members 
Mstep: Class 73 contains 70833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000528.000000 Penalty: 156371.718750
Iteration 382Q: 74 clusters Score -6.900053e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68081 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8679 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13391 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12424 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9314 members 
Mstep: Class 73 contains 70873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000520.000000 Penalty: 156371.718750
Iteration 383Q: 74 clusters Score -6.900052e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68181 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8567 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13381 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12419 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9313 members 
Mstep: Class 73 contains 70902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000432.000000 Penalty: 156371.718750
Iteration 384Q: 74 clusters Score -6.900043e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68286 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8467 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13380 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12419 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9309 members 
Mstep: Class 73 contains 70904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000456.000000 Penalty: 156371.718750
Iteration 385Q: 74 clusters Score -6.900046e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68391 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7633 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34220 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8364 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13381 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12425 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9303 members 
Mstep: Class 73 contains 70902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000512.000000 Penalty: 156371.718750
Iteration 386Q: 74 clusters Score -6.900051e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68470 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7631 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34219 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8258 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13370 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12434 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 70937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000528.000000 Penalty: 156371.718750
Iteration 387Q: 74 clusters Score -6.900053e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68541 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7628 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 8160 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13357 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12439 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9303 members 
Mstep: Class 73 contains 70975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000568.000000 Penalty: 156371.718750
Iteration 388Q: 74 clusters Score -6.900057e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68634 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1470 members 
Mstep: Class 44 contains 8057 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13347 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5585 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12435 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 71004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000480.000000 Penalty: 156371.718750
Iteration 389Q: 74 clusters Score -6.900048e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7958 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13350 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12441 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9294 members 
Mstep: Class 73 contains 71039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000432.000000 Penalty: 156371.718750
Iteration 390Q: 74 clusters Score -6.900043e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68753 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34219 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4920 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7862 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 13347 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12438 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9287 members 
Mstep: Class 73 contains 71090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000440.000000 Penalty: 156371.718750
Iteration 391Q: 74 clusters Score -6.900044e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68796 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74608 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4919 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7757 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13344 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12431 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Mstep: Class 73 contains 71169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000496.000000 Penalty: 156371.718750
Iteration 392Q: 74 clusters Score -6.90005e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68849 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7660 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13343 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12436 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Mstep: Class 73 contains 71212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000536.000000 Penalty: 156371.718750
Iteration 393Q: 74 clusters Score -6.900054e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68907 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4138 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7550 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13352 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12444 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Mstep: Class 73 contains 71250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000448.000000 Penalty: 156371.718750
Iteration 394Q: 74 clusters Score -6.900045e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 68984 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7447 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13356 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12442 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 71277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000352.000000 Penalty: 156371.718750
Iteration 395Q: 74 clusters Score -6.900035e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69039 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7346 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13347 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2437 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12446 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9283 members 
Mstep: Class 73 contains 71324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000352.000000 Penalty: 156371.718750
Iteration 396Q: 74 clusters Score -6.900035e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69085 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7263 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13337 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2437 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12450 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9282 members 
Mstep: Class 73 contains 71368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000256.000000 Penalty: 156371.718750
Iteration 397Q: 74 clusters Score -6.900026e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69131 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7173 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13334 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12459 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9280 members 
Mstep: Class 73 contains 71407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000288.000000 Penalty: 156371.718750
Iteration 398Q: 74 clusters Score -6.900029e+07 nChanged 187
Entering ConstructFrom: 
Score: -69000288.000000 Penalty: 156371.718750
Entering ConstructFrom: 
Trying to split cluster 1 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -275210.718750 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -275210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272992.343750 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -272992.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -273564.093750 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -273564.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -273733.843750 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -273733.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -273857.593750 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -273857.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -273963.218750 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -273963.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -274055.125000 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -274055.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274148.281250 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -274148.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -274257.812500 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -274257.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -274380.062500 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -274380.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -274533.343750 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -274533.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274711.312500 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -274711.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -274833.687500 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -274833.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -274890.562500 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -274890.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -274914.031250 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -274914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274923.875000 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -274923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274933.562500 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -274933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274938.125000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -274938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274939.000000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -274939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274940.562500 Penalty: 2499.640137
	Iteration 18F: 3 clusters Score -274940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274943.343750 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -274943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274944.843750 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -274944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274945.125000 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -274945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274945.000000 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -274945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274945.000000 Penalty: 2499.640137
	Iteration 23F: 3 clusters Score -274945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 162 members 
Entering Unmasked Estep 
Score: -15693.451172 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15693.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15880.059570 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -15880.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15950.315430 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -15950.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16029.840820 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -16029.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16058.774414 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16058.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16123.958984 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16123.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16208.202148 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16312.733398 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16312.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16384.615234 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16384.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16478.505859 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16478.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16541.099609 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16579.025391 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16579.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16613.873047 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -16613.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16616.396484 Penalty: 1885.688477
	Iteration 13Q: 3 clusters Score -16616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16618.958984 Penalty: 1885.688477
	Iteration 14Q: 3 clusters Score -16618.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16636.796875 Penalty: 1885.688477
	Iteration 15F: 3 clusters Score -16636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16776.398438 Penalty: 1885.688477
	Iteration 16Q: 3 clusters Score -16776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16886.263672 Penalty: 1885.688477
	Iteration 17Q: 3 clusters Score -16886.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16960.750000 Penalty: 1885.688477
	Iteration 18Q: 3 clusters Score -16960.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16995.927734 Penalty: 1885.688477
	Iteration 19Q: 3 clusters Score -16995.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17003.189453 Penalty: 1885.688477
	Iteration 20F: 3 clusters Score -17003.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17005.908203 Penalty: 1885.688477
	Iteration 21Q: 3 clusters Score -17005.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17005.908203 Penalty: 1885.688477
	Iteration 22F: 3 clusters Score -17005.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 138 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Mstep: Class 74 contains 193 members 
Entering Unmasked Estep 
Score: -68999488.000000 Penalty: 158513.796875
Splitting cluster 2 changes total score from -69000288.000000 to -68999488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133740.906250 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133740.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134031.765625 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134031.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134116.546875 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134116.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134159.437500 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134177.359375 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -134189.812500 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134196.046875 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134199.203125 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134199.625000 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134199.843750 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134200.843750 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134201.890625 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134204.171875 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134208.984375 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134212.875000 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134217.921875 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -134217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134222.125000 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -134222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134223.812500 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -134223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134225.828125 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -134225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134230.625000 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -134230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134236.250000 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -134236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134239.765625 Penalty: 2260.257568
	Iteration 21Q: 3 clusters Score -134239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134242.406250 Penalty: 2260.257568
	Iteration 22Q: 3 clusters Score -134242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134244.593750 Penalty: 2260.257568
	Iteration 23Q: 3 clusters Score -134244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134247.015625 Penalty: 2260.257568
	Iteration 24Q: 3 clusters Score -134247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134248.515625 Penalty: 2260.257568
	Iteration 25Q: 3 clusters Score -134248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134249.375000 Penalty: 2260.257568
	Iteration 26Q: 3 clusters Score -134249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134249.375000 Penalty: 2260.257568
	Iteration 27F: 3 clusters Score -134249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2822053.750000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -2822054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2807573.500000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -2807574 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2812849.500000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -2812850 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2813226.750000 Penalty: 3237.064453
	Iteration 2Q: 3 clusters Score -2813227 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2813641.750000 Penalty: 3237.064453
	Iteration 3Q: 3 clusters Score -2813642 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2814116.750000 Penalty: 3237.064453
	Iteration 4Q: 3 clusters Score -2814117 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2814622.750000 Penalty: 3237.064453
	Iteration 5F: 3 clusters Score -2814623 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2815175.250000 Penalty: 3237.064453
	Iteration 6F: 3 clusters Score -2815175 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2815735.500000 Penalty: 3237.064453
	Iteration 7F: 3 clusters Score -2815736 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2816334.000000 Penalty: 3237.064453
	Iteration 8F: 3 clusters Score -2816334 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2816957.250000 Penalty: 3237.064453
	Iteration 9Q: 3 clusters Score -2816957 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2817589.500000 Penalty: 3237.064453
	Iteration 10Q: 3 clusters Score -2817590 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2818099.500000 Penalty: 3237.064453
	Iteration 11Q: 3 clusters Score -2818100 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2818497.750000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -2818498 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2818791.750000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -2818792 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2819039.500000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -2819040 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2819288.500000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -2819288 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2819562.000000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -2819562 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2819839.000000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -2819839 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2820116.000000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -2820116 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2820338.250000 Penalty: 3237.064453
	Iteration 19Q: 3 clusters Score -2820338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2820493.000000 Penalty: 3237.064453
	Iteration 20F: 3 clusters Score -2820493 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2820612.500000 Penalty: 3237.064453
	Iteration 21Q: 3 clusters Score -2820612 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2820684.500000 Penalty: 3237.064453
	Iteration 22Q: 3 clusters Score -2820684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2820738.000000 Penalty: 3237.064453
	Iteration 23Q: 3 clusters Score -2820738 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2820776.250000 Penalty: 3237.064453
	Iteration 24Q: 3 clusters Score -2820776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2820806.250000 Penalty: 3237.064453
	Iteration 25Q: 3 clusters Score -2820806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2820831.750000 Penalty: 3237.064453
	Iteration 26Q: 3 clusters Score -2820832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2820850.750000 Penalty: 3237.064453
	Iteration 27Q: 3 clusters Score -2820851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2820873.250000 Penalty: 3237.064453
	Iteration 28Q: 3 clusters Score -2820873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2820899.750000 Penalty: 3237.064453
	Iteration 29Q: 3 clusters Score -2820900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2820915.750000 Penalty: 3237.064453
	Iteration 30Q: 3 clusters Score -2820916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2820938.750000 Penalty: 3237.064453
	Iteration 31Q: 3 clusters Score -2820939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2820946.750000 Penalty: 3237.064453
	Iteration 32Q: 3 clusters Score -2820947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2820970.500000 Penalty: 3237.064453
	Iteration 33Q: 3 clusters Score -2820970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2820985.000000 Penalty: 3237.064453
	Iteration 34Q: 3 clusters Score -2820985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2820994.750000 Penalty: 3237.064453
	Iteration 35Q: 3 clusters Score -2820995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2820997.500000 Penalty: 3237.064453
	Iteration 36Q: 3 clusters Score -2820998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2821001.250000 Penalty: 3237.064453
	Iteration 37Q: 3 clusters Score -2821001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2821002.250000 Penalty: 3237.064453
	Iteration 38Q: 3 clusters Score -2821002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2821008.250000 Penalty: 3237.064453
	Iteration 39Q: 3 clusters Score -2821008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2821011.000000 Penalty: 3237.064453
	Iteration 40F: 3 clusters Score -2821011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2821013.750000 Penalty: 3237.064453
	Iteration 41Q: 3 clusters Score -2821014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2821023.000000 Penalty: 3237.064453
	Iteration 42Q: 3 clusters Score -2821023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2821023.000000 Penalty: 3237.064453
	Iteration 43Q: 3 clusters Score -2821023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2821028.000000 Penalty: 3237.064453
	Iteration 44Q: 3 clusters Score -2821028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2821028.000000 Penalty: 3237.064453
	Iteration 45Q: 3 clusters Score -2821028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2821031.000000 Penalty: 3237.064453
	Iteration 46Q: 3 clusters Score -2821031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2821032.250000 Penalty: 3237.064453
	Iteration 47Q: 3 clusters Score -2821032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2821031.000000 Penalty: 3237.064453
	Iteration 48Q: 3 clusters Score -2821031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2821033.750000 Penalty: 3237.064453
	Iteration 49Q: 3 clusters Score -2821034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2821034.000000 Penalty: 3237.064453
	Iteration 50Q: 3 clusters Score -2821034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2821031.250000 Penalty: 3237.064453
	Iteration 51Q: 3 clusters Score -2821031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2821036.500000 Penalty: 3237.064453
	Iteration 52Q: 3 clusters Score -2821036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2821037.250000 Penalty: 3237.064453
	Iteration 53Q: 3 clusters Score -2821037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2821039.750000 Penalty: 3237.064453
	Iteration 54Q: 3 clusters Score -2821040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2821043.250000 Penalty: 3237.064453
	Iteration 55Q: 3 clusters Score -2821043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2821044.500000 Penalty: 3237.064453
	Iteration 56Q: 3 clusters Score -2821044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2821042.000000 Penalty: 3237.064453
	Iteration 57Q: 3 clusters Score -2821042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2821049.750000 Penalty: 3237.064453
	Iteration 58Q: 3 clusters Score -2821050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2821048.500000 Penalty: 3237.064453
	Iteration 59Q: 3 clusters Score -2821048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2821048.500000 Penalty: 3237.064453
	Iteration 60F: 3 clusters Score -2821048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -187472.468750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -187472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185681.406250 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -185681.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186088.640625 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -186088.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186207.578125 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -186207.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186260.671875 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -186260.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186286.937500 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -186286.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186303.703125 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -186303.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186311.625000 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -186311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186314.843750 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -186314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186316.000000 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -186316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186316.000000 Penalty: 2378.093994
	Iteration 9F: 3 clusters Score -186316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -265930.250000 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265930.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266437.625000 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266437.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -266573.125000 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266573.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -266636.781250 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -266636.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -266671.531250 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266671.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266696.156250 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266696.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266708.125000 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266708.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266716.906250 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266716.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -266726.312500 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266732.000000 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -266732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266735.937500 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -266735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266739.468750 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -266739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -266744.593750 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -266744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -266749.281250 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -266749.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -266756.187500 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -266756.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -266766.812500 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -266766.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -266774.718750 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -266774.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -266785.000000 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -266785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -266795.906250 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -266795.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -266811.406250 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -266811.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266825.000000 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -266825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266851.375000 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -266851.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -266883.687500 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -266883.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266921.062500 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -266921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -266947.500000 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -266947.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -266970.125000 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -266970.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -266990.656250 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -266990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -267006.906250 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -267006.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -267021.750000 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -267021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -267033.062500 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -267033.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -267048.968750 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -267049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -267067.812500 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -267067.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -267087.062500 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -267087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267099.625000 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -267099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -267110.500000 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -267110.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -267128.625000 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -267128.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -267141.000000 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -267141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -267163.531250 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -267163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -267185.468750 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -267185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -267201.125000 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -267201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -267219.437500 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -267219.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -267228.812500 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -267228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -267237.218750 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -267237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -267242.000000 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -267242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -267246.343750 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -267246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -267249.281250 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -267249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -267250.843750 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -267250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -267252.812500 Penalty: 2478.001221
	Iteration 47Q: 3 clusters Score -267252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -267255.281250 Penalty: 2478.001221
	Iteration 48Q: 3 clusters Score -267255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -267257.000000 Penalty: 2478.001221
	Iteration 49Q: 3 clusters Score -267257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -267257.406250 Penalty: 2478.001221
	Iteration 50Q: 3 clusters Score -267257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -267258.625000 Penalty: 2478.001221
	Iteration 51Q: 3 clusters Score -267258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -267258.843750 Penalty: 2478.001221
	Iteration 52Q: 3 clusters Score -267258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -267258.843750 Penalty: 2478.001221
	Iteration 53F: 3 clusters Score -267258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Entering Unmasked Estep 
Score: -9413052.000000 Penalty: 1810.945435
	Iteration 0F: 2 clusters Score -9413052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9368010.000000 Penalty: 3621.890869
	Iteration 0F: 3 clusters Score -9368010 nChanged 32829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -9387588.000000 Penalty: 3621.890869
	Iteration 1F: 3 clusters Score -9387588 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -9389270.000000 Penalty: 3621.890869
	Iteration 2F: 3 clusters Score -9389270 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -9392131.000000 Penalty: 3621.890869
	Iteration 3F: 3 clusters Score -9392131 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -9396001.000000 Penalty: 3621.890869
	Iteration 4F: 3 clusters Score -9396001 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9400736.000000 Penalty: 3621.890869
	Iteration 5F: 3 clusters Score -9400736 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -9405471.000000 Penalty: 3621.890869
	Iteration 6F: 3 clusters Score -9405471 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -9409391.000000 Penalty: 3621.890869
	Iteration 7F: 3 clusters Score -9409391 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -9411157.000000 Penalty: 3621.890869
	Iteration 8Q: 3 clusters Score -9411157 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9411784 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -9412008.000000 Penalty: 3621.890869
	Iteration 10Q: 3 clusters Score -9412008 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -9412140.000000 Penalty: 3621.890869
	Iteration 11Q: 3 clusters Score -9412140 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -9412179.000000 Penalty: 3621.890869
	Iteration 12Q: 3 clusters Score -9412179 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -9412258.000000 Penalty: 3621.890869
	Iteration 13Q: 3 clusters Score -9412258 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -9412347.000000 Penalty: 3621.890869
	Iteration 14Q: 3 clusters Score -9412347 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -9412374.000000 Penalty: 3621.890869
	Iteration 15Q: 3 clusters Score -9412374 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -9412380.000000 Penalty: 3621.890869
	Iteration 16Q: 3 clusters Score -9412380 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -9412463.000000 Penalty: 3621.890869
	Iteration 17Q: 3 clusters Score -9412463 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -9412479.000000 Penalty: 3621.890869
	Iteration 18Q: 3 clusters Score -9412479 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -9412494.000000 Penalty: 3621.890869
	Iteration 19Q: 3 clusters Score -9412494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -9412512.000000 Penalty: 3621.890869
	Iteration 20F: 3 clusters Score -9412512 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -9412540.000000 Penalty: 3621.890869
	Iteration 21Q: 3 clusters Score -9412540 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -9412549.000000 Penalty: 3621.890869
	Iteration 22Q: 3 clusters Score -9412549 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -9412564.000000 Penalty: 3621.890869
	Iteration 23Q: 3 clusters Score -9412564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -9412603.000000 Penalty: 3621.890869
	Iteration 24Q: 3 clusters Score -9412603 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -9412598.000000 Penalty: 3621.890869
	Iteration 25Q: 3 clusters Score -9412598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -9412610.000000 Penalty: 3621.890869
	Iteration 26Q: 3 clusters Score -9412610 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -9412611.000000 Penalty: 3621.890869
	Iteration 27Q: 3 clusters Score -9412611 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -9412623.000000 Penalty: 3621.890869
	Iteration 28Q: 3 clusters Score -9412623 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -9412631.000000 Penalty: 3621.890869
	Iteration 29Q: 3 clusters Score -9412631 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -9412638.000000 Penalty: 3621.890869
	Iteration 30Q: 3 clusters Score -9412638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -9412639.000000 Penalty: 3621.890869
	Iteration 31Q: 3 clusters Score -9412639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -9412637.000000 Penalty: 3621.890869
	Iteration 32Q: 3 clusters Score -9412637 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -9412634.000000 Penalty: 3621.890869
	Iteration 33Q: 3 clusters Score -9412634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -9412632.000000 Penalty: 3621.890869
	Iteration 34Q: 3 clusters Score -9412632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -9412623.000000 Penalty: 3621.890869
	Iteration 35Q: 3 clusters Score -9412623 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -9412641.000000 Penalty: 3621.890869
	Iteration 36Q: 3 clusters Score -9412641 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -9412626.000000 Penalty: 3621.890869
	Iteration 37Q: 3 clusters Score -9412626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -9412645.000000 Penalty: 3621.890869
	Iteration 38Q: 3 clusters Score -9412645 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9412656.000000 Penalty: 3621.890869
	Iteration 39Q: 3 clusters Score -9412656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -9412631.000000 Penalty: 3621.890869
	Iteration 40F: 3 clusters Score -9412631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -9412608.000000 Penalty: 3621.890869
	Iteration 41Q: 3 clusters Score -9412608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -9412622.000000 Penalty: 3621.890869
	Iteration 42Q: 3 clusters Score -9412622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -9412623.000000 Penalty: 3621.890869
	Iteration 43Q: 3 clusters Score -9412623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -9412649.000000 Penalty: 3621.890869
	Iteration 44Q: 3 clusters Score -9412649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9412648.000000 Penalty: 3621.890869
	Iteration 45Q: 3 clusters Score -9412648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -9412649.000000 Penalty: 3621.890869
	Iteration 46Q: 3 clusters Score -9412649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -9412652.000000 Penalty: 3621.890869
	Iteration 47Q: 3 clusters Score -9412652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -9412636.000000 Penalty: 3621.890869
	Iteration 48Q: 3 clusters Score -9412636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -9412616.000000 Penalty: 3621.890869
	Iteration 49Q: 3 clusters Score -9412616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9412629.000000 Penalty: 3621.890869
	Iteration 50Q: 3 clusters Score -9412629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -9412625.000000 Penalty: 3621.890869
	Iteration 51Q: 3 clusters Score -9412625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -9412614.000000 Penalty: 3621.890869
	Iteration 52Q: 3 clusters Score -9412614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -9412609.000000 Penalty: 3621.890869
	Iteration 53Q: 3 clusters Score -9412609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9412610.000000 Penalty: 3621.890869
	Iteration 54Q: 3 clusters Score -9412610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9412618.000000 Penalty: 3621.890869
	Iteration 55Q: 3 clusters Score -9412618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -9412602.000000 Penalty: 3621.890869
	Iteration 56Q: 3 clusters Score -9412602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -9412625.000000 Penalty: 3621.890869
	Iteration 57Q: 3 clusters Score -9412625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9412616.000000 Penalty: 3621.890869
	Iteration 58Q: 3 clusters Score -9412616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -9412621.000000 Penalty: 3621.890869
	Iteration 59Q: 3 clusters Score -9412621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -9412604.000000 Penalty: 3621.890869
	Iteration 60F: 3 clusters Score -9412604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -9412588.000000 Penalty: 3621.890869
	Iteration 61Q: 3 clusters Score -9412588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -9412586.000000 Penalty: 3621.890869
	Iteration 62Q: 3 clusters Score -9412586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -9412581.000000 Penalty: 3621.890869
	Iteration 63Q: 3 clusters Score -9412581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -9412564.000000 Penalty: 3621.890869
	Iteration 64Q: 3 clusters Score -9412564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -9412555.000000 Penalty: 3621.890869
	Iteration 65Q: 3 clusters Score -9412555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -9412561.000000 Penalty: 3621.890869
	Iteration 66Q: 3 clusters Score -9412561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -9412555.000000 Penalty: 3621.890869
	Iteration 67Q: 3 clusters Score -9412555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -9412552.000000 Penalty: 3621.890869
	Iteration 68Q: 3 clusters Score -9412552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -9412551.000000 Penalty: 3621.890869
	Iteration 69Q: 3 clusters Score -9412551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9412543.000000 Penalty: 3621.890869
	Iteration 70Q: 3 clusters Score -9412543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -9412547.000000 Penalty: 3621.890869
	Iteration 71Q: 3 clusters Score -9412547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -9412551.000000 Penalty: 3621.890869
	Iteration 72Q: 3 clusters Score -9412551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9412544.000000 Penalty: 3621.890869
	Iteration 73Q: 3 clusters Score -9412544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -9412545.000000 Penalty: 3621.890869
	Iteration 74Q: 3 clusters Score -9412545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -9412545.000000 Penalty: 3621.890869
	Iteration 75Q: 3 clusters Score -9412545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -9412549.000000 Penalty: 3621.890869
	Iteration 76Q: 3 clusters Score -9412549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -9412539.000000 Penalty: 3621.890869
	Iteration 77Q: 3 clusters Score -9412539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -9412536.000000 Penalty: 3621.890869
	Iteration 78Q: 3 clusters Score -9412536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -9412544.000000 Penalty: 3621.890869
	Iteration 79Q: 3 clusters Score -9412544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -9412554.000000 Penalty: 3621.890869
	Iteration 80F: 3 clusters Score -9412554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -9412549.000000 Penalty: 3621.890869
	Iteration 81Q: 3 clusters Score -9412549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -9412543.000000 Penalty: 3621.890869
	Iteration 82Q: 3 clusters Score -9412543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -9412539.000000 Penalty: 3621.890869
	Iteration 83Q: 3 clusters Score -9412539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -9412533.000000 Penalty: 3621.890869
	Iteration 84Q: 3 clusters Score -9412533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -9412542.000000 Penalty: 3621.890869
	Iteration 85Q: 3 clusters Score -9412542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -9412547.000000 Penalty: 3621.890869
	Iteration 86Q: 3 clusters Score -9412547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -9412544.000000 Penalty: 3621.890869
	Iteration 87Q: 3 clusters Score -9412544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9412544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -9412539.000000 Penalty: 3621.890869
	Iteration 89Q: 3 clusters Score -9412539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -9412535.000000 Penalty: 3621.890869
	Iteration 90Q: 3 clusters Score -9412535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -9412545.000000 Penalty: 3621.890869
	Iteration 91Q: 3 clusters Score -9412545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -9412531.000000 Penalty: 3621.890869
	Iteration 92Q: 3 clusters Score -9412531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -9412537.000000 Penalty: 3621.890869
	Iteration 93Q: 3 clusters Score -9412537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -9412536.000000 Penalty: 3621.890869
	Iteration 94Q: 3 clusters Score -9412536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -9412534.000000 Penalty: 3621.890869
	Iteration 95Q: 3 clusters Score -9412534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -9412544.000000 Penalty: 3621.890869
	Iteration 96Q: 3 clusters Score -9412544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -9412540.000000 Penalty: 3621.890869
	Iteration 97Q: 3 clusters Score -9412540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9412536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9412532.000000 Penalty: 3621.890869
	Iteration 99Q: 3 clusters Score -9412532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9412533.000000 Penalty: 3621.890869
	Iteration 100F: 3 clusters Score -9412533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9412530.000000 Penalty: 3621.890869
	Iteration 101Q: 3 clusters Score -9412530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9412537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -9412529.000000 Penalty: 3621.890869
	Iteration 103Q: 3 clusters Score -9412529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -9412537.000000 Penalty: 3621.890869
	Iteration 104Q: 3 clusters Score -9412537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -9412530.000000 Penalty: 3621.890869
	Iteration 105Q: 3 clusters Score -9412530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -9412527.000000 Penalty: 3621.890869
	Iteration 106Q: 3 clusters Score -9412527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -9412515.000000 Penalty: 3621.890869
	Iteration 107Q: 3 clusters Score -9412515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -9412517.000000 Penalty: 3621.890869
	Iteration 108Q: 3 clusters Score -9412517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9412510.000000 Penalty: 3621.890869
	Iteration 109Q: 3 clusters Score -9412510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -9412502.000000 Penalty: 3621.890869
	Iteration 110Q: 3 clusters Score -9412502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -9412501.000000 Penalty: 3621.890869
	Iteration 111Q: 3 clusters Score -9412501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -9412498.000000 Penalty: 3621.890869
	Iteration 112Q: 3 clusters Score -9412498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9412508.000000 Penalty: 3621.890869
	Iteration 113Q: 3 clusters Score -9412508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -9412518.000000 Penalty: 3621.890869
	Iteration 114Q: 3 clusters Score -9412518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -9412515.000000 Penalty: 3621.890869
	Iteration 115Q: 3 clusters Score -9412515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -9412518.000000 Penalty: 3621.890869
	Iteration 116Q: 3 clusters Score -9412518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -9412514.000000 Penalty: 3621.890869
	Iteration 117Q: 3 clusters Score -9412514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -9412510.000000 Penalty: 3621.890869
	Iteration 118Q: 3 clusters Score -9412510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -9412506.000000 Penalty: 3621.890869
	Iteration 119Q: 3 clusters Score -9412506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -9412501.000000 Penalty: 3621.890869
	Iteration 120F: 3 clusters Score -9412501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -9412507.000000 Penalty: 3621.890869
	Iteration 121Q: 3 clusters Score -9412507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -9412501.000000 Penalty: 3621.890869
	Iteration 122Q: 3 clusters Score -9412501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -9412505.000000 Penalty: 3621.890869
	Iteration 123Q: 3 clusters Score -9412505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -9412505.000000 Penalty: 3621.890869
	Iteration 124Q: 3 clusters Score -9412505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -9412504.000000 Penalty: 3621.890869
	Iteration 125Q: 3 clusters Score -9412504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -9412500.000000 Penalty: 3621.890869
	Iteration 126Q: 3 clusters Score -9412500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -9412493.000000 Penalty: 3621.890869
	Iteration 127Q: 3 clusters Score -9412493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -9412493.000000 Penalty: 3621.890869
	Iteration 128F: 3 clusters Score -9412493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195476.515625 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195476.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -195883.359375 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195883.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195976.375000 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195976.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196033.703125 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -196033.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -196073.390625 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -196073.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -196102.343750 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196102.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -196135.921875 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196135.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196157.156250 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196157.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -196179.578125 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196179.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -196189.484375 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196189.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196197.125000 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196208.062500 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -196216.328125 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196216.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -196225.984375 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -196229.640625 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -196235.671875 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -196239.421875 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -196242.968750 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -196246.687500 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -196249.031250 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -196252.531250 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -196253.609375 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -196254.265625 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196254.812500 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196255.875000 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196256.500000 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196256.500000 Penalty: 2382.807373
	Iteration 26F: 3 clusters Score -196256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1966590.625000 Penalty: 1558.798218
	Iteration 0F: 2 clusters Score -1966591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1956444.250000 Penalty: 3117.596436
	Iteration 0F: 3 clusters Score -1956444 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1960093.250000 Penalty: 3117.596436
	Iteration 1F: 3 clusters Score -1960093 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1960429.750000 Penalty: 3117.596436
	Iteration 2F: 3 clusters Score -1960430 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1960784.000000 Penalty: 3117.596436
	Iteration 3F: 3 clusters Score -1960784 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1961216.875000 Penalty: 3117.596436
	Iteration 4F: 3 clusters Score -1961217 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1961865.875000 Penalty: 3117.596436
	Iteration 5F: 3 clusters Score -1961866 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1962900.250000 Penalty: 3117.596436
	Iteration 6F: 3 clusters Score -1962900 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1963815.250000 Penalty: 3117.596436
	Iteration 7F: 3 clusters Score -1963815 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1964341.000000 Penalty: 3117.596436
	Iteration 8F: 3 clusters Score -1964341 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1964608.250000 Penalty: 3117.596436
	Iteration 9Q: 3 clusters Score -1964608 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1964741.500000 Penalty: 3117.596436
	Iteration 10Q: 3 clusters Score -1964742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1964812.250000 Penalty: 3117.596436
	Iteration 11Q: 3 clusters Score -1964812 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1964849.500000 Penalty: 3117.596436
	Iteration 12Q: 3 clusters Score -1964850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1964874.500000 Penalty: 3117.596436
	Iteration 13Q: 3 clusters Score -1964874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1964885.875000 Penalty: 3117.596436
	Iteration 14Q: 3 clusters Score -1964886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1964896.250000 Penalty: 3117.596436
	Iteration 15Q: 3 clusters Score -1964896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1964898.625000 Penalty: 3117.596436
	Iteration 16Q: 3 clusters Score -1964899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1964897.875000 Penalty: 3117.596436
	Iteration 17Q: 3 clusters Score -1964898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1964902.250000 Penalty: 3117.596436
	Iteration 18Q: 3 clusters Score -1964902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1964906.625000 Penalty: 3117.596436
	Iteration 19Q: 3 clusters Score -1964907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1964907.750000 Penalty: 3117.596436
	Iteration 20F: 3 clusters Score -1964908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1964909.625000 Penalty: 3117.596436
	Iteration 21Q: 3 clusters Score -1964910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1964915.875000 Penalty: 3117.596436
	Iteration 22Q: 3 clusters Score -1964916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1964916.750000 Penalty: 3117.596436
	Iteration 23Q: 3 clusters Score -1964917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1964916.625000 Penalty: 3117.596436
	Iteration 24Q: 3 clusters Score -1964917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1964916.500000 Penalty: 3117.596436
	Iteration 25Q: 3 clusters Score -1964916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1964915.500000 Penalty: 3117.596436
	Iteration 26Q: 3 clusters Score -1964916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1964917.625000 Penalty: 3117.596436
	Iteration 27Q: 3 clusters Score -1964918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1964915.000000 Penalty: 3117.596436
	Iteration 28Q: 3 clusters Score -1964915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1964914.500000 Penalty: 3117.596436
	Iteration 29Q: 3 clusters Score -1964914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1964914.750000 Penalty: 3117.596436
	Iteration 30Q: 3 clusters Score -1964915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1964914.875000 Penalty: 3117.596436
	Iteration 31Q: 3 clusters Score -1964915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1964918.250000 Penalty: 3117.596436
	Iteration 32Q: 3 clusters Score -1964918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1964918.125000 Penalty: 3117.596436
	Iteration 33Q: 3 clusters Score -1964918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1964917.750000 Penalty: 3117.596436
	Iteration 34Q: 3 clusters Score -1964918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1964915.250000 Penalty: 3117.596436
	Iteration 35Q: 3 clusters Score -1964915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1964916.875000 Penalty: 3117.596436
	Iteration 36Q: 3 clusters Score -1964917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1964915.375000 Penalty: 3117.596436
	Iteration 37Q: 3 clusters Score -1964915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1964918.375000 Penalty: 3117.596436
	Iteration 38Q: 3 clusters Score -1964918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1964918.250000 Penalty: 3117.596436
	Iteration 39Q: 3 clusters Score -1964918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1964917.000000 Penalty: 3117.596436
	Iteration 40F: 3 clusters Score -1964917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1964918.750000 Penalty: 3117.596436
	Iteration 41Q: 3 clusters Score -1964919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1964920.125000 Penalty: 3117.596436
	Iteration 42Q: 3 clusters Score -1964920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1964921.125000 Penalty: 3117.596436
	Iteration 43Q: 3 clusters Score -1964921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1964922.875000 Penalty: 3117.596436
	Iteration 44Q: 3 clusters Score -1964923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1964920.000000 Penalty: 3117.596436
	Iteration 45Q: 3 clusters Score -1964920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1964918.375000 Penalty: 3117.596436
	Iteration 46Q: 3 clusters Score -1964918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1964917.750000 Penalty: 3117.596436
	Iteration 47Q: 3 clusters Score -1964918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1964919.875000 Penalty: 3117.596436
	Iteration 48Q: 3 clusters Score -1964920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1964922.625000 Penalty: 3117.596436
	Iteration 49Q: 3 clusters Score -1964923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1964919.375000 Penalty: 3117.596436
	Iteration 50Q: 3 clusters Score -1964919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1964923.125000 Penalty: 3117.596436
	Iteration 51Q: 3 clusters Score -1964923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1964922.000000 Penalty: 3117.596436
	Iteration 52Q: 3 clusters Score -1964922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1964922.000000 Penalty: 3117.596436
	Iteration 53F: 3 clusters Score -1964922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 184 members 
Entering Unmasked Estep 
Score: -25144.660156 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25144.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25371.460938 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25371.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25510.218750 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25510.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25602.488281 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -25602.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25630.240234 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25630.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25667.130859 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25667.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25691.814453 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25691.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25712.257812 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25712.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25733.765625 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25733.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25769.054688 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25769.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25810.539062 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -25810.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25860.548828 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -25860.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25881.951172 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -25881.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25896.625000 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -25896.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25897.740234 Penalty: 1905.680176
	Iteration 14F: 3 clusters Score -25897.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25913.019531 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -25913.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25919.464844 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -25919.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25919.464844 Penalty: 1905.680176
	Iteration 17F: 3 clusters Score -25919.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 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 297 members 
Entering Unmasked Estep 
Score: -58990.316406 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -58990.32 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59493.480469 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59493.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59714.820312 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59714.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59831.523438 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59831.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59901.058594 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59901.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59926.304688 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59926.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59969.066406 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59969.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59997.609375 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59997.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60004.191406 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -60004.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60009.031250 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -60009.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60018.667969 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -60018.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60021.109375 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -60021.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60025.515625 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -60025.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60028.203125 Penalty: 2066.861572
	Iteration 13F: 3 clusters Score -60028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60060.804688 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -60060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60066.332031 Penalty: 2066.861572
	Iteration 15Q: 3 clusters Score -60066.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60071.980469 Penalty: 2066.861572
	Iteration 16Q: 3 clusters Score -60071.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60071.980469 Penalty: 2066.861572
	Iteration 17F: 3 clusters Score -60071.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Mstep: Class 74 contains 263 members 
Entering Unmasked Estep 
Score: -68999160.000000 Penalty: 158513.796875
Splitting cluster 11 changes total score from -69000288.000000 to -68999160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Entering Unmasked Estep 
Score: -8446815.000000 Penalty: 1797.557495
	Iteration 0F: 2 clusters Score -8446815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -8404614.000000 Penalty: 3595.114990
	Iteration 0F: 3 clusters Score -8404614 nChanged 29975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8421826.000000 Penalty: 3595.114990
	Iteration 1F: 3 clusters Score -8421826 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -8422774.000000 Penalty: 3595.114990
	Iteration 2Q: 3 clusters Score -8422774 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -8424123.000000 Penalty: 3595.114990
	Iteration 3Q: 3 clusters Score -8424123 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -8425874.000000 Penalty: 3595.114990
	Iteration 4F: 3 clusters Score -8425874 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -8427846.000000 Penalty: 3595.114990
	Iteration 5F: 3 clusters Score -8427846 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8429636.000000 Penalty: 3595.114990
	Iteration 6F: 3 clusters Score -8429636 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8431363.000000 Penalty: 3595.114990
	Iteration 7F: 3 clusters Score -8431363 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -8432926.000000 Penalty: 3595.114990
	Iteration 8Q: 3 clusters Score -8432926 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8434471.000000 Penalty: 3595.114990
	Iteration 9Q: 3 clusters Score -8434471 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8435741.000000 Penalty: 3595.114990
	Iteration 10Q: 3 clusters Score -8435741 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -8436702.000000 Penalty: 3595.114990
	Iteration 11Q: 3 clusters Score -8436702 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8437464.000000 Penalty: 3595.114990
	Iteration 12Q: 3 clusters Score -8437464 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -8437965.000000 Penalty: 3595.114990
	Iteration 13Q: 3 clusters Score -8437965 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -8438427.000000 Penalty: 3595.114990
	Iteration 14Q: 3 clusters Score -8438427 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -8438747.000000 Penalty: 3595.114990
	Iteration 15Q: 3 clusters Score -8438747 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8439014.000000 Penalty: 3595.114990
	Iteration 16Q: 3 clusters Score -8439014 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8439331.000000 Penalty: 3595.114990
	Iteration 17Q: 3 clusters Score -8439331 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -8439583.000000 Penalty: 3595.114990
	Iteration 18Q: 3 clusters Score -8439583 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8439841.000000 Penalty: 3595.114990
	Iteration 19Q: 3 clusters Score -8439841 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8440144.000000 Penalty: 3595.114990
	Iteration 20F: 3 clusters Score -8440144 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8440363.000000 Penalty: 3595.114990
	Iteration 21Q: 3 clusters Score -8440363 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8440563.000000 Penalty: 3595.114990
	Iteration 22Q: 3 clusters Score -8440563 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -8440696.000000 Penalty: 3595.114990
	Iteration 23Q: 3 clusters Score -8440696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -8440803.000000 Penalty: 3595.114990
	Iteration 24Q: 3 clusters Score -8440803 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8440882.000000 Penalty: 3595.114990
	Iteration 25Q: 3 clusters Score -8440882 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -8441000.000000 Penalty: 3595.114990
	Iteration 26Q: 3 clusters Score -8441000 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8441095 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8441191 nChanged 495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8441282 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8441374 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8441483 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8441589 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8441702 nChanged 614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8441851 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8441965 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8442028 nChanged 516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8442109 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8442188 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8442294 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8442350 nChanged 448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8442444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8442539 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8442621 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8442704 nChanged 436
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Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8442763 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8442827 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8442939 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8443019 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8443038 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8443141 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8443210 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8443246 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8443275 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8443336 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8443367 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8443424 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8443449 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8443498 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8443526 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8443554 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8443565 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8443570 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8443601 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 16700 members 
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	Iteration 64Q: 3 clusters Score -8443602 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8443615 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8443656 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8443671 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8443688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8443714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8443731 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8443740 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8443763 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8443742 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8443770 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8443774 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8443781 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8443804 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49277 members 
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	Iteration 78Q: 3 clusters Score -8443825 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8443846 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49570 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8443864 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8443878 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8443904 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8443912 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8443928 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 13350 members 
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	Iteration 85Q: 3 clusters Score -8443928 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8443957 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8443962 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8443977 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8444013 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8444069 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8444059 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8444047 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8444087 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8444130 nChanged 288
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Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8444272 nChanged 305
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Mstep: Class 1 contains 52985 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8444324 nChanged 347
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Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8444383 nChanged 357
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Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8444469 nChanged 363
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Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8444555 nChanged 358
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Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8444656 nChanged 361
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Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8444761 nChanged 364
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Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8444835 nChanged 391
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Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8444944 nChanged 373
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Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8445249 nChanged 337
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Mstep: Class 1 contains 56778 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8445332 nChanged 323
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Mstep: Class 1 contains 57065 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8445403 nChanged 293
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Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8445478 nChanged 271
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Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8445559 nChanged 269
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8445617 nChanged 247
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8445671 nChanged 194
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8445731 nChanged 186
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8445787 nChanged 171
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Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8445823 nChanged 157
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8445870 nChanged 138
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Mstep: Class 1 contains 58725 members 
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	Iteration 119Q: 3 clusters Score -8445868 nChanged 107
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Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8445861.000000 Penalty: 3595.114990
	Iteration 120F: 3 clusters Score -8445861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8445872.000000 Penalty: 3595.114990
	Iteration 121Q: 3 clusters Score -8445872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8445879.000000 Penalty: 3595.114990
	Iteration 122Q: 3 clusters Score -8445879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -8445875.000000 Penalty: 3595.114990
	Iteration 123Q: 3 clusters Score -8445875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8445879.000000 Penalty: 3595.114990
	Iteration 124Q: 3 clusters Score -8445879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8445871.000000 Penalty: 3595.114990
	Iteration 125Q: 3 clusters Score -8445871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8445872.000000 Penalty: 3595.114990
	Iteration 126Q: 3 clusters Score -8445872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8445899.000000 Penalty: 3595.114990
	Iteration 127Q: 3 clusters Score -8445899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8445914.000000 Penalty: 3595.114990
	Iteration 128Q: 3 clusters Score -8445914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -8445914.000000 Penalty: 3595.114990
	Iteration 129Q: 3 clusters Score -8445914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8445941.000000 Penalty: 3595.114990
	Iteration 130Q: 3 clusters Score -8445941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8445935.000000 Penalty: 3595.114990
	Iteration 131Q: 3 clusters Score -8445935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8445931.000000 Penalty: 3595.114990
	Iteration 132Q: 3 clusters Score -8445931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8445936.000000 Penalty: 3595.114990
	Iteration 133Q: 3 clusters Score -8445936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8445941.000000 Penalty: 3595.114990
	Iteration 134Q: 3 clusters Score -8445941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8445952.000000 Penalty: 3595.114990
	Iteration 135Q: 3 clusters Score -8445952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8445955.000000 Penalty: 3595.114990
	Iteration 136Q: 3 clusters Score -8445955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -8445960.000000 Penalty: 3595.114990
	Iteration 137Q: 3 clusters Score -8445960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8445958.000000 Penalty: 3595.114990
	Iteration 138Q: 3 clusters Score -8445958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8445960.000000 Penalty: 3595.114990
	Iteration 139Q: 3 clusters Score -8445960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8445960.000000 Penalty: 3595.114990
	Iteration 140F: 3 clusters Score -8445960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8445955.000000 Penalty: 3595.114990
	Iteration 141Q: 3 clusters Score -8445955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8445958.000000 Penalty: 3595.114990
	Iteration 142Q: 3 clusters Score -8445958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8445960.000000 Penalty: 3595.114990
	Iteration 143Q: 3 clusters Score -8445960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8445961.000000 Penalty: 3595.114990
	Iteration 144Q: 3 clusters Score -8445961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8445963.000000 Penalty: 3595.114990
	Iteration 145Q: 3 clusters Score -8445963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8445958.000000 Penalty: 3595.114990
	Iteration 146Q: 3 clusters Score -8445958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8445955.000000 Penalty: 3595.114990
	Iteration 147Q: 3 clusters Score -8445955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8445962.000000 Penalty: 3595.114990
	Iteration 148Q: 3 clusters Score -8445962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8445962.000000 Penalty: 3595.114990
	Iteration 149Q: 3 clusters Score -8445962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8445969.000000 Penalty: 3595.114990
	Iteration 150Q: 3 clusters Score -8445969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8445970.000000 Penalty: 3595.114990
	Iteration 151Q: 3 clusters Score -8445970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8445965.000000 Penalty: 3595.114990
	Iteration 152Q: 3 clusters Score -8445965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8445971.000000 Penalty: 3595.114990
	Iteration 153Q: 3 clusters Score -8445971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -8445974.000000 Penalty: 3595.114990
	Iteration 154Q: 3 clusters Score -8445974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8445975.000000 Penalty: 3595.114990
	Iteration 155Q: 3 clusters Score -8445975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8445976.000000 Penalty: 3595.114990
	Iteration 156Q: 3 clusters Score -8445976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8445975.000000 Penalty: 3595.114990
	Iteration 157Q: 3 clusters Score -8445975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8445968.000000 Penalty: 3595.114990
	Iteration 158Q: 3 clusters Score -8445968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8445974.000000 Penalty: 3595.114990
	Iteration 159Q: 3 clusters Score -8445974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8445975.000000 Penalty: 3595.114990
	Iteration 160F: 3 clusters Score -8445975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8445975.000000 Penalty: 3595.114990
	Iteration 161Q: 3 clusters Score -8445975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -8445978.000000 Penalty: 3595.114990
	Iteration 162Q: 3 clusters Score -8445978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8445979.000000 Penalty: 3595.114990
	Iteration 163Q: 3 clusters Score -8445979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8445971.000000 Penalty: 3595.114990
	Iteration 164Q: 3 clusters Score -8445971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8445970.000000 Penalty: 3595.114990
	Iteration 165Q: 3 clusters Score -8445970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8445967.000000 Penalty: 3595.114990
	Iteration 166Q: 3 clusters Score -8445967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8445972.000000 Penalty: 3595.114990
	Iteration 167Q: 3 clusters Score -8445972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8445979.000000 Penalty: 3595.114990
	Iteration 168Q: 3 clusters Score -8445979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8445974.000000 Penalty: 3595.114990
	Iteration 169Q: 3 clusters Score -8445974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8445972.000000 Penalty: 3595.114990
	Iteration 170Q: 3 clusters Score -8445972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8445969.000000 Penalty: 3595.114990
	Iteration 171Q: 3 clusters Score -8445969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8445970.000000 Penalty: 3595.114990
	Iteration 172Q: 3 clusters Score -8445970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8445970.000000 Penalty: 3595.114990
	Iteration 173F: 3 clusters Score -8445970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -154781.734375 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154781.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155076.000000 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -155177.875000 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155177.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -155227.343750 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -155227.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155250.953125 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -155265.375000 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155265.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -155283.203125 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155296.125000 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -155305.828125 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -155313.718750 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -155318.109375 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155319.468750 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155319.468750 Penalty: 2249.859131
	Iteration 12F: 3 clusters Score -155319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132658.890625 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132658.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132953.609375 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132953.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133035.562500 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133035.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133114.234375 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133114.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133183.546875 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133183.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133269.531250 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133269.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133348.500000 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133348.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133427.671875 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133427.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133458.000000 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133471.750000 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133492.125000 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133512.812500 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133526.093750 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133529.265625 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133531.578125 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133532.609375 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133532.609375 Penalty: 2261.804688
	Iteration 16F: 3 clusters Score -133532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 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 2269 members 
Entering Unmasked Estep 
Score: -615030.937500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615030.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -615992.750000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -615992.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -616122.750000 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616122.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -616215.312500 Penalty: 2739.927490
	Iteration 3Q: 3 clusters Score -616215.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -616286.687500 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616286.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -616352.375000 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616352.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -616401.687500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616401.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -616439.812500 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616439.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -616469.875000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616469.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -616499.937500 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616499.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -616527.125000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -616527.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -616547.750000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -616547.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -616569.875000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -616569.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -616589.000000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -616589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -616608.937500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -616608.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -616631.625000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -616631.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -616654.875000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -616654.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -616693.750000 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -616693.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -616736.437500 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -616736.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -616778.375000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -616778.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -616816.875000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -616816.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -616856.375000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -616856.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -616908.875000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -616908.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -616977.000000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -616977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -617034.000000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -617082.937500 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617082.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -617125.000000 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -617164.500000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617164.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -617202.875000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617202.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -617236.312500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617236.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -617256.750000 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -617256.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -617278.250000 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -617278.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -617303.812500 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -617303.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -617331.312500 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -617331.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -617354.500000 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -617354.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -617380.062500 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -617380.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -617403.187500 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -617403.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -617425.687500 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -617425.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -617448.250000 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -617448.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -617470.500000 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -617470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -617487.812500 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -617487.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -617500.250000 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -617500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -617509.875000 Penalty: 2739.927490
	Iteration 42Q: 3 clusters Score -617509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -617516.750000 Penalty: 2739.927490
	Iteration 43Q: 3 clusters Score -617516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -617525.812500 Penalty: 2739.927490
	Iteration 44Q: 3 clusters Score -617525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -617528.437500 Penalty: 2739.927490
	Iteration 45Q: 3 clusters Score -617528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -617535.000000 Penalty: 2739.927490
	Iteration 46Q: 3 clusters Score -617535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -617541.812500 Penalty: 2739.927490
	Iteration 47Q: 3 clusters Score -617541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -617547.125000 Penalty: 2739.927490
	Iteration 48Q: 3 clusters Score -617547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -617553.625000 Penalty: 2739.927490
	Iteration 49Q: 3 clusters Score -617553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -617560.125000 Penalty: 2739.927490
	Iteration 50Q: 3 clusters Score -617560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -617563.562500 Penalty: 2739.927490
	Iteration 51Q: 3 clusters Score -617563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -617567.500000 Penalty: 2739.927490
	Iteration 52Q: 3 clusters Score -617567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -617569.687500 Penalty: 2739.927490
	Iteration 53Q: 3 clusters Score -617569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -617574.875000 Penalty: 2739.927490
	Iteration 54Q: 3 clusters Score -617574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -617580.062500 Penalty: 2739.927490
	Iteration 55Q: 3 clusters Score -617580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -617582.937500 Penalty: 2739.927490
	Iteration 56Q: 3 clusters Score -617582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -617585.812500 Penalty: 2739.927490
	Iteration 57Q: 3 clusters Score -617585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -617586.437500 Penalty: 2739.927490
	Iteration 58Q: 3 clusters Score -617586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -617587.687500 Penalty: 2739.927490
	Iteration 59Q: 3 clusters Score -617587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -617589.250000 Penalty: 2739.927490
	Iteration 60F: 3 clusters Score -617589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -617594.187500 Penalty: 2739.927490
	Iteration 61Q: 3 clusters Score -617594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -617595.000000 Penalty: 2739.927490
	Iteration 62Q: 3 clusters Score -617595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -617595.000000 Penalty: 2739.927490
	Iteration 63F: 3 clusters Score -617595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 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 313 members 
Entering Unmasked Estep 
Score: -94695.859375 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94695.86 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94916.937500 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94916.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94996.945312 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94996.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95027.937500 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -95027.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95044.625000 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -95044.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95062.460938 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95062.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95071.125000 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95071.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95089.093750 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95089.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95094.789062 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95094.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95102.960938 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95102.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95109.390625 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95109.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95111.585938 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95111.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95111.585938 Penalty: 2108.497314
	Iteration 12F: 3 clusters Score -95111.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34891.093750 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34891.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35146.304688 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35146.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35280.605469 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35280.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35311.417969 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -35311.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35325.734375 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35325.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35329.710938 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35329.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35333.425781 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35333.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35335.484375 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35335.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35337.398438 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35346.464844 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -35346.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35346.464844 Penalty: 1888.620850
	Iteration 10F: 3 clusters Score -35346.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -433128.718750 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -433128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -430179.968750 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -430180 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -430880.187500 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -430880.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -431013.531250 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -431013.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -431109.125000 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -431109.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -431189.093750 Penalty: 2640.541504
	Iteration 4Q: 3 clusters Score -431189.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -431257.125000 Penalty: 2640.541504
	Iteration 5Q: 3 clusters Score -431257.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -431317.156250 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -431317.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431359.875000 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -431359.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -431400.875000 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -431400.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -431444.468750 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -431444.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -431474.343750 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -431474.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -431501.218750 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -431501.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -431532.375000 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -431532.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -431565.343750 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -431565.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -431592.687500 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -431592.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -431615.343750 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -431615.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -431634.281250 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -431634.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -431650.468750 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -431650.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -431663.031250 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -431663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -431675.125000 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -431675.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -431686.406250 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -431686.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -431696.500000 Penalty: 2640.541504
	Iteration 21Q: 3 clusters Score -431696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -431704.531250 Penalty: 2640.541504
	Iteration 22Q: 3 clusters Score -431704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -431710.718750 Penalty: 2640.541504
	Iteration 23Q: 3 clusters Score -431710.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -431721.250000 Penalty: 2640.541504
	Iteration 24Q: 3 clusters Score -431721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -431730.156250 Penalty: 2640.541504
	Iteration 25Q: 3 clusters Score -431730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -431738.593750 Penalty: 2640.541504
	Iteration 26Q: 3 clusters Score -431738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -431747.343750 Penalty: 2640.541504
	Iteration 27Q: 3 clusters Score -431747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -431754.125000 Penalty: 2640.541504
	Iteration 28Q: 3 clusters Score -431754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -431761.250000 Penalty: 2640.541504
	Iteration 29Q: 3 clusters Score -431761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -431764.968750 Penalty: 2640.541504
	Iteration 30Q: 3 clusters Score -431765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -431767.250000 Penalty: 2640.541504
	Iteration 31Q: 3 clusters Score -431767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -431769.843750 Penalty: 2640.541504
	Iteration 32Q: 3 clusters Score -431769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -431774.218750 Penalty: 2640.541504
	Iteration 33Q: 3 clusters Score -431774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -431779.000000 Penalty: 2640.541504
	Iteration 34Q: 3 clusters Score -431779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -431785.062500 Penalty: 2640.541504
	Iteration 35Q: 3 clusters Score -431785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -431790.812500 Penalty: 2640.541504
	Iteration 36Q: 3 clusters Score -431790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -431797.875000 Penalty: 2640.541504
	Iteration 37Q: 3 clusters Score -431797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -431807.031250 Penalty: 2640.541504
	Iteration 38Q: 3 clusters Score -431807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -431817.156250 Penalty: 2640.541504
	Iteration 39Q: 3 clusters Score -431817.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -431826.781250 Penalty: 2640.541504
	Iteration 40F: 3 clusters Score -431826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -431835.562500 Penalty: 2640.541504
	Iteration 41Q: 3 clusters Score -431835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -431840.218750 Penalty: 2640.541504
	Iteration 42Q: 3 clusters Score -431840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -431844.031250 Penalty: 2640.541504
	Iteration 43Q: 3 clusters Score -431844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -431850.437500 Penalty: 2640.541504
	Iteration 44Q: 3 clusters Score -431850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -431853.250000 Penalty: 2640.541504
	Iteration 45Q: 3 clusters Score -431853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -431855.031250 Penalty: 2640.541504
	Iteration 46Q: 3 clusters Score -431855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -431855.593750 Penalty: 2640.541504
	Iteration 47Q: 3 clusters Score -431855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -431856.156250 Penalty: 2640.541504
	Iteration 48Q: 3 clusters Score -431856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -431856.781250 Penalty: 2640.541504
	Iteration 49Q: 3 clusters Score -431856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -431857.812500 Penalty: 2640.541504
	Iteration 50Q: 3 clusters Score -431857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -431858.625000 Penalty: 2640.541504
	Iteration 51Q: 3 clusters Score -431858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -431859.437500 Penalty: 2640.541504
	Iteration 52Q: 3 clusters Score -431859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -431861.125000 Penalty: 2640.541504
	Iteration 53Q: 3 clusters Score -431861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -431861.843750 Penalty: 2640.541504
	Iteration 54Q: 3 clusters Score -431861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -431862.468750 Penalty: 2640.541504
	Iteration 55Q: 3 clusters Score -431862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -431863.843750 Penalty: 2640.541504
	Iteration 56Q: 3 clusters Score -431863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -431863.781250 Penalty: 2640.541504
	Iteration 57Q: 3 clusters Score -431863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -431866.500000 Penalty: 2640.541504
	Iteration 58Q: 3 clusters Score -431866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -431869.187500 Penalty: 2640.541504
	Iteration 59Q: 3 clusters Score -431869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -431872.312500 Penalty: 2640.541504
	Iteration 60F: 3 clusters Score -431872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -431876.312500 Penalty: 2640.541504
	Iteration 61Q: 3 clusters Score -431876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -431879.812500 Penalty: 2640.541504
	Iteration 62Q: 3 clusters Score -431879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -431885.562500 Penalty: 2640.541504
	Iteration 63Q: 3 clusters Score -431885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -431887.656250 Penalty: 2640.541504
	Iteration 64Q: 3 clusters Score -431887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -431889.531250 Penalty: 2640.541504
	Iteration 65Q: 3 clusters Score -431889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -431891.000000 Penalty: 2640.541504
	Iteration 66Q: 3 clusters Score -431891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -431891.000000 Penalty: 2640.541504
	Iteration 67F: 3 clusters Score -431891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -195912.140625 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -195912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194027.656250 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -194027.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -194717.531250 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -194717.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -194985.359375 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -194985.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195106.187500 Penalty: 2427.081299
	Iteration 3F: 3 clusters Score -195106.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -195193.281250 Penalty: 2427.081299
	Iteration 4Q: 3 clusters Score -195193.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195261.343750 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -195261.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -195303.546875 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -195303.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195326.734375 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -195326.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195354.421875 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -195354.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195383.093750 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -195383.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -195404.171875 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -195404.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -195418.234375 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -195418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -195426.281250 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -195426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195432.296875 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -195432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -195438.796875 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -195438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195441.843750 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -195441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -195443.109375 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -195443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -195443.546875 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -195443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -195443.546875 Penalty: 2427.081299
	Iteration 18F: 3 clusters Score -195443.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 1324.498047
	Iteration 0F: 2 clusters Score -452858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -449859.000000 Penalty: 2648.996094
	Iteration 0F: 3 clusters Score -449859 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -450595.406250 Penalty: 2648.996094
	Iteration 1F: 3 clusters Score -450595.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -450762.468750 Penalty: 2648.996094
	Iteration 2F: 3 clusters Score -450762.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -450922.312500 Penalty: 2648.996094
	Iteration 3F: 3 clusters Score -450922.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -451094.500000 Penalty: 2648.996094
	Iteration 4F: 3 clusters Score -451094.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -451249.281250 Penalty: 2648.996094
	Iteration 5F: 3 clusters Score -451249.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -451420.437500 Penalty: 2648.996094
	Iteration 6Q: 3 clusters Score -451420.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -451615.718750 Penalty: 2648.996094
	Iteration 7Q: 3 clusters Score -451615.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -451841.343750 Penalty: 2648.996094
	Iteration 8F: 3 clusters Score -451841.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -452007.593750 Penalty: 2648.996094
	Iteration 9Q: 3 clusters Score -452007.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -452111.906250 Penalty: 2648.996094
	Iteration 10Q: 3 clusters Score -452111.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -452189.406250 Penalty: 2648.996094
	Iteration 11Q: 3 clusters Score -452189.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -452255.718750 Penalty: 2648.996094
	Iteration 12Q: 3 clusters Score -452255.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -452312.000000 Penalty: 2648.996094
	Iteration 13Q: 3 clusters Score -452312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -452352.093750 Penalty: 2648.996094
	Iteration 14Q: 3 clusters Score -452352.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -452383.781250 Penalty: 2648.996094
	Iteration 15Q: 3 clusters Score -452383.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -452408.343750 Penalty: 2648.996094
	Iteration 16Q: 3 clusters Score -452408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -452426.406250 Penalty: 2648.996094
	Iteration 17Q: 3 clusters Score -452426.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -452441.125000 Penalty: 2648.996094
	Iteration 18Q: 3 clusters Score -452441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -452449.906250 Penalty: 2648.996094
	Iteration 19Q: 3 clusters Score -452449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -452454.531250 Penalty: 2648.996094
	Iteration 20F: 3 clusters Score -452454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -452463.562500 Penalty: 2648.996094
	Iteration 21Q: 3 clusters Score -452463.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -452472.343750 Penalty: 2648.996094
	Iteration 22Q: 3 clusters Score -452472.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -452478.312500 Penalty: 2648.996094
	Iteration 23Q: 3 clusters Score -452478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -452482.093750 Penalty: 2648.996094
	Iteration 24Q: 3 clusters Score -452482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -452484.687500 Penalty: 2648.996094
	Iteration 25Q: 3 clusters Score -452484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -452486.093750 Penalty: 2648.996094
	Iteration 26Q: 3 clusters Score -452486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -452485.718750 Penalty: 2648.996094
	Iteration 27Q: 3 clusters Score -452485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -452485.718750 Penalty: 2648.996094
	Iteration 28F: 3 clusters Score -452485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -483634.312500 Penalty: 1338.418335
	Iteration 0F: 2 clusters Score -483634.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -480404.781250 Penalty: 2676.836670
	Iteration 0F: 3 clusters Score -480404.8 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -481319.968750 Penalty: 2676.836670
	Iteration 1F: 3 clusters Score -481320 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -481575.062500 Penalty: 2676.836670
	Iteration 2F: 3 clusters Score -481575.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -481791.062500 Penalty: 2676.836670
	Iteration 3F: 3 clusters Score -481791.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -481946.843750 Penalty: 2676.836670
	Iteration 4F: 3 clusters Score -481946.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -482045.906250 Penalty: 2676.836670
	Iteration 5Q: 3 clusters Score -482045.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -482116.062500 Penalty: 2676.836670
	Iteration 6Q: 3 clusters Score -482116.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -482192.250000 Penalty: 2676.836670
	Iteration 7Q: 3 clusters Score -482192.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -482255.281250 Penalty: 2676.836670
	Iteration 8Q: 3 clusters Score -482255.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -482311.406250 Penalty: 2676.836670
	Iteration 9Q: 3 clusters Score -482311.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -482361.843750 Penalty: 2676.836670
	Iteration 10Q: 3 clusters Score -482361.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -482407.375000 Penalty: 2676.836670
	Iteration 11Q: 3 clusters Score -482407.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -482443.437500 Penalty: 2676.836670
	Iteration 12Q: 3 clusters Score -482443.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -482481.250000 Penalty: 2676.836670
	Iteration 13Q: 3 clusters Score -482481.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -482516.187500 Penalty: 2676.836670
	Iteration 14Q: 3 clusters Score -482516.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -482555.812500 Penalty: 2676.836670
	Iteration 15Q: 3 clusters Score -482555.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -482591.937500 Penalty: 2676.836670
	Iteration 16Q: 3 clusters Score -482591.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -482631.875000 Penalty: 2676.836670
	Iteration 17Q: 3 clusters Score -482631.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -482660.093750 Penalty: 2676.836670
	Iteration 18Q: 3 clusters Score -482660.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -482683.156250 Penalty: 2676.836670
	Iteration 19Q: 3 clusters Score -482683.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -482698.531250 Penalty: 2676.836670
	Iteration 20F: 3 clusters Score -482698.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -482714.281250 Penalty: 2676.836670
	Iteration 21Q: 3 clusters Score -482714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -482728.218750 Penalty: 2676.836670
	Iteration 22Q: 3 clusters Score -482728.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -482742.531250 Penalty: 2676.836670
	Iteration 23Q: 3 clusters Score -482742.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -482756.500000 Penalty: 2676.836670
	Iteration 24Q: 3 clusters Score -482756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -482764.375000 Penalty: 2676.836670
	Iteration 25Q: 3 clusters Score -482764.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -482768.312500 Penalty: 2676.836670
	Iteration 26Q: 3 clusters Score -482768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -482771.406250 Penalty: 2676.836670
	Iteration 27Q: 3 clusters Score -482771.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -482774.781250 Penalty: 2676.836670
	Iteration 28Q: 3 clusters Score -482774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -482777.937500 Penalty: 2676.836670
	Iteration 29Q: 3 clusters Score -482777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -482780.250000 Penalty: 2676.836670
	Iteration 30Q: 3 clusters Score -482780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -482782.062500 Penalty: 2676.836670
	Iteration 31Q: 3 clusters Score -482782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -482784.312500 Penalty: 2676.836670
	Iteration 32Q: 3 clusters Score -482784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -482784.500000 Penalty: 2676.836670
	Iteration 33Q: 3 clusters Score -482784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -482784.812500 Penalty: 2676.836670
	Iteration 34Q: 3 clusters Score -482784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -482785.875000 Penalty: 2676.836670
	Iteration 35Q: 3 clusters Score -482785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -482786.406250 Penalty: 2676.836670
	Iteration 36Q: 3 clusters Score -482786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -482787.718750 Penalty: 2676.836670
	Iteration 37Q: 3 clusters Score -482787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -482788.468750 Penalty: 2676.836670
	Iteration 38Q: 3 clusters Score -482788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -482789.093750 Penalty: 2676.836670
	Iteration 39Q: 3 clusters Score -482789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -482791.531250 Penalty: 2676.836670
	Iteration 40F: 3 clusters Score -482791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -482795.500000 Penalty: 2676.836670
	Iteration 41Q: 3 clusters Score -482795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -482803.531250 Penalty: 2676.836670
	Iteration 42Q: 3 clusters Score -482803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -482812.062500 Penalty: 2676.836670
	Iteration 43Q: 3 clusters Score -482812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -482818.625000 Penalty: 2676.836670
	Iteration 44Q: 3 clusters Score -482818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -482824.375000 Penalty: 2676.836670
	Iteration 45Q: 3 clusters Score -482824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -482826.218750 Penalty: 2676.836670
	Iteration 46Q: 3 clusters Score -482826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482827.843750 Penalty: 2676.836670
	Iteration 47Q: 3 clusters Score -482827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -482829.343750 Penalty: 2676.836670
	Iteration 48Q: 3 clusters Score -482829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -482830.625000 Penalty: 2676.836670
	Iteration 49Q: 3 clusters Score -482830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -482833.156250 Penalty: 2676.836670
	Iteration 50Q: 3 clusters Score -482833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -482836.750000 Penalty: 2676.836670
	Iteration 51Q: 3 clusters Score -482836.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -482841.656250 Penalty: 2676.836670
	Iteration 52Q: 3 clusters Score -482841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -482847.812500 Penalty: 2676.836670
	Iteration 53Q: 3 clusters Score -482847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -482856.156250 Penalty: 2676.836670
	Iteration 54Q: 3 clusters Score -482856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -482866.531250 Penalty: 2676.836670
	Iteration 55Q: 3 clusters Score -482866.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -482873.500000 Penalty: 2676.836670
	Iteration 56Q: 3 clusters Score -482873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -482880.375000 Penalty: 2676.836670
	Iteration 57Q: 3 clusters Score -482880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -482883.781250 Penalty: 2676.836670
	Iteration 58Q: 3 clusters Score -482883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482886.531250 Penalty: 2676.836670
	Iteration 59Q: 3 clusters Score -482886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -482887.312500 Penalty: 2676.836670
	Iteration 60F: 3 clusters Score -482887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -482888.031250 Penalty: 2676.836670
	Iteration 61Q: 3 clusters Score -482888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -482889.187500 Penalty: 2676.836670
	Iteration 62Q: 3 clusters Score -482889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -482890.843750 Penalty: 2676.836670
	Iteration 63Q: 3 clusters Score -482890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -482890.500000 Penalty: 2676.836670
	Iteration 64Q: 3 clusters Score -482890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -482892.000000 Penalty: 2676.836670
	Iteration 65Q: 3 clusters Score -482892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -482893.437500 Penalty: 2676.836670
	Iteration 66Q: 3 clusters Score -482893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -482895.000000 Penalty: 2676.836670
	Iteration 67Q: 3 clusters Score -482895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -482897.000000 Penalty: 2676.836670
	Iteration 68Q: 3 clusters Score -482897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -482897.468750 Penalty: 2676.836670
	Iteration 69Q: 3 clusters Score -482897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -482901.468750 Penalty: 2676.836670
	Iteration 70Q: 3 clusters Score -482901.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -482908.187500 Penalty: 2676.836670
	Iteration 71Q: 3 clusters Score -482908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -482913.156250 Penalty: 2676.836670
	Iteration 72Q: 3 clusters Score -482913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -482918.156250 Penalty: 2676.836670
	Iteration 73Q: 3 clusters Score -482918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -482922.562500 Penalty: 2676.836670
	Iteration 74Q: 3 clusters Score -482922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -482927.437500 Penalty: 2676.836670
	Iteration 75Q: 3 clusters Score -482927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -482930.062500 Penalty: 2676.836670
	Iteration 76Q: 3 clusters Score -482930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -482934.375000 Penalty: 2676.836670
	Iteration 77Q: 3 clusters Score -482934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -482935.875000 Penalty: 2676.836670
	Iteration 78Q: 3 clusters Score -482935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -482938.500000 Penalty: 2676.836670
	Iteration 79Q: 3 clusters Score -482938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -482942.437500 Penalty: 2676.836670
	Iteration 80F: 3 clusters Score -482942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -482944.750000 Penalty: 2676.836670
	Iteration 81Q: 3 clusters Score -482944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -482945.812500 Penalty: 2676.836670
	Iteration 82Q: 3 clusters Score -482945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -482946.875000 Penalty: 2676.836670
	Iteration 83Q: 3 clusters Score -482946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -482947.218750 Penalty: 2676.836670
	Iteration 84Q: 3 clusters Score -482947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -482947.875000 Penalty: 2676.836670
	Iteration 85Q: 3 clusters Score -482947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -482947.875000 Penalty: 2676.836670
	Iteration 86F: 3 clusters Score -482947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 205 members 
Entering Unmasked Estep 
Score: -42680.875000 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42680.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42865.339844 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -42865.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42963.605469 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -42963.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43026.042969 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -43026.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43047.511719 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43047.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43057.507812 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43057.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43075.246094 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43075.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43090.218750 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -43090.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43098.937500 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -43098.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43109.699219 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -43109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43136.710938 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -43136.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43154.203125 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -43154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43175.890625 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -43175.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43198.437500 Penalty: 1946.412354
	Iteration 13Q: 3 clusters Score -43198.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43206.363281 Penalty: 1946.412354
	Iteration 14Q: 3 clusters Score -43206.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43215.667969 Penalty: 1946.412354
	Iteration 15Q: 3 clusters Score -43215.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43221.394531 Penalty: 1946.412354
	Iteration 16Q: 3 clusters Score -43221.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43222.886719 Penalty: 1946.412354
	Iteration 17F: 3 clusters Score -43222.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43244.167969 Penalty: 1946.412354
	Iteration 18Q: 3 clusters Score -43244.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43260.308594 Penalty: 1946.412354
	Iteration 19Q: 3 clusters Score -43260.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43274.050781 Penalty: 1946.412354
	Iteration 20F: 3 clusters Score -43274.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43281.914062 Penalty: 1946.412354
	Iteration 21Q: 3 clusters Score -43281.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43285.148438 Penalty: 1946.412354
	Iteration 22Q: 3 clusters Score -43285.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43287.789062 Penalty: 1946.412354
	Iteration 23Q: 3 clusters Score -43287.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43290.406250 Penalty: 1946.412354
	Iteration 24Q: 3 clusters Score -43290.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43291.921875 Penalty: 1946.412354
	Iteration 25Q: 3 clusters Score -43291.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43300.507812 Penalty: 1946.412354
	Iteration 26Q: 3 clusters Score -43300.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43302.632812 Penalty: 1946.412354
	Iteration 27Q: 3 clusters Score -43302.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43303.628906 Penalty: 1946.412354
	Iteration 28Q: 3 clusters Score -43303.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43303.628906 Penalty: 1946.412354
	Iteration 29F: 3 clusters Score -43303.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -604157.812500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -604157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -600284.312500 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -600284.3 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -601268.812500 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -601268.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -601457.500000 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -601457.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -601614.562500 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -601614.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -601744.375000 Penalty: 2750.183350
	Iteration 4F: 3 clusters Score -601744.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -601843.562500 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -601843.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -601933.500000 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -601933.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -601991.062500 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -601991.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -602051.437500 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -602051.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -602116.062500 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -602116.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -602174.937500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -602174.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -602219.312500 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -602219.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -602262.625000 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -602262.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -602306.000000 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -602306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -602340.812500 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -602340.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -602369.312500 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -602369.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -602387.187500 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -602387.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -602405.687500 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -602405.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -602420.875000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -602420.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -602435.312500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -602435.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -602446.750000 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -602446.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -602456.687500 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -602456.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -602464.500000 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -602464.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -602469.562500 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -602469.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -602474.375000 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -602474.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -602476.312500 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -602476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -602481.562500 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -602481.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -602486.562500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -602486.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -602492.437500 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -602492.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -602498.875000 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -602498.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -602506.500000 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -602506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -602514.125000 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -602514.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -602525.562500 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -602525.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -602541.750000 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -602541.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -602552.500000 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -602552.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -602563.875000 Penalty: 2750.183350
	Iteration 35Q: 3 clusters Score -602563.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -602574.187500 Penalty: 2750.183350
	Iteration 36Q: 3 clusters Score -602574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -602581.875000 Penalty: 2750.183350
	Iteration 37Q: 3 clusters Score -602581.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -602588.687500 Penalty: 2750.183350
	Iteration 38Q: 3 clusters Score -602588.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -602597.375000 Penalty: 2750.183350
	Iteration 39Q: 3 clusters Score -602597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -602608.562500 Penalty: 2750.183350
	Iteration 40F: 3 clusters Score -602608.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -602625.187500 Penalty: 2750.183350
	Iteration 41Q: 3 clusters Score -602625.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -602639.250000 Penalty: 2750.183350
	Iteration 42Q: 3 clusters Score -602639.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -602652.437500 Penalty: 2750.183350
	Iteration 43Q: 3 clusters Score -602652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -602664.812500 Penalty: 2750.183350
	Iteration 44Q: 3 clusters Score -602664.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -602682.125000 Penalty: 2750.183350
	Iteration 45Q: 3 clusters Score -602682.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -602700.937500 Penalty: 2750.183350
	Iteration 46Q: 3 clusters Score -602700.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -602714.437500 Penalty: 2750.183350
	Iteration 47Q: 3 clusters Score -602714.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -602730.000000 Penalty: 2750.183350
	Iteration 48Q: 3 clusters Score -602730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -602746.437500 Penalty: 2750.183350
	Iteration 49Q: 3 clusters Score -602746.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -602759.000000 Penalty: 2750.183350
	Iteration 50Q: 3 clusters Score -602759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -602777.812500 Penalty: 2750.183350
	Iteration 51Q: 3 clusters Score -602777.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -602796.562500 Penalty: 2750.183350
	Iteration 52Q: 3 clusters Score -602796.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -602814.125000 Penalty: 2750.183350
	Iteration 53Q: 3 clusters Score -602814.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -602833.625000 Penalty: 2750.183350
	Iteration 54Q: 3 clusters Score -602833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -602850.500000 Penalty: 2750.183350
	Iteration 55Q: 3 clusters Score -602850.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -602867.750000 Penalty: 2750.183350
	Iteration 56Q: 3 clusters Score -602867.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -602882.250000 Penalty: 2750.183350
	Iteration 57Q: 3 clusters Score -602882.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -602893.187500 Penalty: 2750.183350
	Iteration 58Q: 3 clusters Score -602893.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -602903.500000 Penalty: 2750.183350
	Iteration 59Q: 3 clusters Score -602903.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -602910.750000 Penalty: 2750.183350
	Iteration 60F: 3 clusters Score -602910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -602912.437500 Penalty: 2750.183350
	Iteration 61Q: 3 clusters Score -602912.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -602914.937500 Penalty: 2750.183350
	Iteration 62Q: 3 clusters Score -602914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -602917.500000 Penalty: 2750.183350
	Iteration 63Q: 3 clusters Score -602917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -602919.187500 Penalty: 2750.183350
	Iteration 64Q: 3 clusters Score -602919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -602923.500000 Penalty: 2750.183350
	Iteration 65Q: 3 clusters Score -602923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -602923.625000 Penalty: 2750.183350
	Iteration 66Q: 3 clusters Score -602923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -602925.750000 Penalty: 2750.183350
	Iteration 67Q: 3 clusters Score -602925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -602927.125000 Penalty: 2750.183350
	Iteration 68Q: 3 clusters Score -602927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -602929.250000 Penalty: 2750.183350
	Iteration 69Q: 3 clusters Score -602929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -602930.562500 Penalty: 2750.183350
	Iteration 70Q: 3 clusters Score -602930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -602931.875000 Penalty: 2750.183350
	Iteration 71Q: 3 clusters Score -602931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -602932.687500 Penalty: 2750.183350
	Iteration 72Q: 3 clusters Score -602932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -602934.812500 Penalty: 2750.183350
	Iteration 73Q: 3 clusters Score -602934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -602935.562500 Penalty: 2750.183350
	Iteration 74Q: 3 clusters Score -602935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -602939.625000 Penalty: 2750.183350
	Iteration 75Q: 3 clusters Score -602939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -602941.187500 Penalty: 2750.183350
	Iteration 76Q: 3 clusters Score -602941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -602943.000000 Penalty: 2750.183350
	Iteration 77Q: 3 clusters Score -602943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -602946.562500 Penalty: 2750.183350
	Iteration 78Q: 3 clusters Score -602946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -602951.187500 Penalty: 2750.183350
	Iteration 79Q: 3 clusters Score -602951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -602952.625000 Penalty: 2750.183350
	Iteration 80F: 3 clusters Score -602952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -602954.875000 Penalty: 2750.183350
	Iteration 81Q: 3 clusters Score -602954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -602956.562500 Penalty: 2750.183350
	Iteration 82Q: 3 clusters Score -602956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -602958.000000 Penalty: 2750.183350
	Iteration 83Q: 3 clusters Score -602958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -602959.125000 Penalty: 2750.183350
	Iteration 84Q: 3 clusters Score -602959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -602959.875000 Penalty: 2750.183350
	Iteration 85Q: 3 clusters Score -602959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -602961.250000 Penalty: 2750.183350
	Iteration 86Q: 3 clusters Score -602961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -602960.312500 Penalty: 2750.183350
	Iteration 87Q: 3 clusters Score -602960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -602960.312500 Penalty: 2750.183350
	Iteration 88F: 3 clusters Score -602960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -130667.117188 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -130667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129226.429688 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -129226.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129450.296875 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -129450.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129514.984375 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -129515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129558.242188 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -129558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129590.140625 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -129590.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -129619.585938 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -129619.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129637.742188 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -129637.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129653.671875 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -129653.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129664.507812 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -129664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129670.492188 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -129670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129674.039062 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -129674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129676.820312 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -129676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129679.843750 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -129679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129683.156250 Penalty: 2249.538818
	Iteration 13Q: 3 clusters Score -129683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129686.171875 Penalty: 2249.538818
	Iteration 14Q: 3 clusters Score -129686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129687.312500 Penalty: 2249.538818
	Iteration 15Q: 3 clusters Score -129687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129688.054688 Penalty: 2249.538818
	Iteration 16Q: 3 clusters Score -129688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129688.164062 Penalty: 2249.538818
	Iteration 17Q: 3 clusters Score -129688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129688.164062 Penalty: 2249.538818
	Iteration 18F: 3 clusters Score -129688.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152224.437500 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152224.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152527.984375 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152601.953125 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152659.703125 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -152659.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -152687.890625 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152687.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152719.625000 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152719.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152750.406250 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152750.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152771.281250 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152780.687500 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152789.015625 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -152798.125000 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152807.171875 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -152809.640625 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -152811.234375 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -152813.750000 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -152813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -152813.750000 Penalty: 2296.046875
	Iteration 15F: 3 clusters Score -152813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -1005379.125000 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -1005379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -999719.625000 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -999719.6 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1001506.937500 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -1001507 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1001909.187500 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -1001909 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1002251.562500 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -1002252 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1002599.125000 Penalty: 2905.236084
	Iteration 4F: 3 clusters Score -1002599 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1002842.437500 Penalty: 2905.236084
	Iteration 5F: 3 clusters Score -1002842 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1003081.500000 Penalty: 2905.236084
	Iteration 6F: 3 clusters Score -1003082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1003266.062500 Penalty: 2905.236084
	Iteration 7Q: 3 clusters Score -1003266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1003399.937500 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -1003400 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1003518.750000 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -1003519 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1003626.875000 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -1003627 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1003719.000000 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -1003719 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1003791.250000 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -1003791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1003862.812500 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -1003863 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1003925.812500 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -1003926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1003989.125000 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -1003989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1004042.687500 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -1004043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1004099.625000 Penalty: 2905.236084
	Iteration 17Q: 3 clusters Score -1004100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1004162.062500 Penalty: 2905.236084
	Iteration 18Q: 3 clusters Score -1004162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1004228.562500 Penalty: 2905.236084
	Iteration 19Q: 3 clusters Score -1004229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1004291.625000 Penalty: 2905.236084
	Iteration 20F: 3 clusters Score -1004292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1004329.937500 Penalty: 2905.236084
	Iteration 21Q: 3 clusters Score -1004330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1004364.562500 Penalty: 2905.236084
	Iteration 22Q: 3 clusters Score -1004365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1004385.625000 Penalty: 2905.236084
	Iteration 23Q: 3 clusters Score -1004386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1004398.937500 Penalty: 2905.236084
	Iteration 24Q: 3 clusters Score -1004399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1004411.750000 Penalty: 2905.236084
	Iteration 25Q: 3 clusters Score -1004412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1004422.562500 Penalty: 2905.236084
	Iteration 26Q: 3 clusters Score -1004423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1004430.312500 Penalty: 2905.236084
	Iteration 27Q: 3 clusters Score -1004430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1004436.312500 Penalty: 2905.236084
	Iteration 28Q: 3 clusters Score -1004436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1004441.125000 Penalty: 2905.236084
	Iteration 29Q: 3 clusters Score -1004441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1004441.875000 Penalty: 2905.236084
	Iteration 30Q: 3 clusters Score -1004442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1004445.187500 Penalty: 2905.236084
	Iteration 31Q: 3 clusters Score -1004445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1004445.187500 Penalty: 2905.236084
	Iteration 32Q: 3 clusters Score -1004445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1004445.062500 Penalty: 2905.236084
	Iteration 33Q: 3 clusters Score -1004445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1004449.250000 Penalty: 2905.236084
	Iteration 34Q: 3 clusters Score -1004449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1004449.875000 Penalty: 2905.236084
	Iteration 35Q: 3 clusters Score -1004450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1004455.312500 Penalty: 2905.236084
	Iteration 36Q: 3 clusters Score -1004455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1004457.937500 Penalty: 2905.236084
	Iteration 37Q: 3 clusters Score -1004458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1004459.750000 Penalty: 2905.236084
	Iteration 38Q: 3 clusters Score -1004460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1004461.687500 Penalty: 2905.236084
	Iteration 39Q: 3 clusters Score -1004462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1004463.375000 Penalty: 2905.236084
	Iteration 40F: 3 clusters Score -1004463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1004465.562500 Penalty: 2905.236084
	Iteration 41Q: 3 clusters Score -1004466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1004465.312500 Penalty: 2905.236084
	Iteration 42Q: 3 clusters Score -1004465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1004466.625000 Penalty: 2905.236084
	Iteration 43Q: 3 clusters Score -1004467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1004465.562500 Penalty: 2905.236084
	Iteration 44Q: 3 clusters Score -1004466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1004467.562500 Penalty: 2905.236084
	Iteration 45Q: 3 clusters Score -1004468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1004469.375000 Penalty: 2905.236084
	Iteration 46Q: 3 clusters Score -1004469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1004470.250000 Penalty: 2905.236084
	Iteration 47Q: 3 clusters Score -1004470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1004469.562500 Penalty: 2905.236084
	Iteration 48Q: 3 clusters Score -1004470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1004469.937500 Penalty: 2905.236084
	Iteration 49Q: 3 clusters Score -1004470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1004469.937500 Penalty: 2905.236084
	Iteration 50F: 3 clusters Score -1004470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Entering Unmasked Estep 
Score: -10176309.000000 Penalty: 1823.248291
	Iteration 0F: 2 clusters Score -1.017631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -10128575.000000 Penalty: 3646.496582
	Iteration 0F: 3 clusters Score -1.012858e+07 nChanged 35559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -10148693.000000 Penalty: 3646.496582
	Iteration 1F: 3 clusters Score -1.014869e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -10149211.000000 Penalty: 3646.496582
	Iteration 2Q: 3 clusters Score -1.014921e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -10149746.000000 Penalty: 3646.496582
	Iteration 3Q: 3 clusters Score -1.014975e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -10150297.000000 Penalty: 3646.496582
	Iteration 4Q: 3 clusters Score -1.01503e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -10150922.000000 Penalty: 3646.496582
	Iteration 5Q: 3 clusters Score -1.015092e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -10151702.000000 Penalty: 3646.496582
	Iteration 6Q: 3 clusters Score -1.01517e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -10152709.000000 Penalty: 3646.496582
	Iteration 7Q: 3 clusters Score -1.015271e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -10154268.000000 Penalty: 3646.496582
	Iteration 8Q: 3 clusters Score -1.015427e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -10156582.000000 Penalty: 3646.496582
	Iteration 9Q: 3 clusters Score -1.015658e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -10159628.000000 Penalty: 3646.496582
	Iteration 10F: 3 clusters Score -1.015963e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -10162108.000000 Penalty: 3646.496582
	Iteration 11F: 3 clusters Score -1.016211e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -10163268.000000 Penalty: 3646.496582
	Iteration 12Q: 3 clusters Score -1.016327e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -10163647.000000 Penalty: 3646.496582
	Iteration 13Q: 3 clusters Score -1.016365e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -10163763.000000 Penalty: 3646.496582
	Iteration 14Q: 3 clusters Score -1.016376e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -10163791.000000 Penalty: 3646.496582
	Iteration 15Q: 3 clusters Score -1.016379e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -10163870.000000 Penalty: 3646.496582
	Iteration 16Q: 3 clusters Score -1.016387e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -10163995.000000 Penalty: 3646.496582
	Iteration 17Q: 3 clusters Score -1.0164e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -10164042.000000 Penalty: 3646.496582
	Iteration 18Q: 3 clusters Score -1.016404e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -10164130.000000 Penalty: 3646.496582
	Iteration 19Q: 3 clusters Score -1.016413e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -10164178.000000 Penalty: 3646.496582
	Iteration 20F: 3 clusters Score -1.016418e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -10164276.000000 Penalty: 3646.496582
	Iteration 21Q: 3 clusters Score -1.016428e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -10164428.000000 Penalty: 3646.496582
	Iteration 22Q: 3 clusters Score -1.016443e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -10164541.000000 Penalty: 3646.496582
	Iteration 23Q: 3 clusters Score -1.016454e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -10164694.000000 Penalty: 3646.496582
	Iteration 24Q: 3 clusters Score -1.016469e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -10164817.000000 Penalty: 3646.496582
	Iteration 25Q: 3 clusters Score -1.016482e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10164938.000000 Penalty: 3646.496582
	Iteration 26Q: 3 clusters Score -1.016494e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -10165126.000000 Penalty: 3646.496582
	Iteration 27Q: 3 clusters Score -1.016513e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -10165343.000000 Penalty: 3646.496582
	Iteration 28Q: 3 clusters Score -1.016534e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -10165518.000000 Penalty: 3646.496582
	Iteration 29Q: 3 clusters Score -1.016552e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -10165794.000000 Penalty: 3646.496582
	Iteration 30Q: 3 clusters Score -1.016579e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -10165978.000000 Penalty: 3646.496582
	Iteration 31Q: 3 clusters Score -1.016598e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -10166278.000000 Penalty: 3646.496582
	Iteration 32Q: 3 clusters Score -1.016628e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -10166636.000000 Penalty: 3646.496582
	Iteration 33Q: 3 clusters Score -1.016664e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -10167086.000000 Penalty: 3646.496582
	Iteration 34Q: 3 clusters Score -1.016709e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -10167443.000000 Penalty: 3646.496582
	Iteration 35Q: 3 clusters Score -1.016744e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -10167888.000000 Penalty: 3646.496582
	Iteration 36Q: 3 clusters Score -1.016789e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -10168447.000000 Penalty: 3646.496582
	Iteration 37Q: 3 clusters Score -1.016845e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10169020.000000 Penalty: 3646.496582
	Iteration 38Q: 3 clusters Score -1.016902e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -10169590.000000 Penalty: 3646.496582
	Iteration 39Q: 3 clusters Score -1.016959e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -10170100.000000 Penalty: 3646.496582
	Iteration 40F: 3 clusters Score -1.01701e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -10170646.000000 Penalty: 3646.496582
	Iteration 41Q: 3 clusters Score -1.017065e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10171007.000000 Penalty: 3646.496582
	Iteration 42Q: 3 clusters Score -1.017101e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -10171436.000000 Penalty: 3646.496582
	Iteration 43Q: 3 clusters Score -1.017144e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -10171873.000000 Penalty: 3646.496582
	Iteration 44Q: 3 clusters Score -1.017187e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -10172260.000000 Penalty: 3646.496582
	Iteration 45Q: 3 clusters Score -1.017226e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -10172697.000000 Penalty: 3646.496582
	Iteration 46Q: 3 clusters Score -1.01727e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -10173067.000000 Penalty: 3646.496582
	Iteration 47Q: 3 clusters Score -1.017307e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10173411.000000 Penalty: 3646.496582
	Iteration 48Q: 3 clusters Score -1.017341e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10173701.000000 Penalty: 3646.496582
	Iteration 49Q: 3 clusters Score -1.01737e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10173963.000000 Penalty: 3646.496582
	Iteration 50Q: 3 clusters Score -1.017396e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10174192.000000 Penalty: 3646.496582
	Iteration 51Q: 3 clusters Score -1.017419e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10174319.000000 Penalty: 3646.496582
	Iteration 52Q: 3 clusters Score -1.017432e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10174408.000000 Penalty: 3646.496582
	Iteration 53Q: 3 clusters Score -1.017441e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10174500.000000 Penalty: 3646.496582
	Iteration 54Q: 3 clusters Score -1.01745e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10174571.000000 Penalty: 3646.496582
	Iteration 55Q: 3 clusters Score -1.017457e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10174613.000000 Penalty: 3646.496582
	Iteration 56Q: 3 clusters Score -1.017461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10174699.000000 Penalty: 3646.496582
	Iteration 57Q: 3 clusters Score -1.01747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10174747.000000 Penalty: 3646.496582
	Iteration 58Q: 3 clusters Score -1.017475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10174765.000000 Penalty: 3646.496582
	Iteration 59Q: 3 clusters Score -1.017476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10174785.000000 Penalty: 3646.496582
	Iteration 60F: 3 clusters Score -1.017478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10174790.000000 Penalty: 3646.496582
	Iteration 61Q: 3 clusters Score -1.017479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10174799.000000 Penalty: 3646.496582
	Iteration 62Q: 3 clusters Score -1.01748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10174825.000000 Penalty: 3646.496582
	Iteration 63Q: 3 clusters Score -1.017482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74073 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10174823.000000 Penalty: 3646.496582
	Iteration 64Q: 3 clusters Score -1.017482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10174843.000000 Penalty: 3646.496582
	Iteration 65Q: 3 clusters Score -1.017484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10174843.000000 Penalty: 3646.496582
	Iteration 66Q: 3 clusters Score -1.017484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10174850.000000 Penalty: 3646.496582
	Iteration 67Q: 3 clusters Score -1.017485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10174851.000000 Penalty: 3646.496582
	Iteration 68Q: 3 clusters Score -1.017485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10174850.000000 Penalty: 3646.496582
	Iteration 69Q: 3 clusters Score -1.017485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10174846.000000 Penalty: 3646.496582
	Iteration 70Q: 3 clusters Score -1.017485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10174849.000000 Penalty: 3646.496582
	Iteration 71Q: 3 clusters Score -1.017485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10174850.000000 Penalty: 3646.496582
	Iteration 72Q: 3 clusters Score -1.017485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10174864.000000 Penalty: 3646.496582
	Iteration 73Q: 3 clusters Score -1.017486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10174864.000000 Penalty: 3646.496582
	Iteration 74F: 3 clusters Score -1.017486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 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 330 members 
Entering Unmasked Estep 
Score: -81628.039062 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81628.04 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81873.867188 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81873.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81969.851562 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -81969.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82035.328125 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -82035.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82115.164062 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82115.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82201.828125 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82201.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82231.726562 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82231.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82254.156250 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82254.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82263.937500 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82263.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82273.445312 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82273.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82276.109375 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82276.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82277.273438 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82277.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82278.359375 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82278.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82279.796875 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82287.210938 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82287.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82298.687500 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82298.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82311.773438 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82311.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82321.960938 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -82321.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82331.148438 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -82331.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82337.453125 Penalty: 2110.961182
	Iteration 19Q: 3 clusters Score -82337.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82344.703125 Penalty: 2110.961182
	Iteration 20F: 3 clusters Score -82344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82351.773438 Penalty: 2110.961182
	Iteration 21Q: 3 clusters Score -82351.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82356.593750 Penalty: 2110.961182
	Iteration 22Q: 3 clusters Score -82356.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82362.914062 Penalty: 2110.961182
	Iteration 23Q: 3 clusters Score -82362.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82372.570312 Penalty: 2110.961182
	Iteration 24Q: 3 clusters Score -82372.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82382.984375 Penalty: 2110.961182
	Iteration 25Q: 3 clusters Score -82382.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82389.382812 Penalty: 2110.961182
	Iteration 26Q: 3 clusters Score -82389.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82393.500000 Penalty: 2110.961182
	Iteration 27Q: 3 clusters Score -82393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82394.453125 Penalty: 2110.961182
	Iteration 28Q: 3 clusters Score -82394.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82394.453125 Penalty: 2110.961182
	Iteration 29F: 3 clusters Score -82394.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Entering Unmasked Estep 
Score: -4433229.000000 Penalty: 1696.563477
	Iteration 0F: 2 clusters Score -4433229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4410258.000000 Penalty: 3393.126953
	Iteration 0F: 3 clusters Score -4410258 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4419239.500000 Penalty: 3393.126953
	Iteration 1F: 3 clusters Score -4419240 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4420185.000000 Penalty: 3393.126953
	Iteration 2F: 3 clusters Score -4420185 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4421257.500000 Penalty: 3393.126953
	Iteration 3F: 3 clusters Score -4421258 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4422420.500000 Penalty: 3393.126953
	Iteration 4F: 3 clusters Score -4422420 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4423672.000000 Penalty: 3393.126953
	Iteration 5F: 3 clusters Score -4423672 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4425014.000000 Penalty: 3393.126953
	Iteration 6F: 3 clusters Score -4425014 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4426291.500000 Penalty: 3393.126953
	Iteration 7F: 3 clusters Score -4426292 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4427515.000000 Penalty: 3393.126953
	Iteration 8F: 3 clusters Score -4427515 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4428562.000000 Penalty: 3393.126953
	Iteration 9Q: 3 clusters Score -4428562 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4429493.000000 Penalty: 3393.126953
	Iteration 10Q: 3 clusters Score -4429493 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4430220.500000 Penalty: 3393.126953
	Iteration 11Q: 3 clusters Score -4430220 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4430774.000000 Penalty: 3393.126953
	Iteration 12Q: 3 clusters Score -4430774 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4431217.000000 Penalty: 3393.126953
	Iteration 13Q: 3 clusters Score -4431217 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4431526.500000 Penalty: 3393.126953
	Iteration 14Q: 3 clusters Score -4431526 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4431729.500000 Penalty: 3393.126953
	Iteration 15Q: 3 clusters Score -4431730 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4431854.000000 Penalty: 3393.126953
	Iteration 16Q: 3 clusters Score -4431854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4431924.000000 Penalty: 3393.126953
	Iteration 17Q: 3 clusters Score -4431924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4431986.000000 Penalty: 3393.126953
	Iteration 18Q: 3 clusters Score -4431986 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4432029.000000 Penalty: 3393.126953
	Iteration 19Q: 3 clusters Score -4432029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4432055.000000 Penalty: 3393.126953
	Iteration 20F: 3 clusters Score -4432055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4432069.500000 Penalty: 3393.126953
	Iteration 21Q: 3 clusters Score -4432070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4432077.500000 Penalty: 3393.126953
	Iteration 22Q: 3 clusters Score -4432078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4432077.500000 Penalty: 3393.126953
	Iteration 23Q: 3 clusters Score -4432078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4432090.000000 Penalty: 3393.126953
	Iteration 24Q: 3 clusters Score -4432090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4432092.500000 Penalty: 3393.126953
	Iteration 25Q: 3 clusters Score -4432092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4432098.000000 Penalty: 3393.126953
	Iteration 26Q: 3 clusters Score -4432098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4432101.000000 Penalty: 3393.126953
	Iteration 27Q: 3 clusters Score -4432101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4432105.000000 Penalty: 3393.126953
	Iteration 28Q: 3 clusters Score -4432105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4432109.500000 Penalty: 3393.126953
	Iteration 29Q: 3 clusters Score -4432110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4432117.000000 Penalty: 3393.126953
	Iteration 30Q: 3 clusters Score -4432117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4432122.000000 Penalty: 3393.126953
	Iteration 31Q: 3 clusters Score -4432122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4432124.500000 Penalty: 3393.126953
	Iteration 32Q: 3 clusters Score -4432124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4432132.500000 Penalty: 3393.126953
	Iteration 33Q: 3 clusters Score -4432132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4432150.000000 Penalty: 3393.126953
	Iteration 34Q: 3 clusters Score -4432150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4432155.000000 Penalty: 3393.126953
	Iteration 35Q: 3 clusters Score -4432155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4432158.500000 Penalty: 3393.126953
	Iteration 36Q: 3 clusters Score -4432158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4432165.500000 Penalty: 3393.126953
	Iteration 37Q: 3 clusters Score -4432166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4432161.000000 Penalty: 3393.126953
	Iteration 38Q: 3 clusters Score -4432161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4432168.000000 Penalty: 3393.126953
	Iteration 39Q: 3 clusters Score -4432168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4432169.000000 Penalty: 3393.126953
	Iteration 40F: 3 clusters Score -4432169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4432167.000000 Penalty: 3393.126953
	Iteration 41Q: 3 clusters Score -4432167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4432166.500000 Penalty: 3393.126953
	Iteration 42Q: 3 clusters Score -4432166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4432167.500000 Penalty: 3393.126953
	Iteration 43Q: 3 clusters Score -4432168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4432167.500000 Penalty: 3393.126953
	Iteration 44Q: 3 clusters Score -4432168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4432171.500000 Penalty: 3393.126953
	Iteration 45Q: 3 clusters Score -4432172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4432177.000000 Penalty: 3393.126953
	Iteration 46Q: 3 clusters Score -4432177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4432182.000000 Penalty: 3393.126953
	Iteration 47Q: 3 clusters Score -4432182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4432185.000000 Penalty: 3393.126953
	Iteration 48Q: 3 clusters Score -4432185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4432201.500000 Penalty: 3393.126953
	Iteration 49Q: 3 clusters Score -4432202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4432217.000000 Penalty: 3393.126953
	Iteration 50Q: 3 clusters Score -4432217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4432226.500000 Penalty: 3393.126953
	Iteration 51Q: 3 clusters Score -4432226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4432233.000000 Penalty: 3393.126953
	Iteration 52Q: 3 clusters Score -4432233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4432233.000000 Penalty: 3393.126953
	Iteration 53Q: 3 clusters Score -4432233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4432245.500000 Penalty: 3393.126953
	Iteration 54Q: 3 clusters Score -4432246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4432254.500000 Penalty: 3393.126953
	Iteration 55Q: 3 clusters Score -4432254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4432252.000000 Penalty: 3393.126953
	Iteration 56Q: 3 clusters Score -4432252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4432260.500000 Penalty: 3393.126953
	Iteration 57Q: 3 clusters Score -4432260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4432264.500000 Penalty: 3393.126953
	Iteration 58Q: 3 clusters Score -4432264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4432267.500000 Penalty: 3393.126953
	Iteration 59Q: 3 clusters Score -4432268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4432277.000000 Penalty: 3393.126953
	Iteration 60F: 3 clusters Score -4432277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4432288.000000 Penalty: 3393.126953
	Iteration 61Q: 3 clusters Score -4432288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4432292.000000 Penalty: 3393.126953
	Iteration 62Q: 3 clusters Score -4432292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4432292.500000 Penalty: 3393.126953
	Iteration 63Q: 3 clusters Score -4432292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4432298.000000 Penalty: 3393.126953
	Iteration 64Q: 3 clusters Score -4432298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4432297.000000 Penalty: 3393.126953
	Iteration 65Q: 3 clusters Score -4432297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4432300.000000 Penalty: 3393.126953
	Iteration 66Q: 3 clusters Score -4432300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4432305.000000 Penalty: 3393.126953
	Iteration 67Q: 3 clusters Score -4432305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4432303.500000 Penalty: 3393.126953
	Iteration 68Q: 3 clusters Score -4432304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4432305.000000 Penalty: 3393.126953
	Iteration 69Q: 3 clusters Score -4432305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4432305.000000 Penalty: 3393.126953
	Iteration 70Q: 3 clusters Score -4432305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4432308.500000 Penalty: 3393.126953
	Iteration 71Q: 3 clusters Score -4432308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4432309.000000 Penalty: 3393.126953
	Iteration 72Q: 3 clusters Score -4432309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4432311.500000 Penalty: 3393.126953
	Iteration 73Q: 3 clusters Score -4432312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4432319.500000 Penalty: 3393.126953
	Iteration 74Q: 3 clusters Score -4432320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4432320.000000 Penalty: 3393.126953
	Iteration 75Q: 3 clusters Score -4432320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4432328.500000 Penalty: 3393.126953
	Iteration 76Q: 3 clusters Score -4432328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4432337.000000 Penalty: 3393.126953
	Iteration 77Q: 3 clusters Score -4432337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4432339.000000 Penalty: 3393.126953
	Iteration 78Q: 3 clusters Score -4432339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4432340.000000 Penalty: 3393.126953
	Iteration 79Q: 3 clusters Score -4432340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4432340.000000 Penalty: 3393.126953
	Iteration 80F: 3 clusters Score -4432340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4432341.500000 Penalty: 3393.126953
	Iteration 81Q: 3 clusters Score -4432342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4432341.500000 Penalty: 3393.126953
	Iteration 82Q: 3 clusters Score -4432342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4432340.500000 Penalty: 3393.126953
	Iteration 83Q: 3 clusters Score -4432340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4432339.000000 Penalty: 3393.126953
	Iteration 84Q: 3 clusters Score -4432339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4432339.000000 Penalty: 3393.126953
	Iteration 85F: 3 clusters Score -4432339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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: -58557.660156 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58557.66 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58753.449219 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58753.45 nChanged 28
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: -58807.707031 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58807.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58834.246094 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58834.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58845.460938 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58845.46 nChanged 3
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: -58847.804688 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58847.8 nChanged 3
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: -58858.628906 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58858.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58867.882812 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58867.88 nChanged 1
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: -58868.429688 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58868.43 nChanged 0
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: -58868.429688 Penalty: 2009.177612
	Iteration 9F: 3 clusters Score -58868.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3455434.750000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455435 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3462148.500000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462148 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3462547.000000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462547 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3462949.250000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3462949 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3463333.500000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3463334 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3463688.500000 Penalty: 3303.776855
	Iteration 5Q: 3 clusters Score -3463688 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3464072.500000 Penalty: 3303.776855
	Iteration 6Q: 3 clusters Score -3464072 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3464425.000000 Penalty: 3303.776855
	Iteration 7Q: 3 clusters Score -3464425 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3464804.000000 Penalty: 3303.776855
	Iteration 8Q: 3 clusters Score -3464804 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3465247.500000 Penalty: 3303.776855
	Iteration 9Q: 3 clusters Score -3465248 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3465849.000000 Penalty: 3303.776855
	Iteration 10Q: 3 clusters Score -3465849 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3466591.000000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3466591 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3467399.000000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3467399 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3468080.000000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3468080 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3468604.250000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3468604 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3469041.250000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3469041 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3469436.250000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3469436 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3469797.500000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3469798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3470141.250000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3470141 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3470454.750000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3470455 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3470749.250000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3470749 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3471085.750000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3471086 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3471364.750000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3471365 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3471570.250000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3471570 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3471754.250000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3471754 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3471881.000000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3471881 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3471985.750000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3471986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3472054.000000 Penalty: 3303.776855
	Iteration 27Q: 3 clusters Score -3472054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3472090.000000 Penalty: 3303.776855
	Iteration 28Q: 3 clusters Score -3472090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3472136.250000 Penalty: 3303.776855
	Iteration 29Q: 3 clusters Score -3472136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3472181.750000 Penalty: 3303.776855
	Iteration 30Q: 3 clusters Score -3472182 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3472215.750000 Penalty: 3303.776855
	Iteration 31Q: 3 clusters Score -3472216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3472246.000000 Penalty: 3303.776855
	Iteration 32Q: 3 clusters Score -3472246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3472283.250000 Penalty: 3303.776855
	Iteration 33Q: 3 clusters Score -3472283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3472307.250000 Penalty: 3303.776855
	Iteration 34Q: 3 clusters Score -3472307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3472319.750000 Penalty: 3303.776855
	Iteration 35Q: 3 clusters Score -3472320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3472325.750000 Penalty: 3303.776855
	Iteration 36Q: 3 clusters Score -3472326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3472344.250000 Penalty: 3303.776855
	Iteration 37Q: 3 clusters Score -3472344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3472355.000000 Penalty: 3303.776855
	Iteration 38Q: 3 clusters Score -3472355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3472356.500000 Penalty: 3303.776855
	Iteration 39Q: 3 clusters Score -3472356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3472356.250000 Penalty: 3303.776855
	Iteration 40F: 3 clusters Score -3472356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3472363.250000 Penalty: 3303.776855
	Iteration 41Q: 3 clusters Score -3472363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3472371.000000 Penalty: 3303.776855
	Iteration 42Q: 3 clusters Score -3472371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3472369.750000 Penalty: 3303.776855
	Iteration 43Q: 3 clusters Score -3472370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3472371.750000 Penalty: 3303.776855
	Iteration 44Q: 3 clusters Score -3472372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3472378.250000 Penalty: 3303.776855
	Iteration 45Q: 3 clusters Score -3472378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3472379.750000 Penalty: 3303.776855
	Iteration 46Q: 3 clusters Score -3472380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3472383.000000 Penalty: 3303.776855
	Iteration 47Q: 3 clusters Score -3472383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3472377.500000 Penalty: 3303.776855
	Iteration 48Q: 3 clusters Score -3472378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3472382.000000 Penalty: 3303.776855
	Iteration 49Q: 3 clusters Score -3472382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3472388.000000 Penalty: 3303.776855
	Iteration 50Q: 3 clusters Score -3472388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3472385.750000 Penalty: 3303.776855
	Iteration 51Q: 3 clusters Score -3472386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3472392.750000 Penalty: 3303.776855
	Iteration 52Q: 3 clusters Score -3472393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3472397.250000 Penalty: 3303.776855
	Iteration 53Q: 3 clusters Score -3472397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3472402.750000 Penalty: 3303.776855
	Iteration 54Q: 3 clusters Score -3472403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3472410.000000 Penalty: 3303.776855
	Iteration 55Q: 3 clusters Score -3472410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3472407.250000 Penalty: 3303.776855
	Iteration 56Q: 3 clusters Score -3472407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3472409.500000 Penalty: 3303.776855
	Iteration 57Q: 3 clusters Score -3472410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3472412.750000 Penalty: 3303.776855
	Iteration 58Q: 3 clusters Score -3472413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3472413.000000 Penalty: 3303.776855
	Iteration 59Q: 3 clusters Score -3472413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3472413.750000 Penalty: 3303.776855
	Iteration 60F: 3 clusters Score -3472414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3472413.500000 Penalty: 3303.776855
	Iteration 61Q: 3 clusters Score -3472414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3472413.250000 Penalty: 3303.776855
	Iteration 62Q: 3 clusters Score -3472413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3472414.000000 Penalty: 3303.776855
	Iteration 63Q: 3 clusters Score -3472414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3472414.000000 Penalty: 3303.776855
	Iteration 64F: 3 clusters Score -3472414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159948.250000 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159948.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -160179.531250 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160179.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160237.671875 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160237.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160257.546875 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160264.062500 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -160269.078125 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160278.078125 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160287.234375 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -160296.250000 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160305.125000 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160308.484375 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160310.125000 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -160314.703125 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -160315.171875 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160315.375000 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -160315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160315.375000 Penalty: 2244.369873
	Iteration 15F: 3 clusters Score -160315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 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 126 members 
Entering Unmasked Estep 
Score: -32133.601562 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32133.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32210.500000 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32210.5 nChanged 5
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: -32222.199219 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32230.146484 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32230.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32232.089844 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32232.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32235.048828 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32235.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32235.048828 Penalty: 1802.182617
	Iteration 6F: 3 clusters Score -32235.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -647396.750000 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -647396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -643538.062500 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -643538.1 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -644645.062500 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -644645.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -644934.562500 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -644934.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -645210.875000 Penalty: 2762.713623
	Iteration 3F: 3 clusters Score -645210.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -645589.062500 Penalty: 2762.713623
	Iteration 4F: 3 clusters Score -645589.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -646011.750000 Penalty: 2762.713623
	Iteration 5F: 3 clusters Score -646011.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -646353.687500 Penalty: 2762.713623
	Iteration 6F: 3 clusters Score -646353.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -646649.250000 Penalty: 2762.713623
	Iteration 7F: 3 clusters Score -646649.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -646878.687500 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -646878.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -646997.437500 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -646997.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -647055.875000 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -647055.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -647077.250000 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -647077.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -647091.937500 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -647091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -647099.562500 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -647099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -647102.437500 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -647102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -647110.375000 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -647110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -647114.500000 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -647114.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -647116.562500 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -647116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -647120.750000 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -647120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -647121.937500 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -647121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -647121.375000 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -647121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34635.394531 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34635.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34831.007812 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34831.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34947.574219 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -34947.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35022.765625 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -35022.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35080.964844 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -35080.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35115.652344 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -35115.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35136.656250 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -35136.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35143.140625 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -35143.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35147.566406 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -35147.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35149.167969 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -35149.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35149.167969 Penalty: 1864.385986
	Iteration 10F: 3 clusters Score -35149.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15436.145508 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15436.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15524.747070 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15524.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15569.589844 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15569.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15609.162109 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15609.16 nChanged 3
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: -15620.742188 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15620.74 nChanged 2
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: -15634.285156 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15634.29 nChanged 1
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: -15639.012695 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -15639.01 nChanged 0
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: -15639.012695 Penalty: 1676.692993
	Iteration 7F: 3 clusters Score -15639.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1021501.750000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1021502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1015580.562500 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -1015581 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1017609.562500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1017610 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1017993.687500 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1017994 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1018408.312500 Penalty: 2923.831543
	Iteration 3F: 3 clusters Score -1018408 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1018811.250000 Penalty: 2923.831543
	Iteration 4F: 3 clusters Score -1018811 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1019123.187500 Penalty: 2923.831543
	Iteration 5F: 3 clusters Score -1019123 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1019370.000000 Penalty: 2923.831543
	Iteration 6F: 3 clusters Score -1019370 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1019555.375000 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1019555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1019690.375000 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -1019690 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1019800.187500 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -1019800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1019891.937500 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -1019892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1019970.875000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -1019971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1020027.187500 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1020027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1020071.250000 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1020071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1020102.000000 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1020102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1020132.312500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1020132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1020156.000000 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1020156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1020168.875000 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1020169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1020177.750000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1020178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1020189.812500 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1020190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1020198.625000 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1020199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1020205.312500 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1020205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1020211.812500 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1020212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1020215.437500 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1020215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1020221.687500 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1020222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1020224.312500 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1020224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1020227.125000 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1020227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1020229.187500 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1020229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1020231.062500 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1020231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1020234.875000 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1020235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1020236.437500 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1020236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1020237.375000 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1020237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1020239.812500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1020240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1020240.375000 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1020240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1020242.812500 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1020243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1020243.562500 Penalty: 2923.831543
	Iteration 35Q: 3 clusters Score -1020244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1020245.250000 Penalty: 2923.831543
	Iteration 36Q: 3 clusters Score -1020245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1020243.187500 Penalty: 2923.831543
	Iteration 37Q: 3 clusters Score -1020243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1020242.812500 Penalty: 2923.831543
	Iteration 38Q: 3 clusters Score -1020243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1020242.750000 Penalty: 2923.831543
	Iteration 39Q: 3 clusters Score -1020243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1020245.187500 Penalty: 2923.831543
	Iteration 40F: 3 clusters Score -1020245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1020249.375000 Penalty: 2923.831543
	Iteration 41Q: 3 clusters Score -1020249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1020246.250000 Penalty: 2923.831543
	Iteration 42Q: 3 clusters Score -1020246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1020248.812500 Penalty: 2923.831543
	Iteration 43Q: 3 clusters Score -1020249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1020249.750000 Penalty: 2923.831543
	Iteration 44Q: 3 clusters Score -1020250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1020250.500000 Penalty: 2923.831543
	Iteration 45Q: 3 clusters Score -1020250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1020253.000000 Penalty: 2923.831543
	Iteration 46Q: 3 clusters Score -1020253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1020254.812500 Penalty: 2923.831543
	Iteration 47Q: 3 clusters Score -1020255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1020255.625000 Penalty: 2923.831543
	Iteration 48Q: 3 clusters Score -1020256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1020257.250000 Penalty: 2923.831543
	Iteration 49Q: 3 clusters Score -1020257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1020262.812500 Penalty: 2923.831543
	Iteration 50Q: 3 clusters Score -1020263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1020262.937500 Penalty: 2923.831543
	Iteration 51Q: 3 clusters Score -1020263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1020263.750000 Penalty: 2923.831543
	Iteration 52Q: 3 clusters Score -1020264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1020269.000000 Penalty: 2923.831543
	Iteration 53Q: 3 clusters Score -1020269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1020269.750000 Penalty: 2923.831543
	Iteration 54Q: 3 clusters Score -1020270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1020269.625000 Penalty: 2923.831543
	Iteration 55Q: 3 clusters Score -1020270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1020274.062500 Penalty: 2923.831543
	Iteration 56Q: 3 clusters Score -1020274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1020277.062500 Penalty: 2923.831543
	Iteration 57Q: 3 clusters Score -1020277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1020279.187500 Penalty: 2923.831543
	Iteration 58Q: 3 clusters Score -1020279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1020282.687500 Penalty: 2923.831543
	Iteration 59Q: 3 clusters Score -1020283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1020284.125000 Penalty: 2923.831543
	Iteration 60F: 3 clusters Score -1020284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1020287.437500 Penalty: 2923.831543
	Iteration 61Q: 3 clusters Score -1020287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1020289.812500 Penalty: 2923.831543
	Iteration 62Q: 3 clusters Score -1020290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1020294.687500 Penalty: 2923.831543
	Iteration 63Q: 3 clusters Score -1020295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1020293.000000 Penalty: 2923.831543
	Iteration 64Q: 3 clusters Score -1020293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1020293.187500 Penalty: 2923.831543
	Iteration 65Q: 3 clusters Score -1020293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1020296.437500 Penalty: 2923.831543
	Iteration 66Q: 3 clusters Score -1020296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1020295.625000 Penalty: 2923.831543
	Iteration 67Q: 3 clusters Score -1020296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1020297.687500 Penalty: 2923.831543
	Iteration 68Q: 3 clusters Score -1020298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1020297.375000 Penalty: 2923.831543
	Iteration 69Q: 3 clusters Score -1020297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1020299.375000 Penalty: 2923.831543
	Iteration 70Q: 3 clusters Score -1020299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1020300.375000 Penalty: 2923.831543
	Iteration 71Q: 3 clusters Score -1020300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1020301.500000 Penalty: 2923.831543
	Iteration 72Q: 3 clusters Score -1020302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1020301.625000 Penalty: 2923.831543
	Iteration 73Q: 3 clusters Score -1020302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1020303.312500 Penalty: 2923.831543
	Iteration 74Q: 3 clusters Score -1020303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1020304.000000 Penalty: 2923.831543
	Iteration 75Q: 3 clusters Score -1020304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1020306.500000 Penalty: 2923.831543
	Iteration 76Q: 3 clusters Score -1020306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1020308.125000 Penalty: 2923.831543
	Iteration 77Q: 3 clusters Score -1020308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1020310.687500 Penalty: 2923.831543
	Iteration 78Q: 3 clusters Score -1020311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1020312.562500 Penalty: 2923.831543
	Iteration 79Q: 3 clusters Score -1020313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1020314.187500 Penalty: 2923.831543
	Iteration 80F: 3 clusters Score -1020314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1020314.500000 Penalty: 2923.831543
	Iteration 81Q: 3 clusters Score -1020314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1020314.312500 Penalty: 2923.831543
	Iteration 82Q: 3 clusters Score -1020314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1020315.000000 Penalty: 2923.831543
	Iteration 83Q: 3 clusters Score -1020315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1020315.250000 Penalty: 2923.831543
	Iteration 84Q: 3 clusters Score -1020315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1020315.312500 Penalty: 2923.831543
	Iteration 85Q: 3 clusters Score -1020315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1020316.562500 Penalty: 2923.831543
	Iteration 86Q: 3 clusters Score -1020317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1020315.812500 Penalty: 2923.831543
	Iteration 87Q: 3 clusters Score -1020316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1020317.625000 Penalty: 2923.831543
	Iteration 88Q: 3 clusters Score -1020318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1020319.062500 Penalty: 2923.831543
	Iteration 89Q: 3 clusters Score -1020319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1020321.687500 Penalty: 2923.831543
	Iteration 90Q: 3 clusters Score -1020322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1020323.375000 Penalty: 2923.831543
	Iteration 91Q: 3 clusters Score -1020323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1020323.125000 Penalty: 2923.831543
	Iteration 92Q: 3 clusters Score -1020323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1020324.125000 Penalty: 2923.831543
	Iteration 93Q: 3 clusters Score -1020324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1020323.750000 Penalty: 2923.831543
	Iteration 94Q: 3 clusters Score -1020324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1020323.312500 Penalty: 2923.831543
	Iteration 95Q: 3 clusters Score -1020323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1020324.000000 Penalty: 2923.831543
	Iteration 96Q: 3 clusters Score -1020324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1020324.687500 Penalty: 2923.831543
	Iteration 97Q: 3 clusters Score -1020325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1020323.875000 Penalty: 2923.831543
	Iteration 98Q: 3 clusters Score -1020324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1020325.312500 Penalty: 2923.831543
	Iteration 99Q: 3 clusters Score -1020325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1020325.687500 Penalty: 2923.831543
	Iteration 100F: 3 clusters Score -1020326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1020324.750000 Penalty: 2923.831543
	Iteration 101Q: 3 clusters Score -1020325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1020325.625000 Penalty: 2923.831543
	Iteration 102Q: 3 clusters Score -1020326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1020326.625000 Penalty: 2923.831543
	Iteration 103Q: 3 clusters Score -1020327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1020328.625000 Penalty: 2923.831543
	Iteration 104Q: 3 clusters Score -1020329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1020331.812500 Penalty: 2923.831543
	Iteration 105Q: 3 clusters Score -1020332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1020329.562500 Penalty: 2923.831543
	Iteration 106Q: 3 clusters Score -1020330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1020329.562500 Penalty: 2923.831543
	Iteration 107F: 3 clusters Score -1020330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -499448.843750 Penalty: 1353.255493
	Iteration 0F: 2 clusters Score -499448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -496043.468750 Penalty: 2706.510986
	Iteration 0F: 3 clusters Score -496043.5 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -497030.406250 Penalty: 2706.510986
	Iteration 1F: 3 clusters Score -497030.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -497260.781250 Penalty: 2706.510986
	Iteration 2F: 3 clusters Score -497260.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -497436.968750 Penalty: 2706.510986
	Iteration 3F: 3 clusters Score -497437 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -497591.093750 Penalty: 2706.510986
	Iteration 4F: 3 clusters Score -497591.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -497726.062500 Penalty: 2706.510986
	Iteration 5Q: 3 clusters Score -497726.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -497852.875000 Penalty: 2706.510986
	Iteration 6Q: 3 clusters Score -497852.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -497991.562500 Penalty: 2706.510986
	Iteration 7Q: 3 clusters Score -497991.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -498124.843750 Penalty: 2706.510986
	Iteration 8Q: 3 clusters Score -498124.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -498257.562500 Penalty: 2706.510986
	Iteration 9Q: 3 clusters Score -498257.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -498372.718750 Penalty: 2706.510986
	Iteration 10Q: 3 clusters Score -498372.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -498484.187500 Penalty: 2706.510986
	Iteration 11Q: 3 clusters Score -498484.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -498585.750000 Penalty: 2706.510986
	Iteration 12Q: 3 clusters Score -498585.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -498660.218750 Penalty: 2706.510986
	Iteration 13Q: 3 clusters Score -498660.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -498704.093750 Penalty: 2706.510986
	Iteration 14Q: 3 clusters Score -498704.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -498723.843750 Penalty: 2706.510986
	Iteration 15Q: 3 clusters Score -498723.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -498742.156250 Penalty: 2706.510986
	Iteration 16Q: 3 clusters Score -498742.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -498771.187500 Penalty: 2706.510986
	Iteration 17Q: 3 clusters Score -498771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -498802.500000 Penalty: 2706.510986
	Iteration 18Q: 3 clusters Score -498802.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -498848.125000 Penalty: 2706.510986
	Iteration 19Q: 3 clusters Score -498848.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -498908.843750 Penalty: 2706.510986
	Iteration 20F: 3 clusters Score -498908.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -498968.812500 Penalty: 2706.510986
	Iteration 21Q: 3 clusters Score -498968.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -499017.562500 Penalty: 2706.510986
	Iteration 22Q: 3 clusters Score -499017.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -499068.281250 Penalty: 2706.510986
	Iteration 23Q: 3 clusters Score -499068.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -499138.718750 Penalty: 2706.510986
	Iteration 24Q: 3 clusters Score -499138.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -499252.250000 Penalty: 2706.510986
	Iteration 25Q: 3 clusters Score -499252.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499398.718750 Penalty: 2706.510986
	Iteration 26Q: 3 clusters Score -499398.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -499543.656250 Penalty: 2706.510986
	Iteration 27Q: 3 clusters Score -499543.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -499661.468750 Penalty: 2706.510986
	Iteration 28Q: 3 clusters Score -499661.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -499722.093750 Penalty: 2706.510986
	Iteration 29Q: 3 clusters Score -499722.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -499749.562500 Penalty: 2706.510986
	Iteration 30Q: 3 clusters Score -499749.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -499768.687500 Penalty: 2706.510986
	Iteration 31Q: 3 clusters Score -499768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -499773.000000 Penalty: 2706.510986
	Iteration 32Q: 3 clusters Score -499773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -499776.312500 Penalty: 2706.510986
	Iteration 33Q: 3 clusters Score -499776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -499777.406250 Penalty: 2706.510986
	Iteration 34Q: 3 clusters Score -499777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -499777.937500 Penalty: 2706.510986
	Iteration 35Q: 3 clusters Score -499777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -499791.531250 Penalty: 2706.510986
	Iteration 36F: 3 clusters Score -499791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -499795.968750 Penalty: 2706.510986
	Iteration 37Q: 3 clusters Score -499796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -499798.125000 Penalty: 2706.510986
	Iteration 38Q: 3 clusters Score -499798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -499797.906250 Penalty: 2706.510986
	Iteration 39Q: 3 clusters Score -499797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -499797.906250 Penalty: 2706.510986
	Iteration 40F: 3 clusters Score -499797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 3163 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Mstep: Class 74 contains 974 members 
Entering Unmasked Estep 
Score: -68999744.000000 Penalty: 158513.796875
Splitting cluster 38 changes total score from -69000288.000000 to -68999744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21440.988281 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21440.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21545.246094 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21545.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21560.052734 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -21560.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21568.253906 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21568.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21579.470703 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21579.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21579.664062 Penalty: 1726.791992
	Iteration 5F: 3 clusters Score -21579.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21591.197266 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21605.279297 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -21605.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21632.746094 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -21632.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21636.185547 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -21636.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21643.167969 Penalty: 1726.791992
	Iteration 10Q: 3 clusters Score -21643.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21662.060547 Penalty: 1726.791992
	Iteration 11Q: 3 clusters Score -21662.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21662.060547 Penalty: 1726.791992
	Iteration 12F: 3 clusters Score -21662.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -623310.437500 Penalty: 1380.362427
	Iteration 0F: 2 clusters Score -623310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -619371.937500 Penalty: 2760.724854
	Iteration 0F: 3 clusters Score -619371.9 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -620528.437500 Penalty: 2760.724854
	Iteration 1F: 3 clusters Score -620528.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -620793.875000 Penalty: 2760.724854
	Iteration 2F: 3 clusters Score -620793.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -621009.937500 Penalty: 2760.724854
	Iteration 3F: 3 clusters Score -621009.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -621173.312500 Penalty: 2760.724854
	Iteration 4F: 3 clusters Score -621173.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -621319.187500 Penalty: 2760.724854
	Iteration 5Q: 3 clusters Score -621319.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -621453.750000 Penalty: 2760.724854
	Iteration 6Q: 3 clusters Score -621453.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -621576.125000 Penalty: 2760.724854
	Iteration 7Q: 3 clusters Score -621576.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -621670.562500 Penalty: 2760.724854
	Iteration 8Q: 3 clusters Score -621670.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -621752.687500 Penalty: 2760.724854
	Iteration 9Q: 3 clusters Score -621752.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -621824.812500 Penalty: 2760.724854
	Iteration 10Q: 3 clusters Score -621824.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -621880.625000 Penalty: 2760.724854
	Iteration 11Q: 3 clusters Score -621880.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -621925.375000 Penalty: 2760.724854
	Iteration 12Q: 3 clusters Score -621925.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -621961.937500 Penalty: 2760.724854
	Iteration 13Q: 3 clusters Score -621961.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -621979.250000 Penalty: 2760.724854
	Iteration 14Q: 3 clusters Score -621979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -621992.750000 Penalty: 2760.724854
	Iteration 15Q: 3 clusters Score -621992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -622001.750000 Penalty: 2760.724854
	Iteration 16Q: 3 clusters Score -622001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -622006.625000 Penalty: 2760.724854
	Iteration 17Q: 3 clusters Score -622006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -622018.437500 Penalty: 2760.724854
	Iteration 18Q: 3 clusters Score -622018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -622028.750000 Penalty: 2760.724854
	Iteration 19Q: 3 clusters Score -622028.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -622045.562500 Penalty: 2760.724854
	Iteration 20F: 3 clusters Score -622045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -622056.687500 Penalty: 2760.724854
	Iteration 21Q: 3 clusters Score -622056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -622073.437500 Penalty: 2760.724854
	Iteration 22Q: 3 clusters Score -622073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -622088.500000 Penalty: 2760.724854
	Iteration 23Q: 3 clusters Score -622088.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -622102.562500 Penalty: 2760.724854
	Iteration 24Q: 3 clusters Score -622102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -622115.062500 Penalty: 2760.724854
	Iteration 25Q: 3 clusters Score -622115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -622120.937500 Penalty: 2760.724854
	Iteration 26Q: 3 clusters Score -622120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -622126.562500 Penalty: 2760.724854
	Iteration 27Q: 3 clusters Score -622126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -622129.187500 Penalty: 2760.724854
	Iteration 28Q: 3 clusters Score -622129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -622130.812500 Penalty: 2760.724854
	Iteration 29Q: 3 clusters Score -622130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -622132.312500 Penalty: 2760.724854
	Iteration 30Q: 3 clusters Score -622132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -622132.312500 Penalty: 2760.724854
	Iteration 31F: 3 clusters Score -622132.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244581.468750 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244581.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245086.343750 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245086.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -245232.031250 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -245344.406250 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245344.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -245432.437500 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245432.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245494.796875 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245494.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -245550.078125 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245550.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -245606.718750 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245606.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -245644.906250 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245644.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245677.140625 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245677.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -245704.859375 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245704.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -245722.921875 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245722.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245743.234375 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -245765.281250 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245765.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -245790.578125 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245790.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -245817.453125 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245817.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245833.234375 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245833.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -245843.281250 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245843.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245851.984375 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -245861.859375 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -245869.234375 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -245874.734375 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245876.312500 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -245878.718750 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -245881.000000 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245884.578125 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245888.828125 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -245888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245890.375000 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -245890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245890.375000 Penalty: 2453.964844
	Iteration 28F: 3 clusters Score -245890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 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 183 members 
Entering Unmasked Estep 
Score: -18125.128906 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18125.13 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18363.435547 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18363.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18445.281250 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18445.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18488.818359 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -18488.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18493.439453 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18493.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18493.439453 Penalty: 1924.512939
	Iteration 5F: 3 clusters Score -18493.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193376.796875 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -191615.546875 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191615.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191973.875000 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191973.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192062.703125 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192062.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192120.671875 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -192120.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -192158.046875 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -192177.203125 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192177.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192199.718750 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192199.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192214.890625 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192230.000000 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192246.718750 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192246.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192269.031250 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192282.171875 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192282.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -192295.140625 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192302.875000 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -192311.421875 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192311.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192316.156250 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192319.125000 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -192319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192322.796875 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -192322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192329.796875 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -192329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192338.593750 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -192338.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192352.500000 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -192352.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192373.609375 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -192373.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192420.687500 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -192420.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192497.593750 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -192497.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192588.781250 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -192588.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192699.750000 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -192699.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192766.000000 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -192766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -192817.062500 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -192817.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192839.453125 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -192839.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192855.859375 Penalty: 2370.451904
	Iteration 29Q: 3 clusters Score -192855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -192866.031250 Penalty: 2370.451904
	Iteration 30Q: 3 clusters Score -192866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192874.031250 Penalty: 2370.451904
	Iteration 31Q: 3 clusters Score -192874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192878.281250 Penalty: 2370.451904
	Iteration 32Q: 3 clusters Score -192878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192880.328125 Penalty: 2370.451904
	Iteration 33Q: 3 clusters Score -192880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192882.281250 Penalty: 2370.451904
	Iteration 34Q: 3 clusters Score -192882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -192887.468750 Penalty: 2370.451904
	Iteration 35Q: 3 clusters Score -192887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192892.578125 Penalty: 2370.451904
	Iteration 36Q: 3 clusters Score -192892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192895.343750 Penalty: 2370.451904
	Iteration 37Q: 3 clusters Score -192895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192895.421875 Penalty: 2370.451904
	Iteration 38F: 3 clusters Score -192895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -192897.718750 Penalty: 2370.451904
	Iteration 39Q: 3 clusters Score -192897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192899.046875 Penalty: 2370.451904
	Iteration 40F: 3 clusters Score -192899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -192899.859375 Penalty: 2370.451904
	Iteration 41Q: 3 clusters Score -192899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192901.546875 Penalty: 2370.451904
	Iteration 42Q: 3 clusters Score -192901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192904.656250 Penalty: 2370.451904
	Iteration 43Q: 3 clusters Score -192904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192904.656250 Penalty: 2370.451904
	Iteration 44F: 3 clusters Score -192904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -972012.812500 Penalty: 1441.071411
	Iteration 0F: 2 clusters Score -972012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -966668.687500 Penalty: 2882.142822
	Iteration 0F: 3 clusters Score -966668.7 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -968326.437500 Penalty: 2882.142822
	Iteration 1F: 3 clusters Score -968326.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -968580.625000 Penalty: 2882.142822
	Iteration 2F: 3 clusters Score -968580.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -968792.375000 Penalty: 2882.142822
	Iteration 3F: 3 clusters Score -968792.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -969046.687500 Penalty: 2882.142822
	Iteration 4F: 3 clusters Score -969046.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -969302.437500 Penalty: 2882.142822
	Iteration 5Q: 3 clusters Score -969302.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -969529.000000 Penalty: 2882.142822
	Iteration 6Q: 3 clusters Score -969529 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -969732.750000 Penalty: 2882.142822
	Iteration 7Q: 3 clusters Score -969732.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -969942.375000 Penalty: 2882.142822
	Iteration 8Q: 3 clusters Score -969942.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -970087.187500 Penalty: 2882.142822
	Iteration 9Q: 3 clusters Score -970087.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -970190.625000 Penalty: 2882.142822
	Iteration 10Q: 3 clusters Score -970190.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -970287.187500 Penalty: 2882.142822
	Iteration 11Q: 3 clusters Score -970287.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -970368.875000 Penalty: 2882.142822
	Iteration 12Q: 3 clusters Score -970368.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -970448.062500 Penalty: 2882.142822
	Iteration 13Q: 3 clusters Score -970448.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -970517.562500 Penalty: 2882.142822
	Iteration 14Q: 3 clusters Score -970517.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -970569.812500 Penalty: 2882.142822
	Iteration 15Q: 3 clusters Score -970569.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -970614.937500 Penalty: 2882.142822
	Iteration 16Q: 3 clusters Score -970614.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -970657.125000 Penalty: 2882.142822
	Iteration 17Q: 3 clusters Score -970657.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -970691.437500 Penalty: 2882.142822
	Iteration 18Q: 3 clusters Score -970691.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -970720.500000 Penalty: 2882.142822
	Iteration 19Q: 3 clusters Score -970720.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -970747.312500 Penalty: 2882.142822
	Iteration 20F: 3 clusters Score -970747.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -970768.687500 Penalty: 2882.142822
	Iteration 21Q: 3 clusters Score -970768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -970778.625000 Penalty: 2882.142822
	Iteration 22Q: 3 clusters Score -970778.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -970792.937500 Penalty: 2882.142822
	Iteration 23Q: 3 clusters Score -970792.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -970801.562500 Penalty: 2882.142822
	Iteration 24Q: 3 clusters Score -970801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -970812.000000 Penalty: 2882.142822
	Iteration 25Q: 3 clusters Score -970812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -970814.250000 Penalty: 2882.142822
	Iteration 26Q: 3 clusters Score -970814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -970819.562500 Penalty: 2882.142822
	Iteration 27Q: 3 clusters Score -970819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -970822.875000 Penalty: 2882.142822
	Iteration 28Q: 3 clusters Score -970822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -970826.562500 Penalty: 2882.142822
	Iteration 29Q: 3 clusters Score -970826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -970829.687500 Penalty: 2882.142822
	Iteration 30Q: 3 clusters Score -970829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -970832.687500 Penalty: 2882.142822
	Iteration 31Q: 3 clusters Score -970832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -970832.312500 Penalty: 2882.142822
	Iteration 32Q: 3 clusters Score -970832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -970832.312500 Penalty: 2882.142822
	Iteration 33F: 3 clusters Score -970832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -189553.875000 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -189553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187805.859375 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -187805.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188221.500000 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -188221.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188367.875000 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -188367.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188463.406250 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -188463.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -188536.312500 Penalty: 2373.311279
	Iteration 4Q: 3 clusters Score -188536.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -188613.234375 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -188613.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188667.125000 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -188667.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188721.000000 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -188721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188791.937500 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -188791.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188897.609375 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -188897.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189010.781250 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -189010.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -189091.484375 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -189091.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -189154.937500 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -189154.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -189176.546875 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -189176.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189192.531250 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -189192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189205.937500 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -189205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -189211.296875 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -189211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -189219.140625 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -189219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189229.687500 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -189229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -189234.093750 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -189234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189240.609375 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -189240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -189243.734375 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -189243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189245.484375 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -189245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189248.578125 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -189248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189252.812500 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -189252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189257.156250 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -189257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -189263.093750 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -189263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189268.484375 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -189268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189273.921875 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -189273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -189278.890625 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -189278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189284.796875 Penalty: 2373.311279
	Iteration 30Q: 3 clusters Score -189284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189290.765625 Penalty: 2373.311279
	Iteration 31Q: 3 clusters Score -189290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189290.765625 Penalty: 2373.311279
	Iteration 32F: 3 clusters Score -189290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Entering Unmasked Estep 
Score: -1734162.125000 Penalty: 1543.339355
	Iteration 0F: 2 clusters Score -1734162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1724832.250000 Penalty: 3086.678711
	Iteration 0F: 3 clusters Score -1724832 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1728197.375000 Penalty: 3086.678711
	Iteration 1F: 3 clusters Score -1728197 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1728587.125000 Penalty: 3086.678711
	Iteration 2F: 3 clusters Score -1728587 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1728948.750000 Penalty: 3086.678711
	Iteration 3F: 3 clusters Score -1728949 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1729408.125000 Penalty: 3086.678711
	Iteration 4F: 3 clusters Score -1729408 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1730010.250000 Penalty: 3086.678711
	Iteration 5F: 3 clusters Score -1730010 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1730784.750000 Penalty: 3086.678711
	Iteration 6F: 3 clusters Score -1730785 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1731517.500000 Penalty: 3086.678711
	Iteration 7F: 3 clusters Score -1731518 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1732003.000000 Penalty: 3086.678711
	Iteration 8Q: 3 clusters Score -1732003 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1732347.750000 Penalty: 3086.678711
	Iteration 9Q: 3 clusters Score -1732348 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1732626.125000 Penalty: 3086.678711
	Iteration 10Q: 3 clusters Score -1732626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1732815.500000 Penalty: 3086.678711
	Iteration 11Q: 3 clusters Score -1732816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1732966.500000 Penalty: 3086.678711
	Iteration 12Q: 3 clusters Score -1732966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1733080.875000 Penalty: 3086.678711
	Iteration 13Q: 3 clusters Score -1733081 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1733164.500000 Penalty: 3086.678711
	Iteration 14Q: 3 clusters Score -1733164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1733229.125000 Penalty: 3086.678711
	Iteration 15Q: 3 clusters Score -1733229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1733285.125000 Penalty: 3086.678711
	Iteration 16Q: 3 clusters Score -1733285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1733324.625000 Penalty: 3086.678711
	Iteration 17Q: 3 clusters Score -1733325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1733369.500000 Penalty: 3086.678711
	Iteration 18Q: 3 clusters Score -1733370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1733406.750000 Penalty: 3086.678711
	Iteration 19Q: 3 clusters Score -1733407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1733432.375000 Penalty: 3086.678711
	Iteration 20F: 3 clusters Score -1733432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1733446.000000 Penalty: 3086.678711
	Iteration 21Q: 3 clusters Score -1733446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1733453.500000 Penalty: 3086.678711
	Iteration 22Q: 3 clusters Score -1733454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1733453.500000 Penalty: 3086.678711
	Iteration 23Q: 3 clusters Score -1733454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1733456.625000 Penalty: 3086.678711
	Iteration 24Q: 3 clusters Score -1733457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1733461.125000 Penalty: 3086.678711
	Iteration 25Q: 3 clusters Score -1733461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1733461.375000 Penalty: 3086.678711
	Iteration 26Q: 3 clusters Score -1733461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1733460.250000 Penalty: 3086.678711
	Iteration 27Q: 3 clusters Score -1733460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1733459.875000 Penalty: 3086.678711
	Iteration 28Q: 3 clusters Score -1733460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1733459.875000 Penalty: 3086.678711
	Iteration 29F: 3 clusters Score -1733460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47822.546875 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47822.55 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48097.847656 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48097.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48325.542969 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48325.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48467.000000 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48597.636719 Penalty: 2039.909058
	Iteration 4F: 3 clusters Score -48597.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48626.308594 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48626.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48651.042969 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48651.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48679.730469 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48679.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48716.078125 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -48716.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48753.898438 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -48753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48798.488281 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -48798.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48819.171875 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -48819.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48836.648438 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -48836.65 nChanged 3
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: -48841.312500 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -48841.31 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: -48841.527344 Penalty: 2039.909058
	Iteration 14F: 3 clusters Score -48841.53 nChanged 1
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: -48850.050781 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -48850.05 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: -48851.230469 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -48851.23 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: -48851.230469 Penalty: 2039.909058
	Iteration 17F: 3 clusters Score -48851.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 347 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Mstep: Class 74 contains 185 members 
Entering Unmasked Estep 
Score: -68999176.000000 Penalty: 158513.796875
Splitting cluster 47 changes total score from -69000288.000000 to -68999176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -413787.250000 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -413787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -410960.593750 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -410960.6 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -411722.343750 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -411722.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -411937.156250 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -411937.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -412088.875000 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -412088.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -412205.406250 Penalty: 2620.290771
	Iteration 4Q: 3 clusters Score -412205.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -412292.562500 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -412292.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -412354.000000 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -412354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -412401.031250 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -412401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -412433.937500 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -412433.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -412463.625000 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -412463.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -412493.875000 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -412493.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -412529.593750 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -412529.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -412549.343750 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -412549.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -412564.156250 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -412564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412568.312500 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -412568.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -412571.968750 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -412572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412576.968750 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -412577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -412581.281250 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -412581.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -412584.093750 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -412584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -412588.031250 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -412588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412593.062500 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -412593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -412596.468750 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -412596.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -412597.312500 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -412597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -412598.062500 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -412598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412597.781250 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -412597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412597.781250 Penalty: 2620.290771
	Iteration 25F: 3 clusters Score -412597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 245 members 
Entering Unmasked Estep 
Score: -62507.335938 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62507.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62729.667969 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62729.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62830.406250 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62830.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62918.089844 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62918.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62955.316406 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62955.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62976.406250 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62976.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62992.402344 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62996.984375 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62996.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63003.707031 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -63003.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63010.703125 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -63010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63016.457031 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -63016.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63016.457031 Penalty: 1998.945923
	Iteration 11F: 3 clusters Score -63016.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -319841.500000 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -319841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -317452.937500 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -317452.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -318019.812500 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -318019.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -318147.937500 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -318147.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -318212.281250 Penalty: 2534.653320
	Iteration 3Q: 3 clusters Score -318212.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -318272.531250 Penalty: 2534.653320
	Iteration 4Q: 3 clusters Score -318272.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -318348.593750 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -318348.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -318436.437500 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -318436.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318529.250000 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -318529.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -318611.406250 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -318611.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -318687.531250 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -318687.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -318754.531250 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -318754.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -318830.343750 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -318830.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -318941.125000 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -318941.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -319073.343750 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -319073.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -319194.218750 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -319194.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -319260.093750 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -319260.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -319282.718750 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -319282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -319294.718750 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -319294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -319300.312500 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -319300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -319301.968750 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -319302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -319305.125000 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -319305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -319305.812500 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -319305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -319305.812500 Penalty: 2534.653320
	Iteration 22F: 3 clusters Score -319305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -149368.437500 Penalty: 1163.637451
	Iteration 0F: 2 clusters Score -149368.4 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 656 members 
Entering Unmasked Estep 
Score: -147785.015625 Penalty: 2327.274902
	Iteration 0F: 3 clusters Score -147785 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148199.546875 Penalty: 2327.274902
	Iteration 1F: 3 clusters Score -148199.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148337.828125 Penalty: 2327.274902
	Iteration 2F: 3 clusters Score -148337.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148434.109375 Penalty: 2327.274902
	Iteration 3F: 3 clusters Score -148434.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148485.031250 Penalty: 2327.274902
	Iteration 4Q: 3 clusters Score -148485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148552.109375 Penalty: 2327.274902
	Iteration 5Q: 3 clusters Score -148552.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -148608.687500 Penalty: 2327.274902
	Iteration 6Q: 3 clusters Score -148608.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148626.984375 Penalty: 2327.274902
	Iteration 7Q: 3 clusters Score -148627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148642.687500 Penalty: 2327.274902
	Iteration 8Q: 3 clusters Score -148642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148648.890625 Penalty: 2327.274902
	Iteration 9Q: 3 clusters Score -148648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -148651.234375 Penalty: 2327.274902
	Iteration 10Q: 3 clusters Score -148651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148658.515625 Penalty: 2327.274902
	Iteration 11Q: 3 clusters Score -148658.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148676.031250 Penalty: 2327.274902
	Iteration 12Q: 3 clusters Score -148676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -148693.890625 Penalty: 2327.274902
	Iteration 13Q: 3 clusters Score -148693.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -148731.156250 Penalty: 2327.274902
	Iteration 14Q: 3 clusters Score -148731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -148759.656250 Penalty: 2327.274902
	Iteration 15Q: 3 clusters Score -148759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -148777.468750 Penalty: 2327.274902
	Iteration 16Q: 3 clusters Score -148777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -148786.234375 Penalty: 2327.274902
	Iteration 17Q: 3 clusters Score -148786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -148803.062500 Penalty: 2327.274902
	Iteration 18Q: 3 clusters Score -148803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148818.671875 Penalty: 2327.274902
	Iteration 19Q: 3 clusters Score -148818.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148843.671875 Penalty: 2327.274902
	Iteration 20F: 3 clusters Score -148843.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -148865.031250 Penalty: 2327.274902
	Iteration 21Q: 3 clusters Score -148865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -148874.656250 Penalty: 2327.274902
	Iteration 22Q: 3 clusters Score -148874.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148887.046875 Penalty: 2327.274902
	Iteration 23Q: 3 clusters Score -148887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148896.078125 Penalty: 2327.274902
	Iteration 24Q: 3 clusters Score -148896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148899.828125 Penalty: 2327.274902
	Iteration 25Q: 3 clusters Score -148899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148907.109375 Penalty: 2327.274902
	Iteration 26Q: 3 clusters Score -148907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148909.421875 Penalty: 2327.274902
	Iteration 27Q: 3 clusters Score -148909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148909.640625 Penalty: 2327.274902
	Iteration 28Q: 3 clusters Score -148909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148909.640625 Penalty: 2327.274902
	Iteration 29F: 3 clusters Score -148909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68888.773438 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68888.77 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69051.617188 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69051.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69121.359375 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69121.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69161.804688 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69161.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69193.312500 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69193.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69220.023438 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69220.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69241.023438 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69241.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69251.523438 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69251.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69259.250000 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69259.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69266.421875 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69266.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69277.601562 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69287.695312 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69287.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69311.062500 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69311.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69321.085938 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -69321.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69326.570312 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -69326.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69328.828125 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -69328.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69332.218750 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -69332.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69337.601562 Penalty: 2057.159424
	Iteration 17Q: 3 clusters Score -69337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69343.218750 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -69343.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69345.820312 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -69345.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69345.820312 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -69345.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372292.906250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -369612.031250 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369612 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370286.906250 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370286.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -370465.687500 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370465.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -370596.718750 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370596.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -370720.093750 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -370720.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -370812.937500 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370812.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370879.968750 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -370933.000000 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -370966.156250 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370966.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -370997.406250 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370997.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -371015.656250 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -371015.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -371032.843750 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -371032.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371047.125000 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -371047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -371055.843750 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -371055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371060.968750 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -371061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -371066.500000 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -371066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371072.531250 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -371072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371078.031250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -371078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371081.781250 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -371081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -371087.375000 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -371087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371091.468750 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -371091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371094.906250 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -371094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -371099.656250 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -371099.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371103.437500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -371103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371108.562500 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -371108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371112.031250 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -371112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371114.875000 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -371114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -371117.156250 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -371117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -371118.718750 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -371118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -371121.812500 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -371121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -371122.875000 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -371122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -371124.187500 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -371124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -371125.625000 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -371125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -371125.625000 Penalty: 2592.281982
	Iteration 33F: 3 clusters Score -371125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -186396.546875 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -186396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184694.546875 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -184694.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -185008.718750 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -185008.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -185114.250000 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -185114.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -185164.234375 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -185164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -185200.625000 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -185200.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185218.187500 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -185218.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -185239.625000 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -185239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185250.062500 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -185250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -185253.796875 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -185253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -185256.000000 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -185256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185258.968750 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -185259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -185262.109375 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -185262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185264.765625 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -185264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185267.062500 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -185267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -185268.140625 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -185268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185269.390625 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -185269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -185271.578125 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -185271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185272.546875 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -185272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185273.500000 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -185273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185274.296875 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -185274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185274.703125 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -185274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -185275.109375 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -185275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185275.343750 Penalty: 2356.687256
	Iteration 22Q: 3 clusters Score -185275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185275.796875 Penalty: 2356.687256
	Iteration 23Q: 3 clusters Score -185275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -185277.828125 Penalty: 2356.687256
	Iteration 24Q: 3 clusters Score -185277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -185278.671875 Penalty: 2356.687256
	Iteration 25Q: 3 clusters Score -185278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -185280.312500 Penalty: 2356.687256
	Iteration 26Q: 3 clusters Score -185280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -185283.437500 Penalty: 2356.687256
	Iteration 27Q: 3 clusters Score -185283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -185284.625000 Penalty: 2356.687256
	Iteration 28Q: 3 clusters Score -185284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -185286.203125 Penalty: 2356.687256
	Iteration 29Q: 3 clusters Score -185286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -185287.031250 Penalty: 2356.687256
	Iteration 30Q: 3 clusters Score -185287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185287.296875 Penalty: 2356.687256
	Iteration 31Q: 3 clusters Score -185287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185287.296875 Penalty: 2356.687256
	Iteration 32F: 3 clusters Score -185287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -735670.125000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -735670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -731329.000000 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -731329 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -732707.625000 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -732707.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -733053.437500 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -733053.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -733356.437500 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -733356.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -733667.312500 Penalty: 2804.105957
	Iteration 4F: 3 clusters Score -733667.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -734013.687500 Penalty: 2804.105957
	Iteration 5F: 3 clusters Score -734013.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -734428.437500 Penalty: 2804.105957
	Iteration 6F: 3 clusters Score -734428.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -734891.437500 Penalty: 2804.105957
	Iteration 7F: 3 clusters Score -734891.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -735267.812500 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -735267.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -735475.187500 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -735475.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -735608.312500 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -735608.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -735726.187500 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -735726.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -735789.812500 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -735789.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -735825.500000 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -735825.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -735843.500000 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -735843.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -735853.687500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -735853.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -735864.250000 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -735864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -735869.937500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -735869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -735871.125000 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -735871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -735871.312500 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -735871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -735872.437500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -735872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -735873.125000 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -735873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -735874.375000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -735874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -735875.812500 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -735875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -735874.375000 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -735874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -735874.562500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -735874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -735875.312500 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -735875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -735877.312500 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -735877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -735878.500000 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -735878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -735881.375000 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -735881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -735881.750000 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -735881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -735881.875000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -735881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -735881.875000 Penalty: 2804.105957
	Iteration 32F: 3 clusters Score -735881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 3459 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Mstep: Class 74 contains 2127 members 
Entering Unmasked Estep 
Score: -68999640.000000 Penalty: 158513.796875
Splitting cluster 55 changes total score from -69000288.000000 to -68999640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92320.085938 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92320.09 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92519.820312 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92519.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92588.117188 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92588.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92628.765625 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92628.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92652.804688 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92652.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92673.609375 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92673.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92692.218750 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92692.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92702.671875 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92702.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92711.054688 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92711.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92720.148438 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92720.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92728.718750 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92728.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92735.562500 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92735.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92739.398438 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -92739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92739.398438 Penalty: 2142.293945
	Iteration 13F: 3 clusters Score -92739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81109.351562 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81109.35 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81347.296875 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81347.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81418.609375 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81418.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81446.828125 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -81446.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81465.757812 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81465.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81475.835938 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81475.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81486.875000 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81486.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81506.945312 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81506.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81522.671875 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81522.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81565.804688 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81617.265625 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81617.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81653.312500 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81653.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81690.296875 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81690.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81738.906250 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81738.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81769.437500 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81769.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81781.359375 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81781.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -81799.531250 Penalty: 2105.016113
	Iteration 16Q: 3 clusters Score -81799.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -81821.757812 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -81821.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81846.078125 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -81846.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81856.375000 Penalty: 2105.016113
	Iteration 19Q: 3 clusters Score -81856.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81859.929688 Penalty: 2105.016113
	Iteration 20F: 3 clusters Score -81859.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81862.875000 Penalty: 2105.016113
	Iteration 21Q: 3 clusters Score -81862.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81862.875000 Penalty: 2105.016113
	Iteration 22F: 3 clusters Score -81862.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -604692.937500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604692.9 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -605504.875000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605504.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -605653.875000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605653.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -605757.312500 Penalty: 2676.061279
	Iteration 3Q: 3 clusters Score -605757.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -605855.562500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605855.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -605974.687500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605974.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -606110.937500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -606110.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -606269.375000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -606269.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -606445.812500 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -606445.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -606599.500000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606599.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -606724.875000 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606724.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -606840.187500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606840.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -606976.312500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606976.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -607113.437500 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -607113.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -607230.312500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -607230.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -607330.812500 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -607330.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -607412.750000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -607412.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -607457.562500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -607457.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -607476.500000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -607476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -607484.687500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -607484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -607490.750000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -607490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -607495.562500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -607495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -607498.187500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -607498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -607500.125000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -607500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -607500.812500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -607500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -607501.937500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -607501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -607502.687500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -607502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -607503.312500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -607503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -607503.312500 Penalty: 2676.061279
	Iteration 28F: 3 clusters Score -607503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -334382.906250 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334382.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334973.156250 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334973.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -335068.687500 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335068.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -335126.343750 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -335126.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -335183.375000 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335183.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -335253.750000 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335253.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -335352.437500 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335352.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -335421.750000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335421.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -335477.781250 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335477.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -335517.968750 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335534.875000 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335534.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -335547.531250 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335547.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -335564.656250 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335564.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335579.156250 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335579.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -335597.250000 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335597.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -335612.750000 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335612.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -335624.875000 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -335624.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -335638.406250 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -335638.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -335657.781250 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -335657.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335677.375000 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -335677.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335700.562500 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -335700.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -335723.437500 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -335723.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -335751.187500 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -335751.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -335779.656250 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -335779.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -335802.593750 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -335802.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -335828.562500 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -335828.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335854.437500 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -335854.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -335877.812500 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -335877.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -335901.312500 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -335901.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -335923.718750 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -335923.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -335944.375000 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -335944.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -335958.281250 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -335958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -335978.312500 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -335978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -335990.375000 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -335990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -335997.656250 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -335997.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -336007.656250 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -336007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -336014.562500 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -336014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -336022.875000 Penalty: 2547.845947
	Iteration 37Q: 3 clusters Score -336022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336029.812500 Penalty: 2547.845947
	Iteration 38Q: 3 clusters Score -336029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -336033.281250 Penalty: 2547.845947
	Iteration 39Q: 3 clusters Score -336033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336037.125000 Penalty: 2547.845947
	Iteration 40F: 3 clusters Score -336037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -336041.250000 Penalty: 2547.845947
	Iteration 41Q: 3 clusters Score -336041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -336043.312500 Penalty: 2547.845947
	Iteration 42Q: 3 clusters Score -336043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -336043.906250 Penalty: 2547.845947
	Iteration 43Q: 3 clusters Score -336043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -336043.937500 Penalty: 2547.845947
	Iteration 44Q: 3 clusters Score -336043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -336044.906250 Penalty: 2547.845947
	Iteration 45Q: 3 clusters Score -336044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -336045.031250 Penalty: 2547.845947
	Iteration 46Q: 3 clusters Score -336045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -336045.031250 Penalty: 2547.845947
	Iteration 47F: 3 clusters Score -336045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -127323.898438 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -127323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125813.710938 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -125813.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126290.085938 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -126290.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126460.835938 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -126460.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -126575.195312 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -126575.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126705.156250 Penalty: 2284.165527
	Iteration 4F: 3 clusters Score -126705.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126828.539062 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -126828.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126945.367188 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -126945.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126994.617188 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -126994.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127050.023438 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -127050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127080.929688 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -127080.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127105.796875 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -127105.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127120.187500 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -127120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127137.429688 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -127137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -127145.406250 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -127145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127152.406250 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -127152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -127153.796875 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -127153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -127153.796875 Penalty: 2284.165527
	Iteration 16F: 3 clusters Score -127153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46553.769531 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46553.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46742.980469 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46742.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46778.000000 Penalty: 1937.326660
	Iteration 2Q: 3 clusters Score -46778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46807.503906 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46826.390625 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46826.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46849.765625 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46849.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46871.441406 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46871.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46897.046875 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46897.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46915.789062 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46915.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46940.371094 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46940.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46957.960938 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -46957.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46977.058594 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -46977.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46982.816406 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -46982.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46986.132812 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -46986.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46988.667969 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -46988.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46988.667969 Penalty: 1937.326660
	Iteration 15F: 3 clusters Score -46988.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -367566.718750 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -367566.7 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 1434 members 
Entering Unmasked Estep 
Score: -364866.812500 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -364866.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -365549.250000 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -365549.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -365666.906250 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -365666.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -365745.843750 Penalty: 2588.576660
	Iteration 3Q: 3 clusters Score -365745.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -365804.625000 Penalty: 2588.576660
	Iteration 4Q: 3 clusters Score -365804.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -365860.812500 Penalty: 2588.576660
	Iteration 5Q: 3 clusters Score -365860.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -365918.781250 Penalty: 2588.576660
	Iteration 6Q: 3 clusters Score -365918.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -365966.968750 Penalty: 2588.576660
	Iteration 7Q: 3 clusters Score -365967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -366004.250000 Penalty: 2588.576660
	Iteration 8Q: 3 clusters Score -366004.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -366038.062500 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -366038.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366074.312500 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -366074.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -366114.281250 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -366114.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -366157.656250 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -366157.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -366186.250000 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -366186.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -366205.906250 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -366205.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -366228.156250 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -366228.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -366251.250000 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -366251.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -366269.281250 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -366269.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -366282.500000 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -366282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -366290.406250 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -366290.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -366297.312500 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -366297.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -366303.406250 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -366303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -366310.468750 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -366310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -366317.218750 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -366317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -366322.562500 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -366322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -366327.843750 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -366327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -366336.968750 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -366337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -366343.062500 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -366343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -366349.906250 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -366349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -366353.593750 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -366353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -366358.562500 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -366358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -366362.031250 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -366362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -366363.937500 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -366363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -366366.531250 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -366366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -366367.437500 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -366367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -366370.031250 Penalty: 2588.576660
	Iteration 35Q: 3 clusters Score -366370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -366374.937500 Penalty: 2588.576660
	Iteration 36Q: 3 clusters Score -366374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -366379.625000 Penalty: 2588.576660
	Iteration 37Q: 3 clusters Score -366379.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -366385.625000 Penalty: 2588.576660
	Iteration 38Q: 3 clusters Score -366385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -366393.906250 Penalty: 2588.576660
	Iteration 39Q: 3 clusters Score -366393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -366397.906250 Penalty: 2588.576660
	Iteration 40F: 3 clusters Score -366397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -366401.687500 Penalty: 2588.576660
	Iteration 41Q: 3 clusters Score -366401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -366406.718750 Penalty: 2588.576660
	Iteration 42Q: 3 clusters Score -366406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -366409.687500 Penalty: 2588.576660
	Iteration 43Q: 3 clusters Score -366409.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -366414.812500 Penalty: 2588.576660
	Iteration 44Q: 3 clusters Score -366414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -366419.125000 Penalty: 2588.576660
	Iteration 45Q: 3 clusters Score -366419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -366425.750000 Penalty: 2588.576660
	Iteration 46Q: 3 clusters Score -366425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -366432.250000 Penalty: 2588.576660
	Iteration 47Q: 3 clusters Score -366432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -366436.218750 Penalty: 2588.576660
	Iteration 48Q: 3 clusters Score -366436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -366441.531250 Penalty: 2588.576660
	Iteration 49Q: 3 clusters Score -366441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -366446.125000 Penalty: 2588.576660
	Iteration 50Q: 3 clusters Score -366446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -366450.687500 Penalty: 2588.576660
	Iteration 51Q: 3 clusters Score -366450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -366455.562500 Penalty: 2588.576660
	Iteration 52Q: 3 clusters Score -366455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -366462.343750 Penalty: 2588.576660
	Iteration 53Q: 3 clusters Score -366462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -366468.187500 Penalty: 2588.576660
	Iteration 54Q: 3 clusters Score -366468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -366473.187500 Penalty: 2588.576660
	Iteration 55Q: 3 clusters Score -366473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -366479.656250 Penalty: 2588.576660
	Iteration 56Q: 3 clusters Score -366479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -366485.343750 Penalty: 2588.576660
	Iteration 57Q: 3 clusters Score -366485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -366492.187500 Penalty: 2588.576660
	Iteration 58Q: 3 clusters Score -366492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -366497.031250 Penalty: 2588.576660
	Iteration 59Q: 3 clusters Score -366497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -366497.250000 Penalty: 2588.576660
	Iteration 60F: 3 clusters Score -366497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -366498.968750 Penalty: 2588.576660
	Iteration 61Q: 3 clusters Score -366499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -366500.062500 Penalty: 2588.576660
	Iteration 62Q: 3 clusters Score -366500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -366501.656250 Penalty: 2588.576660
	Iteration 63Q: 3 clusters Score -366501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -366502.187500 Penalty: 2588.576660
	Iteration 64Q: 3 clusters Score -366502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -366503.125000 Penalty: 2588.576660
	Iteration 65Q: 3 clusters Score -366503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -366503.218750 Penalty: 2588.576660
	Iteration 66Q: 3 clusters Score -366503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -366503.218750 Penalty: 2588.576660
	Iteration 67F: 3 clusters Score -366503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136946.234375 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136946.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137285.375000 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137285.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137415.187500 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137506.296875 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137506.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -137568.343750 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137568.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137644.484375 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137644.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137754.203125 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137754.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -137847.734375 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137847.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137946.328125 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -137946.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138023.562500 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -138023.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138159.765625 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -138159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138211.968750 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -138212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138245.031250 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -138245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138263.062500 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -138263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138275.046875 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -138275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138281.531250 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -138281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138282.281250 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -138282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138283.546875 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -138283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138286.640625 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -138286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138286.640625 Penalty: 2275.700684
	Iteration 19F: 3 clusters Score -138286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -208264.796875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208264.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -208614.187500 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208614.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208683.562500 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208683.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -208732.984375 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -208733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208774.515625 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -208774.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208805.093750 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -208805.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -208828.765625 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -208828.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208859.734375 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -208859.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208908.406250 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -208908.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208961.531250 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -208961.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209018.781250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209018.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209091.453125 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209091.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -209174.546875 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209174.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -209305.343750 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -209305.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -209391.359375 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -209391.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -209444.781250 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -209444.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209482.500000 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -209482.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -209513.671875 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -209513.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209535.406250 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -209535.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209546.031250 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -209546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209551.734375 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -209551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209556.390625 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -209556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -209558.359375 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -209558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -209561.046875 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -209561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -209565.765625 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -209565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -209566.031250 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -209566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -209566.031250 Penalty: 2400.603027
	Iteration 26F: 3 clusters Score -209566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51079.980469 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51079.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51163.523438 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51163.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51177.132812 Penalty: 1837.058960
	Iteration 2Q: 3 clusters Score -51177.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51181.386719 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51181.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51188.859375 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51188.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51192.562500 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51192.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51192.562500 Penalty: 1837.058960
	Iteration 6F: 3 clusters Score -51192.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 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 144 members 
Entering Unmasked Estep 
Score: -32110.326172 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32110.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32192.142578 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32192.14 nChanged 14
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: -32230.453125 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -32230.45 nChanged 3
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: -32238.525391 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32238.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32238.525391 Penalty: 1812.183472
	Iteration 4F: 3 clusters Score -32238.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -486688.531250 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486688.5 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -487498.343750 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487498.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -487674.125000 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487674.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -487809.281250 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -487809.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -487927.218750 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -487927.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -488016.750000 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -488016.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -488097.500000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -488097.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -488157.968750 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -488204.343750 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488204.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -488252.562500 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488252.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -488284.375000 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488284.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488310.656250 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488310.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -488335.500000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488335.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -488350.218750 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488350.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -488367.812500 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488367.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -488383.312500 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488383.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -488399.625000 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488399.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -488410.531250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488410.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -488420.125000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488420.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -488431.593750 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -488440.718750 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488440.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -488453.781250 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -488470.968750 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -488486.718750 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488486.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -488494.031250 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -488502.218750 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -488508.281250 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -488512.718750 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -488516.875000 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488516.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -488521.625000 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -488521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -488524.562500 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -488524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -488526.531250 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -488526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -488527.625000 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -488527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -488528.406250 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -488528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -488527.750000 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -488527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -488528.593750 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -488528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -488528.593750 Penalty: 2680.686768
	Iteration 36F: 3 clusters Score -488528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 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 141 members 
Entering Unmasked Estep 
Score: -7312.580078 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7312.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7419.038574 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7419.039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7452.177246 Penalty: 1828.976929
	Iteration 2Q: 3 clusters Score -7452.177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7478.250977 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7478.251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7488.751465 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7488.751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7492.765625 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7492.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7495.368164 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7495.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7496.744629 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7496.745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7496.744629 Penalty: 1828.976929
	Iteration 8F: 3 clusters Score -7496.745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Entering Unmasked Estep 
Score: -1620779.500000 Penalty: 1532.524658
	Iteration 0F: 2 clusters Score -1620780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1611988.875000 Penalty: 3065.049316
	Iteration 0F: 3 clusters Score -1611989 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1614957.625000 Penalty: 3065.049316
	Iteration 1F: 3 clusters Score -1614958 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1615359.375000 Penalty: 3065.049316
	Iteration 2F: 3 clusters Score -1615359 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1615729.750000 Penalty: 3065.049316
	Iteration 3F: 3 clusters Score -1615730 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1616145.750000 Penalty: 3065.049316
	Iteration 4F: 3 clusters Score -1616146 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1616555.875000 Penalty: 3065.049316
	Iteration 5F: 3 clusters Score -1616556 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1616995.125000 Penalty: 3065.049316
	Iteration 6F: 3 clusters Score -1616995 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1617469.625000 Penalty: 3065.049316
	Iteration 7F: 3 clusters Score -1617470 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1618023.125000 Penalty: 3065.049316
	Iteration 8F: 3 clusters Score -1618023 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1618534.625000 Penalty: 3065.049316
	Iteration 9F: 3 clusters Score -1618535 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1618876.000000 Penalty: 3065.049316
	Iteration 10Q: 3 clusters Score -1618876 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1619073.875000 Penalty: 3065.049316
	Iteration 11Q: 3 clusters Score -1619074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1619193.750000 Penalty: 3065.049316
	Iteration 12Q: 3 clusters Score -1619194 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1619249.500000 Penalty: 3065.049316
	Iteration 13Q: 3 clusters Score -1619250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1619278.875000 Penalty: 3065.049316
	Iteration 14Q: 3 clusters Score -1619279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1619289.750000 Penalty: 3065.049316
	Iteration 15Q: 3 clusters Score -1619290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1619293.750000 Penalty: 3065.049316
	Iteration 16Q: 3 clusters Score -1619294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1619307.500000 Penalty: 3065.049316
	Iteration 17Q: 3 clusters Score -1619308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1619312.375000 Penalty: 3065.049316
	Iteration 18Q: 3 clusters Score -1619312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1619312.125000 Penalty: 3065.049316
	Iteration 19Q: 3 clusters Score -1619312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1619316.875000 Penalty: 3065.049316
	Iteration 20F: 3 clusters Score -1619317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1619320.125000 Penalty: 3065.049316
	Iteration 21Q: 3 clusters Score -1619320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1619324.000000 Penalty: 3065.049316
	Iteration 22Q: 3 clusters Score -1619324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1619323.625000 Penalty: 3065.049316
	Iteration 23Q: 3 clusters Score -1619324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1619322.250000 Penalty: 3065.049316
	Iteration 24Q: 3 clusters Score -1619322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1619321.875000 Penalty: 3065.049316
	Iteration 25Q: 3 clusters Score -1619322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1619321.750000 Penalty: 3065.049316
	Iteration 26Q: 3 clusters Score -1619322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1619325.875000 Penalty: 3065.049316
	Iteration 27Q: 3 clusters Score -1619326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1619325.250000 Penalty: 3065.049316
	Iteration 28Q: 3 clusters Score -1619325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1619327.000000 Penalty: 3065.049316
	Iteration 29Q: 3 clusters Score -1619327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1619327.375000 Penalty: 3065.049316
	Iteration 30Q: 3 clusters Score -1619327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1619330.125000 Penalty: 3065.049316
	Iteration 31Q: 3 clusters Score -1619330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1619333.375000 Penalty: 3065.049316
	Iteration 32Q: 3 clusters Score -1619333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1619332.250000 Penalty: 3065.049316
	Iteration 33Q: 3 clusters Score -1619332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1619332.250000 Penalty: 3065.049316
	Iteration 34Q: 3 clusters Score -1619332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1619334.375000 Penalty: 3065.049316
	Iteration 35Q: 3 clusters Score -1619334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1619335.500000 Penalty: 3065.049316
	Iteration 36Q: 3 clusters Score -1619336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1619335.500000 Penalty: 3065.049316
	Iteration 37Q: 3 clusters Score -1619336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1619335.750000 Penalty: 3065.049316
	Iteration 38Q: 3 clusters Score -1619336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1619335.750000 Penalty: 3065.049316
	Iteration 39F: 3 clusters Score -1619336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48214.621094 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48214.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48347.953125 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48347.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48416.589844 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48416.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48456.386719 Penalty: 1898.208496
	Iteration 3F: 3 clusters Score -48456.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48478.976562 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48478.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48496.785156 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48496.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48507.878906 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48507.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48528.039062 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48528.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48541.378906 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -48541.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48542.714844 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -48542.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48543.718750 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -48543.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48543.718750 Penalty: 1898.208496
	Iteration 11F: 3 clusters Score -48543.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72569.031250 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72569.03 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72765.921875 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72765.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72832.437500 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72832.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72873.218750 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72873.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72894.820312 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72894.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72904.929688 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72904.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72910.179688 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72910.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72917.484375 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72917.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72918.640625 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72918.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72918.640625 Penalty: 2069.102783
	Iteration 9F: 3 clusters Score -72918.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1225531.125000 Penalty: 1484.485229
	Iteration 0F: 2 clusters Score -1225531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1218853.125000 Penalty: 2968.970459
	Iteration 0F: 3 clusters Score -1218853 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1221246.125000 Penalty: 2968.970459
	Iteration 1F: 3 clusters Score -1221246 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1221713.375000 Penalty: 2968.970459
	Iteration 2F: 3 clusters Score -1221713 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1222225.625000 Penalty: 2968.970459
	Iteration 3F: 3 clusters Score -1222226 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1222792.375000 Penalty: 2968.970459
	Iteration 4F: 3 clusters Score -1222792 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1223438.375000 Penalty: 2968.970459
	Iteration 5F: 3 clusters Score -1223438 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1224097.250000 Penalty: 2968.970459
	Iteration 6F: 3 clusters Score -1224097 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1224687.875000 Penalty: 2968.970459
	Iteration 7F: 3 clusters Score -1224688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1225066.625000 Penalty: 2968.970459
	Iteration 8Q: 3 clusters Score -1225067 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1225234.750000 Penalty: 2968.970459
	Iteration 9Q: 3 clusters Score -1225235 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1225289.125000 Penalty: 2968.970459
	Iteration 10Q: 3 clusters Score -1225289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1225305.500000 Penalty: 2968.970459
	Iteration 11Q: 3 clusters Score -1225306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1225315.125000 Penalty: 2968.970459
	Iteration 12Q: 3 clusters Score -1225315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1225317.500000 Penalty: 2968.970459
	Iteration 13Q: 3 clusters Score -1225318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1225319.750000 Penalty: 2968.970459
	Iteration 14Q: 3 clusters Score -1225320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1225318.375000 Penalty: 2968.970459
	Iteration 15Q: 3 clusters Score -1225318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1225322.750000 Penalty: 2968.970459
	Iteration 16Q: 3 clusters Score -1225323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1225321.875000 Penalty: 2968.970459
	Iteration 17Q: 3 clusters Score -1225322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1225321.750000 Penalty: 2968.970459
	Iteration 18Q: 3 clusters Score -1225322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1225324.250000 Penalty: 2968.970459
	Iteration 19Q: 3 clusters Score -1225324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1225323.000000 Penalty: 2968.970459
	Iteration 20F: 3 clusters Score -1225323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1225323.125000 Penalty: 2968.970459
	Iteration 21Q: 3 clusters Score -1225323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1225323.000000 Penalty: 2968.970459
	Iteration 22Q: 3 clusters Score -1225323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1225323.375000 Penalty: 2968.970459
	Iteration 23Q: 3 clusters Score -1225323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1225323.375000 Penalty: 2968.970459
	Iteration 24F: 3 clusters Score -1225323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (71444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Entering Unmasked Estep 
Score: -9763808.000000 Penalty: 1816.208740
	Iteration 0F: 2 clusters Score -9763808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9719200.000000 Penalty: 3632.417480
	Iteration 0F: 3 clusters Score -9719200 nChanged 33855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9738250.000000 Penalty: 3632.417480
	Iteration 1F: 3 clusters Score -9738250 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -9738803.000000 Penalty: 3632.417480
	Iteration 2Q: 3 clusters Score -9738803 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -9739374.000000 Penalty: 3632.417480
	Iteration 3Q: 3 clusters Score -9739374 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -9740353.000000 Penalty: 3632.417480
	Iteration 4Q: 3 clusters Score -9740353 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -9741695.000000 Penalty: 3632.417480
	Iteration 5Q: 3 clusters Score -9741695 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -9743947.000000 Penalty: 3632.417480
	Iteration 6F: 3 clusters Score -9743947 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -9747547.000000 Penalty: 3632.417480
	Iteration 7F: 3 clusters Score -9747547 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -9752252.000000 Penalty: 3632.417480
	Iteration 8F: 3 clusters Score -9752252 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -9756489.000000 Penalty: 3632.417480
	Iteration 9F: 3 clusters Score -9756489 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -9759328.000000 Penalty: 3632.417480
	Iteration 10Q: 3 clusters Score -9759328 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9760807.000000 Penalty: 3632.417480
	Iteration 11Q: 3 clusters Score -9760807 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9761551.000000 Penalty: 3632.417480
	Iteration 12Q: 3 clusters Score -9761551 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9761865.000000 Penalty: 3632.417480
	Iteration 13Q: 3 clusters Score -9761865 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9762052.000000 Penalty: 3632.417480
	Iteration 14Q: 3 clusters Score -9762052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9762134.000000 Penalty: 3632.417480
	Iteration 15Q: 3 clusters Score -9762134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9762177.000000 Penalty: 3632.417480
	Iteration 16Q: 3 clusters Score -9762177 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9762216.000000 Penalty: 3632.417480
	Iteration 17Q: 3 clusters Score -9762216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9762247.000000 Penalty: 3632.417480
	Iteration 18Q: 3 clusters Score -9762247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9762257.000000 Penalty: 3632.417480
	Iteration 19Q: 3 clusters Score -9762257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9762277.000000 Penalty: 3632.417480
	Iteration 20F: 3 clusters Score -9762277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9762298.000000 Penalty: 3632.417480
	Iteration 21Q: 3 clusters Score -9762298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9762304.000000 Penalty: 3632.417480
	Iteration 22Q: 3 clusters Score -9762304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9762302.000000 Penalty: 3632.417480
	Iteration 23Q: 3 clusters Score -9762302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9762307.000000 Penalty: 3632.417480
	Iteration 24Q: 3 clusters Score -9762307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9762314.000000 Penalty: 3632.417480
	Iteration 25Q: 3 clusters Score -9762314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9762312.000000 Penalty: 3632.417480
	Iteration 26Q: 3 clusters Score -9762312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9762320.000000 Penalty: 3632.417480
	Iteration 27Q: 3 clusters Score -9762320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9762322.000000 Penalty: 3632.417480
	Iteration 28Q: 3 clusters Score -9762322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9762331.000000 Penalty: 3632.417480
	Iteration 29Q: 3 clusters Score -9762331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9762336.000000 Penalty: 3632.417480
	Iteration 30Q: 3 clusters Score -9762336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9762344.000000 Penalty: 3632.417480
	Iteration 31Q: 3 clusters Score -9762344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9762343.000000 Penalty: 3632.417480
	Iteration 32Q: 3 clusters Score -9762343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9762337.000000 Penalty: 3632.417480
	Iteration 33Q: 3 clusters Score -9762337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9762337.000000 Penalty: 3632.417480
	Iteration 34F: 3 clusters Score -9762337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13326 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12468 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9277 members 
Mstep: Class 73 contains 71444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000232.000000 Penalty: 156371.718750
Iteration 399Q: 74 clusters Score -6.900023e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69236 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
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Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 7008 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13323 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12474 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9275 members 
Mstep: Class 73 contains 71465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000208.000000 Penalty: 156371.718750
Iteration 400F: 74 clusters Score -6.900021e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69308 members 
Mstep: Class 8 contains 1528 members 
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Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
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Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
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Mstep: Class 22 contains 399 members 
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Mstep: Class 24 contains 1014 members 
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Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6918 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13324 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12477 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 71476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000240.000000 Penalty: 156371.718750
Iteration 401Q: 74 clusters Score -6.900024e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69361 members 
Mstep: Class 8 contains 1528 members 
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Mstep: Class 10 contains 352 members 
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Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
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Mstep: Class 15 contains 4585 members 
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Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6837 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13314 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12483 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9278 members 
Mstep: Class 73 contains 71508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000256.000000 Penalty: 156371.718750
Iteration 402Q: 74 clusters Score -6.900026e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
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Mstep: Class 8 contains 1528 members 
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Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
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Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6748 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13319 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12486 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9281 members 
Mstep: Class 73 contains 71538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000168.000000 Penalty: 156371.718750
Iteration 403Q: 74 clusters Score -6.900017e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69445 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6649 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13322 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12491 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9282 members 
Mstep: Class 73 contains 71594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000096.000000 Penalty: 156371.718750
Iteration 404Q: 74 clusters Score -6.90001e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69497 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6574 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13321 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12495 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9284 members 
Mstep: Class 73 contains 71614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000056.000000 Penalty: 156371.718750
Iteration 405Q: 74 clusters Score -6.900006e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69549 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6499 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13330 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12494 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9285 members 
Mstep: Class 73 contains 71627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 406Q: 74 clusters Score -6.9e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69591 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6428 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13339 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12499 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9287 members 
Mstep: Class 73 contains 71640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000064.000000 Penalty: 156371.718750
Iteration 407Q: 74 clusters Score -6.900006e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69615 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6370 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13342 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12502 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9285 members 
Mstep: Class 73 contains 71671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 408Q: 74 clusters Score -6.900001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69642 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6318 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13342 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12502 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 71692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000032.000000 Penalty: 156371.718750
Iteration 409Q: 74 clusters Score -6.900003e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69659 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6290 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13347 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12502 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9289 members 
Mstep: Class 73 contains 71698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000040.000000 Penalty: 156371.718750
Iteration 410Q: 74 clusters Score -6.900004e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69664 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6256 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13350 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12504 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 71718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 411Q: 74 clusters Score -6.899998e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69680 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6225 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13355 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12501 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 71729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999960.000000 Penalty: 156371.718750
Iteration 412Q: 74 clusters Score -6.899996e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69693 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6185 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13356 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12502 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 71755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999960.000000 Penalty: 156371.718750
Iteration 413Q: 74 clusters Score -6.899996e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69685 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13358 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12506 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 71782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 414Q: 74 clusters Score -6.9e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69684 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6128 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13363 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12507 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 71809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 415Q: 74 clusters Score -6.9e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69672 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6094 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13364 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12514 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 71847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 416Q: 74 clusters Score -6.900001e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69664 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6055 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13363 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12511 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 71898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 417Q: 74 clusters Score -6.9e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69672 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 6009 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13368 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12512 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 71932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 418Q: 74 clusters Score -6.900002e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69678 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4132 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5965 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13368 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12517 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 71966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000048.000000 Penalty: 156371.718750
Iteration 419Q: 74 clusters Score -6.900005e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69683 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4132 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5920 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13375 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12522 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 71996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999984.000000 Penalty: 156371.718750
Iteration 420F: 74 clusters Score -6.899998e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69672 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4888 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5880 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13381 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12525 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000040.000000 Penalty: 156371.718750
Iteration 421Q: 74 clusters Score -6.900004e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69671 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63697 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4887 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5849 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13382 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12523 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 72067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999992.000000 Penalty: 156371.718750
Iteration 422Q: 74 clusters Score -6.899999e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69672 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5813 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13379 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12526 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9294 members 
Mstep: Class 73 contains 72100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 423Q: 74 clusters Score -6.899998e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69673 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5777 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13377 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12530 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 424Q: 74 clusters Score -6.900001e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69681 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5741 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13379 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12533 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 425Q: 74 clusters Score -6.900001e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69689 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34213 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5707 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13375 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12535 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000040.000000 Penalty: 156371.718750
Iteration 426Q: 74 clusters Score -6.900004e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69687 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5676 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13378 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12536 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999992.000000 Penalty: 156371.718750
Iteration 427Q: 74 clusters Score -6.899999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69696 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13382 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12541 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9296 members 
Mstep: Class 73 contains 72218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 428Q: 74 clusters Score -6.899998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69706 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5622 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13385 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12544 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9295 members 
Mstep: Class 73 contains 72227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999992.000000 Penalty: 156371.718750
Iteration 429Q: 74 clusters Score -6.899999e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69717 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5599 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13389 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12547 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9294 members 
Mstep: Class 73 contains 72233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999984.000000 Penalty: 156371.718750
Iteration 430Q: 74 clusters Score -6.899998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69734 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5573 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13393 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12543 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9294 members 
Mstep: Class 73 contains 72242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999992.000000 Penalty: 156371.718750
Iteration 431Q: 74 clusters Score -6.899999e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69752 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5554 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13397 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12546 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9295 members 
Mstep: Class 73 contains 72235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 432Q: 74 clusters Score -6.900001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69767 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5526 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13408 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12547 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9296 members 
Mstep: Class 73 contains 72235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 433Q: 74 clusters Score -6.900002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69789 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5501 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13414 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12546 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 434Q: 74 clusters Score -6.900001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69816 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5476 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13423 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12548 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 435Q: 74 clusters Score -6.900002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69830 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5446 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13428 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12550 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 436Q: 74 clusters Score -6.9e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69840 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5415 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13432 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12549 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 437Q: 74 clusters Score -6.899998e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69861 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5383 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13435 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12550 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 438Q: 74 clusters Score -6.900002e+07 nChanged 97
Entering ConstructFrom: 
Score: -69000024.000000 Penalty: 156371.718750
Entering ConstructFrom: 
Trying to split cluster 1 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -275465.968750 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -275466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -273287.468750 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -273287.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -273890.531250 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -273890.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274016.531250 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -274016.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -274095.250000 Penalty: 2499.936768
	Iteration 3Q: 3 clusters Score -274095.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -274172.968750 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -274173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274222.531250 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -274222.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274272.625000 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -274272.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -274311.531250 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -274311.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274339.562500 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -274339.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -274360.312500 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -274360.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -274370.031250 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -274370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -274379.375000 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -274379.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -274386.093750 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -274386.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -274394.093750 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -274394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -274403.343750 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -274403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274414.593750 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -274414.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274428.125000 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -274428.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -274445.156250 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -274445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -274459.343750 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -274459.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274476.000000 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -274476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -274491.875000 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -274491.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -274509.312500 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -274509.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -274532.875000 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -274532.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -274555.625000 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -274555.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -274570.937500 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -274570.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -274580.937500 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -274580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -274586.937500 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -274586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -274592.218750 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -274592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -274599.656250 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -274599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -274605.281250 Penalty: 2499.936768
	Iteration 29Q: 3 clusters Score -274605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -274609.937500 Penalty: 2499.936768
	Iteration 30Q: 3 clusters Score -274609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -274618.781250 Penalty: 2499.936768
	Iteration 31Q: 3 clusters Score -274618.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -274638.687500 Penalty: 2499.936768
	Iteration 32Q: 3 clusters Score -274638.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274659.687500 Penalty: 2499.936768
	Iteration 33Q: 3 clusters Score -274659.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -274678.437500 Penalty: 2499.936768
	Iteration 34Q: 3 clusters Score -274678.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274708.312500 Penalty: 2499.936768
	Iteration 35Q: 3 clusters Score -274708.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -274731.750000 Penalty: 2499.936768
	Iteration 36Q: 3 clusters Score -274731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -274745.937500 Penalty: 2499.936768
	Iteration 37Q: 3 clusters Score -274745.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274760.937500 Penalty: 2499.936768
	Iteration 38Q: 3 clusters Score -274760.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -274770.562500 Penalty: 2499.936768
	Iteration 39Q: 3 clusters Score -274770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -274775.906250 Penalty: 2499.936768
	Iteration 40F: 3 clusters Score -274775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -274779.625000 Penalty: 2499.936768
	Iteration 41Q: 3 clusters Score -274779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -274782.125000 Penalty: 2499.936768
	Iteration 42Q: 3 clusters Score -274782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274785.000000 Penalty: 2499.936768
	Iteration 43Q: 3 clusters Score -274785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -274787.375000 Penalty: 2499.936768
	Iteration 44Q: 3 clusters Score -274787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -274788.125000 Penalty: 2499.936768
	Iteration 45Q: 3 clusters Score -274788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -274789.250000 Penalty: 2499.936768
	Iteration 46Q: 3 clusters Score -274789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -274790.125000 Penalty: 2499.936768
	Iteration 47Q: 3 clusters Score -274790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274790.406250 Penalty: 2499.936768
	Iteration 48Q: 3 clusters Score -274790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274790.406250 Penalty: 2499.936768
	Iteration 49F: 3 clusters Score -274790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 175 members 
Entering Unmasked Estep 
Score: -15814.028320 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15814.03 nChanged 76
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: -16069.917969 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16069.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16273.750977 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16273.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16417.607422 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -16417.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16474.658203 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16474.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16522.187500 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16522.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16555.642578 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16555.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16662.806641 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16662.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16710.992188 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -16710.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16731.968750 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16731.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16738.353516 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16738.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16738.353516 Penalty: 1885.688477
	Iteration 11F: 3 clusters Score -16738.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 166 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Mstep: Class 74 contains 165 members 
Entering Unmasked Estep 
Score: -68999056.000000 Penalty: 158513.796875
Splitting cluster 2 changes total score from -69000024.000000 to -68999056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133757.515625 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133757.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134056.453125 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134056.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134156.609375 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134156.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134216.453125 Penalty: 2260.257568
	Iteration 3F: 3 clusters Score -134216.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134277.484375 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134277.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134308.156250 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134308.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134332.281250 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134332.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134356.796875 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -134383.843750 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134383.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134418.281250 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134418.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134443.859375 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134458.625000 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -134474.015625 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134486.109375 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134496.703125 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134506.984375 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -134507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134516.875000 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -134516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134518.906250 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -134518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134520.328125 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -134520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134522.578125 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -134522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134522.578125 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -134522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2822057.250000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -2822057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2807793.750000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -2807794 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2813067.250000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -2813067 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2813414.000000 Penalty: 3237.064453
	Iteration 2Q: 3 clusters Score -2813414 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2813771.500000 Penalty: 3237.064453
	Iteration 3Q: 3 clusters Score -2813772 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2814213.000000 Penalty: 3237.064453
	Iteration 4Q: 3 clusters Score -2814213 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2814755.750000 Penalty: 3237.064453
	Iteration 5Q: 3 clusters Score -2814756 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2815594.500000 Penalty: 3237.064453
	Iteration 6F: 3 clusters Score -2815594 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2816644.500000 Penalty: 3237.064453
	Iteration 7F: 3 clusters Score -2816644 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2817801.750000 Penalty: 3237.064453
	Iteration 8F: 3 clusters Score -2817802 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2818835.750000 Penalty: 3237.064453
	Iteration 9F: 3 clusters Score -2818836 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2819568.750000 Penalty: 3237.064453
	Iteration 10Q: 3 clusters Score -2819569 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2820055.250000 Penalty: 3237.064453
	Iteration 11Q: 3 clusters Score -2820055 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2820303.750000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -2820304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2820450.000000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -2820450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2820524.750000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -2820525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2820564.250000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -2820564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2820594.750000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -2820595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2820622.750000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -2820623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2820636.500000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -2820636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2820649.000000 Penalty: 3237.064453
	Iteration 19Q: 3 clusters Score -2820649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2820660.750000 Penalty: 3237.064453
	Iteration 20F: 3 clusters Score -2820661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2820669.500000 Penalty: 3237.064453
	Iteration 21Q: 3 clusters Score -2820670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2820671.500000 Penalty: 3237.064453
	Iteration 22Q: 3 clusters Score -2820672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2820677.250000 Penalty: 3237.064453
	Iteration 23Q: 3 clusters Score -2820677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2820683.750000 Penalty: 3237.064453
	Iteration 24Q: 3 clusters Score -2820684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2820685.250000 Penalty: 3237.064453
	Iteration 25Q: 3 clusters Score -2820685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2820688.500000 Penalty: 3237.064453
	Iteration 26Q: 3 clusters Score -2820688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2820689.250000 Penalty: 3237.064453
	Iteration 27Q: 3 clusters Score -2820689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2820692.000000 Penalty: 3237.064453
	Iteration 28Q: 3 clusters Score -2820692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2820692.750000 Penalty: 3237.064453
	Iteration 29Q: 3 clusters Score -2820693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2820692.750000 Penalty: 3237.064453
	Iteration 30F: 3 clusters Score -2820693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -187472.468750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -187472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -185688.343750 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -185688.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -185981.921875 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -185981.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -186072.265625 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -186072.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -186142.031250 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -186142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -186195.781250 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -186195.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -186237.703125 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -186237.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186264.187500 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -186264.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -186286.437500 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -186286.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -186310.250000 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -186310.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -186333.921875 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -186333.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -186354.171875 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -186354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -186368.078125 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -186368.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -186381.750000 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -186381.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -186399.250000 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -186399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -186416.171875 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -186416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -186439.281250 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -186439.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -186471.265625 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -186471.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -186512.484375 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -186512.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186555.250000 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -186555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186592.937500 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -186592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186605.718750 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -186605.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -186622.078125 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -186622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186631.500000 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -186631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186636.640625 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -186636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186643.562500 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -186643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186648.453125 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -186648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186651.390625 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -186651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -186653.375000 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -186653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186653.578125 Penalty: 2378.093994
	Iteration 28Q: 3 clusters Score -186653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186653.578125 Penalty: 2378.093994
	Iteration 29F: 3 clusters Score -186653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -265917.281250 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265917.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -266400.468750 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266400.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -266497.312500 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266497.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -266547.406250 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -266547.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -266576.593750 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266576.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -266593.812500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266593.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266606.531250 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266606.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -266620.468750 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266620.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -266629.625000 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266632.468750 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -266632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -266635.968750 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -266636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -266639.343750 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -266639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266642.968750 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -266643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -266644.531250 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -266644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -266645.125000 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -266645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -266645.468750 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -266645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -266645.468750 Penalty: 2478.001221
	Iteration 16F: 3 clusters Score -266645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Entering Unmasked Estep 
Score: -9511049.000000 Penalty: 1812.635132
	Iteration 0F: 2 clusters Score -9511049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -9465804.000000 Penalty: 3625.270264
	Iteration 0F: 3 clusters Score -9465804 nChanged 33261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -9485314.000000 Penalty: 3625.270264
	Iteration 1F: 3 clusters Score -9485314 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -9486685.000000 Penalty: 3625.270264
	Iteration 2Q: 3 clusters Score -9486685 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -9489059.000000 Penalty: 3625.270264
	Iteration 3F: 3 clusters Score -9489059 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -9492434.000000 Penalty: 3625.270264
	Iteration 4F: 3 clusters Score -9492434 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -9496895.000000 Penalty: 3625.270264
	Iteration 5F: 3 clusters Score -9496895 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -9501530.000000 Penalty: 3625.270264
	Iteration 6F: 3 clusters Score -9501530 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9504401.000000 Penalty: 3625.270264
	Iteration 7F: 3 clusters Score -9504401 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -9505698.000000 Penalty: 3625.270264
	Iteration 8Q: 3 clusters Score -9505698 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -9506601.000000 Penalty: 3625.270264
	Iteration 9Q: 3 clusters Score -9506601 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9507431.000000 Penalty: 3625.270264
	Iteration 10Q: 3 clusters Score -9507431 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -9508136.000000 Penalty: 3625.270264
	Iteration 11Q: 3 clusters Score -9508136 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -9508583.000000 Penalty: 3625.270264
	Iteration 12Q: 3 clusters Score -9508583 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -9508857.000000 Penalty: 3625.270264
	Iteration 13Q: 3 clusters Score -9508857 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -9508996.000000 Penalty: 3625.270264
	Iteration 14Q: 3 clusters Score -9508996 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -9509147.000000 Penalty: 3625.270264
	Iteration 15Q: 3 clusters Score -9509147 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -9509265.000000 Penalty: 3625.270264
	Iteration 16Q: 3 clusters Score -9509265 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9509332.000000 Penalty: 3625.270264
	Iteration 17Q: 3 clusters Score -9509332 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -9509380.000000 Penalty: 3625.270264
	Iteration 18Q: 3 clusters Score -9509380 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9509427.000000 Penalty: 3625.270264
	Iteration 19Q: 3 clusters Score -9509427 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -9509449.000000 Penalty: 3625.270264
	Iteration 20F: 3 clusters Score -9509449 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9509493.000000 Penalty: 3625.270264
	Iteration 21Q: 3 clusters Score -9509493 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9509552.000000 Penalty: 3625.270264
	Iteration 22Q: 3 clusters Score -9509552 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -9509586.000000 Penalty: 3625.270264
	Iteration 23Q: 3 clusters Score -9509586 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -9509650.000000 Penalty: 3625.270264
	Iteration 24Q: 3 clusters Score -9509650 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -9509700.000000 Penalty: 3625.270264
	Iteration 25Q: 3 clusters Score -9509700 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -9509727.000000 Penalty: 3625.270264
	Iteration 26Q: 3 clusters Score -9509727 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -9509738.000000 Penalty: 3625.270264
	Iteration 27Q: 3 clusters Score -9509738 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -9509775.000000 Penalty: 3625.270264
	Iteration 28Q: 3 clusters Score -9509775 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -9509805.000000 Penalty: 3625.270264
	Iteration 29Q: 3 clusters Score -9509805 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -9509804.000000 Penalty: 3625.270264
	Iteration 30Q: 3 clusters Score -9509804 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9509887.000000 Penalty: 3625.270264
	Iteration 31Q: 3 clusters Score -9509887 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -9509943.000000 Penalty: 3625.270264
	Iteration 32Q: 3 clusters Score -9509943 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -9510049.000000 Penalty: 3625.270264
	Iteration 33Q: 3 clusters Score -9510049 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -9510079.000000 Penalty: 3625.270264
	Iteration 34Q: 3 clusters Score -9510079 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -9510133.000000 Penalty: 3625.270264
	Iteration 35Q: 3 clusters Score -9510133 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -9510194.000000 Penalty: 3625.270264
	Iteration 36Q: 3 clusters Score -9510194 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -9510240.000000 Penalty: 3625.270264
	Iteration 37Q: 3 clusters Score -9510240 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -9510320.000000 Penalty: 3625.270264
	Iteration 38Q: 3 clusters Score -9510320 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -9510367.000000 Penalty: 3625.270264
	Iteration 39Q: 3 clusters Score -9510367 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -9510411.000000 Penalty: 3625.270264
	Iteration 40F: 3 clusters Score -9510411 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -9510495.000000 Penalty: 3625.270264
	Iteration 41Q: 3 clusters Score -9510495 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -9510519.000000 Penalty: 3625.270264
	Iteration 42Q: 3 clusters Score -9510519 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9510549 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9510570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9510575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9510608 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9510612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9510665 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9510660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9510681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9510668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -9510671.000000 Penalty: 3625.270264
	Iteration 52Q: 3 clusters Score -9510671 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -9510639.000000 Penalty: 3625.270264
	Iteration 53Q: 3 clusters Score -9510639 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -9510705.000000 Penalty: 3625.270264
	Iteration 54Q: 3 clusters Score -9510705 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -9510698.000000 Penalty: 3625.270264
	Iteration 55Q: 3 clusters Score -9510698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -9510706.000000 Penalty: 3625.270264
	Iteration 56Q: 3 clusters Score -9510706 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -9510696.000000 Penalty: 3625.270264
	Iteration 57Q: 3 clusters Score -9510696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -9510706.000000 Penalty: 3625.270264
	Iteration 58Q: 3 clusters Score -9510706 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -9510721.000000 Penalty: 3625.270264
	Iteration 59Q: 3 clusters Score -9510721 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -9510731.000000 Penalty: 3625.270264
	Iteration 60F: 3 clusters Score -9510731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -9510724.000000 Penalty: 3625.270264
	Iteration 61Q: 3 clusters Score -9510724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -9510725.000000 Penalty: 3625.270264
	Iteration 62Q: 3 clusters Score -9510725 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -9510724.000000 Penalty: 3625.270264
	Iteration 63Q: 3 clusters Score -9510724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -9510759.000000 Penalty: 3625.270264
	Iteration 64Q: 3 clusters Score -9510759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -9510769.000000 Penalty: 3625.270264
	Iteration 65Q: 3 clusters Score -9510769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -9510768.000000 Penalty: 3625.270264
	Iteration 66Q: 3 clusters Score -9510768 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -9510779.000000 Penalty: 3625.270264
	Iteration 67Q: 3 clusters Score -9510779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9510739.000000 Penalty: 3625.270264
	Iteration 68Q: 3 clusters Score -9510739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -9510713.000000 Penalty: 3625.270264
	Iteration 69Q: 3 clusters Score -9510713 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -9510738.000000 Penalty: 3625.270264
	Iteration 70Q: 3 clusters Score -9510738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -9510711.000000 Penalty: 3625.270264
	Iteration 71Q: 3 clusters Score -9510711 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -9510703.000000 Penalty: 3625.270264
	Iteration 72Q: 3 clusters Score -9510703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -9510694.000000 Penalty: 3625.270264
	Iteration 73Q: 3 clusters Score -9510694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -9510664.000000 Penalty: 3625.270264
	Iteration 74Q: 3 clusters Score -9510664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9510670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -9510659.000000 Penalty: 3625.270264
	Iteration 76Q: 3 clusters Score -9510659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -9510645.000000 Penalty: 3625.270264
	Iteration 77Q: 3 clusters Score -9510645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -9510666.000000 Penalty: 3625.270264
	Iteration 78Q: 3 clusters Score -9510666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -9510661.000000 Penalty: 3625.270264
	Iteration 79Q: 3 clusters Score -9510661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -9510643.000000 Penalty: 3625.270264
	Iteration 80F: 3 clusters Score -9510643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -9510640.000000 Penalty: 3625.270264
	Iteration 81Q: 3 clusters Score -9510640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -9510648.000000 Penalty: 3625.270264
	Iteration 82Q: 3 clusters Score -9510648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -9510639.000000 Penalty: 3625.270264
	Iteration 83Q: 3 clusters Score -9510639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -9510628.000000 Penalty: 3625.270264
	Iteration 84Q: 3 clusters Score -9510628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -9510615.000000 Penalty: 3625.270264
	Iteration 85Q: 3 clusters Score -9510615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -9510607.000000 Penalty: 3625.270264
	Iteration 86Q: 3 clusters Score -9510607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -9510610.000000 Penalty: 3625.270264
	Iteration 87Q: 3 clusters Score -9510610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -9510593.000000 Penalty: 3625.270264
	Iteration 88Q: 3 clusters Score -9510593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -9510580.000000 Penalty: 3625.270264
	Iteration 89Q: 3 clusters Score -9510580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -9510580.000000 Penalty: 3625.270264
	Iteration 90Q: 3 clusters Score -9510580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -9510572.000000 Penalty: 3625.270264
	Iteration 91Q: 3 clusters Score -9510572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -9510568.000000 Penalty: 3625.270264
	Iteration 92Q: 3 clusters Score -9510568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -9510557.000000 Penalty: 3625.270264
	Iteration 93Q: 3 clusters Score -9510557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -9510546.000000 Penalty: 3625.270264
	Iteration 94Q: 3 clusters Score -9510546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -9510541.000000 Penalty: 3625.270264
	Iteration 95Q: 3 clusters Score -9510541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -9510541.000000 Penalty: 3625.270264
	Iteration 96Q: 3 clusters Score -9510541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -9510554.000000 Penalty: 3625.270264
	Iteration 97Q: 3 clusters Score -9510554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -9510542.000000 Penalty: 3625.270264
	Iteration 98Q: 3 clusters Score -9510542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -9510544.000000 Penalty: 3625.270264
	Iteration 99Q: 3 clusters Score -9510544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -9510553.000000 Penalty: 3625.270264
	Iteration 100F: 3 clusters Score -9510553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -9510542.000000 Penalty: 3625.270264
	Iteration 101Q: 3 clusters Score -9510542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -9510526.000000 Penalty: 3625.270264
	Iteration 102Q: 3 clusters Score -9510526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -9510514.000000 Penalty: 3625.270264
	Iteration 103Q: 3 clusters Score -9510514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -9510529.000000 Penalty: 3625.270264
	Iteration 104Q: 3 clusters Score -9510529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9510525.000000 Penalty: 3625.270264
	Iteration 105Q: 3 clusters Score -9510525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -9510523.000000 Penalty: 3625.270264
	Iteration 106Q: 3 clusters Score -9510523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -9510532.000000 Penalty: 3625.270264
	Iteration 107Q: 3 clusters Score -9510532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -9510535.000000 Penalty: 3625.270264
	Iteration 108Q: 3 clusters Score -9510535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9510534.000000 Penalty: 3625.270264
	Iteration 109Q: 3 clusters Score -9510534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -9510535.000000 Penalty: 3625.270264
	Iteration 110Q: 3 clusters Score -9510535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -9510532.000000 Penalty: 3625.270264
	Iteration 111Q: 3 clusters Score -9510532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9510529.000000 Penalty: 3625.270264
	Iteration 112Q: 3 clusters Score -9510529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -9510527.000000 Penalty: 3625.270264
	Iteration 113Q: 3 clusters Score -9510527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -9510524.000000 Penalty: 3625.270264
	Iteration 114Q: 3 clusters Score -9510524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -9510529.000000 Penalty: 3625.270264
	Iteration 115Q: 3 clusters Score -9510529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -9510527.000000 Penalty: 3625.270264
	Iteration 116Q: 3 clusters Score -9510527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -9510527.000000 Penalty: 3625.270264
	Iteration 117Q: 3 clusters Score -9510527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -9510531.000000 Penalty: 3625.270264
	Iteration 118Q: 3 clusters Score -9510531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -9510527.000000 Penalty: 3625.270264
	Iteration 119Q: 3 clusters Score -9510527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -9510532.000000 Penalty: 3625.270264
	Iteration 120F: 3 clusters Score -9510532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -9510535.000000 Penalty: 3625.270264
	Iteration 121Q: 3 clusters Score -9510535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -9510536.000000 Penalty: 3625.270264
	Iteration 122Q: 3 clusters Score -9510536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -9510532.000000 Penalty: 3625.270264
	Iteration 123Q: 3 clusters Score -9510532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -9510529.000000 Penalty: 3625.270264
	Iteration 124Q: 3 clusters Score -9510529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -9510528.000000 Penalty: 3625.270264
	Iteration 125Q: 3 clusters Score -9510528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9510535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -9510535.000000 Penalty: 3625.270264
	Iteration 127F: 3 clusters Score -9510535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 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 781 members 
Entering Unmasked Estep 
Score: -195429.687500 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195429.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -195782.718750 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195782.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195882.859375 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195882.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195937.781250 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -195937.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195975.281250 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -195975.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -196007.312500 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196007.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -196028.640625 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -196034.593750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -196036.453125 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196040.750000 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -196046.578125 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196046.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196055.312500 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -196065.218750 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196065.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196075.500000 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196089.171875 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196089.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196108.875000 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196108.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -196121.687500 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196121.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196135.125000 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196135.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -196157.343750 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196157.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -196176.625000 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -196197.890625 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196197.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -196214.578125 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196214.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -196234.750000 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -196234.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196257.859375 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -196257.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -196276.890625 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -196276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -196290.625000 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -196290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196311.437500 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -196311.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196338.890625 Penalty: 2382.807373
	Iteration 27Q: 3 clusters Score -196338.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -196363.656250 Penalty: 2382.807373
	Iteration 28Q: 3 clusters Score -196363.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -196387.437500 Penalty: 2382.807373
	Iteration 29Q: 3 clusters Score -196387.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -196407.218750 Penalty: 2382.807373
	Iteration 30Q: 3 clusters Score -196407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -196423.843750 Penalty: 2382.807373
	Iteration 31Q: 3 clusters Score -196423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -196431.171875 Penalty: 2382.807373
	Iteration 32Q: 3 clusters Score -196431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -196437.343750 Penalty: 2382.807373
	Iteration 33Q: 3 clusters Score -196437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196442.406250 Penalty: 2382.807373
	Iteration 34Q: 3 clusters Score -196442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -196448.406250 Penalty: 2382.807373
	Iteration 35Q: 3 clusters Score -196448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -196453.203125 Penalty: 2382.807373
	Iteration 36Q: 3 clusters Score -196453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -196453.468750 Penalty: 2382.807373
	Iteration 37Q: 3 clusters Score -196453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -196454.000000 Penalty: 2382.807373
	Iteration 38Q: 3 clusters Score -196454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -196454.000000 Penalty: 2382.807373
	Iteration 39F: 3 clusters Score -196454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1966590.625000 Penalty: 1558.798218
	Iteration 0F: 2 clusters Score -1966591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1956539.875000 Penalty: 3117.596436
	Iteration 0F: 3 clusters Score -1956540 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1960259.500000 Penalty: 3117.596436
	Iteration 1F: 3 clusters Score -1960260 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1960607.000000 Penalty: 3117.596436
	Iteration 2F: 3 clusters Score -1960607 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1960862.875000 Penalty: 3117.596436
	Iteration 3Q: 3 clusters Score -1960863 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1961057.250000 Penalty: 3117.596436
	Iteration 4Q: 3 clusters Score -1961057 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1961231.750000 Penalty: 3117.596436
	Iteration 5Q: 3 clusters Score -1961232 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1961376.875000 Penalty: 3117.596436
	Iteration 6Q: 3 clusters Score -1961377 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1961494.500000 Penalty: 3117.596436
	Iteration 7Q: 3 clusters Score -1961494 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1961628.875000 Penalty: 3117.596436
	Iteration 8Q: 3 clusters Score -1961629 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1961767.125000 Penalty: 3117.596436
	Iteration 9Q: 3 clusters Score -1961767 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1961918.375000 Penalty: 3117.596436
	Iteration 10Q: 3 clusters Score -1961918 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1962074.750000 Penalty: 3117.596436
	Iteration 11Q: 3 clusters Score -1962075 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1962249.750000 Penalty: 3117.596436
	Iteration 12Q: 3 clusters Score -1962250 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1962418.250000 Penalty: 3117.596436
	Iteration 13Q: 3 clusters Score -1962418 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1962596.125000 Penalty: 3117.596436
	Iteration 14Q: 3 clusters Score -1962596 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1962780.875000 Penalty: 3117.596436
	Iteration 15Q: 3 clusters Score -1962781 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1962963.500000 Penalty: 3117.596436
	Iteration 16Q: 3 clusters Score -1962964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1963149.625000 Penalty: 3117.596436
	Iteration 17Q: 3 clusters Score -1963150 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1963339.375000 Penalty: 3117.596436
	Iteration 18Q: 3 clusters Score -1963339 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1963543.500000 Penalty: 3117.596436
	Iteration 19Q: 3 clusters Score -1963544 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1963776.625000 Penalty: 3117.596436
	Iteration 20F: 3 clusters Score -1963777 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1964233.875000 Penalty: 3117.596436
	Iteration 21Q: 3 clusters Score -1964234 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1964664.625000 Penalty: 3117.596436
	Iteration 22Q: 3 clusters Score -1964665 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1964807.375000 Penalty: 3117.596436
	Iteration 23Q: 3 clusters Score -1964807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1964861.250000 Penalty: 3117.596436
	Iteration 24Q: 3 clusters Score -1964861 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1964892.000000 Penalty: 3117.596436
	Iteration 25Q: 3 clusters Score -1964892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1964913.750000 Penalty: 3117.596436
	Iteration 26Q: 3 clusters Score -1964914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1964927.750000 Penalty: 3117.596436
	Iteration 27Q: 3 clusters Score -1964928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1964930.000000 Penalty: 3117.596436
	Iteration 28Q: 3 clusters Score -1964930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1964939.000000 Penalty: 3117.596436
	Iteration 29Q: 3 clusters Score -1964939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1964941.875000 Penalty: 3117.596436
	Iteration 30Q: 3 clusters Score -1964942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1964951.500000 Penalty: 3117.596436
	Iteration 31Q: 3 clusters Score -1964952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1964956.750000 Penalty: 3117.596436
	Iteration 32Q: 3 clusters Score -1964957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1964962.000000 Penalty: 3117.596436
	Iteration 33Q: 3 clusters Score -1964962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1964960.750000 Penalty: 3117.596436
	Iteration 34Q: 3 clusters Score -1964961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1964973.125000 Penalty: 3117.596436
	Iteration 35Q: 3 clusters Score -1964973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1964983.000000 Penalty: 3117.596436
	Iteration 36Q: 3 clusters Score -1964983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1964985.500000 Penalty: 3117.596436
	Iteration 37Q: 3 clusters Score -1964986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1964990.875000 Penalty: 3117.596436
	Iteration 38Q: 3 clusters Score -1964991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1965000.375000 Penalty: 3117.596436
	Iteration 39Q: 3 clusters Score -1965000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1965005.875000 Penalty: 3117.596436
	Iteration 40F: 3 clusters Score -1965006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1965013.000000 Penalty: 3117.596436
	Iteration 41Q: 3 clusters Score -1965013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1965021.375000 Penalty: 3117.596436
	Iteration 42Q: 3 clusters Score -1965021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1965024.250000 Penalty: 3117.596436
	Iteration 43Q: 3 clusters Score -1965024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1965036.250000 Penalty: 3117.596436
	Iteration 44Q: 3 clusters Score -1965036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1965046.375000 Penalty: 3117.596436
	Iteration 45Q: 3 clusters Score -1965046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1965053.875000 Penalty: 3117.596436
	Iteration 46Q: 3 clusters Score -1965054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1965062.000000 Penalty: 3117.596436
	Iteration 47Q: 3 clusters Score -1965062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1965075.000000 Penalty: 3117.596436
	Iteration 48Q: 3 clusters Score -1965075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1965081.250000 Penalty: 3117.596436
	Iteration 49Q: 3 clusters Score -1965081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1965090.750000 Penalty: 3117.596436
	Iteration 50Q: 3 clusters Score -1965091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1965112.000000 Penalty: 3117.596436
	Iteration 51Q: 3 clusters Score -1965112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1965120.625000 Penalty: 3117.596436
	Iteration 52Q: 3 clusters Score -1965121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1965135.250000 Penalty: 3117.596436
	Iteration 53Q: 3 clusters Score -1965135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1965151.125000 Penalty: 3117.596436
	Iteration 54Q: 3 clusters Score -1965151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1965167.125000 Penalty: 3117.596436
	Iteration 55Q: 3 clusters Score -1965167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1965191.000000 Penalty: 3117.596436
	Iteration 56Q: 3 clusters Score -1965191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1965206.875000 Penalty: 3117.596436
	Iteration 57Q: 3 clusters Score -1965207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1965232.750000 Penalty: 3117.596436
	Iteration 58Q: 3 clusters Score -1965233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1965264.250000 Penalty: 3117.596436
	Iteration 59Q: 3 clusters Score -1965264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1965296.250000 Penalty: 3117.596436
	Iteration 60F: 3 clusters Score -1965296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1965324.250000 Penalty: 3117.596436
	Iteration 61Q: 3 clusters Score -1965324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1965346.125000 Penalty: 3117.596436
	Iteration 62Q: 3 clusters Score -1965346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1965359.375000 Penalty: 3117.596436
	Iteration 63Q: 3 clusters Score -1965359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1965373.375000 Penalty: 3117.596436
	Iteration 64Q: 3 clusters Score -1965373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1965389.875000 Penalty: 3117.596436
	Iteration 65Q: 3 clusters Score -1965390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1965403.125000 Penalty: 3117.596436
	Iteration 66Q: 3 clusters Score -1965403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1965420.750000 Penalty: 3117.596436
	Iteration 67Q: 3 clusters Score -1965421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1965435.875000 Penalty: 3117.596436
	Iteration 68Q: 3 clusters Score -1965436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1965449.500000 Penalty: 3117.596436
	Iteration 69Q: 3 clusters Score -1965450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1965469.250000 Penalty: 3117.596436
	Iteration 70Q: 3 clusters Score -1965469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1965495.875000 Penalty: 3117.596436
	Iteration 71Q: 3 clusters Score -1965496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1965519.000000 Penalty: 3117.596436
	Iteration 72Q: 3 clusters Score -1965519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1965544.250000 Penalty: 3117.596436
	Iteration 73Q: 3 clusters Score -1965544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1965574.500000 Penalty: 3117.596436
	Iteration 74Q: 3 clusters Score -1965574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1965598.375000 Penalty: 3117.596436
	Iteration 75Q: 3 clusters Score -1965598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1965617.500000 Penalty: 3117.596436
	Iteration 76Q: 3 clusters Score -1965618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1965632.000000 Penalty: 3117.596436
	Iteration 77Q: 3 clusters Score -1965632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1965654.500000 Penalty: 3117.596436
	Iteration 78Q: 3 clusters Score -1965654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1965670.375000 Penalty: 3117.596436
	Iteration 79Q: 3 clusters Score -1965670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1965681.375000 Penalty: 3117.596436
	Iteration 80F: 3 clusters Score -1965681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1965696.000000 Penalty: 3117.596436
	Iteration 81Q: 3 clusters Score -1965696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1965703.750000 Penalty: 3117.596436
	Iteration 82Q: 3 clusters Score -1965704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1965713.125000 Penalty: 3117.596436
	Iteration 83Q: 3 clusters Score -1965713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1965718.875000 Penalty: 3117.596436
	Iteration 84Q: 3 clusters Score -1965719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1965723.375000 Penalty: 3117.596436
	Iteration 85Q: 3 clusters Score -1965723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1965726.625000 Penalty: 3117.596436
	Iteration 86Q: 3 clusters Score -1965727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1965730.625000 Penalty: 3117.596436
	Iteration 87Q: 3 clusters Score -1965731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1965736.500000 Penalty: 3117.596436
	Iteration 88Q: 3 clusters Score -1965736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1965743.625000 Penalty: 3117.596436
	Iteration 89Q: 3 clusters Score -1965744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1965748.000000 Penalty: 3117.596436
	Iteration 90Q: 3 clusters Score -1965748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1965756.750000 Penalty: 3117.596436
	Iteration 91Q: 3 clusters Score -1965757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1965760.250000 Penalty: 3117.596436
	Iteration 92Q: 3 clusters Score -1965760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1965762.500000 Penalty: 3117.596436
	Iteration 93Q: 3 clusters Score -1965762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1965772.250000 Penalty: 3117.596436
	Iteration 94Q: 3 clusters Score -1965772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1965778.250000 Penalty: 3117.596436
	Iteration 95Q: 3 clusters Score -1965778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1965781.875000 Penalty: 3117.596436
	Iteration 96Q: 3 clusters Score -1965782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1965786.875000 Penalty: 3117.596436
	Iteration 97Q: 3 clusters Score -1965787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1965792.875000 Penalty: 3117.596436
	Iteration 98Q: 3 clusters Score -1965793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1965799.625000 Penalty: 3117.596436
	Iteration 99Q: 3 clusters Score -1965800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1965798.375000 Penalty: 3117.596436
	Iteration 100F: 3 clusters Score -1965798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1965797.625000 Penalty: 3117.596436
	Iteration 101Q: 3 clusters Score -1965798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1965803.000000 Penalty: 3117.596436
	Iteration 102Q: 3 clusters Score -1965803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1965801.875000 Penalty: 3117.596436
	Iteration 103Q: 3 clusters Score -1965802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1965805.500000 Penalty: 3117.596436
	Iteration 104Q: 3 clusters Score -1965806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1965810.500000 Penalty: 3117.596436
	Iteration 105Q: 3 clusters Score -1965810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1965811.500000 Penalty: 3117.596436
	Iteration 106Q: 3 clusters Score -1965812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1965812.500000 Penalty: 3117.596436
	Iteration 107Q: 3 clusters Score -1965812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1965811.375000 Penalty: 3117.596436
	Iteration 108Q: 3 clusters Score -1965811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1965813.375000 Penalty: 3117.596436
	Iteration 109Q: 3 clusters Score -1965813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1965813.125000 Penalty: 3117.596436
	Iteration 110Q: 3 clusters Score -1965813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1965813.125000 Penalty: 3117.596436
	Iteration 111F: 3 clusters Score -1965813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 178 members 
Entering Unmasked Estep 
Score: -25109.609375 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25109.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25299.556641 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25299.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25374.349609 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25374.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25451.736328 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -25451.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25543.146484 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25543.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25587.363281 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25587.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25644.642578 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25644.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25655.552734 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -25655.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25668.328125 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -25668.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25670.914062 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -25670.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25690.626953 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -25690.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25725.140625 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -25725.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25749.033203 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -25749.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25769.019531 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -25769.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25787.169922 Penalty: 1905.680176
	Iteration 14Q: 3 clusters Score -25787.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25788.082031 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -25788.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25795.437500 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -25795.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25803.007812 Penalty: 1905.680176
	Iteration 17F: 3 clusters Score -25803.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25845.552734 Penalty: 1905.680176
	Iteration 18Q: 3 clusters Score -25845.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25853.595703 Penalty: 1905.680176
	Iteration 19Q: 3 clusters Score -25853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25856.207031 Penalty: 1905.680176
	Iteration 20F: 3 clusters Score -25856.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59080.250000 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -59080.25 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59480.019531 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59480.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59667.726562 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59667.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59800.800781 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59800.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59905.570312 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59905.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59960.386719 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59960.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60014.667969 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -60014.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60054.332031 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -60054.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60062.675781 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -60062.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60066.640625 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -60066.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60071.769531 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -60071.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60078.105469 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -60078.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60094.171875 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -60094.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60099.085938 Penalty: 2066.861572
	Iteration 13Q: 3 clusters Score -60099.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60099.683594 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -60099.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60100.609375 Penalty: 2066.861572
	Iteration 15Q: 3 clusters Score -60100.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60105.902344 Penalty: 2066.861572
	Iteration 16F: 3 clusters Score -60105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60118.902344 Penalty: 2066.861572
	Iteration 17Q: 3 clusters Score -60118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60143.535156 Penalty: 2066.861572
	Iteration 18Q: 3 clusters Score -60143.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60191.621094 Penalty: 2066.861572
	Iteration 19Q: 3 clusters Score -60191.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60217.546875 Penalty: 2066.861572
	Iteration 20F: 3 clusters Score -60217.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60226.996094 Penalty: 2066.861572
	Iteration 21Q: 3 clusters Score -60227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60227.464844 Penalty: 2066.861572
	Iteration 22Q: 3 clusters Score -60227.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60227.464844 Penalty: 2066.861572
	Iteration 23F: 3 clusters Score -60227.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 238 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Mstep: Class 74 contains 340 members 
Entering Unmasked Estep 
Score: -68999152.000000 Penalty: 158513.796875
Splitting cluster 11 changes total score from -69000024.000000 to -68999152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -8446940.000000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -8446940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -8404659.000000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -8404659 nChanged 30042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -8421698.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -8421698 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -8422312.000000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -8422312 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8423201.000000 Penalty: 3595.120361
	Iteration 3Q: 3 clusters Score -8423201 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -8424589.000000 Penalty: 3595.120361
	Iteration 4Q: 3 clusters Score -8424589 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8426951.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -8426951 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -8430691.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -8430691 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -8435129.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -8435129 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -8439330.000000 Penalty: 3595.120361
	Iteration 8F: 3 clusters Score -8439330 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8442225.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -8442225 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -8443828.000000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -8443828 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -8444621.000000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -8444621 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -8444993.000000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -8444993 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -8445181.000000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -8445181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8445313.000000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -8445313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -8445369.000000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -8445369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -8445406.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -8445406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -8445456.000000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -8445456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -8445476.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -8445476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8445481.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -8445481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -8445492.000000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -8445492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -8445498.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -8445498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -8445496.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -8445496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8445502.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -8445502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8445509.000000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -8445509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8445507.000000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -8445507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -8445505.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -8445505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -8445510.000000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -8445510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -8445511.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -8445511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -8445511.000000 Penalty: 3595.120361
	Iteration 29F: 3 clusters Score -8445511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -154798.562500 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154798.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155176.937500 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155176.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155385.765625 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155385.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155520.640625 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155520.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155578.859375 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155578.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -155626.187500 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155643.531250 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155643.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155658.890625 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155674.203125 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155690.859375 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155700.546875 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -155704.890625 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155709.515625 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155714.671875 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155724.203125 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155731.437500 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155736.703125 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155738.578125 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155738.578125 Penalty: 2249.859131
	Iteration 18F: 3 clusters Score -155738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132655.343750 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132655.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132934.546875 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132934.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133004.859375 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133004.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -133048.796875 Penalty: 2261.804688
	Iteration 3Q: 3 clusters Score -133048.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133080.671875 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -133093.078125 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133093.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133109.828125 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133109.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -133120.609375 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133136.031250 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133150.156250 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -133162.453125 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -133177.375000 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133188.984375 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133199.390625 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -133210.812500 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133229.218750 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133229.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -133258.921875 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -133284.015625 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -133299.187500 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133322.718750 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -133322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -133338.625000 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -133338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -133353.375000 Penalty: 2261.804688
	Iteration 21Q: 3 clusters Score -133353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -133365.859375 Penalty: 2261.804688
	Iteration 22Q: 3 clusters Score -133365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133376.781250 Penalty: 2261.804688
	Iteration 23Q: 3 clusters Score -133376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133379.109375 Penalty: 2261.804688
	Iteration 24Q: 3 clusters Score -133379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -133385.125000 Penalty: 2261.804688
	Iteration 25Q: 3 clusters Score -133385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -133394.078125 Penalty: 2261.804688
	Iteration 26Q: 3 clusters Score -133394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133405.609375 Penalty: 2261.804688
	Iteration 27Q: 3 clusters Score -133405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -133418.671875 Penalty: 2261.804688
	Iteration 28Q: 3 clusters Score -133418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -133435.703125 Penalty: 2261.804688
	Iteration 29Q: 3 clusters Score -133435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133452.234375 Penalty: 2261.804688
	Iteration 30Q: 3 clusters Score -133452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -133468.437500 Penalty: 2261.804688
	Iteration 31Q: 3 clusters Score -133468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -133481.203125 Penalty: 2261.804688
	Iteration 32Q: 3 clusters Score -133481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -133506.703125 Penalty: 2261.804688
	Iteration 33Q: 3 clusters Score -133506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -133519.250000 Penalty: 2261.804688
	Iteration 34Q: 3 clusters Score -133519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133532.390625 Penalty: 2261.804688
	Iteration 35Q: 3 clusters Score -133532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133533.406250 Penalty: 2261.804688
	Iteration 36Q: 3 clusters Score -133533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133534.140625 Penalty: 2261.804688
	Iteration 37Q: 3 clusters Score -133534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133536.390625 Penalty: 2261.804688
	Iteration 38Q: 3 clusters Score -133536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133537.640625 Penalty: 2261.804688
	Iteration 39F: 3 clusters Score -133537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133541.484375 Penalty: 2261.804688
	Iteration 40F: 3 clusters Score -133541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 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 2339 members 
Entering Unmasked Estep 
Score: -615035.687500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615035.7 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -616149.187500 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -616149.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -616339.562500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616339.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -616460.750000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -616460.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -616546.000000 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -616637.062500 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616637.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -616706.562500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616706.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -616789.250000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616789.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -616886.750000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616886.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -616981.625000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616981.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -617077.250000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -617077.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -617184.000000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -617184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -617286.375000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -617286.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -617361.812500 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -617361.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -617415.375000 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -617415.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -617461.437500 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -617461.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -617494.500000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -617494.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -617511.437500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -617511.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -617523.875000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -617523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -617530.687500 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -617530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -617540.312500 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -617540.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -617545.875000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -617545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -617555.250000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -617555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -617562.375000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -617569.500000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -617574.312500 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -617580.937500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -617585.437500 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -617588.500000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -617588.875000 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -617589.812500 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -617589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -617590.812500 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -617590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -617590.812500 Penalty: 2739.927490
	Iteration 32F: 3 clusters Score -617590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94651.156250 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94651.16 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94861.242188 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94861.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -94924.664062 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94924.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -94965.898438 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -94985.984375 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -94985.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95012.640625 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95012.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95030.039062 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95030.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95062.312500 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95062.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95098.687500 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -95098.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -95134.718750 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -95134.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95177.335938 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -95177.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95207.992188 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -95207.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -95247.875000 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -95247.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95292.335938 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -95292.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -95326.554688 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -95326.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95347.187500 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -95347.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95358.953125 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -95358.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95369.578125 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -95369.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95378.046875 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -95378.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95383.625000 Penalty: 2108.497314
	Iteration 19Q: 3 clusters Score -95383.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -95387.054688 Penalty: 2108.497314
	Iteration 20F: 3 clusters Score -95387.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95394.320312 Penalty: 2108.497314
	Iteration 21Q: 3 clusters Score -95394.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95398.937500 Penalty: 2108.497314
	Iteration 22Q: 3 clusters Score -95398.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95406.007812 Penalty: 2108.497314
	Iteration 23Q: 3 clusters Score -95406.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95408.164062 Penalty: 2108.497314
	Iteration 24Q: 3 clusters Score -95408.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95408.164062 Penalty: 2108.497314
	Iteration 25F: 3 clusters Score -95408.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 181 members 
Entering Unmasked Estep 
Score: -34847.500000 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34847.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35110.960938 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35110.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35238.335938 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35238.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35348.906250 Penalty: 1888.620850
	Iteration 3F: 3 clusters Score -35348.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35377.781250 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35377.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35405.753906 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35405.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35423.312500 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35423.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35437.308594 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35437.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35438.488281 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -35438.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35438.488281 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -35438.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -433128.718750 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -433128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -430158.718750 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -430158.7 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -430897.375000 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -430897.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431065.531250 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -431065.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -431190.781250 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -431190.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -431312.593750 Penalty: 2640.541504
	Iteration 4F: 3 clusters Score -431312.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -431418.781250 Penalty: 2640.541504
	Iteration 5Q: 3 clusters Score -431418.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -431507.812500 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -431507.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -431574.531250 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -431574.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -431634.937500 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -431634.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -431695.687500 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -431695.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -431740.250000 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -431740.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -431778.718750 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -431778.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -431813.593750 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -431813.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -431836.468750 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -431836.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -431852.562500 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -431852.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -431868.500000 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -431868.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -431880.562500 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -431880.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431893.656250 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -431893.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -431901.406250 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -431901.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -431908.531250 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -431908.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -431915.250000 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -431915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -431921.687500 Penalty: 2640.541504
	Iteration 21Q: 3 clusters Score -431921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -431926.000000 Penalty: 2640.541504
	Iteration 22Q: 3 clusters Score -431926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -431931.031250 Penalty: 2640.541504
	Iteration 23Q: 3 clusters Score -431931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -431937.843750 Penalty: 2640.541504
	Iteration 24Q: 3 clusters Score -431937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -431943.218750 Penalty: 2640.541504
	Iteration 25Q: 3 clusters Score -431943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -431945.968750 Penalty: 2640.541504
	Iteration 26Q: 3 clusters Score -431946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -431949.250000 Penalty: 2640.541504
	Iteration 27Q: 3 clusters Score -431949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -431953.437500 Penalty: 2640.541504
	Iteration 28Q: 3 clusters Score -431953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -431959.687500 Penalty: 2640.541504
	Iteration 29Q: 3 clusters Score -431959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -431966.500000 Penalty: 2640.541504
	Iteration 30Q: 3 clusters Score -431966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -431966.718750 Penalty: 2640.541504
	Iteration 31Q: 3 clusters Score -431966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -431967.468750 Penalty: 2640.541504
	Iteration 32Q: 3 clusters Score -431967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -431969.000000 Penalty: 2640.541504
	Iteration 33Q: 3 clusters Score -431969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -431971.281250 Penalty: 2640.541504
	Iteration 34Q: 3 clusters Score -431971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -431972.468750 Penalty: 2640.541504
	Iteration 35Q: 3 clusters Score -431972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -431973.718750 Penalty: 2640.541504
	Iteration 36Q: 3 clusters Score -431973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -431974.250000 Penalty: 2640.541504
	Iteration 37Q: 3 clusters Score -431974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -431974.781250 Penalty: 2640.541504
	Iteration 38Q: 3 clusters Score -431974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -431975.593750 Penalty: 2640.541504
	Iteration 39Q: 3 clusters Score -431975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -431975.593750 Penalty: 2640.541504
	Iteration 40F: 3 clusters Score -431975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -195912.140625 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -195912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194098.953125 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -194099 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194646.156250 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -194646.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -194831.031250 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -194831 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194939.859375 Penalty: 2427.081299
	Iteration 3F: 3 clusters Score -194939.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -195029.828125 Penalty: 2427.081299
	Iteration 4Q: 3 clusters Score -195029.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195114.140625 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -195114.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195192.828125 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -195192.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195281.250000 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -195281.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195350.109375 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -195350.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195390.078125 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -195390.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -195426.375000 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -195426.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -195463.359375 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -195463.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -195489.921875 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -195489.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195514.609375 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -195514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195540.406250 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -195540.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -195561.218750 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -195561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195571.125000 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -195571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195580.546875 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -195580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195585.593750 Penalty: 2427.081299
	Iteration 18Q: 3 clusters Score -195585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195591.296875 Penalty: 2427.081299
	Iteration 19Q: 3 clusters Score -195591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195603.046875 Penalty: 2427.081299
	Iteration 20F: 3 clusters Score -195603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -195624.796875 Penalty: 2427.081299
	Iteration 21Q: 3 clusters Score -195624.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195647.765625 Penalty: 2427.081299
	Iteration 22Q: 3 clusters Score -195647.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195665.937500 Penalty: 2427.081299
	Iteration 23Q: 3 clusters Score -195665.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195677.890625 Penalty: 2427.081299
	Iteration 24Q: 3 clusters Score -195677.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195700.953125 Penalty: 2427.081299
	Iteration 25Q: 3 clusters Score -195701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195723.609375 Penalty: 2427.081299
	Iteration 26Q: 3 clusters Score -195723.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -195738.484375 Penalty: 2427.081299
	Iteration 27Q: 3 clusters Score -195738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195755.500000 Penalty: 2427.081299
	Iteration 28Q: 3 clusters Score -195755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195780.750000 Penalty: 2427.081299
	Iteration 29Q: 3 clusters Score -195780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195801.109375 Penalty: 2427.081299
	Iteration 30Q: 3 clusters Score -195801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195813.062500 Penalty: 2427.081299
	Iteration 31Q: 3 clusters Score -195813.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195819.843750 Penalty: 2427.081299
	Iteration 32Q: 3 clusters Score -195819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -195825.593750 Penalty: 2427.081299
	Iteration 33Q: 3 clusters Score -195825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195827.343750 Penalty: 2427.081299
	Iteration 34Q: 3 clusters Score -195827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195828.453125 Penalty: 2427.081299
	Iteration 35Q: 3 clusters Score -195828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -195830.609375 Penalty: 2427.081299
	Iteration 36Q: 3 clusters Score -195830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195831.968750 Penalty: 2427.081299
	Iteration 37Q: 3 clusters Score -195832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195832.421875 Penalty: 2427.081299
	Iteration 38Q: 3 clusters Score -195832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195832.421875 Penalty: 2427.081299
	Iteration 39F: 3 clusters Score -195832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 1324.498047
	Iteration 0F: 2 clusters Score -452858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449859.500000 Penalty: 2648.996094
	Iteration 0F: 3 clusters Score -449859.5 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -450728.000000 Penalty: 2648.996094
	Iteration 1F: 3 clusters Score -450728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -450945.062500 Penalty: 2648.996094
	Iteration 2F: 3 clusters Score -450945.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -451120.968750 Penalty: 2648.996094
	Iteration 3F: 3 clusters Score -451121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -451251.625000 Penalty: 2648.996094
	Iteration 4Q: 3 clusters Score -451251.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -451369.875000 Penalty: 2648.996094
	Iteration 5Q: 3 clusters Score -451369.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -451489.218750 Penalty: 2648.996094
	Iteration 6Q: 3 clusters Score -451489.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -451611.218750 Penalty: 2648.996094
	Iteration 7Q: 3 clusters Score -451611.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -451741.687500 Penalty: 2648.996094
	Iteration 8Q: 3 clusters Score -451741.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -451843.187500 Penalty: 2648.996094
	Iteration 9Q: 3 clusters Score -451843.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -451903.375000 Penalty: 2648.996094
	Iteration 10Q: 3 clusters Score -451903.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -451949.218750 Penalty: 2648.996094
	Iteration 11Q: 3 clusters Score -451949.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -451993.750000 Penalty: 2648.996094
	Iteration 12Q: 3 clusters Score -451993.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -452052.906250 Penalty: 2648.996094
	Iteration 13Q: 3 clusters Score -452052.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -452113.375000 Penalty: 2648.996094
	Iteration 14Q: 3 clusters Score -452113.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -452157.312500 Penalty: 2648.996094
	Iteration 15Q: 3 clusters Score -452157.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -452190.437500 Penalty: 2648.996094
	Iteration 16Q: 3 clusters Score -452190.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -452223.718750 Penalty: 2648.996094
	Iteration 17Q: 3 clusters Score -452223.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -452260.250000 Penalty: 2648.996094
	Iteration 18Q: 3 clusters Score -452260.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -452287.406250 Penalty: 2648.996094
	Iteration 19Q: 3 clusters Score -452287.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -452312.750000 Penalty: 2648.996094
	Iteration 20F: 3 clusters Score -452312.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -452333.250000 Penalty: 2648.996094
	Iteration 21Q: 3 clusters Score -452333.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -452358.437500 Penalty: 2648.996094
	Iteration 22Q: 3 clusters Score -452358.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -452378.875000 Penalty: 2648.996094
	Iteration 23Q: 3 clusters Score -452378.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -452392.781250 Penalty: 2648.996094
	Iteration 24Q: 3 clusters Score -452392.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -452402.875000 Penalty: 2648.996094
	Iteration 25Q: 3 clusters Score -452402.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -452412.593750 Penalty: 2648.996094
	Iteration 26Q: 3 clusters Score -452412.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -452419.625000 Penalty: 2648.996094
	Iteration 27Q: 3 clusters Score -452419.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -452428.843750 Penalty: 2648.996094
	Iteration 28Q: 3 clusters Score -452428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -452438.875000 Penalty: 2648.996094
	Iteration 29Q: 3 clusters Score -452438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -452446.968750 Penalty: 2648.996094
	Iteration 30Q: 3 clusters Score -452447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -452456.906250 Penalty: 2648.996094
	Iteration 31Q: 3 clusters Score -452456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -452467.687500 Penalty: 2648.996094
	Iteration 32Q: 3 clusters Score -452467.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -452475.875000 Penalty: 2648.996094
	Iteration 33Q: 3 clusters Score -452475.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -452482.750000 Penalty: 2648.996094
	Iteration 34Q: 3 clusters Score -452482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -452487.375000 Penalty: 2648.996094
	Iteration 35Q: 3 clusters Score -452487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -452489.156250 Penalty: 2648.996094
	Iteration 36Q: 3 clusters Score -452489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -452492.406250 Penalty: 2648.996094
	Iteration 37Q: 3 clusters Score -452492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -452492.406250 Penalty: 2648.996094
	Iteration 38Q: 3 clusters Score -452492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -452493.187500 Penalty: 2648.996094
	Iteration 39Q: 3 clusters Score -452493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -452493.218750 Penalty: 2648.996094
	Iteration 40F: 3 clusters Score -452493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -452494.156250 Penalty: 2648.996094
	Iteration 41Q: 3 clusters Score -452494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -452494.093750 Penalty: 2648.996094
	Iteration 42Q: 3 clusters Score -452494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -452493.718750 Penalty: 2648.996094
	Iteration 43Q: 3 clusters Score -452493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -452493.718750 Penalty: 2648.996094
	Iteration 44F: 3 clusters Score -452493.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -483763.687500 Penalty: 1338.461426
	Iteration 0F: 2 clusters Score -483763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -480577.656250 Penalty: 2676.922852
	Iteration 0F: 3 clusters Score -480577.7 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -481468.687500 Penalty: 2676.922852
	Iteration 1F: 3 clusters Score -481468.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -481675.656250 Penalty: 2676.922852
	Iteration 2F: 3 clusters Score -481675.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -481853.468750 Penalty: 2676.922852
	Iteration 3F: 3 clusters Score -481853.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -482002.062500 Penalty: 2676.922852
	Iteration 4F: 3 clusters Score -482002.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -482130.187500 Penalty: 2676.922852
	Iteration 5Q: 3 clusters Score -482130.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -482231.187500 Penalty: 2676.922852
	Iteration 6Q: 3 clusters Score -482231.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -482320.437500 Penalty: 2676.922852
	Iteration 7Q: 3 clusters Score -482320.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -482412.687500 Penalty: 2676.922852
	Iteration 8Q: 3 clusters Score -482412.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -482490.875000 Penalty: 2676.922852
	Iteration 9Q: 3 clusters Score -482490.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -482558.593750 Penalty: 2676.922852
	Iteration 10Q: 3 clusters Score -482558.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -482615.843750 Penalty: 2676.922852
	Iteration 11Q: 3 clusters Score -482615.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -482668.843750 Penalty: 2676.922852
	Iteration 12Q: 3 clusters Score -482668.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -482711.656250 Penalty: 2676.922852
	Iteration 13Q: 3 clusters Score -482711.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -482741.093750 Penalty: 2676.922852
	Iteration 14Q: 3 clusters Score -482741.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -482775.031250 Penalty: 2676.922852
	Iteration 15Q: 3 clusters Score -482775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -482806.093750 Penalty: 2676.922852
	Iteration 16Q: 3 clusters Score -482806.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -482839.781250 Penalty: 2676.922852
	Iteration 17Q: 3 clusters Score -482839.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -482868.093750 Penalty: 2676.922852
	Iteration 18Q: 3 clusters Score -482868.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -482898.593750 Penalty: 2676.922852
	Iteration 19Q: 3 clusters Score -482898.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -482931.093750 Penalty: 2676.922852
	Iteration 20F: 3 clusters Score -482931.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -482969.406250 Penalty: 2676.922852
	Iteration 21Q: 3 clusters Score -482969.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -483000.437500 Penalty: 2676.922852
	Iteration 22Q: 3 clusters Score -483000.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -483017.312500 Penalty: 2676.922852
	Iteration 23Q: 3 clusters Score -483017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -483028.937500 Penalty: 2676.922852
	Iteration 24Q: 3 clusters Score -483028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -483034.312500 Penalty: 2676.922852
	Iteration 25Q: 3 clusters Score -483034.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -483042.031250 Penalty: 2676.922852
	Iteration 26Q: 3 clusters Score -483042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -483047.093750 Penalty: 2676.922852
	Iteration 27Q: 3 clusters Score -483047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -483050.093750 Penalty: 2676.922852
	Iteration 28Q: 3 clusters Score -483050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -483055.156250 Penalty: 2676.922852
	Iteration 29Q: 3 clusters Score -483055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -483061.312500 Penalty: 2676.922852
	Iteration 30Q: 3 clusters Score -483061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -483065.812500 Penalty: 2676.922852
	Iteration 31Q: 3 clusters Score -483065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -483066.968750 Penalty: 2676.922852
	Iteration 32Q: 3 clusters Score -483067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -483070.062500 Penalty: 2676.922852
	Iteration 33Q: 3 clusters Score -483070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -483071.468750 Penalty: 2676.922852
	Iteration 34Q: 3 clusters Score -483071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -483073.531250 Penalty: 2676.922852
	Iteration 35Q: 3 clusters Score -483073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -483075.468750 Penalty: 2676.922852
	Iteration 36Q: 3 clusters Score -483075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -483076.812500 Penalty: 2676.922852
	Iteration 37Q: 3 clusters Score -483076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -483079.250000 Penalty: 2676.922852
	Iteration 38Q: 3 clusters Score -483079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -483083.468750 Penalty: 2676.922852
	Iteration 39Q: 3 clusters Score -483083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -483086.000000 Penalty: 2676.922852
	Iteration 40F: 3 clusters Score -483086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -483087.656250 Penalty: 2676.922852
	Iteration 41Q: 3 clusters Score -483087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -483087.875000 Penalty: 2676.922852
	Iteration 42Q: 3 clusters Score -483087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -483092.062500 Penalty: 2676.922852
	Iteration 43Q: 3 clusters Score -483092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -483098.281250 Penalty: 2676.922852
	Iteration 44Q: 3 clusters Score -483098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -483101.218750 Penalty: 2676.922852
	Iteration 45Q: 3 clusters Score -483101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -483104.156250 Penalty: 2676.922852
	Iteration 46Q: 3 clusters Score -483104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -483105.750000 Penalty: 2676.922852
	Iteration 47Q: 3 clusters Score -483105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -483107.906250 Penalty: 2676.922852
	Iteration 48Q: 3 clusters Score -483107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -483107.906250 Penalty: 2676.922852
	Iteration 49F: 3 clusters Score -483107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 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 196 members 
Entering Unmasked Estep 
Score: -42711.566406 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42711.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42928.761719 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -42928.76 nChanged 37
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: -43046.550781 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -43046.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43081.910156 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -43081.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43111.429688 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43111.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43134.031250 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43134.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43146.292969 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43146.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43149.351562 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -43149.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43156.687500 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -43156.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43170.128906 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -43170.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43190.394531 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -43190.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43202.179688 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -43202.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43208.996094 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -43209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43210.335938 Penalty: 1946.412354
	Iteration 13Q: 3 clusters Score -43210.34 nChanged 1
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: -43210.835938 Penalty: 1946.412354
	Iteration 14Q: 3 clusters Score -43210.84 nChanged 1
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: -43211.328125 Penalty: 1946.412354
	Iteration 15Q: 3 clusters Score -43211.33 nChanged 0
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: -43212.687500 Penalty: 1946.412354
	Iteration 16F: 3 clusters Score -43212.69 nChanged 1
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: -43228.417969 Penalty: 1946.412354
	Iteration 17Q: 3 clusters Score -43228.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43232.281250 Penalty: 1946.412354
	Iteration 18Q: 3 clusters Score -43232.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43232.281250 Penalty: 1946.412354
	Iteration 19F: 3 clusters Score -43232.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -604157.812500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -604157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -600353.000000 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -600353 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -601437.625000 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -601437.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -601657.375000 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -601657.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -601819.250000 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -601819.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -601965.625000 Penalty: 2750.183350
	Iteration 4F: 3 clusters Score -601965.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -602091.250000 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -602091.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -602189.000000 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -602189 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -602293.125000 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -602293.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -602399.312500 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -602399.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -602489.687500 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -602489.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -602561.937500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -602561.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -602622.250000 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -602622.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -602665.125000 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -602665.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -602696.437500 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -602696.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -602726.250000 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -602726.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -602750.500000 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -602750.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -602780.125000 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -602780.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -602806.937500 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -602806.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -602825.875000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -602825.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -602840.062500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -602840.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -602850.312500 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -602850.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -602863.750000 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -602863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -602876.875000 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -602876.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -602886.687500 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -602886.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -602894.625000 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -602894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -602907.875000 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -602907.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -602921.062500 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -602921.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -602932.875000 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -602932.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -602944.812500 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -602944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -602958.000000 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -602958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -602974.187500 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -602974.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -602987.562500 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -602987.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -603002.125000 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -603002.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -603020.750000 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -603020.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -603036.437500 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -603036.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -603048.375000 Penalty: 2750.183350
	Iteration 35Q: 3 clusters Score -603048.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -603064.812500 Penalty: 2750.183350
	Iteration 36Q: 3 clusters Score -603064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -603077.875000 Penalty: 2750.183350
	Iteration 37Q: 3 clusters Score -603077.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -603095.625000 Penalty: 2750.183350
	Iteration 38Q: 3 clusters Score -603095.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -603116.500000 Penalty: 2750.183350
	Iteration 39Q: 3 clusters Score -603116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -603138.437500 Penalty: 2750.183350
	Iteration 40F: 3 clusters Score -603138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -603156.437500 Penalty: 2750.183350
	Iteration 41Q: 3 clusters Score -603156.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -603176.750000 Penalty: 2750.183350
	Iteration 42Q: 3 clusters Score -603176.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -603193.437500 Penalty: 2750.183350
	Iteration 43Q: 3 clusters Score -603193.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -603205.187500 Penalty: 2750.183350
	Iteration 44Q: 3 clusters Score -603205.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -603222.500000 Penalty: 2750.183350
	Iteration 45Q: 3 clusters Score -603222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -603234.937500 Penalty: 2750.183350
	Iteration 46Q: 3 clusters Score -603234.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -603246.062500 Penalty: 2750.183350
	Iteration 47Q: 3 clusters Score -603246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -603254.062500 Penalty: 2750.183350
	Iteration 48Q: 3 clusters Score -603254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -603260.000000 Penalty: 2750.183350
	Iteration 49Q: 3 clusters Score -603260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -603267.062500 Penalty: 2750.183350
	Iteration 50Q: 3 clusters Score -603267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -603270.937500 Penalty: 2750.183350
	Iteration 51Q: 3 clusters Score -603270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -603273.062500 Penalty: 2750.183350
	Iteration 52Q: 3 clusters Score -603273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -603275.125000 Penalty: 2750.183350
	Iteration 53Q: 3 clusters Score -603275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -603276.312500 Penalty: 2750.183350
	Iteration 54Q: 3 clusters Score -603276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -603277.312500 Penalty: 2750.183350
	Iteration 55Q: 3 clusters Score -603277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -603277.437500 Penalty: 2750.183350
	Iteration 56Q: 3 clusters Score -603277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -603277.437500 Penalty: 2750.183350
	Iteration 57F: 3 clusters Score -603277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -130667.117188 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -130667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129202.757812 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -129202.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129489.195312 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -129489.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129574.296875 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -129574.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129634.273438 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -129634.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129686.867188 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -129686.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129728.031250 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -129728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129768.695312 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -129768.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129808.203125 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -129808.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129840.296875 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -129840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129885.695312 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -129885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129935.109375 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -129935.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129994.164062 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -129994.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130069.250000 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -130069.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -130151.406250 Penalty: 2249.538818
	Iteration 13Q: 3 clusters Score -130151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130273.742188 Penalty: 2249.538818
	Iteration 14Q: 3 clusters Score -130273.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130416.507812 Penalty: 2249.538818
	Iteration 15Q: 3 clusters Score -130416.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130499.117188 Penalty: 2249.538818
	Iteration 16Q: 3 clusters Score -130499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -130548.062500 Penalty: 2249.538818
	Iteration 17Q: 3 clusters Score -130548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130551.093750 Penalty: 2249.538818
	Iteration 18Q: 3 clusters Score -130551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130554.109375 Penalty: 2249.538818
	Iteration 19Q: 3 clusters Score -130554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130556.492188 Penalty: 2249.538818
	Iteration 20F: 3 clusters Score -130556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130561.539062 Penalty: 2249.538818
	Iteration 21Q: 3 clusters Score -130561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130563.648438 Penalty: 2249.538818
	Iteration 22Q: 3 clusters Score -130563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130565.625000 Penalty: 2249.538818
	Iteration 23Q: 3 clusters Score -130565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130567.539062 Penalty: 2249.538818
	Iteration 24Q: 3 clusters Score -130567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130568.882812 Penalty: 2249.538818
	Iteration 25Q: 3 clusters Score -130568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130568.882812 Penalty: 2249.538818
	Iteration 26F: 3 clusters Score -130568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 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 587 members 
Entering Unmasked Estep 
Score: -152220.953125 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152221 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152580.390625 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152580.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152687.015625 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152752.796875 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -152752.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152810.359375 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152810.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152872.546875 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152872.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152912.109375 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152912.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152943.546875 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152981.718750 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152981.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153007.890625 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -153007.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153024.859375 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -153024.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -153049.375000 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -153049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153070.453125 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -153070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -153089.531250 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -153089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153098.109375 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -153098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -153104.656250 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -153104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153110.640625 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -153110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -153115.000000 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -153115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -153120.109375 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -153120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153123.578125 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -153123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153126.171875 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -153126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -153127.468750 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -153127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153128.125000 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -153128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153128.125000 Penalty: 2296.046875
	Iteration 23F: 3 clusters Score -153128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -1005636.625000 Penalty: 1452.660645
	Iteration 0F: 2 clusters Score -1005637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1000019.250000 Penalty: 2905.321289
	Iteration 0F: 3 clusters Score -1000019 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1001772.562500 Penalty: 2905.321289
	Iteration 1F: 3 clusters Score -1001773 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1002062.375000 Penalty: 2905.321289
	Iteration 2F: 3 clusters Score -1002062 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1002337.437500 Penalty: 2905.321289
	Iteration 3F: 3 clusters Score -1002337 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1002591.187500 Penalty: 2905.321289
	Iteration 4F: 3 clusters Score -1002591 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1002870.000000 Penalty: 2905.321289
	Iteration 5F: 3 clusters Score -1002870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1003167.125000 Penalty: 2905.321289
	Iteration 6F: 3 clusters Score -1003167 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1003416.187500 Penalty: 2905.321289
	Iteration 7F: 3 clusters Score -1003416 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1003637.875000 Penalty: 2905.321289
	Iteration 8Q: 3 clusters Score -1003638 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1003810.437500 Penalty: 2905.321289
	Iteration 9Q: 3 clusters Score -1003810 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1003947.812500 Penalty: 2905.321289
	Iteration 10Q: 3 clusters Score -1003948 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1004053.000000 Penalty: 2905.321289
	Iteration 11Q: 3 clusters Score -1004053 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1004134.812500 Penalty: 2905.321289
	Iteration 12Q: 3 clusters Score -1004135 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1004188.000000 Penalty: 2905.321289
	Iteration 13Q: 3 clusters Score -1004188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1004220.375000 Penalty: 2905.321289
	Iteration 14Q: 3 clusters Score -1004220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1004247.500000 Penalty: 2905.321289
	Iteration 15Q: 3 clusters Score -1004248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1004267.625000 Penalty: 2905.321289
	Iteration 16Q: 3 clusters Score -1004268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1004284.937500 Penalty: 2905.321289
	Iteration 17Q: 3 clusters Score -1004285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1004292.187500 Penalty: 2905.321289
	Iteration 18Q: 3 clusters Score -1004292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1004295.687500 Penalty: 2905.321289
	Iteration 19Q: 3 clusters Score -1004296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1004297.687500 Penalty: 2905.321289
	Iteration 20F: 3 clusters Score -1004298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1004299.000000 Penalty: 2905.321289
	Iteration 21Q: 3 clusters Score -1004299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1004300.250000 Penalty: 2905.321289
	Iteration 22Q: 3 clusters Score -1004300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1004299.500000 Penalty: 2905.321289
	Iteration 23Q: 3 clusters Score -1004300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1004299.375000 Penalty: 2905.321289
	Iteration 24Q: 3 clusters Score -1004299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1004303.187500 Penalty: 2905.321289
	Iteration 25Q: 3 clusters Score -1004303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1004305.187500 Penalty: 2905.321289
	Iteration 26Q: 3 clusters Score -1004305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1004304.125000 Penalty: 2905.321289
	Iteration 27Q: 3 clusters Score -1004304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1004302.937500 Penalty: 2905.321289
	Iteration 28Q: 3 clusters Score -1004303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1004304.250000 Penalty: 2905.321289
	Iteration 29Q: 3 clusters Score -1004304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1004302.750000 Penalty: 2905.321289
	Iteration 30Q: 3 clusters Score -1004303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1004303.375000 Penalty: 2905.321289
	Iteration 31Q: 3 clusters Score -1004303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1004303.250000 Penalty: 2905.321289
	Iteration 32Q: 3 clusters Score -1004303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1004303.062500 Penalty: 2905.321289
	Iteration 33Q: 3 clusters Score -1004303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1004303.312500 Penalty: 2905.321289
	Iteration 34Q: 3 clusters Score -1004303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1004303.750000 Penalty: 2905.321289
	Iteration 35Q: 3 clusters Score -1004304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1004303.750000 Penalty: 2905.321289
	Iteration 36F: 3 clusters Score -1004304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Entering Unmasked Estep 
Score: -10176179.000000 Penalty: 1823.246216
	Iteration 0F: 2 clusters Score -1.017618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -10128347.000000 Penalty: 3646.492432
	Iteration 0F: 3 clusters Score -1.012835e+07 nChanged 35451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10148297.000000 Penalty: 3646.492432
	Iteration 1F: 3 clusters Score -1.01483e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -10148764.000000 Penalty: 3646.492432
	Iteration 2Q: 3 clusters Score -1.014876e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -10149259.000000 Penalty: 3646.492432
	Iteration 3Q: 3 clusters Score -1.014926e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -10149778.000000 Penalty: 3646.492432
	Iteration 4Q: 3 clusters Score -1.014978e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -10150483.000000 Penalty: 3646.492432
	Iteration 5Q: 3 clusters Score -1.015048e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -10151533.000000 Penalty: 3646.492432
	Iteration 6Q: 3 clusters Score -1.015153e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10153088.000000 Penalty: 3646.492432
	Iteration 7Q: 3 clusters Score -1.015309e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -10155458.000000 Penalty: 3646.492432
	Iteration 8F: 3 clusters Score -1.015546e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -10159034.000000 Penalty: 3646.492432
	Iteration 9F: 3 clusters Score -1.015903e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -10163553.000000 Penalty: 3646.492432
	Iteration 10F: 3 clusters Score -1.016355e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -10168085.000000 Penalty: 3646.492432
	Iteration 11F: 3 clusters Score -1.016808e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -10171016.000000 Penalty: 3646.492432
	Iteration 12F: 3 clusters Score -1.017102e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10172767.000000 Penalty: 3646.492432
	Iteration 13Q: 3 clusters Score -1.017277e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10173664.000000 Penalty: 3646.492432
	Iteration 14Q: 3 clusters Score -1.017366e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10174126.000000 Penalty: 3646.492432
	Iteration 15Q: 3 clusters Score -1.017413e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10174348.000000 Penalty: 3646.492432
	Iteration 16Q: 3 clusters Score -1.017435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10174431.000000 Penalty: 3646.492432
	Iteration 17Q: 3 clusters Score -1.017443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10174482.000000 Penalty: 3646.492432
	Iteration 18Q: 3 clusters Score -1.017448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10174526.000000 Penalty: 3646.492432
	Iteration 19Q: 3 clusters Score -1.017453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10174552.000000 Penalty: 3646.492432
	Iteration 20F: 3 clusters Score -1.017455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10174556.000000 Penalty: 3646.492432
	Iteration 21Q: 3 clusters Score -1.017456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10174581.000000 Penalty: 3646.492432
	Iteration 22Q: 3 clusters Score -1.017458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10174576.000000 Penalty: 3646.492432
	Iteration 23Q: 3 clusters Score -1.017458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10174585.000000 Penalty: 3646.492432
	Iteration 24Q: 3 clusters Score -1.017458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10174587.000000 Penalty: 3646.492432
	Iteration 25Q: 3 clusters Score -1.017459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10174593.000000 Penalty: 3646.492432
	Iteration 26Q: 3 clusters Score -1.017459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10174597.000000 Penalty: 3646.492432
	Iteration 27Q: 3 clusters Score -1.01746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10174600.000000 Penalty: 3646.492432
	Iteration 28Q: 3 clusters Score -1.01746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10174602.000000 Penalty: 3646.492432
	Iteration 29Q: 3 clusters Score -1.01746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10174602.000000 Penalty: 3646.492432
	Iteration 30F: 3 clusters Score -1.01746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81655.117188 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81655.12 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81945.078125 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81945.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82022.312500 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -82022.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82096.835938 Penalty: 2110.961182
	Iteration 3F: 3 clusters Score -82096.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82167.125000 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -82167.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82246.421875 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82246.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82290.343750 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82290.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82315.750000 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82315.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82339.031250 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82339.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82361.976562 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82361.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82380.445312 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82380.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -82388.890625 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82388.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -82390.078125 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -82390.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82391.625000 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -82391.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82395.640625 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -82395.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82399.929688 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -82399.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82400.687500 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -82400.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82400.687500 Penalty: 2110.961182
	Iteration 17F: 3 clusters Score -82400.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Entering Unmasked Estep 
Score: -4433480.500000 Penalty: 1696.572876
	Iteration 0F: 2 clusters Score -4433480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4410441.500000 Penalty: 3393.145752
	Iteration 0F: 3 clusters Score -4410442 nChanged 15901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4420092.500000 Penalty: 3393.145752
	Iteration 1F: 3 clusters Score -4420092 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4421380.000000 Penalty: 3393.145752
	Iteration 2F: 3 clusters Score -4421380 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4423023.000000 Penalty: 3393.145752
	Iteration 3F: 3 clusters Score -4423023 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4424745.500000 Penalty: 3393.145752
	Iteration 4F: 3 clusters Score -4424746 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4426444.000000 Penalty: 3393.145752
	Iteration 5F: 3 clusters Score -4426444 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4427957.000000 Penalty: 3393.145752
	Iteration 6F: 3 clusters Score -4427957 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4429145.500000 Penalty: 3393.145752
	Iteration 7F: 3 clusters Score -4429146 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4430130.000000 Penalty: 3393.145752
	Iteration 8Q: 3 clusters Score -4430130 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4430806.500000 Penalty: 3393.145752
	Iteration 9Q: 3 clusters Score -4430806 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4431203.500000 Penalty: 3393.145752
	Iteration 10Q: 3 clusters Score -4431204 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4431426.500000 Penalty: 3393.145752
	Iteration 11Q: 3 clusters Score -4431426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4431539.500000 Penalty: 3393.145752
	Iteration 12Q: 3 clusters Score -4431540 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4431629.000000 Penalty: 3393.145752
	Iteration 13Q: 3 clusters Score -4431629 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4431660.000000 Penalty: 3393.145752
	Iteration 14Q: 3 clusters Score -4431660 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4431707.500000 Penalty: 3393.145752
	Iteration 15Q: 3 clusters Score -4431708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4431743.000000 Penalty: 3393.145752
	Iteration 16Q: 3 clusters Score -4431743 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4431763.500000 Penalty: 3393.145752
	Iteration 17Q: 3 clusters Score -4431764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4431777.500000 Penalty: 3393.145752
	Iteration 18Q: 3 clusters Score -4431778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4431805.500000 Penalty: 3393.145752
	Iteration 19Q: 3 clusters Score -4431806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4431804.500000 Penalty: 3393.145752
	Iteration 20F: 3 clusters Score -4431804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4431808.000000 Penalty: 3393.145752
	Iteration 21Q: 3 clusters Score -4431808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4431808.500000 Penalty: 3393.145752
	Iteration 22Q: 3 clusters Score -4431808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4431815.500000 Penalty: 3393.145752
	Iteration 23Q: 3 clusters Score -4431816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4431817.000000 Penalty: 3393.145752
	Iteration 24Q: 3 clusters Score -4431817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4431818.500000 Penalty: 3393.145752
	Iteration 25Q: 3 clusters Score -4431818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4431815.000000 Penalty: 3393.145752
	Iteration 26Q: 3 clusters Score -4431815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4431807.000000 Penalty: 3393.145752
	Iteration 27Q: 3 clusters Score -4431807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4431814.500000 Penalty: 3393.145752
	Iteration 28Q: 3 clusters Score -4431814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4431813.000000 Penalty: 3393.145752
	Iteration 29Q: 3 clusters Score -4431813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -4431808.500000 Penalty: 3393.145752
	Iteration 30Q: 3 clusters Score -4431808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4431810.000000 Penalty: 3393.145752
	Iteration 31Q: 3 clusters Score -4431810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -4431804.500000 Penalty: 3393.145752
	Iteration 32Q: 3 clusters Score -4431804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4431811.000000 Penalty: 3393.145752
	Iteration 33Q: 3 clusters Score -4431811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4431809.500000 Penalty: 3393.145752
	Iteration 34Q: 3 clusters Score -4431810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4431806.500000 Penalty: 3393.145752
	Iteration 35Q: 3 clusters Score -4431806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4431809.000000 Penalty: 3393.145752
	Iteration 36Q: 3 clusters Score -4431809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4431809.500000 Penalty: 3393.145752
	Iteration 37Q: 3 clusters Score -4431810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4431812.500000 Penalty: 3393.145752
	Iteration 38Q: 3 clusters Score -4431812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4431815.000000 Penalty: 3393.145752
	Iteration 39Q: 3 clusters Score -4431815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4431815.000000 Penalty: 3393.145752
	Iteration 40F: 3 clusters Score -4431815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4431819.500000 Penalty: 3393.145752
	Iteration 41Q: 3 clusters Score -4431820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4431819.500000 Penalty: 3393.145752
	Iteration 42F: 3 clusters Score -4431820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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 238 members 
Entering Unmasked Estep 
Score: -58551.597656 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58551.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58703.777344 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58703.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58748.777344 Penalty: 2009.177612
	Iteration 2Q: 3 clusters Score -58748.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58787.824219 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58787.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58806.203125 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58824.765625 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58824.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58851.589844 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58851.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58859.597656 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58864.007812 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58864.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58869.328125 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -58869.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58873.250000 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -58873.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58875.402344 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -58875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58875.402344 Penalty: 2009.177612
	Iteration 12F: 3 clusters Score -58875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3455653.750000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455654 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3462307.750000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462308 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3462897.250000 Penalty: 3303.776855
	Iteration 2F: 3 clusters Score -3462897 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3463675.750000 Penalty: 3303.776855
	Iteration 3F: 3 clusters Score -3463676 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3464733.000000 Penalty: 3303.776855
	Iteration 4F: 3 clusters Score -3464733 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3466193.000000 Penalty: 3303.776855
	Iteration 5F: 3 clusters Score -3466193 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3467946.750000 Penalty: 3303.776855
	Iteration 6F: 3 clusters Score -3467947 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3469624.250000 Penalty: 3303.776855
	Iteration 7F: 3 clusters Score -3469624 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3470875.750000 Penalty: 3303.776855
	Iteration 8Q: 3 clusters Score -3470876 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3471647.500000 Penalty: 3303.776855
	Iteration 9Q: 3 clusters Score -3471648 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3472064.000000 Penalty: 3303.776855
	Iteration 10Q: 3 clusters Score -3472064 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3472232.250000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3472232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3472319.750000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3472320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3472384.000000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3472384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3472428.750000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3472429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3472455.000000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3472455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3472467.250000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3472467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3472472.250000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3472472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3472478.250000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3472478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3472475.750000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3472476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3472475.500000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3472476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3472477.500000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3472478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3472478.750000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3472479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3472478.750000 Penalty: 3303.776855
	Iteration 23F: 3 clusters Score -3472479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159948.765625 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159948.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -160214.109375 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160214.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160278.765625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160302.312500 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160302.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160317.109375 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160325.718750 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160336.125000 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160342.265625 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160347.156250 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160352.328125 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160352.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160357.078125 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160360.437500 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160362.562500 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160364.421875 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160365.046875 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -160365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160365.046875 Penalty: 2244.369873
	Iteration 15F: 3 clusters Score -160365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32102.144531 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32102.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32198.476562 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32198.48 nChanged 7
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: -32216.632812 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32216.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32230.503906 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32235.345703 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32235.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32244.888672 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32244.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32254.341797 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -32254.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32263.740234 Penalty: 1802.182617
	Iteration 7Q: 3 clusters Score -32263.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32263.740234 Penalty: 1802.182617
	Iteration 8F: 3 clusters Score -32263.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -647396.750000 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -647396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -643481.312500 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -643481.3 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -644620.187500 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -644620.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -644909.500000 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -644909.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -645232.375000 Penalty: 2762.713623
	Iteration 3F: 3 clusters Score -645232.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -645609.937500 Penalty: 2762.713623
	Iteration 4F: 3 clusters Score -645609.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -645939.000000 Penalty: 2762.713623
	Iteration 5F: 3 clusters Score -645939 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -646223.187500 Penalty: 2762.713623
	Iteration 6F: 3 clusters Score -646223.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -646432.625000 Penalty: 2762.713623
	Iteration 7Q: 3 clusters Score -646432.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -646582.562500 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -646582.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -646670.062500 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -646670.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -646728.125000 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -646728.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -646769.125000 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -646769.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -646797.812500 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -646797.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -646813.062500 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -646813.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -646820.250000 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -646820.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -646826.062500 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -646826.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -646831.812500 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -646831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -646836.750000 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -646836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -646841.375000 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -646841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -646841.687500 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -646841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -646843.250000 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -646843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -646844.687500 Penalty: 2762.713623
	Iteration 21Q: 3 clusters Score -646844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -646848.812500 Penalty: 2762.713623
	Iteration 22Q: 3 clusters Score -646848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -646850.312500 Penalty: 2762.713623
	Iteration 23Q: 3 clusters Score -646850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -646855.062500 Penalty: 2762.713623
	Iteration 24Q: 3 clusters Score -646855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -646854.875000 Penalty: 2762.713623
	Iteration 25Q: 3 clusters Score -646854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -646857.625000 Penalty: 2762.713623
	Iteration 26Q: 3 clusters Score -646857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -646861.375000 Penalty: 2762.713623
	Iteration 27Q: 3 clusters Score -646861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -646861.437500 Penalty: 2762.713623
	Iteration 28Q: 3 clusters Score -646861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -646862.500000 Penalty: 2762.713623
	Iteration 29Q: 3 clusters Score -646862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -646863.687500 Penalty: 2762.713623
	Iteration 30Q: 3 clusters Score -646863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -646863.687500 Penalty: 2762.713623
	Iteration 31F: 3 clusters Score -646863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34647.234375 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34647.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34793.000000 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34826.152344 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -34826.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34835.464844 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -34835.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34836.089844 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -34836.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34841.578125 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -34841.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34841.578125 Penalty: 1864.385986
	Iteration 6F: 3 clusters Score -34841.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 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 86 members 
Entering Unmasked Estep 
Score: -15375.834961 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15375.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15601.175781 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15601.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15658.219727 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15658.22 nChanged 4
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: -15754.417969 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15754.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15771.148438 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15771.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15773.676758 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15773.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15777.701172 Penalty: 1676.692993
	Iteration 6Q: 3 clusters Score -15777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15777.701172 Penalty: 1676.692993
	Iteration 7F: 3 clusters Score -15777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1021501.750000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1021502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1015548.500000 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -1015548 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1017682.187500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1017682 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1018169.875000 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1018170 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1018531.062500 Penalty: 2923.831543
	Iteration 3F: 3 clusters Score -1018531 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1018772.937500 Penalty: 2923.831543
	Iteration 4F: 3 clusters Score -1018773 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1018942.062500 Penalty: 2923.831543
	Iteration 5Q: 3 clusters Score -1018942 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1019089.187500 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -1019089 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1019210.437500 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1019210 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1019306.625000 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -1019307 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1019390.562500 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -1019391 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1019475.562500 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -1019476 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1019562.625000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -1019563 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1019652.562500 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1019653 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1019734.437500 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1019734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1019823.750000 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1019824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1019900.125000 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1019900 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1019974.937500 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1019975 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1020056.687500 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1020057 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1020116.625000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1020117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1020175.125000 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1020175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1020231.937500 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1020232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1020296.875000 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1020297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1020360.625000 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1020361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1020411.562500 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1020412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1020453.750000 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1020454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1020484.375000 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1020484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1020514.187500 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1020514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1020543.500000 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1020544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1020578.625000 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1020579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1020601.750000 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1020602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1020610.812500 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1020611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1020620.062500 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1020620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1020628.937500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1020629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1020637.812500 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1020638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1020639.625000 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1020640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1020645.437500 Penalty: 2923.831543
	Iteration 35Q: 3 clusters Score -1020645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1020646.875000 Penalty: 2923.831543
	Iteration 36Q: 3 clusters Score -1020647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1020648.250000 Penalty: 2923.831543
	Iteration 37Q: 3 clusters Score -1020648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1020649.375000 Penalty: 2923.831543
	Iteration 38Q: 3 clusters Score -1020649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1020650.562500 Penalty: 2923.831543
	Iteration 39Q: 3 clusters Score -1020651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1020649.812500 Penalty: 2923.831543
	Iteration 40F: 3 clusters Score -1020650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1020650.250000 Penalty: 2923.831543
	Iteration 41Q: 3 clusters Score -1020650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1020651.875000 Penalty: 2923.831543
	Iteration 42Q: 3 clusters Score -1020652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1020652.812500 Penalty: 2923.831543
	Iteration 43Q: 3 clusters Score -1020653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1020653.875000 Penalty: 2923.831543
	Iteration 44Q: 3 clusters Score -1020654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1020656.187500 Penalty: 2923.831543
	Iteration 45Q: 3 clusters Score -1020656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1020657.125000 Penalty: 2923.831543
	Iteration 46Q: 3 clusters Score -1020657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1020658.687500 Penalty: 2923.831543
	Iteration 47Q: 3 clusters Score -1020659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1020659.000000 Penalty: 2923.831543
	Iteration 48Q: 3 clusters Score -1020659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1020660.125000 Penalty: 2923.831543
	Iteration 49Q: 3 clusters Score -1020660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1020660.125000 Penalty: 2923.831543
	Iteration 50F: 3 clusters Score -1020660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -499212.750000 Penalty: 1353.177002
	Iteration 0F: 2 clusters Score -499212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -495797.375000 Penalty: 2706.354004
	Iteration 0F: 3 clusters Score -495797.4 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -496830.750000 Penalty: 2706.354004
	Iteration 1F: 3 clusters Score -496830.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -497130.187500 Penalty: 2706.354004
	Iteration 2F: 3 clusters Score -497130.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -497339.468750 Penalty: 2706.354004
	Iteration 3F: 3 clusters Score -497339.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -497504.562500 Penalty: 2706.354004
	Iteration 4F: 3 clusters Score -497504.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -497649.531250 Penalty: 2706.354004
	Iteration 5Q: 3 clusters Score -497649.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -497744.468750 Penalty: 2706.354004
	Iteration 6Q: 3 clusters Score -497744.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -497831.656250 Penalty: 2706.354004
	Iteration 7Q: 3 clusters Score -497831.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -497908.187500 Penalty: 2706.354004
	Iteration 8Q: 3 clusters Score -497908.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -497975.656250 Penalty: 2706.354004
	Iteration 9Q: 3 clusters Score -497975.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -498065.125000 Penalty: 2706.354004
	Iteration 10Q: 3 clusters Score -498065.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -498190.875000 Penalty: 2706.354004
	Iteration 11Q: 3 clusters Score -498190.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -498330.843750 Penalty: 2706.354004
	Iteration 12Q: 3 clusters Score -498330.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -498522.906250 Penalty: 2706.354004
	Iteration 13Q: 3 clusters Score -498522.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -498695.687500 Penalty: 2706.354004
	Iteration 14Q: 3 clusters Score -498695.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -498800.656250 Penalty: 2706.354004
	Iteration 15Q: 3 clusters Score -498800.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -498853.843750 Penalty: 2706.354004
	Iteration 16Q: 3 clusters Score -498853.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -498896.375000 Penalty: 2706.354004
	Iteration 17Q: 3 clusters Score -498896.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -498940.375000 Penalty: 2706.354004
	Iteration 18Q: 3 clusters Score -498940.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -498975.750000 Penalty: 2706.354004
	Iteration 19Q: 3 clusters Score -498975.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -498999.937500 Penalty: 2706.354004
	Iteration 20F: 3 clusters Score -498999.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -499026.625000 Penalty: 2706.354004
	Iteration 21Q: 3 clusters Score -499026.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -499055.406250 Penalty: 2706.354004
	Iteration 22Q: 3 clusters Score -499055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -499081.125000 Penalty: 2706.354004
	Iteration 23Q: 3 clusters Score -499081.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -499107.625000 Penalty: 2706.354004
	Iteration 24Q: 3 clusters Score -499107.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -499143.906250 Penalty: 2706.354004
	Iteration 25Q: 3 clusters Score -499143.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -499178.812500 Penalty: 2706.354004
	Iteration 26Q: 3 clusters Score -499178.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -499222.031250 Penalty: 2706.354004
	Iteration 27Q: 3 clusters Score -499222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -499291.531250 Penalty: 2706.354004
	Iteration 28Q: 3 clusters Score -499291.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -499356.656250 Penalty: 2706.354004
	Iteration 29Q: 3 clusters Score -499356.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -499423.812500 Penalty: 2706.354004
	Iteration 30Q: 3 clusters Score -499423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -499483.031250 Penalty: 2706.354004
	Iteration 31Q: 3 clusters Score -499483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -499526.750000 Penalty: 2706.354004
	Iteration 32Q: 3 clusters Score -499526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -499540.187500 Penalty: 2706.354004
	Iteration 33Q: 3 clusters Score -499540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -499548.437500 Penalty: 2706.354004
	Iteration 34Q: 3 clusters Score -499548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -499552.968750 Penalty: 2706.354004
	Iteration 35Q: 3 clusters Score -499553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -499555.093750 Penalty: 2706.354004
	Iteration 36Q: 3 clusters Score -499555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -499556.625000 Penalty: 2706.354004
	Iteration 37Q: 3 clusters Score -499556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -499557.062500 Penalty: 2706.354004
	Iteration 38Q: 3 clusters Score -499557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -499557.062500 Penalty: 2706.354004
	Iteration 39F: 3 clusters Score -499557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 3137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Mstep: Class 74 contains 998 members 
Entering Unmasked Estep 
Score: -68999536.000000 Penalty: 158513.796875
Splitting cluster 38 changes total score from -69000024.000000 to -68999536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21459.927734 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21459.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21579.265625 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21579.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21610.779297 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21610.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21623.687500 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21623.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21627.257812 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21627.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21634.671875 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21634.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21641.224609 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21641.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21641.224609 Penalty: 1726.791992
	Iteration 7F: 3 clusters Score -21641.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -623060.000000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -623060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -619126.250000 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -619126.2 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -620196.625000 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -620196.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -620385.875000 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -620385.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -620502.812500 Penalty: 2760.592041
	Iteration 3F: 3 clusters Score -620502.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -620587.812500 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -620587.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -620671.187500 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -620671.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -620767.312500 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -620767.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -620897.562500 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -620897.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -621067.062500 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -621067.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -621277.312500 Penalty: 2760.592041
	Iteration 9F: 3 clusters Score -621277.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -621449.875000 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -621449.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -621583.375000 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -621583.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -621678.625000 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -621678.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -621740.312500 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -621740.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -621789.562500 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -621789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -621823.937500 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -621823.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -621852.437500 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -621852.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -621874.187500 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -621874.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -621886.625000 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -621886.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -621898.187500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -621898.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -621908.625000 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -621908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -621915.375000 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -621915.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -621924.750000 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -621924.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -621934.375000 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -621934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -621940.062500 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -621940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -621944.250000 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -621944.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -621948.562500 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -621948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -621951.062500 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -621951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -621952.875000 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -621952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -621954.375000 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -621954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -621956.562500 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -621956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -621957.562500 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -621957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -621957.312500 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -621957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -621960.062500 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -621960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -621963.375000 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -621963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -621964.000000 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -621964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -621966.875000 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -621966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -621967.000000 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -621967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -621969.000000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -621969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -621970.125000 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -621970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -621971.062500 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -621971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -621971.625000 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -621971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -621972.562500 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -621972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -621972.500000 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -621972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -621972.875000 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -621972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -621975.562500 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -621975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -621979.312500 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -621979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -621982.125000 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -621982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -621983.937500 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -621983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -621988.062500 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -621988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -621988.250000 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -621988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -621988.562500 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -621988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -621989.375000 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -621989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -621990.687500 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -621990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -621991.000000 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -621991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -621991.500000 Penalty: 2760.592041
	Iteration 55Q: 3 clusters Score -621991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -621991.937500 Penalty: 2760.592041
	Iteration 56Q: 3 clusters Score -621991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -621994.875000 Penalty: 2760.592041
	Iteration 57Q: 3 clusters Score -621994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -621994.812500 Penalty: 2760.592041
	Iteration 58Q: 3 clusters Score -621994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -621997.187500 Penalty: 2760.592041
	Iteration 59Q: 3 clusters Score -621997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -621998.062500 Penalty: 2760.592041
	Iteration 60F: 3 clusters Score -621998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -622000.625000 Penalty: 2760.592041
	Iteration 61Q: 3 clusters Score -622000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -622001.187500 Penalty: 2760.592041
	Iteration 62Q: 3 clusters Score -622001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -622003.375000 Penalty: 2760.592041
	Iteration 63Q: 3 clusters Score -622003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -622005.000000 Penalty: 2760.592041
	Iteration 64Q: 3 clusters Score -622005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -622006.062500 Penalty: 2760.592041
	Iteration 65Q: 3 clusters Score -622006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -622006.812500 Penalty: 2760.592041
	Iteration 66Q: 3 clusters Score -622006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -622008.000000 Penalty: 2760.592041
	Iteration 67Q: 3 clusters Score -622008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -622008.312500 Penalty: 2760.592041
	Iteration 68Q: 3 clusters Score -622008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -622009.187500 Penalty: 2760.592041
	Iteration 69Q: 3 clusters Score -622009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -622009.187500 Penalty: 2760.592041
	Iteration 70F: 3 clusters Score -622009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244629.500000 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244629.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -245121.359375 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245121.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -245254.234375 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245254.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -245376.187500 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -245376.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245473.687500 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245473.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -245553.484375 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245553.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -245620.828125 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245620.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245664.296875 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245664.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -245695.671875 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245695.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -245721.843750 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245721.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -245743.406250 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -245754.140625 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245754.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -245768.484375 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245768.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -245777.906250 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -245789.812500 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245789.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -245806.109375 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245806.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -245821.984375 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -245832.015625 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245836.703125 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245840.000000 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245844.890625 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245847.140625 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245848.968750 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245849.687500 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245851.500000 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245852.953125 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -245855.484375 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -245855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -245856.515625 Penalty: 2453.964844
	Iteration 27Q: 3 clusters Score -245856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -245857.000000 Penalty: 2453.964844
	Iteration 28Q: 3 clusters Score -245857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -245857.718750 Penalty: 2453.964844
	Iteration 29Q: 3 clusters Score -245857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -245857.718750 Penalty: 2453.964844
	Iteration 30F: 3 clusters Score -245857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 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 179 members 
Entering Unmasked Estep 
Score: -18074.146484 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18074.15 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18267.371094 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18267.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18350.451172 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18350.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18430.162109 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -18430.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18485.134766 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18485.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18513.896484 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18525.839844 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18525.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18537.484375 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18537.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18546.179688 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -18546.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18562.289062 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18562.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18588.923828 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -18588.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18628.169922 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -18628.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18662.666016 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -18662.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18720.273438 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -18720.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18762.796875 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -18762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18766.404297 Penalty: 1924.512939
	Iteration 15Q: 3 clusters Score -18766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18769.607422 Penalty: 1924.512939
	Iteration 16Q: 3 clusters Score -18769.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18780.201172 Penalty: 1924.512939
	Iteration 17Q: 3 clusters Score -18780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18796.318359 Penalty: 1924.512939
	Iteration 18Q: 3 clusters Score -18796.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18800.433594 Penalty: 1924.512939
	Iteration 19Q: 3 clusters Score -18800.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18805.550781 Penalty: 1924.512939
	Iteration 20F: 3 clusters Score -18805.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18808.458984 Penalty: 1924.512939
	Iteration 21Q: 3 clusters Score -18808.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18808.458984 Penalty: 1924.512939
	Iteration 22F: 3 clusters Score -18808.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193376.796875 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193376.8 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 733 members 
Entering Unmasked Estep 
Score: -191626.812500 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191626.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191980.843750 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191980.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -192083.078125 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192083.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -192136.250000 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -192136.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192189.593750 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192189.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192227.031250 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192260.593750 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192290.859375 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192290.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -192314.250000 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192314.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192337.546875 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192337.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192357.437500 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -192365.640625 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -192372.593750 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -192378.515625 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192382.250000 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192386.328125 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -192392.265625 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -192392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -192398.015625 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -192398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -192400.468750 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -192400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -192403.531250 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -192403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -192408.656250 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -192408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -192411.359375 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -192411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192411.593750 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -192411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192411.593750 Penalty: 2370.451904
	Iteration 23F: 3 clusters Score -192411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -731699.750000 Penalty: 1394.825684
	Iteration 0F: 2 clusters Score -731699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -727488.812500 Penalty: 2789.651367
	Iteration 0F: 3 clusters Score -727488.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -728603.062500 Penalty: 2789.651367
	Iteration 1F: 3 clusters Score -728603.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -728758.375000 Penalty: 2789.651367
	Iteration 2F: 3 clusters Score -728758.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -728887.687500 Penalty: 2789.651367
	Iteration 3Q: 3 clusters Score -728887.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -728980.187500 Penalty: 2789.651367
	Iteration 4Q: 3 clusters Score -728980.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -729064.062500 Penalty: 2789.651367
	Iteration 5Q: 3 clusters Score -729064.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -729138.875000 Penalty: 2789.651367
	Iteration 6Q: 3 clusters Score -729138.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -729222.875000 Penalty: 2789.651367
	Iteration 7Q: 3 clusters Score -729222.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -729306.750000 Penalty: 2789.651367
	Iteration 8Q: 3 clusters Score -729306.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -729388.750000 Penalty: 2789.651367
	Iteration 9Q: 3 clusters Score -729388.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -729476.875000 Penalty: 2789.651367
	Iteration 10Q: 3 clusters Score -729476.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -729583.000000 Penalty: 2789.651367
	Iteration 11Q: 3 clusters Score -729583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -729696.187500 Penalty: 2789.651367
	Iteration 12Q: 3 clusters Score -729696.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -729810.000000 Penalty: 2789.651367
	Iteration 13Q: 3 clusters Score -729810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -729932.375000 Penalty: 2789.651367
	Iteration 14Q: 3 clusters Score -729932.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -730038.437500 Penalty: 2789.651367
	Iteration 15Q: 3 clusters Score -730038.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -730139.687500 Penalty: 2789.651367
	Iteration 16Q: 3 clusters Score -730139.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -730236.937500 Penalty: 2789.651367
	Iteration 17Q: 3 clusters Score -730236.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -730348.812500 Penalty: 2789.651367
	Iteration 18Q: 3 clusters Score -730348.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -730425.375000 Penalty: 2789.651367
	Iteration 19Q: 3 clusters Score -730425.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -730498.187500 Penalty: 2789.651367
	Iteration 20F: 3 clusters Score -730498.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -730558.375000 Penalty: 2789.651367
	Iteration 21Q: 3 clusters Score -730558.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -730602.937500 Penalty: 2789.651367
	Iteration 22Q: 3 clusters Score -730602.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -730625.812500 Penalty: 2789.651367
	Iteration 23Q: 3 clusters Score -730625.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -730635.437500 Penalty: 2789.651367
	Iteration 24Q: 3 clusters Score -730635.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -730646.187500 Penalty: 2789.651367
	Iteration 25Q: 3 clusters Score -730646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -730649.000000 Penalty: 2789.651367
	Iteration 26Q: 3 clusters Score -730649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -730649.937500 Penalty: 2789.651367
	Iteration 27Q: 3 clusters Score -730649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -730651.312500 Penalty: 2789.651367
	Iteration 28Q: 3 clusters Score -730651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -730652.437500 Penalty: 2789.651367
	Iteration 29Q: 3 clusters Score -730652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -730652.812500 Penalty: 2789.651367
	Iteration 30Q: 3 clusters Score -730652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -730653.312500 Penalty: 2789.651367
	Iteration 31Q: 3 clusters Score -730653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -730653.625000 Penalty: 2789.651367
	Iteration 32Q: 3 clusters Score -730653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -730653.625000 Penalty: 2789.651367
	Iteration 33F: 3 clusters Score -730653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -189553.875000 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -189553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187833.875000 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -187833.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188220.531250 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -188220.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188340.078125 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -188340.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188429.843750 Penalty: 2373.311279
	Iteration 3Q: 3 clusters Score -188429.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188472.453125 Penalty: 2373.311279
	Iteration 4Q: 3 clusters Score -188472.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188503.250000 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -188503.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188534.500000 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -188534.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188557.578125 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -188557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188574.390625 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -188574.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188589.796875 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -188589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188614.406250 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -188614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188647.312500 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -188647.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188679.312500 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -188679.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -188733.937500 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -188733.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188802.375000 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -188802.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188885.781250 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -188885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188959.984375 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -188960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189031.765625 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -189031.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189093.015625 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -189093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -189136.406250 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -189136.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -189166.984375 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -189167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -189196.328125 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -189196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -189209.937500 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -189209.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -189234.484375 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -189234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -189269.234375 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -189269.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -189355.812500 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -189355.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -189411.234375 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -189411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -189433.421875 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -189433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -189443.062500 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -189443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189445.187500 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -189445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189445.187500 Penalty: 2373.311279
	Iteration 30F: 3 clusters Score -189445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Entering Unmasked Estep 
Score: -1749010.625000 Penalty: 1544.699341
	Iteration 0F: 2 clusters Score -1749011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1739592.000000 Penalty: 3089.398682
	Iteration 0F: 3 clusters Score -1739592 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1742917.125000 Penalty: 3089.398682
	Iteration 1F: 3 clusters Score -1742917 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1743310.625000 Penalty: 3089.398682
	Iteration 2F: 3 clusters Score -1743311 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1743690.125000 Penalty: 3089.398682
	Iteration 3F: 3 clusters Score -1743690 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1744046.625000 Penalty: 3089.398682
	Iteration 4F: 3 clusters Score -1744047 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1744371.875000 Penalty: 3089.398682
	Iteration 5Q: 3 clusters Score -1744372 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1744702.000000 Penalty: 3089.398682
	Iteration 6Q: 3 clusters Score -1744702 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1745065.750000 Penalty: 3089.398682
	Iteration 7Q: 3 clusters Score -1745066 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1745437.750000 Penalty: 3089.398682
	Iteration 8Q: 3 clusters Score -1745438 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1745770.500000 Penalty: 3089.398682
	Iteration 9Q: 3 clusters Score -1745770 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1746030.750000 Penalty: 3089.398682
	Iteration 10Q: 3 clusters Score -1746031 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1746220.875000 Penalty: 3089.398682
	Iteration 11Q: 3 clusters Score -1746221 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1746334.250000 Penalty: 3089.398682
	Iteration 12Q: 3 clusters Score -1746334 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1746429.750000 Penalty: 3089.398682
	Iteration 13Q: 3 clusters Score -1746430 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1746506.625000 Penalty: 3089.398682
	Iteration 14Q: 3 clusters Score -1746507 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1746564.125000 Penalty: 3089.398682
	Iteration 15Q: 3 clusters Score -1746564 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1746611.125000 Penalty: 3089.398682
	Iteration 16Q: 3 clusters Score -1746611 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1746647.500000 Penalty: 3089.398682
	Iteration 17Q: 3 clusters Score -1746648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1746673.250000 Penalty: 3089.398682
	Iteration 18Q: 3 clusters Score -1746673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1746694.500000 Penalty: 3089.398682
	Iteration 19Q: 3 clusters Score -1746694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1746702.000000 Penalty: 3089.398682
	Iteration 20F: 3 clusters Score -1746702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1746710.500000 Penalty: 3089.398682
	Iteration 21Q: 3 clusters Score -1746710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1746715.500000 Penalty: 3089.398682
	Iteration 22Q: 3 clusters Score -1746716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1746724.500000 Penalty: 3089.398682
	Iteration 23Q: 3 clusters Score -1746724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1746721.125000 Penalty: 3089.398682
	Iteration 24Q: 3 clusters Score -1746721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1746730.500000 Penalty: 3089.398682
	Iteration 25Q: 3 clusters Score -1746730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1746734.375000 Penalty: 3089.398682
	Iteration 26Q: 3 clusters Score -1746734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1746733.750000 Penalty: 3089.398682
	Iteration 27Q: 3 clusters Score -1746734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1746739.500000 Penalty: 3089.398682
	Iteration 28Q: 3 clusters Score -1746740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1746739.375000 Penalty: 3089.398682
	Iteration 29Q: 3 clusters Score -1746739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1746738.250000 Penalty: 3089.398682
	Iteration 30Q: 3 clusters Score -1746738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1746742.750000 Penalty: 3089.398682
	Iteration 31Q: 3 clusters Score -1746743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1746744.625000 Penalty: 3089.398682
	Iteration 32Q: 3 clusters Score -1746745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1746750.625000 Penalty: 3089.398682
	Iteration 33Q: 3 clusters Score -1746751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1746752.000000 Penalty: 3089.398682
	Iteration 34Q: 3 clusters Score -1746752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1746756.250000 Penalty: 3089.398682
	Iteration 35Q: 3 clusters Score -1746756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1746759.125000 Penalty: 3089.398682
	Iteration 36Q: 3 clusters Score -1746759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1746757.000000 Penalty: 3089.398682
	Iteration 37Q: 3 clusters Score -1746757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1746763.500000 Penalty: 3089.398682
	Iteration 38Q: 3 clusters Score -1746764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1746765.625000 Penalty: 3089.398682
	Iteration 39Q: 3 clusters Score -1746766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1746771.375000 Penalty: 3089.398682
	Iteration 40F: 3 clusters Score -1746771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1746773.250000 Penalty: 3089.398682
	Iteration 41Q: 3 clusters Score -1746773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1746776.500000 Penalty: 3089.398682
	Iteration 42Q: 3 clusters Score -1746776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1746774.500000 Penalty: 3089.398682
	Iteration 43Q: 3 clusters Score -1746774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1746777.875000 Penalty: 3089.398682
	Iteration 44Q: 3 clusters Score -1746778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1746786.500000 Penalty: 3089.398682
	Iteration 45Q: 3 clusters Score -1746786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1746783.875000 Penalty: 3089.398682
	Iteration 46Q: 3 clusters Score -1746784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1746786.000000 Penalty: 3089.398682
	Iteration 47Q: 3 clusters Score -1746786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1746787.875000 Penalty: 3089.398682
	Iteration 48Q: 3 clusters Score -1746788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1746785.375000 Penalty: 3089.398682
	Iteration 49Q: 3 clusters Score -1746785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1746789.625000 Penalty: 3089.398682
	Iteration 50Q: 3 clusters Score -1746790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1746789.625000 Penalty: 3089.398682
	Iteration 51Q: 3 clusters Score -1746790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1746790.875000 Penalty: 3089.398682
	Iteration 52Q: 3 clusters Score -1746791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1746798.875000 Penalty: 3089.398682
	Iteration 53Q: 3 clusters Score -1746799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1746801.625000 Penalty: 3089.398682
	Iteration 54Q: 3 clusters Score -1746802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1746804.250000 Penalty: 3089.398682
	Iteration 55Q: 3 clusters Score -1746804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1746811.125000 Penalty: 3089.398682
	Iteration 56Q: 3 clusters Score -1746811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1746820.750000 Penalty: 3089.398682
	Iteration 57Q: 3 clusters Score -1746821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1746824.125000 Penalty: 3089.398682
	Iteration 58Q: 3 clusters Score -1746824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1746837.125000 Penalty: 3089.398682
	Iteration 59Q: 3 clusters Score -1746837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1746845.625000 Penalty: 3089.398682
	Iteration 60F: 3 clusters Score -1746846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1746862.250000 Penalty: 3089.398682
	Iteration 61Q: 3 clusters Score -1746862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1746870.875000 Penalty: 3089.398682
	Iteration 62Q: 3 clusters Score -1746871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1746889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1746902.250000 Penalty: 3089.398682
	Iteration 64Q: 3 clusters Score -1746902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1746921.000000 Penalty: 3089.398682
	Iteration 65Q: 3 clusters Score -1746921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1746936.625000 Penalty: 3089.398682
	Iteration 66Q: 3 clusters Score -1746937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1746947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1746966.875000 Penalty: 3089.398682
	Iteration 68Q: 3 clusters Score -1746967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1746975.250000 Penalty: 3089.398682
	Iteration 69Q: 3 clusters Score -1746975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1746988.250000 Penalty: 3089.398682
	Iteration 70Q: 3 clusters Score -1746988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1747007.625000 Penalty: 3089.398682
	Iteration 71Q: 3 clusters Score -1747008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1747033.500000 Penalty: 3089.398682
	Iteration 72Q: 3 clusters Score -1747034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1747053.625000 Penalty: 3089.398682
	Iteration 73Q: 3 clusters Score -1747054 nChanged 102
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Mstep: Class 1 contains 7398 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1747078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1747112 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1747148.250000 Penalty: 3089.398682
	Iteration 76Q: 3 clusters Score -1747148 nChanged 126
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1747184.000000 Penalty: 3089.398682
	Iteration 77Q: 3 clusters Score -1747184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1747223.375000 Penalty: 3089.398682
	Iteration 78Q: 3 clusters Score -1747223 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1747257.000000 Penalty: 3089.398682
	Iteration 79Q: 3 clusters Score -1747257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1747292.250000 Penalty: 3089.398682
	Iteration 80F: 3 clusters Score -1747292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1747328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1747362.625000 Penalty: 3089.398682
	Iteration 82Q: 3 clusters Score -1747363 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1747398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1747439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1747498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1747566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1747645.000000 Penalty: 3089.398682
	Iteration 87Q: 3 clusters Score -1747645 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1747734.125000 Penalty: 3089.398682
	Iteration 88Q: 3 clusters Score -1747734 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1747812 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1747866 nChanged 133
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Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1747904.000000 Penalty: 3089.398682
	Iteration 91Q: 3 clusters Score -1747904 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1747936 nChanged 109
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1747967 nChanged 99
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Mstep: Class 1 contains 8026 members 
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	Iteration 94Q: 3 clusters Score -1747997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1748004.625000 Penalty: 3089.398682
	Iteration 95Q: 3 clusters Score -1748005 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1748014.500000 Penalty: 3089.398682
	Iteration 96Q: 3 clusters Score -1748014 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1748018 nChanged 39
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1748019.875000 Penalty: 3089.398682
	Iteration 98Q: 3 clusters Score -1748020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1748029.750000 Penalty: 3089.398682
	Iteration 99Q: 3 clusters Score -1748030 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1748028.875000 Penalty: 3089.398682
	Iteration 100F: 3 clusters Score -1748029 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8080 members 
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Entering Unmasked Estep 
Score: -1748031.875000 Penalty: 3089.398682
	Iteration 101Q: 3 clusters Score -1748032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1748031.500000 Penalty: 3089.398682
	Iteration 102Q: 3 clusters Score -1748032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1748037.875000 Penalty: 3089.398682
	Iteration 103Q: 3 clusters Score -1748038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1748035.250000 Penalty: 3089.398682
	Iteration 104Q: 3 clusters Score -1748035 nChanged 10
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Mstep: Class 1 contains 8097 members 
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Entering Unmasked Estep 
Score: -1748038.625000 Penalty: 3089.398682
	Iteration 105Q: 3 clusters Score -1748039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1748044.500000 Penalty: 3089.398682
	Iteration 106Q: 3 clusters Score -1748044 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1748044 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1748046 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1748047 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1748049 nChanged 11
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1748052.000000 Penalty: 3089.398682
	Iteration 111Q: 3 clusters Score -1748052 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1748051.500000 Penalty: 3089.398682
	Iteration 112Q: 3 clusters Score -1748052 nChanged 11
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1748058 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1748052.625000 Penalty: 3089.398682
	Iteration 114Q: 3 clusters Score -1748053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1748054.625000 Penalty: 3089.398682
	Iteration 115Q: 3 clusters Score -1748055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1748057.250000 Penalty: 3089.398682
	Iteration 116Q: 3 clusters Score -1748057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1748057.500000 Penalty: 3089.398682
	Iteration 117Q: 3 clusters Score -1748058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1748055.625000 Penalty: 3089.398682
	Iteration 118Q: 3 clusters Score -1748056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1748057.000000 Penalty: 3089.398682
	Iteration 119Q: 3 clusters Score -1748057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1748055.000000 Penalty: 3089.398682
	Iteration 120F: 3 clusters Score -1748055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1748055.500000 Penalty: 3089.398682
	Iteration 121Q: 3 clusters Score -1748056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1748054.000000 Penalty: 3089.398682
	Iteration 122Q: 3 clusters Score -1748054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1748054.000000 Penalty: 3089.398682
	Iteration 123F: 3 clusters Score -1748054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47778.601562 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47778.6 nChanged 147
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: -48071.523438 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48071.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48245.089844 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48245.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48373.484375 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48373.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48521.496094 Penalty: 2039.909058
	Iteration 4F: 3 clusters Score -48521.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48655.273438 Penalty: 2039.909058
	Iteration 5F: 3 clusters Score -48655.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48769.031250 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -48769.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48885.101562 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -48885.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49040.847656 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -49040.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49107.015625 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -49107.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49120.210938 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -49120.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49136.121094 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -49136.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49160.097656 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -49160.1 nChanged 2
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: -49170.449219 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -49170.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49175.128906 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -49175.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49176.816406 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -49176.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49177.828125 Penalty: 2039.909058
	Iteration 16F: 3 clusters Score -49177.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49193.691406 Penalty: 2039.909058
	Iteration 17Q: 3 clusters Score -49193.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49193.691406 Penalty: 2039.909058
	Iteration 18F: 3 clusters Score -49193.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 298 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Mstep: Class 74 contains 234 members 
Entering Unmasked Estep 
Score: -68999328.000000 Penalty: 158513.796875
Splitting cluster 47 changes total score from -69000024.000000 to -68999328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -413787.250000 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -413787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -410980.156250 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -410980.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -411806.437500 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -411806.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -412098.125000 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -412098.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -412276.000000 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -412276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -412397.625000 Penalty: 2620.290771
	Iteration 4F: 3 clusters Score -412397.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -412485.875000 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -412485.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -412553.562500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -412553.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -412591.750000 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -412591.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -412614.968750 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -412615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -412632.843750 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -412632.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -412643.156250 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -412643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -412650.750000 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -412650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -412654.843750 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -412654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -412659.312500 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -412659.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -412664.500000 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -412664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -412666.406250 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -412666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -412671.125000 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -412671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -412673.250000 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -412673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -412676.437500 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -412676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -412678.406250 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -412678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -412678.656250 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -412678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -412678.125000 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -412678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -412678.125000 Penalty: 2620.290771
	Iteration 22F: 3 clusters Score -412678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62526.128906 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62526.13 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62773.179688 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62773.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62837.300781 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62837.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62865.031250 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62865.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62882.792969 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62882.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62901.113281 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62901.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62908.785156 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62908.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62909.359375 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62909.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62909.851562 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -62909.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62909.851562 Penalty: 1998.945923
	Iteration 9F: 3 clusters Score -62909.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -320505.656250 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -320505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318143.406250 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -318143.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318715.187500 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -318715.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -318841.906250 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -318841.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -318929.468750 Penalty: 2535.319092
	Iteration 3F: 3 clusters Score -318929.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319007.531250 Penalty: 2535.319092
	Iteration 4Q: 3 clusters Score -319007.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -319065.375000 Penalty: 2535.319092
	Iteration 5Q: 3 clusters Score -319065.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -319105.031250 Penalty: 2535.319092
	Iteration 6Q: 3 clusters Score -319105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -319136.968750 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -319137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -319166.125000 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -319166.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -319193.343750 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -319193.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -319216.000000 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -319216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -319241.437500 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -319241.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -319261.906250 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -319261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319276.906250 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -319276.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -319291.125000 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -319291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -319309.468750 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -319309.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -319324.156250 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -319324.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -319341.625000 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -319341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -319352.156250 Penalty: 2535.319092
	Iteration 18Q: 3 clusters Score -319352.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -319365.468750 Penalty: 2535.319092
	Iteration 19Q: 3 clusters Score -319365.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -319379.937500 Penalty: 2535.319092
	Iteration 20F: 3 clusters Score -319379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -319393.406250 Penalty: 2535.319092
	Iteration 21Q: 3 clusters Score -319393.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -319405.062500 Penalty: 2535.319092
	Iteration 22Q: 3 clusters Score -319405.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -319417.906250 Penalty: 2535.319092
	Iteration 23Q: 3 clusters Score -319417.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -319426.062500 Penalty: 2535.319092
	Iteration 24Q: 3 clusters Score -319426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -319433.343750 Penalty: 2535.319092
	Iteration 25Q: 3 clusters Score -319433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -319440.000000 Penalty: 2535.319092
	Iteration 26Q: 3 clusters Score -319440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -319443.468750 Penalty: 2535.319092
	Iteration 27Q: 3 clusters Score -319443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -319446.468750 Penalty: 2535.319092
	Iteration 28Q: 3 clusters Score -319446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -319448.406250 Penalty: 2535.319092
	Iteration 29Q: 3 clusters Score -319448.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -319451.562500 Penalty: 2535.319092
	Iteration 30Q: 3 clusters Score -319451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -319452.875000 Penalty: 2535.319092
	Iteration 31Q: 3 clusters Score -319452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -319454.093750 Penalty: 2535.319092
	Iteration 32Q: 3 clusters Score -319454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -319455.156250 Penalty: 2535.319092
	Iteration 33Q: 3 clusters Score -319455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -319455.218750 Penalty: 2535.319092
	Iteration 34Q: 3 clusters Score -319455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -319455.906250 Penalty: 2535.319092
	Iteration 35Q: 3 clusters Score -319455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -319456.281250 Penalty: 2535.319092
	Iteration 36Q: 3 clusters Score -319456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -319456.218750 Penalty: 2535.319092
	Iteration 37Q: 3 clusters Score -319456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -319456.218750 Penalty: 2535.319092
	Iteration 38F: 3 clusters Score -319456.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -149368.437500 Penalty: 1163.637451
	Iteration 0F: 2 clusters Score -149368.4 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 630 members 
Entering Unmasked Estep 
Score: -147755.531250 Penalty: 2327.274902
	Iteration 0F: 3 clusters Score -147755.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148159.265625 Penalty: 2327.274902
	Iteration 1F: 3 clusters Score -148159.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148307.687500 Penalty: 2327.274902
	Iteration 2F: 3 clusters Score -148307.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148410.218750 Penalty: 2327.274902
	Iteration 3F: 3 clusters Score -148410.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148482.906250 Penalty: 2327.274902
	Iteration 4Q: 3 clusters Score -148482.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148529.015625 Penalty: 2327.274902
	Iteration 5Q: 3 clusters Score -148529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148575.312500 Penalty: 2327.274902
	Iteration 6Q: 3 clusters Score -148575.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148619.734375 Penalty: 2327.274902
	Iteration 7Q: 3 clusters Score -148619.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148660.062500 Penalty: 2327.274902
	Iteration 8Q: 3 clusters Score -148660.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148718.156250 Penalty: 2327.274902
	Iteration 9Q: 3 clusters Score -148718.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148766.109375 Penalty: 2327.274902
	Iteration 10Q: 3 clusters Score -148766.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148795.406250 Penalty: 2327.274902
	Iteration 11Q: 3 clusters Score -148795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148832.843750 Penalty: 2327.274902
	Iteration 12Q: 3 clusters Score -148832.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148887.109375 Penalty: 2327.274902
	Iteration 13Q: 3 clusters Score -148887.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148956.328125 Penalty: 2327.274902
	Iteration 14Q: 3 clusters Score -148956.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149035.812500 Penalty: 2327.274902
	Iteration 15Q: 3 clusters Score -149035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149095.671875 Penalty: 2327.274902
	Iteration 16Q: 3 clusters Score -149095.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -149113.156250 Penalty: 2327.274902
	Iteration 17Q: 3 clusters Score -149113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149125.343750 Penalty: 2327.274902
	Iteration 18Q: 3 clusters Score -149125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149133.531250 Penalty: 2327.274902
	Iteration 19Q: 3 clusters Score -149133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -149137.171875 Penalty: 2327.274902
	Iteration 20F: 3 clusters Score -149137.2 nChanged 4
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: -149140.937500 Penalty: 2327.274902
	Iteration 21Q: 3 clusters Score -149140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149142.906250 Penalty: 2327.274902
	Iteration 22Q: 3 clusters Score -149142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149143.906250 Penalty: 2327.274902
	Iteration 23Q: 3 clusters Score -149143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149143.906250 Penalty: 2327.274902
	Iteration 24F: 3 clusters Score -149143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68897.890625 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68897.89 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69089.625000 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69089.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69137.804688 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69173.500000 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69173.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69199.359375 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69199.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69220.750000 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69220.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69238.593750 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69238.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69247.039062 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69247.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69256.304688 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69262.250000 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69262.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69267.953125 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -69267.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69268.351562 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -69268.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69268.703125 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -69268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69268.703125 Penalty: 2057.159424
	Iteration 13F: 3 clusters Score -69268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372292.906250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372292.9 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 1478 members 
Entering Unmasked Estep 
Score: -369633.500000 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369633.5 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -370254.343750 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370254.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370418.062500 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370418.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370520.781250 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370520.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -370591.500000 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -370591.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370638.750000 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370638.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370677.562500 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370677.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -370714.062500 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370714.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370750.281250 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370750.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -370786.250000 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370786.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -370820.750000 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -370820.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -370855.750000 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -370855.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -370885.218750 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -370885.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -370909.281250 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -370909.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -370929.875000 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -370929.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -370949.312500 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -370949.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -370965.562500 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -370965.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370983.375000 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -370983.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -371003.343750 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -371003.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -371019.906250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -371019.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -371031.812500 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -371031.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -371046.281250 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -371046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -371058.937500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -371058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -371074.687500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -371074.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -371086.343750 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -371086.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -371094.187500 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -371094.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -371100.312500 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -371100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -371104.781250 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -371104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -371106.750000 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -371106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -371107.781250 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -371107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -371108.468750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -371108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -371108.281250 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -371108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -371108.281250 Penalty: 2592.281982
	Iteration 32F: 3 clusters Score -371108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -186396.546875 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -186396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -184684.593750 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -184684.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185010.250000 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -185010.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185103.500000 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -185103.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -185149.718750 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -185149.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -185188.546875 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -185188.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185216.781250 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -185216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -185235.328125 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -185235.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -185250.250000 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -185250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185264.859375 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -185264.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -185278.312500 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -185278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185285.703125 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -185285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185289.156250 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -185289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185293.390625 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -185293.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185296.921875 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -185296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185298.000000 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -185298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185298.953125 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -185299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -185301.546875 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -185301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185304.343750 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -185304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -185306.875000 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -185306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -185308.718750 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -185308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185309.328125 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -185309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185309.546875 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -185309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185309.546875 Penalty: 2356.687256
	Iteration 22F: 3 clusters Score -185309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -735670.125000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -735670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -731305.937500 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -731305.9 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -732595.687500 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -732595.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -732840.250000 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -732840.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -733015.562500 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -733015.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -733164.750000 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -733164.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -733336.875000 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -733336.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -733543.000000 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -733543 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -733790.687500 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -733790.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -734021.000000 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -734021 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -734219.250000 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -734219.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -734369.187500 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -734369.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -734475.062500 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -734475.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -734543.937500 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -734543.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -734591.562500 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -734591.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -734631.125000 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -734631.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -734652.687500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -734652.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -734668.812500 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -734668.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -734677.000000 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -734677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -734686.750000 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -734686.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -734694.500000 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -734694.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -734704.375000 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -734704.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -734717.125000 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -734717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -734728.375000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -734728.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -734744.687500 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -734744.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -734765.000000 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -734765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -734796.187500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -734796.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -734843.500000 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -734843.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -734921.625000 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -734921.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -735021.312500 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -735021.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -735129.500000 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -735129.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -735216.437500 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -735216.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -735284.437500 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -735284.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -735351.125000 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -735351.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -735444.312500 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -735444.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -735574.562500 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -735574.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -735688.187500 Penalty: 2804.105957
	Iteration 35Q: 3 clusters Score -735688.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -735786.562500 Penalty: 2804.105957
	Iteration 36Q: 3 clusters Score -735786.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -735838.187500 Penalty: 2804.105957
	Iteration 37Q: 3 clusters Score -735838.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -735855.625000 Penalty: 2804.105957
	Iteration 38Q: 3 clusters Score -735855.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -735863.812500 Penalty: 2804.105957
	Iteration 39Q: 3 clusters Score -735863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -735867.625000 Penalty: 2804.105957
	Iteration 40F: 3 clusters Score -735867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -735871.062500 Penalty: 2804.105957
	Iteration 41Q: 3 clusters Score -735871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -735871.625000 Penalty: 2804.105957
	Iteration 42Q: 3 clusters Score -735871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -735873.750000 Penalty: 2804.105957
	Iteration 43Q: 3 clusters Score -735873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -735876.750000 Penalty: 2804.105957
	Iteration 44Q: 3 clusters Score -735876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -735878.437500 Penalty: 2804.105957
	Iteration 45Q: 3 clusters Score -735878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -735881.187500 Penalty: 2804.105957
	Iteration 46Q: 3 clusters Score -735881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -735882.687500 Penalty: 2804.105957
	Iteration 47Q: 3 clusters Score -735882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -735882.375000 Penalty: 2804.105957
	Iteration 48Q: 3 clusters Score -735882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -735882.000000 Penalty: 2804.105957
	Iteration 49Q: 3 clusters Score -735882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -735883.937500 Penalty: 2804.105957
	Iteration 50Q: 3 clusters Score -735883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -735883.937500 Penalty: 2804.105957
	Iteration 51F: 3 clusters Score -735883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 2121 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Mstep: Class 74 contains 3465 members 
Entering Unmasked Estep 
Score: -68999496.000000 Penalty: 158513.796875
Splitting cluster 55 changes total score from -69000024.000000 to -68999496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 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 362 members 
Entering Unmasked Estep 
Score: -92280.453125 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92280.45 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92478.226562 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92478.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92542.078125 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92542.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92573.195312 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92573.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92603.015625 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92603.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92619.648438 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92619.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92630.812500 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92630.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92640.757812 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92640.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92647.382812 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92647.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92654.437500 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92654.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92658.726562 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92658.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92659.429688 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92659.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92659.429688 Penalty: 2142.293945
	Iteration 12F: 3 clusters Score -92659.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81145.414062 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81145.41 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81346.507812 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81346.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81403.804688 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81403.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81452.695312 Penalty: 2105.016113
	Iteration 3Q: 3 clusters Score -81452.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81479.648438 Penalty: 2105.016113
	Iteration 4Q: 3 clusters Score -81479.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81505.570312 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81505.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81516.992188 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81516.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81531.625000 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81531.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81545.210938 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81545.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81558.843750 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81558.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81587.593750 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81587.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81617.726562 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81617.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81645.476562 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81645.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81661.734375 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81661.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81687.257812 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81687.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81718.843750 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81718.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81734.914062 Penalty: 2105.016113
	Iteration 16Q: 3 clusters Score -81734.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81752.578125 Penalty: 2105.016113
	Iteration 17Q: 3 clusters Score -81752.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81766.539062 Penalty: 2105.016113
	Iteration 18Q: 3 clusters Score -81766.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81785.226562 Penalty: 2105.016113
	Iteration 19Q: 3 clusters Score -81785.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81793.750000 Penalty: 2105.016113
	Iteration 20F: 3 clusters Score -81793.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81801.914062 Penalty: 2105.016113
	Iteration 21Q: 3 clusters Score -81801.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81803.882812 Penalty: 2105.016113
	Iteration 22Q: 3 clusters Score -81803.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81803.882812 Penalty: 2105.016113
	Iteration 23F: 3 clusters Score -81803.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -604685.062500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604685.1 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -605538.250000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605538.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -605715.125000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605715.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -605816.500000 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -605816.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -605874.375000 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605874.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -605920.187500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605920.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -605953.312500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -605953.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -605970.937500 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -605970.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -605989.625000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -605989.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -606006.937500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606006.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -606024.062500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606024.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -606036.437500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606036.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -606047.812500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606047.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -606062.375000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606062.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -606076.875000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606076.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -606092.062500 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606092.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -606105.750000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606105.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -606120.000000 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -606120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -606138.250000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -606138.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -606170.812500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -606170.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -606202.375000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -606202.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -606228.500000 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -606228.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -606257.812500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -606257.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -606289.437500 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -606289.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -606347.250000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -606347.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -606412.937500 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -606412.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -606468.687500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -606468.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -606514.312500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -606514.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -606555.625000 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -606555.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -606599.187500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -606599.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -606625.375000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -606625.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -606668.437500 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -606668.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -606736.125000 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -606736.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -606792.000000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -606792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -606838.375000 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -606838.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -606894.250000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -606894.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -606969.750000 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -606969.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -607035.625000 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -607035.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -607092.562500 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -607092.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -607160.750000 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -607160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -607208.937500 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -607208.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -607245.000000 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -607245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -607285.625000 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -607285.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -607316.750000 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -607316.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -607342.812500 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -607342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -607358.125000 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -607358.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -607371.000000 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -607371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -607378.062500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -607378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -607384.625000 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -607384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -607389.500000 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -607389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -607392.750000 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -607392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -607395.875000 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -607395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -607400.625000 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -607400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -607405.687500 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -607405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -607414.125000 Penalty: 2676.061279
	Iteration 54Q: 3 clusters Score -607414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -607423.187500 Penalty: 2676.061279
	Iteration 55Q: 3 clusters Score -607423.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -607432.000000 Penalty: 2676.061279
	Iteration 56Q: 3 clusters Score -607432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -607437.437500 Penalty: 2676.061279
	Iteration 57Q: 3 clusters Score -607437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -607442.437500 Penalty: 2676.061279
	Iteration 58Q: 3 clusters Score -607442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -607445.250000 Penalty: 2676.061279
	Iteration 59Q: 3 clusters Score -607445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -607445.187500 Penalty: 2676.061279
	Iteration 60F: 3 clusters Score -607445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -607445.500000 Penalty: 2676.061279
	Iteration 61Q: 3 clusters Score -607445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -607445.500000 Penalty: 2676.061279
	Iteration 62F: 3 clusters Score -607445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -334369.375000 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334369.4 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -334954.468750 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334954.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -335089.281250 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335089.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -335173.562500 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -335173.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -335257.500000 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335257.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -335344.875000 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335344.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -335446.250000 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335446.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335539.687500 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335539.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335646.093750 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335646.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -335730.500000 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335730.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -335806.593750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335806.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -335857.687500 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335857.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -335897.000000 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -335918.468750 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335918.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -335935.343750 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335935.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -335949.500000 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335949.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335961.906250 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -335961.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -335973.437500 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -335973.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335986.718750 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -335986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -335993.968750 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -335994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -336001.781250 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -336001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -336006.500000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -336006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -336011.531250 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -336011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -336016.656250 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -336016.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -336020.531250 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -336020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -336022.968750 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -336023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -336025.375000 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -336025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -336027.625000 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -336027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -336029.625000 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -336029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -336031.375000 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -336031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -336032.218750 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -336032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -336032.218750 Penalty: 2547.845947
	Iteration 31F: 3 clusters Score -336032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -127323.898438 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -127323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125802.593750 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -125802.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126234.648438 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -126234.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126417.820312 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -126417.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126535.265625 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -126535.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -126630.632812 Penalty: 2284.165527
	Iteration 4F: 3 clusters Score -126630.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126674.742188 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -126674.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126708.054688 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -126708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126743.015625 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -126743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126757.406250 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -126757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126767.664062 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -126767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126771.835938 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -126771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126775.710938 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -126775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126778.890625 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -126778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126780.453125 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -126780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126782.390625 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -126782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126785.453125 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -126785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126787.046875 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -126787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126787.617188 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -126787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126788.375000 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -126788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126790.023438 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -126790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126790.023438 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -126790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 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 199 members 
Entering Unmasked Estep 
Score: -46573.546875 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46573.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46721.320312 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46721.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46776.843750 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -46776.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46792.753906 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46792.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46824.964844 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46824.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46841.992188 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46841.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46853.671875 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46853.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46857.421875 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -46857.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46862.035156 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -46862.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46862.519531 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -46862.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46862.519531 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -46862.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -367566.718750 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -367566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364934.656250 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -364934.7 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -365561.562500 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -365561.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -365710.500000 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -365710.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -365822.562500 Penalty: 2588.576660
	Iteration 3F: 3 clusters Score -365822.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -365882.093750 Penalty: 2588.576660
	Iteration 4Q: 3 clusters Score -365882.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -365916.093750 Penalty: 2588.576660
	Iteration 5Q: 3 clusters Score -365916.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -365940.093750 Penalty: 2588.576660
	Iteration 6Q: 3 clusters Score -365940.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -365958.468750 Penalty: 2588.576660
	Iteration 7Q: 3 clusters Score -365958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -365973.468750 Penalty: 2588.576660
	Iteration 8Q: 3 clusters Score -365973.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365984.375000 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -365984.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -365990.718750 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -365990.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365998.531250 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -365998.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366002.031250 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -366002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366009.375000 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -366009.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366013.531250 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -366013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366019.281250 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -366019.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366025.656250 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -366025.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366032.781250 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -366032.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366039.500000 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -366039.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -366052.937500 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -366052.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366063.031250 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -366063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366068.750000 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -366068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366076.468750 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -366076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -366085.593750 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -366085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366095.062500 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -366095.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -366107.656250 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -366107.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -366125.375000 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -366125.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -366148.375000 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -366148.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -366167.781250 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -366167.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -366191.062500 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -366191.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -366204.468750 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -366204.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -366220.906250 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -366220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366232.937500 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -366232.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -366245.687500 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -366245.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366263.000000 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -366263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -366277.250000 Penalty: 2588.576660
	Iteration 35Q: 3 clusters Score -366277.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -366290.687500 Penalty: 2588.576660
	Iteration 36Q: 3 clusters Score -366290.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -366306.250000 Penalty: 2588.576660
	Iteration 37Q: 3 clusters Score -366306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -366318.343750 Penalty: 2588.576660
	Iteration 38Q: 3 clusters Score -366318.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -366331.250000 Penalty: 2588.576660
	Iteration 39Q: 3 clusters Score -366331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -366337.906250 Penalty: 2588.576660
	Iteration 40F: 3 clusters Score -366337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -366343.718750 Penalty: 2588.576660
	Iteration 41Q: 3 clusters Score -366343.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -366349.093750 Penalty: 2588.576660
	Iteration 42Q: 3 clusters Score -366349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -366355.687500 Penalty: 2588.576660
	Iteration 43Q: 3 clusters Score -366355.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -366360.750000 Penalty: 2588.576660
	Iteration 44Q: 3 clusters Score -366360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -366365.625000 Penalty: 2588.576660
	Iteration 45Q: 3 clusters Score -366365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -366371.312500 Penalty: 2588.576660
	Iteration 46Q: 3 clusters Score -366371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -366377.218750 Penalty: 2588.576660
	Iteration 47Q: 3 clusters Score -366377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -366379.906250 Penalty: 2588.576660
	Iteration 48Q: 3 clusters Score -366379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -366384.250000 Penalty: 2588.576660
	Iteration 49Q: 3 clusters Score -366384.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366388.718750 Penalty: 2588.576660
	Iteration 50Q: 3 clusters Score -366388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -366394.093750 Penalty: 2588.576660
	Iteration 51Q: 3 clusters Score -366394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -366394.718750 Penalty: 2588.576660
	Iteration 52Q: 3 clusters Score -366394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -366395.875000 Penalty: 2588.576660
	Iteration 53Q: 3 clusters Score -366395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -366398.093750 Penalty: 2588.576660
	Iteration 54Q: 3 clusters Score -366398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -366402.187500 Penalty: 2588.576660
	Iteration 55Q: 3 clusters Score -366402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -366406.781250 Penalty: 2588.576660
	Iteration 56Q: 3 clusters Score -366406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -366408.875000 Penalty: 2588.576660
	Iteration 57Q: 3 clusters Score -366408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -366413.156250 Penalty: 2588.576660
	Iteration 58Q: 3 clusters Score -366413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -366417.906250 Penalty: 2588.576660
	Iteration 59Q: 3 clusters Score -366417.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366421.156250 Penalty: 2588.576660
	Iteration 60F: 3 clusters Score -366421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -366423.312500 Penalty: 2588.576660
	Iteration 61Q: 3 clusters Score -366423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -366426.875000 Penalty: 2588.576660
	Iteration 62Q: 3 clusters Score -366426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -366430.718750 Penalty: 2588.576660
	Iteration 63Q: 3 clusters Score -366430.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -366439.000000 Penalty: 2588.576660
	Iteration 64Q: 3 clusters Score -366439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -366444.968750 Penalty: 2588.576660
	Iteration 65Q: 3 clusters Score -366445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -366447.406250 Penalty: 2588.576660
	Iteration 66Q: 3 clusters Score -366447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -366450.093750 Penalty: 2588.576660
	Iteration 67Q: 3 clusters Score -366450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -366454.437500 Penalty: 2588.576660
	Iteration 68Q: 3 clusters Score -366454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -366457.000000 Penalty: 2588.576660
	Iteration 69Q: 3 clusters Score -366457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -366459.000000 Penalty: 2588.576660
	Iteration 70Q: 3 clusters Score -366459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -366463.156250 Penalty: 2588.576660
	Iteration 71Q: 3 clusters Score -366463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -366468.562500 Penalty: 2588.576660
	Iteration 72Q: 3 clusters Score -366468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366472.843750 Penalty: 2588.576660
	Iteration 73Q: 3 clusters Score -366472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -366475.093750 Penalty: 2588.576660
	Iteration 74Q: 3 clusters Score -366475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -366475.875000 Penalty: 2588.576660
	Iteration 75Q: 3 clusters Score -366475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -366479.312500 Penalty: 2588.576660
	Iteration 76Q: 3 clusters Score -366479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -366483.843750 Penalty: 2588.576660
	Iteration 77Q: 3 clusters Score -366483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -366488.531250 Penalty: 2588.576660
	Iteration 78Q: 3 clusters Score -366488.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -366496.000000 Penalty: 2588.576660
	Iteration 79Q: 3 clusters Score -366496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -366499.250000 Penalty: 2588.576660
	Iteration 80F: 3 clusters Score -366499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -366501.562500 Penalty: 2588.576660
	Iteration 81Q: 3 clusters Score -366501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -366505.093750 Penalty: 2588.576660
	Iteration 82Q: 3 clusters Score -366505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -366508.562500 Penalty: 2588.576660
	Iteration 83Q: 3 clusters Score -366508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -366510.218750 Penalty: 2588.576660
	Iteration 84Q: 3 clusters Score -366510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366510.468750 Penalty: 2588.576660
	Iteration 85Q: 3 clusters Score -366510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366512.437500 Penalty: 2588.576660
	Iteration 86Q: 3 clusters Score -366512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -366519.312500 Penalty: 2588.576660
	Iteration 87Q: 3 clusters Score -366519.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366528.562500 Penalty: 2588.576660
	Iteration 88Q: 3 clusters Score -366528.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366538.875000 Penalty: 2588.576660
	Iteration 89Q: 3 clusters Score -366538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366542.062500 Penalty: 2588.576660
	Iteration 90Q: 3 clusters Score -366542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366542.937500 Penalty: 2588.576660
	Iteration 91Q: 3 clusters Score -366542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366544.218750 Penalty: 2588.576660
	Iteration 92Q: 3 clusters Score -366544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -366546.781250 Penalty: 2588.576660
	Iteration 93Q: 3 clusters Score -366546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -366547.937500 Penalty: 2588.576660
	Iteration 94Q: 3 clusters Score -366547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366549.187500 Penalty: 2588.576660
	Iteration 95Q: 3 clusters Score -366549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366550.000000 Penalty: 2588.576660
	Iteration 96Q: 3 clusters Score -366550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366550.000000 Penalty: 2588.576660
	Iteration 97F: 3 clusters Score -366550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136926.437500 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136926.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137215.515625 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137215.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137322.390625 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137322.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137401.578125 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -137401.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137467.015625 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137496.421875 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137496.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137527.578125 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137559.156250 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137559.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137592.562500 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -137592.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137622.828125 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -137622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137645.078125 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -137645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137677.687500 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -137677.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137701.546875 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -137701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137728.937500 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -137728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137750.218750 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -137750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137767.203125 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -137767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137780.375000 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -137780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137788.640625 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -137788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137796.875000 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -137796.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137810.609375 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -137810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137828.968750 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -137829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137852.062500 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -137852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137862.921875 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -137862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137866.875000 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -137866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137869.078125 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -137869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137872.500000 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -137872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137877.484375 Penalty: 2275.700684
	Iteration 26Q: 3 clusters Score -137877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137880.750000 Penalty: 2275.700684
	Iteration 27Q: 3 clusters Score -137880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137882.468750 Penalty: 2275.700684
	Iteration 28Q: 3 clusters Score -137882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137887.421875 Penalty: 2275.700684
	Iteration 29Q: 3 clusters Score -137887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137888.187500 Penalty: 2275.700684
	Iteration 30Q: 3 clusters Score -137888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137889.093750 Penalty: 2275.700684
	Iteration 31Q: 3 clusters Score -137889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137890.765625 Penalty: 2275.700684
	Iteration 32Q: 3 clusters Score -137890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137890.828125 Penalty: 2275.700684
	Iteration 33Q: 3 clusters Score -137890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137890.828125 Penalty: 2275.700684
	Iteration 34F: 3 clusters Score -137890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208259.750000 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208259.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -208639.296875 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208639.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -208749.312500 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208749.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208832.078125 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -208832.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208892.593750 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -208892.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208968.906250 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -208968.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209100.890625 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -209100.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209243.593750 Penalty: 2400.603027
	Iteration 7F: 3 clusters Score -209243.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209343.593750 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -209343.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209413.281250 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -209413.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209448.281250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209448.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209468.593750 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209468.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209490.578125 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209490.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209504.062500 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -209504.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -209517.156250 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -209517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209523.078125 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -209523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209524.625000 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -209524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -209527.734375 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -209527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209528.437500 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -209528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209528.437500 Penalty: 2400.603027
	Iteration 19F: 3 clusters Score -209528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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 139 members 
Entering Unmasked Estep 
Score: -51111.585938 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51111.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51193.617188 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51193.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51211.648438 Penalty: 1837.058960
	Iteration 2Q: 3 clusters Score -51211.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51219.164062 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -51219.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51233.601562 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -51233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51233.601562 Penalty: 1837.058960
	Iteration 5F: 3 clusters Score -51233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32112.277344 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32112.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32188.839844 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32188.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32200.228516 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32200.23 nChanged 3
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: -32207.867188 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32207.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32210.638672 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32210.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32211.419922 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -32211.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32211.419922 Penalty: 1812.183472
	Iteration 6F: 3 clusters Score -32211.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -486776.875000 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486776.9 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -487625.343750 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487625.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -487799.687500 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487799.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -487924.250000 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -487924.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -488025.031250 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -488025 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -488118.625000 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -488118.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -488199.468750 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -488199.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -488290.562500 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488290.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -488371.375000 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488371.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -488454.437500 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488454.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -488532.937500 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488532.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -488604.031250 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -488659.375000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488659.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -488697.312500 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488697.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -488722.375000 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488722.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -488755.593750 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488755.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -488785.718750 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488785.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -488807.187500 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488807.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -488828.906250 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488828.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -488847.343750 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488847.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -488860.343750 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488860.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -488878.875000 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488878.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -488898.187500 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -488907.562500 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -488914.000000 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -488916.562500 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -488920.437500 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -488921.718750 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -488921.718750 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -488921.718750 Penalty: 2680.686768
	Iteration 29F: 3 clusters Score -488921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7320.851074 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7320.851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7522.048340 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7522.048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7561.969727 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7561.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7577.622070 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7577.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7580.163086 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7580.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7580.163086 Penalty: 1828.976929
	Iteration 5F: 3 clusters Score -7580.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Entering Unmasked Estep 
Score: -1632154.375000 Penalty: 1533.654541
	Iteration 0F: 2 clusters Score -1632154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1623424.375000 Penalty: 3067.309082
	Iteration 0F: 3 clusters Score -1623424 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1626705.375000 Penalty: 3067.309082
	Iteration 1F: 3 clusters Score -1626705 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1627268.250000 Penalty: 3067.309082
	Iteration 2F: 3 clusters Score -1627268 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1627829.000000 Penalty: 3067.309082
	Iteration 3F: 3 clusters Score -1627829 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1628383.250000 Penalty: 3067.309082
	Iteration 4F: 3 clusters Score -1628383 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1628878.375000 Penalty: 3067.309082
	Iteration 5F: 3 clusters Score -1628878 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1629319.000000 Penalty: 3067.309082
	Iteration 6F: 3 clusters Score -1629319 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1629680.625000 Penalty: 3067.309082
	Iteration 7Q: 3 clusters Score -1629681 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1629984.625000 Penalty: 3067.309082
	Iteration 8Q: 3 clusters Score -1629985 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1630277.750000 Penalty: 3067.309082
	Iteration 9Q: 3 clusters Score -1630278 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1630507.000000 Penalty: 3067.309082
	Iteration 10Q: 3 clusters Score -1630507 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1630696.875000 Penalty: 3067.309082
	Iteration 11Q: 3 clusters Score -1630697 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1630844.625000 Penalty: 3067.309082
	Iteration 12Q: 3 clusters Score -1630845 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1630932.500000 Penalty: 3067.309082
	Iteration 13Q: 3 clusters Score -1630932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1631006.500000 Penalty: 3067.309082
	Iteration 14Q: 3 clusters Score -1631006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1631080.250000 Penalty: 3067.309082
	Iteration 15Q: 3 clusters Score -1631080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1631122.375000 Penalty: 3067.309082
	Iteration 16Q: 3 clusters Score -1631122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1631157.875000 Penalty: 3067.309082
	Iteration 17Q: 3 clusters Score -1631158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1631177.500000 Penalty: 3067.309082
	Iteration 18Q: 3 clusters Score -1631178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1631200.500000 Penalty: 3067.309082
	Iteration 19Q: 3 clusters Score -1631200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1631220.875000 Penalty: 3067.309082
	Iteration 20F: 3 clusters Score -1631221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1631232.125000 Penalty: 3067.309082
	Iteration 21Q: 3 clusters Score -1631232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1631246.750000 Penalty: 3067.309082
	Iteration 22Q: 3 clusters Score -1631247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1631253.000000 Penalty: 3067.309082
	Iteration 23Q: 3 clusters Score -1631253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1631258.250000 Penalty: 3067.309082
	Iteration 24Q: 3 clusters Score -1631258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1631262.875000 Penalty: 3067.309082
	Iteration 25Q: 3 clusters Score -1631263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1631265.875000 Penalty: 3067.309082
	Iteration 26Q: 3 clusters Score -1631266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1631268.375000 Penalty: 3067.309082
	Iteration 27Q: 3 clusters Score -1631268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1631270.125000 Penalty: 3067.309082
	Iteration 28Q: 3 clusters Score -1631270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1631272.250000 Penalty: 3067.309082
	Iteration 29Q: 3 clusters Score -1631272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1631274.375000 Penalty: 3067.309082
	Iteration 30Q: 3 clusters Score -1631274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1631272.500000 Penalty: 3067.309082
	Iteration 31Q: 3 clusters Score -1631272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1631272.000000 Penalty: 3067.309082
	Iteration 32Q: 3 clusters Score -1631272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1631273.125000 Penalty: 3067.309082
	Iteration 33Q: 3 clusters Score -1631273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1631275.375000 Penalty: 3067.309082
	Iteration 34Q: 3 clusters Score -1631275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1631279.000000 Penalty: 3067.309082
	Iteration 35Q: 3 clusters Score -1631279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1631282.625000 Penalty: 3067.309082
	Iteration 36Q: 3 clusters Score -1631283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1631287.875000 Penalty: 3067.309082
	Iteration 37Q: 3 clusters Score -1631288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1631287.500000 Penalty: 3067.309082
	Iteration 38Q: 3 clusters Score -1631288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1631287.875000 Penalty: 3067.309082
	Iteration 39Q: 3 clusters Score -1631288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1631288.875000 Penalty: 3067.309082
	Iteration 40F: 3 clusters Score -1631289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1631289.000000 Penalty: 3067.309082
	Iteration 41Q: 3 clusters Score -1631289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1631291.875000 Penalty: 3067.309082
	Iteration 42Q: 3 clusters Score -1631292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1631291.250000 Penalty: 3067.309082
	Iteration 43Q: 3 clusters Score -1631291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1631291.750000 Penalty: 3067.309082
	Iteration 44Q: 3 clusters Score -1631292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1631293.375000 Penalty: 3067.309082
	Iteration 45Q: 3 clusters Score -1631293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1631296.875000 Penalty: 3067.309082
	Iteration 46Q: 3 clusters Score -1631297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1631296.000000 Penalty: 3067.309082
	Iteration 47Q: 3 clusters Score -1631296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1631296.875000 Penalty: 3067.309082
	Iteration 48Q: 3 clusters Score -1631297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1631298.625000 Penalty: 3067.309082
	Iteration 49Q: 3 clusters Score -1631299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1631298.125000 Penalty: 3067.309082
	Iteration 50Q: 3 clusters Score -1631298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1631298.250000 Penalty: 3067.309082
	Iteration 51Q: 3 clusters Score -1631298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1631297.875000 Penalty: 3067.309082
	Iteration 52Q: 3 clusters Score -1631298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1631296.250000 Penalty: 3067.309082
	Iteration 53Q: 3 clusters Score -1631296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1631298.625000 Penalty: 3067.309082
	Iteration 54Q: 3 clusters Score -1631299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1631298.625000 Penalty: 3067.309082
	Iteration 55F: 3 clusters Score -1631299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 181 members 
Entering Unmasked Estep 
Score: -48214.343750 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48214.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48349.203125 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48426.800781 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48426.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48511.812500 Penalty: 1898.208496
	Iteration 3F: 3 clusters Score -48511.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48541.023438 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48541.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48554.972656 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48554.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48560.539062 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48560.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48564.691406 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48564.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48582.492188 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -48582.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48598.898438 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -48598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48600.347656 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -48600.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48600.347656 Penalty: 1898.208496
	Iteration 11F: 3 clusters Score -48600.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72598.984375 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72598.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72754.593750 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72754.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72819.898438 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72819.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72850.210938 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72850.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72864.960938 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72864.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72876.359375 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72876.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72882.820312 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72882.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72887.734375 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -72887.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72892.171875 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -72892.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72894.937500 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -72894.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72894.937500 Penalty: 2069.102783
	Iteration 10F: 3 clusters Score -72894.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Entering Unmasked Estep 
Score: -1228349.875000 Penalty: 1484.852539
	Iteration 0F: 2 clusters Score -1228350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1221700.375000 Penalty: 2969.705078
	Iteration 0F: 3 clusters Score -1221700 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1223934.250000 Penalty: 2969.705078
	Iteration 1F: 3 clusters Score -1223934 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1224263.625000 Penalty: 2969.705078
	Iteration 2F: 3 clusters Score -1224264 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1224572.875000 Penalty: 2969.705078
	Iteration 3F: 3 clusters Score -1224573 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1224856.750000 Penalty: 2969.705078
	Iteration 4F: 3 clusters Score -1224857 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1225148.375000 Penalty: 2969.705078
	Iteration 5Q: 3 clusters Score -1225148 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1225496.375000 Penalty: 2969.705078
	Iteration 6Q: 3 clusters Score -1225496 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1225856.625000 Penalty: 2969.705078
	Iteration 7Q: 3 clusters Score -1225857 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1226159.500000 Penalty: 2969.705078
	Iteration 8Q: 3 clusters Score -1226160 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1226380.625000 Penalty: 2969.705078
	Iteration 9Q: 3 clusters Score -1226381 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1226522.875000 Penalty: 2969.705078
	Iteration 10Q: 3 clusters Score -1226523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1226632.750000 Penalty: 2969.705078
	Iteration 11Q: 3 clusters Score -1226633 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1226728.625000 Penalty: 2969.705078
	Iteration 12Q: 3 clusters Score -1226729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1226801.375000 Penalty: 2969.705078
	Iteration 13Q: 3 clusters Score -1226801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1226843.125000 Penalty: 2969.705078
	Iteration 14Q: 3 clusters Score -1226843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1226887.250000 Penalty: 2969.705078
	Iteration 15Q: 3 clusters Score -1226887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1226923.500000 Penalty: 2969.705078
	Iteration 16Q: 3 clusters Score -1226924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1226948.500000 Penalty: 2969.705078
	Iteration 17Q: 3 clusters Score -1226948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1226977.500000 Penalty: 2969.705078
	Iteration 18Q: 3 clusters Score -1226978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1227007.875000 Penalty: 2969.705078
	Iteration 19Q: 3 clusters Score -1227008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1227036.750000 Penalty: 2969.705078
	Iteration 20F: 3 clusters Score -1227037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1227069.625000 Penalty: 2969.705078
	Iteration 21Q: 3 clusters Score -1227070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1227103.625000 Penalty: 2969.705078
	Iteration 22Q: 3 clusters Score -1227104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1227148.625000 Penalty: 2969.705078
	Iteration 23Q: 3 clusters Score -1227149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1227192.875000 Penalty: 2969.705078
	Iteration 24Q: 3 clusters Score -1227193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1227226.375000 Penalty: 2969.705078
	Iteration 25Q: 3 clusters Score -1227226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1227244.750000 Penalty: 2969.705078
	Iteration 26Q: 3 clusters Score -1227245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1227257.375000 Penalty: 2969.705078
	Iteration 27Q: 3 clusters Score -1227257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1227265.000000 Penalty: 2969.705078
	Iteration 28Q: 3 clusters Score -1227265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1227268.625000 Penalty: 2969.705078
	Iteration 29Q: 3 clusters Score -1227269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1227271.500000 Penalty: 2969.705078
	Iteration 30Q: 3 clusters Score -1227272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1227273.625000 Penalty: 2969.705078
	Iteration 31Q: 3 clusters Score -1227274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1227276.000000 Penalty: 2969.705078
	Iteration 32Q: 3 clusters Score -1227276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1227276.000000 Penalty: 2969.705078
	Iteration 33F: 3 clusters Score -1227276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (72252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Entering Unmasked Estep 
Score: -9871900.000000 Penalty: 1818.036133
	Iteration 0F: 2 clusters Score -9871900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -9826892.000000 Penalty: 3636.072266
	Iteration 0F: 3 clusters Score -9826892 nChanged 34385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -9846245.000000 Penalty: 3636.072266
	Iteration 1F: 3 clusters Score -9846245 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -9846745.000000 Penalty: 3636.072266
	Iteration 2Q: 3 clusters Score -9846745 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -9847334.000000 Penalty: 3636.072266
	Iteration 3Q: 3 clusters Score -9847334 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -9848161.000000 Penalty: 3636.072266
	Iteration 4Q: 3 clusters Score -9848161 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -9849225.000000 Penalty: 3636.072266
	Iteration 5Q: 3 clusters Score -9849225 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -9850843.000000 Penalty: 3636.072266
	Iteration 6Q: 3 clusters Score -9850843 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -9853070.000000 Penalty: 3636.072266
	Iteration 7F: 3 clusters Score -9853070 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -9856366.000000 Penalty: 3636.072266
	Iteration 8F: 3 clusters Score -9856366 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -9860306.000000 Penalty: 3636.072266
	Iteration 9F: 3 clusters Score -9860306 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -9863511.000000 Penalty: 3636.072266
	Iteration 10F: 3 clusters Score -9863511 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -9865664.000000 Penalty: 3636.072266
	Iteration 11Q: 3 clusters Score -9865664 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -9866796.000000 Penalty: 3636.072266
	Iteration 12Q: 3 clusters Score -9866796 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -9867365.000000 Penalty: 3636.072266
	Iteration 13Q: 3 clusters Score -9867365 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -9867824.000000 Penalty: 3636.072266
	Iteration 14Q: 3 clusters Score -9867824 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -9868172.000000 Penalty: 3636.072266
	Iteration 15Q: 3 clusters Score -9868172 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -9868413.000000 Penalty: 3636.072266
	Iteration 16Q: 3 clusters Score -9868413 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -9868678.000000 Penalty: 3636.072266
	Iteration 17Q: 3 clusters Score -9868678 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -9868896.000000 Penalty: 3636.072266
	Iteration 18Q: 3 clusters Score -9868896 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -9869109.000000 Penalty: 3636.072266
	Iteration 19Q: 3 clusters Score -9869109 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -9869351.000000 Penalty: 3636.072266
	Iteration 20F: 3 clusters Score -9869351 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -9869495.000000 Penalty: 3636.072266
	Iteration 21Q: 3 clusters Score -9869495 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -9869604.000000 Penalty: 3636.072266
	Iteration 22Q: 3 clusters Score -9869604 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -9869734.000000 Penalty: 3636.072266
	Iteration 23Q: 3 clusters Score -9869734 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -9869830.000000 Penalty: 3636.072266
	Iteration 24Q: 3 clusters Score -9869830 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -9869906.000000 Penalty: 3636.072266
	Iteration 25Q: 3 clusters Score -9869906 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -9870009.000000 Penalty: 3636.072266
	Iteration 26Q: 3 clusters Score -9870009 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -9870129.000000 Penalty: 3636.072266
	Iteration 27Q: 3 clusters Score -9870129 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -9870191.000000 Penalty: 3636.072266
	Iteration 28Q: 3 clusters Score -9870191 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -9870224.000000 Penalty: 3636.072266
	Iteration 29Q: 3 clusters Score -9870224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -9870292.000000 Penalty: 3636.072266
	Iteration 30Q: 3 clusters Score -9870292 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -9870297.000000 Penalty: 3636.072266
	Iteration 31Q: 3 clusters Score -9870297 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -9870363.000000 Penalty: 3636.072266
	Iteration 32Q: 3 clusters Score -9870363 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -9870400.000000 Penalty: 3636.072266
	Iteration 33Q: 3 clusters Score -9870400 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -9870424.000000 Penalty: 3636.072266
	Iteration 34Q: 3 clusters Score -9870424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -9870445.000000 Penalty: 3636.072266
	Iteration 35Q: 3 clusters Score -9870445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -9870439.000000 Penalty: 3636.072266
	Iteration 36Q: 3 clusters Score -9870439 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -9870469.000000 Penalty: 3636.072266
	Iteration 37Q: 3 clusters Score -9870469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -9870504.000000 Penalty: 3636.072266
	Iteration 38Q: 3 clusters Score -9870504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -9870516.000000 Penalty: 3636.072266
	Iteration 39Q: 3 clusters Score -9870516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -9870506.000000 Penalty: 3636.072266
	Iteration 40F: 3 clusters Score -9870506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9870528.000000 Penalty: 3636.072266
	Iteration 41Q: 3 clusters Score -9870528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -9870538.000000 Penalty: 3636.072266
	Iteration 42Q: 3 clusters Score -9870538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9870545.000000 Penalty: 3636.072266
	Iteration 43Q: 3 clusters Score -9870545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9870554.000000 Penalty: 3636.072266
	Iteration 44Q: 3 clusters Score -9870554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -9870561.000000 Penalty: 3636.072266
	Iteration 45Q: 3 clusters Score -9870561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -9870583.000000 Penalty: 3636.072266
	Iteration 46Q: 3 clusters Score -9870583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -9870597.000000 Penalty: 3636.072266
	Iteration 47Q: 3 clusters Score -9870597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -9870620.000000 Penalty: 3636.072266
	Iteration 48Q: 3 clusters Score -9870620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -9870633.000000 Penalty: 3636.072266
	Iteration 49Q: 3 clusters Score -9870633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -9870647.000000 Penalty: 3636.072266
	Iteration 50Q: 3 clusters Score -9870647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -9870650.000000 Penalty: 3636.072266
	Iteration 51Q: 3 clusters Score -9870650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -9870656.000000 Penalty: 3636.072266
	Iteration 52Q: 3 clusters Score -9870656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -9870677.000000 Penalty: 3636.072266
	Iteration 53Q: 3 clusters Score -9870677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -9870683.000000 Penalty: 3636.072266
	Iteration 54Q: 3 clusters Score -9870683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -9870693.000000 Penalty: 3636.072266
	Iteration 55Q: 3 clusters Score -9870693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -9870685.000000 Penalty: 3636.072266
	Iteration 56Q: 3 clusters Score -9870685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9870675.000000 Penalty: 3636.072266
	Iteration 57Q: 3 clusters Score -9870675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -9870689.000000 Penalty: 3636.072266
	Iteration 58Q: 3 clusters Score -9870689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -9870703.000000 Penalty: 3636.072266
	Iteration 59Q: 3 clusters Score -9870703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -9870703.000000 Penalty: 3636.072266
	Iteration 60F: 3 clusters Score -9870703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -9870710.000000 Penalty: 3636.072266
	Iteration 61Q: 3 clusters Score -9870710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -9870712.000000 Penalty: 3636.072266
	Iteration 62Q: 3 clusters Score -9870712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9870718.000000 Penalty: 3636.072266
	Iteration 63Q: 3 clusters Score -9870718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -9870716.000000 Penalty: 3636.072266
	Iteration 64Q: 3 clusters Score -9870716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9870706.000000 Penalty: 3636.072266
	Iteration 65Q: 3 clusters Score -9870706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9870707.000000 Penalty: 3636.072266
	Iteration 66Q: 3 clusters Score -9870707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -9870705.000000 Penalty: 3636.072266
	Iteration 67Q: 3 clusters Score -9870705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -9870702.000000 Penalty: 3636.072266
	Iteration 68Q: 3 clusters Score -9870702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -9870715.000000 Penalty: 3636.072266
	Iteration 69Q: 3 clusters Score -9870715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9870711.000000 Penalty: 3636.072266
	Iteration 70Q: 3 clusters Score -9870711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -9870723.000000 Penalty: 3636.072266
	Iteration 71Q: 3 clusters Score -9870723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -9870726.000000 Penalty: 3636.072266
	Iteration 72Q: 3 clusters Score -9870726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -9870729.000000 Penalty: 3636.072266
	Iteration 73Q: 3 clusters Score -9870729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -9870723.000000 Penalty: 3636.072266
	Iteration 74Q: 3 clusters Score -9870723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9870733.000000 Penalty: 3636.072266
	Iteration 75Q: 3 clusters Score -9870733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9870728.000000 Penalty: 3636.072266
	Iteration 76Q: 3 clusters Score -9870728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9870731.000000 Penalty: 3636.072266
	Iteration 77Q: 3 clusters Score -9870731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9870725.000000 Penalty: 3636.072266
	Iteration 78Q: 3 clusters Score -9870725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -9870734.000000 Penalty: 3636.072266
	Iteration 79Q: 3 clusters Score -9870734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9870733.000000 Penalty: 3636.072266
	Iteration 80F: 3 clusters Score -9870733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -9870728.000000 Penalty: 3636.072266
	Iteration 81Q: 3 clusters Score -9870728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -9870736.000000 Penalty: 3636.072266
	Iteration 82Q: 3 clusters Score -9870736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -9870737.000000 Penalty: 3636.072266
	Iteration 83Q: 3 clusters Score -9870737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9870730.000000 Penalty: 3636.072266
	Iteration 84Q: 3 clusters Score -9870730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -9870733.000000 Penalty: 3636.072266
	Iteration 85Q: 3 clusters Score -9870733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9870739.000000 Penalty: 3636.072266
	Iteration 86Q: 3 clusters Score -9870739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -9870743.000000 Penalty: 3636.072266
	Iteration 87Q: 3 clusters Score -9870743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -9870738.000000 Penalty: 3636.072266
	Iteration 88Q: 3 clusters Score -9870738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -9870738.000000 Penalty: 3636.072266
	Iteration 89F: 3 clusters Score -9870738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69890 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13438 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000048.000000 Penalty: 156371.718750
Iteration 439Q: 74 clusters Score -6.900005e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69909 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5312 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13440 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12559 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000032.000000 Penalty: 156371.718750
Iteration 440F: 74 clusters Score -6.900003e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69927 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13436 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12562 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 441Q: 74 clusters Score -6.900001e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69947 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5240 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13442 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9302 members 
Mstep: Class 73 contains 72286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000040.000000 Penalty: 156371.718750
Iteration 442Q: 74 clusters Score -6.900004e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69970 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74607 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34214 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5221 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13441 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9302 members 
Mstep: Class 73 contains 72283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999984.000000 Penalty: 156371.718750
Iteration 443Q: 74 clusters Score -6.899998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 69990 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34215 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5200 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13443 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12563 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9303 members 
Mstep: Class 73 contains 72278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 444Q: 74 clusters Score -6.900001e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70010 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5177 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13444 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12565 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9302 members 
Mstep: Class 73 contains 72279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000016.000000 Penalty: 156371.718750
Iteration 445Q: 74 clusters Score -6.900002e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70036 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5135 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13447 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12566 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 446Q: 74 clusters Score -6.899998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70062 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5081 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13452 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999952.000000 Penalty: 156371.718750
Iteration 447Q: 74 clusters Score -6.899995e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70085 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 5028 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13460 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12559 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999832.000000 Penalty: 156371.718750
Iteration 448Q: 74 clusters Score -6.899983e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70104 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13467 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12558 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999768.000000 Penalty: 156371.718750
Iteration 449Q: 74 clusters Score -6.899977e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70126 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4950 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13471 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12558 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999792.000000 Penalty: 156371.718750
Iteration 450Q: 74 clusters Score -6.899979e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70155 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4914 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13473 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999760.000000 Penalty: 156371.718750
Iteration 451Q: 74 clusters Score -6.899976e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70190 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4871 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13468 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12555 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999776.000000 Penalty: 156371.718750
Iteration 452Q: 74 clusters Score -6.899978e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70222 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12559 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999824.000000 Penalty: 156371.718750
Iteration 453Q: 74 clusters Score -6.899982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70249 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4804 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12561 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999864.000000 Penalty: 156371.718750
Iteration 454Q: 74 clusters Score -6.899986e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70264 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4770 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12563 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999840.000000 Penalty: 156371.718750
Iteration 455Q: 74 clusters Score -6.899984e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70285 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34216 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4737 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13466 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12571 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999848.000000 Penalty: 156371.718750
Iteration 456Q: 74 clusters Score -6.899985e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70311 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4706 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13474 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12574 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999832.000000 Penalty: 156371.718750
Iteration 457Q: 74 clusters Score -6.899983e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70348 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4133 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4687 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13470 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12575 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999848.000000 Penalty: 156371.718750
Iteration 458Q: 74 clusters Score -6.899985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70373 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4668 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13469 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12578 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999784.000000 Penalty: 156371.718750
Iteration 459Q: 74 clusters Score -6.899978e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70377 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13474 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12580 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9298 members 
Mstep: Class 73 contains 72408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999832.000000 Penalty: 156371.718750
Iteration 460F: 74 clusters Score -6.899983e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70385 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4609 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13474 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12578 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9299 members 
Mstep: Class 73 contains 72433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999832.000000 Penalty: 156371.718750
Iteration 461Q: 74 clusters Score -6.899983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70396 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4584 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13472 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1128 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12579 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999824.000000 Penalty: 156371.718750
Iteration 462Q: 74 clusters Score -6.899982e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70401 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13477 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12581 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999840.000000 Penalty: 156371.718750
Iteration 463Q: 74 clusters Score -6.899984e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70425 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4513 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13481 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12580 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999856.000000 Penalty: 156371.718750
Iteration 464Q: 74 clusters Score -6.899986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70450 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4479 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13481 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999848.000000 Penalty: 156371.718750
Iteration 465Q: 74 clusters Score -6.899985e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70462 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4451 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13479 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9300 members 
Mstep: Class 73 contains 72499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999808.000000 Penalty: 156371.718750
Iteration 466Q: 74 clusters Score -6.899981e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70474 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4424 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13475 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12589 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999904.000000 Penalty: 156371.718750
Iteration 467Q: 74 clusters Score -6.89999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70492 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4403 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12589 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9301 members 
Mstep: Class 73 contains 72525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999904.000000 Penalty: 156371.718750
Iteration 468Q: 74 clusters Score -6.89999e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70503 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4380 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12590 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9297 members 
Mstep: Class 73 contains 72540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999888.000000 Penalty: 156371.718750
Iteration 469Q: 74 clusters Score -6.899989e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70517 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4361 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13462 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12592 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9296 members 
Mstep: Class 73 contains 72547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999896.000000 Penalty: 156371.718750
Iteration 470Q: 74 clusters Score -6.89999e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70538 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4344 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12587 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9294 members 
Mstep: Class 73 contains 72552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999888.000000 Penalty: 156371.718750
Iteration 471Q: 74 clusters Score -6.899989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70569 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4312 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13464 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12588 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9291 members 
Mstep: Class 73 contains 72552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999904.000000 Penalty: 156371.718750
Iteration 472Q: 74 clusters Score -6.89999e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70578 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4278 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13466 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999976.000000 Penalty: 156371.718750
Iteration 473Q: 74 clusters Score -6.899998e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70591 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7626 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4252 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13466 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000008.000000 Penalty: 156371.718750
Iteration 474Q: 74 clusters Score -6.900001e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70598 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4135 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4232 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13467 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12586 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9289 members 
Mstep: Class 73 contains 72604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 475Q: 74 clusters Score -6.9e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70609 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4217 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12586 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999936.000000 Penalty: 156371.718750
Iteration 476Q: 74 clusters Score -6.899994e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70626 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4200 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13458 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12584 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9287 members 
Mstep: Class 73 contains 72621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999920.000000 Penalty: 156371.718750
Iteration 477Q: 74 clusters Score -6.899992e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70635 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4188 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13455 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12584 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9289 members 
Mstep: Class 73 contains 72625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999968.000000 Penalty: 156371.718750
Iteration 478Q: 74 clusters Score -6.899997e+07 nChanged 66
Entering ConstructFrom: 
Score: -68999968.000000 Penalty: 156371.718750
Entering ConstructFrom: 
Trying to split cluster 1 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -275078.375000 Penalty: 1249.745728
	Iteration 0F: 2 clusters Score -275078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -272872.062500 Penalty: 2499.491455
	Iteration 0F: 3 clusters Score -272872.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -273444.250000 Penalty: 2499.491455
	Iteration 1F: 3 clusters Score -273444.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -273620.656250 Penalty: 2499.491455
	Iteration 2F: 3 clusters Score -273620.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -273774.156250 Penalty: 2499.491455
	Iteration 3F: 3 clusters Score -273774.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -273900.500000 Penalty: 2499.491455
	Iteration 4F: 3 clusters Score -273900.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -274011.593750 Penalty: 2499.491455
	Iteration 5F: 3 clusters Score -274011.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -274073.593750 Penalty: 2499.491455
	Iteration 6Q: 3 clusters Score -274073.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -274125.531250 Penalty: 2499.491455
	Iteration 7Q: 3 clusters Score -274125.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -274160.781250 Penalty: 2499.491455
	Iteration 8Q: 3 clusters Score -274160.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -274185.843750 Penalty: 2499.491455
	Iteration 9Q: 3 clusters Score -274185.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -274210.343750 Penalty: 2499.491455
	Iteration 10Q: 3 clusters Score -274210.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -274221.812500 Penalty: 2499.491455
	Iteration 11Q: 3 clusters Score -274221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -274235.687500 Penalty: 2499.491455
	Iteration 12Q: 3 clusters Score -274235.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -274256.531250 Penalty: 2499.491455
	Iteration 13Q: 3 clusters Score -274256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -274265.968750 Penalty: 2499.491455
	Iteration 14Q: 3 clusters Score -274266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -274270.343750 Penalty: 2499.491455
	Iteration 15Q: 3 clusters Score -274270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -274275.562500 Penalty: 2499.491455
	Iteration 16Q: 3 clusters Score -274275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -274284.687500 Penalty: 2499.491455
	Iteration 17Q: 3 clusters Score -274284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -274295.468750 Penalty: 2499.491455
	Iteration 18Q: 3 clusters Score -274295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -274300.968750 Penalty: 2499.491455
	Iteration 19Q: 3 clusters Score -274301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -274305.968750 Penalty: 2499.491455
	Iteration 20F: 3 clusters Score -274306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -274311.312500 Penalty: 2499.491455
	Iteration 21Q: 3 clusters Score -274311.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -274321.375000 Penalty: 2499.491455
	Iteration 22Q: 3 clusters Score -274321.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -274334.312500 Penalty: 2499.491455
	Iteration 23Q: 3 clusters Score -274334.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -274347.281250 Penalty: 2499.491455
	Iteration 24Q: 3 clusters Score -274347.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -274362.500000 Penalty: 2499.491455
	Iteration 25Q: 3 clusters Score -274362.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -274378.156250 Penalty: 2499.491455
	Iteration 26Q: 3 clusters Score -274378.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -274393.281250 Penalty: 2499.491455
	Iteration 27Q: 3 clusters Score -274393.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -274404.031250 Penalty: 2499.491455
	Iteration 28Q: 3 clusters Score -274404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -274408.437500 Penalty: 2499.491455
	Iteration 29Q: 3 clusters Score -274408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -274408.843750 Penalty: 2499.491455
	Iteration 30Q: 3 clusters Score -274408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -274410.218750 Penalty: 2499.491455
	Iteration 31Q: 3 clusters Score -274410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -274411.156250 Penalty: 2499.491455
	Iteration 32Q: 3 clusters Score -274411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -274412.281250 Penalty: 2499.491455
	Iteration 33Q: 3 clusters Score -274412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -274412.312500 Penalty: 2499.491455
	Iteration 34Q: 3 clusters Score -274412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -274413.000000 Penalty: 2499.491455
	Iteration 35Q: 3 clusters Score -274413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -274413.781250 Penalty: 2499.491455
	Iteration 36Q: 3 clusters Score -274413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -274416.718750 Penalty: 2499.491455
	Iteration 37Q: 3 clusters Score -274416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -274419.218750 Penalty: 2499.491455
	Iteration 38Q: 3 clusters Score -274419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -274420.187500 Penalty: 2499.491455
	Iteration 39Q: 3 clusters Score -274420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274421.000000 Penalty: 2499.491455
	Iteration 40F: 3 clusters Score -274421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -274421.968750 Penalty: 2499.491455
	Iteration 41Q: 3 clusters Score -274422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -274422.375000 Penalty: 2499.491455
	Iteration 42Q: 3 clusters Score -274422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -274423.718750 Penalty: 2499.491455
	Iteration 43Q: 3 clusters Score -274423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -274424.031250 Penalty: 2499.491455
	Iteration 44Q: 3 clusters Score -274424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274424.281250 Penalty: 2499.491455
	Iteration 45Q: 3 clusters Score -274424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274424.843750 Penalty: 2499.491455
	Iteration 46Q: 3 clusters Score -274424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274424.843750 Penalty: 2499.491455
	Iteration 47F: 3 clusters Score -274424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16507.556641 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16507.56 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 162 members 
Entering Unmasked Estep 
Score: -15762.263672 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15762.26 nChanged 98
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: -16209.204102 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16209.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16425.250000 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16425.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16514.640625 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -16514.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16542.808594 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16542.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16582.779297 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16582.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16600.513672 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16600.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16602.710938 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16602.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16604.353516 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -16604.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16623.302734 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -16623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16654.367188 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -16654.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16698.128906 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -16698.13 nChanged 3
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: -16725.326172 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -16725.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16757.824219 Penalty: 1885.688477
	Iteration 13Q: 3 clusters Score -16757.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16769.027344 Penalty: 1885.688477
	Iteration 14Q: 3 clusters Score -16769.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16785.744141 Penalty: 1885.688477
	Iteration 15Q: 3 clusters Score -16785.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16789.658203 Penalty: 1885.688477
	Iteration 16Q: 3 clusters Score -16789.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16793.027344 Penalty: 1885.688477
	Iteration 17Q: 3 clusters Score -16793.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16793.027344 Penalty: 1885.688477
	Iteration 18F: 3 clusters Score -16793.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 136 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Mstep: Class 74 contains 195 members 
Entering Unmasked Estep 
Score: -68999112.000000 Penalty: 158513.796875
Splitting cluster 2 changes total score from -68999968.000000 to -68999112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135212.906250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -135212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133755.437500 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -133755.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134063.343750 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -134063.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134138.343750 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -134138.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134171.593750 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -134171.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134193.828125 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -134193.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134213.031250 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -134213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134223.390625 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -134223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134231.296875 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -134231.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134241.171875 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -134241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134249.109375 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -134249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134261.281250 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -134261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134267.109375 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -134267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134270.843750 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -134270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134275.359375 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -134275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134282.000000 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -134282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134285.437500 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -134285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134289.437500 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -134289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134292.562500 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -134292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134295.171875 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -134295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134295.359375 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -134295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134295.359375 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -134295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Entering Unmasked Estep 
Score: -2822182.250000 Penalty: 1618.540039
	Iteration 0F: 2 clusters Score -2822182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2807829.000000 Penalty: 3237.080078
	Iteration 0F: 3 clusters Score -2807829 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2813113.250000 Penalty: 3237.080078
	Iteration 1F: 3 clusters Score -2813113 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2813468.250000 Penalty: 3237.080078
	Iteration 2Q: 3 clusters Score -2813468 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2813834.000000 Penalty: 3237.080078
	Iteration 3Q: 3 clusters Score -2813834 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2814209.500000 Penalty: 3237.080078
	Iteration 4Q: 3 clusters Score -2814210 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2814595.000000 Penalty: 3237.080078
	Iteration 5Q: 3 clusters Score -2814595 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2815024.500000 Penalty: 3237.080078
	Iteration 6Q: 3 clusters Score -2815024 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2815504.000000 Penalty: 3237.080078
	Iteration 7Q: 3 clusters Score -2815504 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2816051.250000 Penalty: 3237.080078
	Iteration 8Q: 3 clusters Score -2816051 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2816745.500000 Penalty: 3237.080078
	Iteration 9Q: 3 clusters Score -2816746 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2817480.250000 Penalty: 3237.080078
	Iteration 10F: 3 clusters Score -2817480 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2818065.500000 Penalty: 3237.080078
	Iteration 11Q: 3 clusters Score -2818066 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2818506.500000 Penalty: 3237.080078
	Iteration 12Q: 3 clusters Score -2818506 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2818840.000000 Penalty: 3237.080078
	Iteration 13Q: 3 clusters Score -2818840 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2819106.750000 Penalty: 3237.080078
	Iteration 14Q: 3 clusters Score -2819107 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2819330.500000 Penalty: 3237.080078
	Iteration 15Q: 3 clusters Score -2819330 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2819560.500000 Penalty: 3237.080078
	Iteration 16Q: 3 clusters Score -2819560 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2819803.000000 Penalty: 3237.080078
	Iteration 17Q: 3 clusters Score -2819803 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2820017.000000 Penalty: 3237.080078
	Iteration 18Q: 3 clusters Score -2820017 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2820225.250000 Penalty: 3237.080078
	Iteration 19Q: 3 clusters Score -2820225 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2820406.000000 Penalty: 3237.080078
	Iteration 20F: 3 clusters Score -2820406 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2820572.500000 Penalty: 3237.080078
	Iteration 21Q: 3 clusters Score -2820572 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2820696.250000 Penalty: 3237.080078
	Iteration 22Q: 3 clusters Score -2820696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2820795.750000 Penalty: 3237.080078
	Iteration 23Q: 3 clusters Score -2820796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2820858.000000 Penalty: 3237.080078
	Iteration 24Q: 3 clusters Score -2820858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2820908.500000 Penalty: 3237.080078
	Iteration 25Q: 3 clusters Score -2820908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2820947.500000 Penalty: 3237.080078
	Iteration 26Q: 3 clusters Score -2820948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2820975.750000 Penalty: 3237.080078
	Iteration 27Q: 3 clusters Score -2820976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2820997.250000 Penalty: 3237.080078
	Iteration 28Q: 3 clusters Score -2820997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2821018.500000 Penalty: 3237.080078
	Iteration 29Q: 3 clusters Score -2821018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2821042.500000 Penalty: 3237.080078
	Iteration 30Q: 3 clusters Score -2821042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2821059.250000 Penalty: 3237.080078
	Iteration 31Q: 3 clusters Score -2821059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2821086.000000 Penalty: 3237.080078
	Iteration 32Q: 3 clusters Score -2821086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2821099.250000 Penalty: 3237.080078
	Iteration 33Q: 3 clusters Score -2821099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2821107.500000 Penalty: 3237.080078
	Iteration 34Q: 3 clusters Score -2821108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2821115.000000 Penalty: 3237.080078
	Iteration 35Q: 3 clusters Score -2821115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2821122.250000 Penalty: 3237.080078
	Iteration 36Q: 3 clusters Score -2821122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2821129.500000 Penalty: 3237.080078
	Iteration 37Q: 3 clusters Score -2821130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2821128.250000 Penalty: 3237.080078
	Iteration 38Q: 3 clusters Score -2821128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2821128.000000 Penalty: 3237.080078
	Iteration 39Q: 3 clusters Score -2821128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2821132.500000 Penalty: 3237.080078
	Iteration 40F: 3 clusters Score -2821132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2821138.500000 Penalty: 3237.080078
	Iteration 41Q: 3 clusters Score -2821138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2821143.000000 Penalty: 3237.080078
	Iteration 42Q: 3 clusters Score -2821143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2821148.750000 Penalty: 3237.080078
	Iteration 43Q: 3 clusters Score -2821149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2821150.250000 Penalty: 3237.080078
	Iteration 44Q: 3 clusters Score -2821150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2821154.250000 Penalty: 3237.080078
	Iteration 45Q: 3 clusters Score -2821154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2821156.750000 Penalty: 3237.080078
	Iteration 46Q: 3 clusters Score -2821157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2821153.250000 Penalty: 3237.080078
	Iteration 47Q: 3 clusters Score -2821153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2821154.750000 Penalty: 3237.080078
	Iteration 48Q: 3 clusters Score -2821155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2821160.500000 Penalty: 3237.080078
	Iteration 49Q: 3 clusters Score -2821160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2821168.000000 Penalty: 3237.080078
	Iteration 50Q: 3 clusters Score -2821168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2821168.000000 Penalty: 3237.080078
	Iteration 51Q: 3 clusters Score -2821168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2821166.750000 Penalty: 3237.080078
	Iteration 52Q: 3 clusters Score -2821167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2821169.250000 Penalty: 3237.080078
	Iteration 53Q: 3 clusters Score -2821169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2821167.000000 Penalty: 3237.080078
	Iteration 54Q: 3 clusters Score -2821167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2821167.750000 Penalty: 3237.080078
	Iteration 55Q: 3 clusters Score -2821168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2821171.250000 Penalty: 3237.080078
	Iteration 56Q: 3 clusters Score -2821171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2821170.250000 Penalty: 3237.080078
	Iteration 57Q: 3 clusters Score -2821170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2821171.250000 Penalty: 3237.080078
	Iteration 58Q: 3 clusters Score -2821171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2821173.500000 Penalty: 3237.080078
	Iteration 59Q: 3 clusters Score -2821174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2821172.500000 Penalty: 3237.080078
	Iteration 60F: 3 clusters Score -2821172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -187472.468750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -187472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185684.281250 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -185684.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186042.250000 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -186042.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186116.015625 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -186116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186164.437500 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -186164.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -186202.140625 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -186202.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -186225.000000 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -186225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186240.187500 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -186240.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186250.546875 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -186250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186262.484375 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -186262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186271.140625 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -186271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -186280.921875 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -186280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -186290.031250 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -186290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -186296.468750 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -186296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -186305.796875 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -186305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186309.328125 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -186309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -186311.875000 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -186311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -186313.468750 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -186313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186316.578125 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -186316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -186317.593750 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -186317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -186318.156250 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -186318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186319.296875 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -186319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -186320.687500 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -186320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -186321.593750 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -186321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -186323.765625 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -186323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -186326.328125 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -186326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -186327.875000 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -186327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -186329.734375 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -186329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -186333.281250 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -186333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -186335.140625 Penalty: 2378.093994
	Iteration 28Q: 3 clusters Score -186335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -186337.953125 Penalty: 2378.093994
	Iteration 29Q: 3 clusters Score -186338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -186340.109375 Penalty: 2378.093994
	Iteration 30Q: 3 clusters Score -186340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -186343.359375 Penalty: 2378.093994
	Iteration 31Q: 3 clusters Score -186343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -186348.140625 Penalty: 2378.093994
	Iteration 32Q: 3 clusters Score -186348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -186352.000000 Penalty: 2378.093994
	Iteration 33Q: 3 clusters Score -186352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186352.531250 Penalty: 2378.093994
	Iteration 34Q: 3 clusters Score -186352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186352.531250 Penalty: 2378.093994
	Iteration 35F: 3 clusters Score -186352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -268009.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -268009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265892.343750 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -265892.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -266370.625000 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -266370.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -266481.656250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -266481.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -266551.156250 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -266551.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266591.125000 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -266591.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266634.406250 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -266634.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -266660.843750 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -266660.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -266688.781250 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -266688.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -266706.593750 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -266706.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -266720.312500 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -266720.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266729.906250 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -266729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -266740.156250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -266740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -266746.531250 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -266746.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -266757.218750 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -266757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -266765.000000 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -266765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -266773.718750 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -266773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266779.468750 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -266779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -266784.093750 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -266784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -266790.218750 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -266790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -266800.281250 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -266800.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -266812.718750 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -266812.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -266829.062500 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -266829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -266851.281250 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -266851.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -266876.250000 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -266876.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -266899.562500 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -266899.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266935.312500 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -266935.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -266960.531250 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -266960.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -266987.125000 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -266987.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -267012.593750 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -267012.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -267034.875000 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -267034.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -267051.062500 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -267051.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -267065.750000 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -267065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -267077.031250 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -267077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -267085.000000 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -267085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -267090.687500 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -267090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -267095.875000 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -267095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -267102.343750 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -267102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -267108.125000 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -267108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -267111.781250 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -267111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -267118.250000 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -267118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -267122.781250 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -267122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -267126.343750 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -267126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -267127.937500 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -267127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -267129.187500 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -267129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -267131.093750 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -267131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -267134.062500 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -267134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -267135.687500 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -267135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -267135.687500 Penalty: 2478.001221
	Iteration 47F: 3 clusters Score -267135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Entering Unmasked Estep 
Score: -9613807.000000 Penalty: 1814.385742
	Iteration 0F: 2 clusters Score -9613807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -9568308.000000 Penalty: 3628.771484
	Iteration 0F: 3 clusters Score -9568308 nChanged 33363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -9587515.000000 Penalty: 3628.771484
	Iteration 1F: 3 clusters Score -9587515 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -9588543.000000 Penalty: 3628.771484
	Iteration 2Q: 3 clusters Score -9588543 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -9590189.000000 Penalty: 3628.771484
	Iteration 3Q: 3 clusters Score -9590189 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9592683.000000 Penalty: 3628.771484
	Iteration 4F: 3 clusters Score -9592683 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -9595933.000000 Penalty: 3628.771484
	Iteration 5F: 3 clusters Score -9595933 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -9599626.000000 Penalty: 3628.771484
	Iteration 6F: 3 clusters Score -9599626 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -9603191.000000 Penalty: 3628.771484
	Iteration 7F: 3 clusters Score -9603191 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -9605841.000000 Penalty: 3628.771484
	Iteration 8Q: 3 clusters Score -9605841 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -9607439.000000 Penalty: 3628.771484
	Iteration 9Q: 3 clusters Score -9607439 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -9608540.000000 Penalty: 3628.771484
	Iteration 10Q: 3 clusters Score -9608540 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -9609162.000000 Penalty: 3628.771484
	Iteration 11Q: 3 clusters Score -9609162 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -9609704.000000 Penalty: 3628.771484
	Iteration 12Q: 3 clusters Score -9609704 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -9610149.000000 Penalty: 3628.771484
	Iteration 13Q: 3 clusters Score -9610149 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -9610584.000000 Penalty: 3628.771484
	Iteration 14Q: 3 clusters Score -9610584 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -9610937.000000 Penalty: 3628.771484
	Iteration 15Q: 3 clusters Score -9610937 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -9611205.000000 Penalty: 3628.771484
	Iteration 16Q: 3 clusters Score -9611205 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -9611454.000000 Penalty: 3628.771484
	Iteration 17Q: 3 clusters Score -9611454 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -9611669.000000 Penalty: 3628.771484
	Iteration 18Q: 3 clusters Score -9611669 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -9611859.000000 Penalty: 3628.771484
	Iteration 19Q: 3 clusters Score -9611859 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -9612011.000000 Penalty: 3628.771484
	Iteration 20F: 3 clusters Score -9612011 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -9612061.000000 Penalty: 3628.771484
	Iteration 21Q: 3 clusters Score -9612061 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9612118.000000 Penalty: 3628.771484
	Iteration 22Q: 3 clusters Score -9612118 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -9612188.000000 Penalty: 3628.771484
	Iteration 23Q: 3 clusters Score -9612188 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -9612226.000000 Penalty: 3628.771484
	Iteration 24Q: 3 clusters Score -9612226 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -9612272.000000 Penalty: 3628.771484
	Iteration 25Q: 3 clusters Score -9612272 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -9612306.000000 Penalty: 3628.771484
	Iteration 26Q: 3 clusters Score -9612306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -9612326.000000 Penalty: 3628.771484
	Iteration 27Q: 3 clusters Score -9612326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -9612343.000000 Penalty: 3628.771484
	Iteration 28Q: 3 clusters Score -9612343 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -9612353.000000 Penalty: 3628.771484
	Iteration 29Q: 3 clusters Score -9612353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -9612392.000000 Penalty: 3628.771484
	Iteration 30Q: 3 clusters Score -9612392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -9612410.000000 Penalty: 3628.771484
	Iteration 31Q: 3 clusters Score -9612410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -9612416.000000 Penalty: 3628.771484
	Iteration 32Q: 3 clusters Score -9612416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -9612437.000000 Penalty: 3628.771484
	Iteration 33Q: 3 clusters Score -9612437 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -9612472.000000 Penalty: 3628.771484
	Iteration 34Q: 3 clusters Score -9612472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9612473.000000 Penalty: 3628.771484
	Iteration 35Q: 3 clusters Score -9612473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -9612500.000000 Penalty: 3628.771484
	Iteration 36Q: 3 clusters Score -9612500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9612505.000000 Penalty: 3628.771484
	Iteration 37Q: 3 clusters Score -9612505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -9612514.000000 Penalty: 3628.771484
	Iteration 38Q: 3 clusters Score -9612514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -9612534.000000 Penalty: 3628.771484
	Iteration 39Q: 3 clusters Score -9612534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -9612536.000000 Penalty: 3628.771484
	Iteration 40F: 3 clusters Score -9612536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -9612564.000000 Penalty: 3628.771484
	Iteration 41Q: 3 clusters Score -9612564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -9612583.000000 Penalty: 3628.771484
	Iteration 42Q: 3 clusters Score -9612583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -9612573.000000 Penalty: 3628.771484
	Iteration 43Q: 3 clusters Score -9612573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -9612588.000000 Penalty: 3628.771484
	Iteration 44Q: 3 clusters Score -9612588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -9612595.000000 Penalty: 3628.771484
	Iteration 45Q: 3 clusters Score -9612595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9612586.000000 Penalty: 3628.771484
	Iteration 46Q: 3 clusters Score -9612586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9612597.000000 Penalty: 3628.771484
	Iteration 47Q: 3 clusters Score -9612597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -9612597.000000 Penalty: 3628.771484
	Iteration 48Q: 3 clusters Score -9612597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -9612598.000000 Penalty: 3628.771484
	Iteration 49Q: 3 clusters Score -9612598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -9612607.000000 Penalty: 3628.771484
	Iteration 50Q: 3 clusters Score -9612607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -9612605.000000 Penalty: 3628.771484
	Iteration 51Q: 3 clusters Score -9612605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -9612603.000000 Penalty: 3628.771484
	Iteration 52Q: 3 clusters Score -9612603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -9612594.000000 Penalty: 3628.771484
	Iteration 53Q: 3 clusters Score -9612594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -9612595.000000 Penalty: 3628.771484
	Iteration 54Q: 3 clusters Score -9612595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -9612615.000000 Penalty: 3628.771484
	Iteration 55Q: 3 clusters Score -9612615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -9612615.000000 Penalty: 3628.771484
	Iteration 56Q: 3 clusters Score -9612615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -9612617.000000 Penalty: 3628.771484
	Iteration 57Q: 3 clusters Score -9612617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -9612624.000000 Penalty: 3628.771484
	Iteration 58Q: 3 clusters Score -9612624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -9612623.000000 Penalty: 3628.771484
	Iteration 59Q: 3 clusters Score -9612623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -9612620.000000 Penalty: 3628.771484
	Iteration 60F: 3 clusters Score -9612620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -9612629.000000 Penalty: 3628.771484
	Iteration 61Q: 3 clusters Score -9612629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -9612624.000000 Penalty: 3628.771484
	Iteration 62Q: 3 clusters Score -9612624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -9612623.000000 Penalty: 3628.771484
	Iteration 63Q: 3 clusters Score -9612623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -9612629.000000 Penalty: 3628.771484
	Iteration 64Q: 3 clusters Score -9612629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -9612634.000000 Penalty: 3628.771484
	Iteration 65Q: 3 clusters Score -9612634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -9612628.000000 Penalty: 3628.771484
	Iteration 66Q: 3 clusters Score -9612628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -9612630.000000 Penalty: 3628.771484
	Iteration 67Q: 3 clusters Score -9612630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -9612623.000000 Penalty: 3628.771484
	Iteration 68Q: 3 clusters Score -9612623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -9612616.000000 Penalty: 3628.771484
	Iteration 69Q: 3 clusters Score -9612616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -9612620.000000 Penalty: 3628.771484
	Iteration 70Q: 3 clusters Score -9612620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -9612627.000000 Penalty: 3628.771484
	Iteration 71Q: 3 clusters Score -9612627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9612622.000000 Penalty: 3628.771484
	Iteration 72Q: 3 clusters Score -9612622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9612615.000000 Penalty: 3628.771484
	Iteration 73Q: 3 clusters Score -9612615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9612615.000000 Penalty: 3628.771484
	Iteration 74F: 3 clusters Score -9612615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -197227.578125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -197227.6 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 761 members 
Entering Unmasked Estep 
Score: -195476.984375 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -195477 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195864.671875 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -195864.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195978.703125 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -195978.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196061.109375 Penalty: 2382.807373
	Iteration 3F: 3 clusters Score -196061.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196120.250000 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -196120.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -196162.203125 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -196162.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196197.687500 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -196197.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -196234.843750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -196234.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -196271.109375 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -196271.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -196298.671875 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -196298.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -196320.796875 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -196320.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -196346.265625 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -196346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -196362.500000 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -196362.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -196380.203125 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -196380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -196393.156250 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -196393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -196412.890625 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -196412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -196433.140625 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -196433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -196450.828125 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -196450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -196462.875000 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -196462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -196467.937500 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -196467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196471.828125 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -196471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196472.765625 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -196472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196472.765625 Penalty: 2382.807373
	Iteration 22F: 3 clusters Score -196472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1966590.625000 Penalty: 1558.798218
	Iteration 0F: 2 clusters Score -1966591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1956408.250000 Penalty: 3117.596436
	Iteration 0F: 3 clusters Score -1956408 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1960030.375000 Penalty: 3117.596436
	Iteration 1F: 3 clusters Score -1960030 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1960394.000000 Penalty: 3117.596436
	Iteration 2F: 3 clusters Score -1960394 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1960723.250000 Penalty: 3117.596436
	Iteration 3F: 3 clusters Score -1960723 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1961113.625000 Penalty: 3117.596436
	Iteration 4F: 3 clusters Score -1961114 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1961530.375000 Penalty: 3117.596436
	Iteration 5F: 3 clusters Score -1961530 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1962118.375000 Penalty: 3117.596436
	Iteration 6F: 3 clusters Score -1962118 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1962932.250000 Penalty: 3117.596436
	Iteration 7F: 3 clusters Score -1962932 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1963803.375000 Penalty: 3117.596436
	Iteration 8F: 3 clusters Score -1963803 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1964458.000000 Penalty: 3117.596436
	Iteration 9F: 3 clusters Score -1964458 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1964859.125000 Penalty: 3117.596436
	Iteration 10Q: 3 clusters Score -1964859 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1965105.000000 Penalty: 3117.596436
	Iteration 11Q: 3 clusters Score -1965105 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1965254.125000 Penalty: 3117.596436
	Iteration 12Q: 3 clusters Score -1965254 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1965337.250000 Penalty: 3117.596436
	Iteration 13Q: 3 clusters Score -1965337 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1965397.125000 Penalty: 3117.596436
	Iteration 14Q: 3 clusters Score -1965397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1965438.000000 Penalty: 3117.596436
	Iteration 15Q: 3 clusters Score -1965438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1965462.875000 Penalty: 3117.596436
	Iteration 16Q: 3 clusters Score -1965463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1965495.625000 Penalty: 3117.596436
	Iteration 17Q: 3 clusters Score -1965496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1965521.000000 Penalty: 3117.596436
	Iteration 18Q: 3 clusters Score -1965521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1965561.500000 Penalty: 3117.596436
	Iteration 19Q: 3 clusters Score -1965562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1965596.750000 Penalty: 3117.596436
	Iteration 20F: 3 clusters Score -1965597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1965615.750000 Penalty: 3117.596436
	Iteration 21Q: 3 clusters Score -1965616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1965636.500000 Penalty: 3117.596436
	Iteration 22Q: 3 clusters Score -1965636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1965653.000000 Penalty: 3117.596436
	Iteration 23Q: 3 clusters Score -1965653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1965679.625000 Penalty: 3117.596436
	Iteration 24Q: 3 clusters Score -1965680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1965698.875000 Penalty: 3117.596436
	Iteration 25Q: 3 clusters Score -1965699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1965706.750000 Penalty: 3117.596436
	Iteration 26Q: 3 clusters Score -1965707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1965711.500000 Penalty: 3117.596436
	Iteration 27Q: 3 clusters Score -1965712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1965721.500000 Penalty: 3117.596436
	Iteration 28Q: 3 clusters Score -1965722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1965726.500000 Penalty: 3117.596436
	Iteration 29Q: 3 clusters Score -1965726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1965729.875000 Penalty: 3117.596436
	Iteration 30Q: 3 clusters Score -1965730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1965740.625000 Penalty: 3117.596436
	Iteration 31Q: 3 clusters Score -1965741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1965749.875000 Penalty: 3117.596436
	Iteration 32Q: 3 clusters Score -1965750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1965761.125000 Penalty: 3117.596436
	Iteration 33Q: 3 clusters Score -1965761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1965768.375000 Penalty: 3117.596436
	Iteration 34Q: 3 clusters Score -1965768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1965771.750000 Penalty: 3117.596436
	Iteration 35Q: 3 clusters Score -1965772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1965779.625000 Penalty: 3117.596436
	Iteration 36Q: 3 clusters Score -1965780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1965786.125000 Penalty: 3117.596436
	Iteration 37Q: 3 clusters Score -1965786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1965792.625000 Penalty: 3117.596436
	Iteration 38Q: 3 clusters Score -1965793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1965795.875000 Penalty: 3117.596436
	Iteration 39Q: 3 clusters Score -1965796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1965798.625000 Penalty: 3117.596436
	Iteration 40F: 3 clusters Score -1965799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1965798.625000 Penalty: 3117.596436
	Iteration 41Q: 3 clusters Score -1965799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1965802.375000 Penalty: 3117.596436
	Iteration 42Q: 3 clusters Score -1965802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1965805.500000 Penalty: 3117.596436
	Iteration 43Q: 3 clusters Score -1965806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1965808.625000 Penalty: 3117.596436
	Iteration 44Q: 3 clusters Score -1965809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1965807.375000 Penalty: 3117.596436
	Iteration 45Q: 3 clusters Score -1965807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1965807.500000 Penalty: 3117.596436
	Iteration 46Q: 3 clusters Score -1965808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1965807.125000 Penalty: 3117.596436
	Iteration 47Q: 3 clusters Score -1965807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1965809.875000 Penalty: 3117.596436
	Iteration 48Q: 3 clusters Score -1965810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1965808.750000 Penalty: 3117.596436
	Iteration 49Q: 3 clusters Score -1965809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1965812.750000 Penalty: 3117.596436
	Iteration 50Q: 3 clusters Score -1965813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1965812.125000 Penalty: 3117.596436
	Iteration 51Q: 3 clusters Score -1965812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1965813.125000 Penalty: 3117.596436
	Iteration 52Q: 3 clusters Score -1965813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1965815.875000 Penalty: 3117.596436
	Iteration 53Q: 3 clusters Score -1965816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1965816.375000 Penalty: 3117.596436
	Iteration 54Q: 3 clusters Score -1965816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1965818.750000 Penalty: 3117.596436
	Iteration 55Q: 3 clusters Score -1965819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1965816.750000 Penalty: 3117.596436
	Iteration 56Q: 3 clusters Score -1965817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1965818.500000 Penalty: 3117.596436
	Iteration 57Q: 3 clusters Score -1965818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1965819.875000 Penalty: 3117.596436
	Iteration 58Q: 3 clusters Score -1965820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1965820.875000 Penalty: 3117.596436
	Iteration 59Q: 3 clusters Score -1965821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1965823.375000 Penalty: 3117.596436
	Iteration 60F: 3 clusters Score -1965823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1965823.375000 Penalty: 3117.596436
	Iteration 61Q: 3 clusters Score -1965823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1965828.500000 Penalty: 3117.596436
	Iteration 62Q: 3 clusters Score -1965828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1965828.000000 Penalty: 3117.596436
	Iteration 63Q: 3 clusters Score -1965828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1965837.250000 Penalty: 3117.596436
	Iteration 64Q: 3 clusters Score -1965837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1965838.625000 Penalty: 3117.596436
	Iteration 65Q: 3 clusters Score -1965839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1965842.000000 Penalty: 3117.596436
	Iteration 66Q: 3 clusters Score -1965842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1965841.250000 Penalty: 3117.596436
	Iteration 67Q: 3 clusters Score -1965841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1965845.750000 Penalty: 3117.596436
	Iteration 68Q: 3 clusters Score -1965846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1965851.250000 Penalty: 3117.596436
	Iteration 69Q: 3 clusters Score -1965851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1965858.250000 Penalty: 3117.596436
	Iteration 70Q: 3 clusters Score -1965858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1965858.875000 Penalty: 3117.596436
	Iteration 71Q: 3 clusters Score -1965859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1965866.000000 Penalty: 3117.596436
	Iteration 72Q: 3 clusters Score -1965866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1965878.250000 Penalty: 3117.596436
	Iteration 73Q: 3 clusters Score -1965878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1965879.625000 Penalty: 3117.596436
	Iteration 74Q: 3 clusters Score -1965880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1965886.000000 Penalty: 3117.596436
	Iteration 75Q: 3 clusters Score -1965886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1965888.500000 Penalty: 3117.596436
	Iteration 76Q: 3 clusters Score -1965888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1965894.125000 Penalty: 3117.596436
	Iteration 77Q: 3 clusters Score -1965894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1965896.875000 Penalty: 3117.596436
	Iteration 78Q: 3 clusters Score -1965897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1965898.250000 Penalty: 3117.596436
	Iteration 79Q: 3 clusters Score -1965898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1965903.375000 Penalty: 3117.596436
	Iteration 80F: 3 clusters Score -1965903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1965906.875000 Penalty: 3117.596436
	Iteration 81Q: 3 clusters Score -1965907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1965908.375000 Penalty: 3117.596436
	Iteration 82Q: 3 clusters Score -1965908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1965911.750000 Penalty: 3117.596436
	Iteration 83Q: 3 clusters Score -1965912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1965916.125000 Penalty: 3117.596436
	Iteration 84Q: 3 clusters Score -1965916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1965925.000000 Penalty: 3117.596436
	Iteration 85Q: 3 clusters Score -1965925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1965927.625000 Penalty: 3117.596436
	Iteration 86Q: 3 clusters Score -1965928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1965934.875000 Penalty: 3117.596436
	Iteration 87Q: 3 clusters Score -1965935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1965935.875000 Penalty: 3117.596436
	Iteration 88Q: 3 clusters Score -1965936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1965950.250000 Penalty: 3117.596436
	Iteration 89Q: 3 clusters Score -1965950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1965957.875000 Penalty: 3117.596436
	Iteration 90Q: 3 clusters Score -1965958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1965970.500000 Penalty: 3117.596436
	Iteration 91Q: 3 clusters Score -1965970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1965977.125000 Penalty: 3117.596436
	Iteration 92Q: 3 clusters Score -1965977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1965988.375000 Penalty: 3117.596436
	Iteration 93Q: 3 clusters Score -1965988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1965995.875000 Penalty: 3117.596436
	Iteration 94Q: 3 clusters Score -1965996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1965999.625000 Penalty: 3117.596436
	Iteration 95Q: 3 clusters Score -1966000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1966006.125000 Penalty: 3117.596436
	Iteration 96Q: 3 clusters Score -1966006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1966004.625000 Penalty: 3117.596436
	Iteration 97Q: 3 clusters Score -1966005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1966005.625000 Penalty: 3117.596436
	Iteration 98Q: 3 clusters Score -1966006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1966008.250000 Penalty: 3117.596436
	Iteration 99Q: 3 clusters Score -1966008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1966014.000000 Penalty: 3117.596436
	Iteration 100F: 3 clusters Score -1966014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1966015.500000 Penalty: 3117.596436
	Iteration 101Q: 3 clusters Score -1966016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1966017.750000 Penalty: 3117.596436
	Iteration 102Q: 3 clusters Score -1966018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1966018.500000 Penalty: 3117.596436
	Iteration 103Q: 3 clusters Score -1966018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1966019.125000 Penalty: 3117.596436
	Iteration 104Q: 3 clusters Score -1966019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1966020.500000 Penalty: 3117.596436
	Iteration 105Q: 3 clusters Score -1966020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1966020.875000 Penalty: 3117.596436
	Iteration 106Q: 3 clusters Score -1966021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1966021.500000 Penalty: 3117.596436
	Iteration 107Q: 3 clusters Score -1966022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1966022.250000 Penalty: 3117.596436
	Iteration 108Q: 3 clusters Score -1966022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1966025.750000 Penalty: 3117.596436
	Iteration 109Q: 3 clusters Score -1966026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1966022.750000 Penalty: 3117.596436
	Iteration 110Q: 3 clusters Score -1966023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1966024.125000 Penalty: 3117.596436
	Iteration 111Q: 3 clusters Score -1966024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1966027.750000 Penalty: 3117.596436
	Iteration 112Q: 3 clusters Score -1966028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1966030.375000 Penalty: 3117.596436
	Iteration 113Q: 3 clusters Score -1966030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1966034.125000 Penalty: 3117.596436
	Iteration 114Q: 3 clusters Score -1966034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1966036.500000 Penalty: 3117.596436
	Iteration 115Q: 3 clusters Score -1966036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1966038.000000 Penalty: 3117.596436
	Iteration 116Q: 3 clusters Score -1966038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1966036.000000 Penalty: 3117.596436
	Iteration 117Q: 3 clusters Score -1966036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1966036.000000 Penalty: 3117.596436
	Iteration 118Q: 3 clusters Score -1966036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1966037.000000 Penalty: 3117.596436
	Iteration 119Q: 3 clusters Score -1966037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1966037.000000 Penalty: 3117.596436
	Iteration 120F: 3 clusters Score -1966037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -25992.183594 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -25992.18 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 183 members 
Entering Unmasked Estep 
Score: -25108.062500 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -25108.06 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25318.791016 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -25318.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25452.031250 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -25452.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25528.351562 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -25528.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25577.664062 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -25577.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25599.046875 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -25599.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25605.623047 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -25605.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25605.623047 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -25605.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -60018.363281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -60018.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58981.492188 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -58981.49 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59337.851562 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -59337.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59490.601562 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -59490.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59591.410156 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -59591.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59644.609375 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -59644.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59680.710938 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -59680.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59720.937500 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -59720.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59735.601562 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -59735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59740.531250 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -59740.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59740.531250 Penalty: 2066.861572
	Iteration 9F: 3 clusters Score -59740.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Entering Unmasked Estep 
Score: -8446940.000000 Penalty: 1797.560181
	Iteration 0F: 2 clusters Score -8446940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -8404584.000000 Penalty: 3595.120361
	Iteration 0F: 3 clusters Score -8404584 nChanged 30184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8422223.000000 Penalty: 3595.120361
	Iteration 1F: 3 clusters Score -8422223 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8423414.000000 Penalty: 3595.120361
	Iteration 2Q: 3 clusters Score -8423414 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8424973.000000 Penalty: 3595.120361
	Iteration 3Q: 3 clusters Score -8424973 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8426792.000000 Penalty: 3595.120361
	Iteration 4F: 3 clusters Score -8426792 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8428737.000000 Penalty: 3595.120361
	Iteration 5F: 3 clusters Score -8428737 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -8430526.000000 Penalty: 3595.120361
	Iteration 6F: 3 clusters Score -8430526 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -8431973.000000 Penalty: 3595.120361
	Iteration 7F: 3 clusters Score -8431973 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8433266.000000 Penalty: 3595.120361
	Iteration 8Q: 3 clusters Score -8433266 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8434253.000000 Penalty: 3595.120361
	Iteration 9Q: 3 clusters Score -8434253 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8435219.000000 Penalty: 3595.120361
	Iteration 10Q: 3 clusters Score -8435219 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8436096.000000 Penalty: 3595.120361
	Iteration 11Q: 3 clusters Score -8436096 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -8436923.000000 Penalty: 3595.120361
	Iteration 12Q: 3 clusters Score -8436923 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -8437847.000000 Penalty: 3595.120361
	Iteration 13Q: 3 clusters Score -8437847 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -8438642.000000 Penalty: 3595.120361
	Iteration 14Q: 3 clusters Score -8438642 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -8439422.000000 Penalty: 3595.120361
	Iteration 15Q: 3 clusters Score -8439422 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -8440133.000000 Penalty: 3595.120361
	Iteration 16Q: 3 clusters Score -8440133 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -8440840.000000 Penalty: 3595.120361
	Iteration 17Q: 3 clusters Score -8440840 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -8441335.000000 Penalty: 3595.120361
	Iteration 18Q: 3 clusters Score -8441335 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -8441893.000000 Penalty: 3595.120361
	Iteration 19Q: 3 clusters Score -8441893 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -8442398.000000 Penalty: 3595.120361
	Iteration 20F: 3 clusters Score -8442398 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -8442935.000000 Penalty: 3595.120361
	Iteration 21Q: 3 clusters Score -8442935 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -8443452.000000 Penalty: 3595.120361
	Iteration 22Q: 3 clusters Score -8443452 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -8443921.000000 Penalty: 3595.120361
	Iteration 23Q: 3 clusters Score -8443921 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -8444296.000000 Penalty: 3595.120361
	Iteration 24Q: 3 clusters Score -8444296 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -8444623.000000 Penalty: 3595.120361
	Iteration 25Q: 3 clusters Score -8444623 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -8444853.000000 Penalty: 3595.120361
	Iteration 26Q: 3 clusters Score -8444853 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -8445065.000000 Penalty: 3595.120361
	Iteration 27Q: 3 clusters Score -8445065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -8445199.000000 Penalty: 3595.120361
	Iteration 28Q: 3 clusters Score -8445199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -8445257.000000 Penalty: 3595.120361
	Iteration 29Q: 3 clusters Score -8445257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -8445307.000000 Penalty: 3595.120361
	Iteration 30Q: 3 clusters Score -8445307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -8445370.000000 Penalty: 3595.120361
	Iteration 31Q: 3 clusters Score -8445370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -8445412.000000 Penalty: 3595.120361
	Iteration 32Q: 3 clusters Score -8445412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8445423.000000 Penalty: 3595.120361
	Iteration 33Q: 3 clusters Score -8445423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -8445447.000000 Penalty: 3595.120361
	Iteration 34Q: 3 clusters Score -8445447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -8445451.000000 Penalty: 3595.120361
	Iteration 35Q: 3 clusters Score -8445451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -8445453.000000 Penalty: 3595.120361
	Iteration 36Q: 3 clusters Score -8445453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -8445461.000000 Penalty: 3595.120361
	Iteration 37Q: 3 clusters Score -8445461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -8445465.000000 Penalty: 3595.120361
	Iteration 38Q: 3 clusters Score -8445465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -8445460.000000 Penalty: 3595.120361
	Iteration 39Q: 3 clusters Score -8445460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8445469.000000 Penalty: 3595.120361
	Iteration 40F: 3 clusters Score -8445469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -8445472.000000 Penalty: 3595.120361
	Iteration 41Q: 3 clusters Score -8445472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -8445475.000000 Penalty: 3595.120361
	Iteration 42Q: 3 clusters Score -8445475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -8445471.000000 Penalty: 3595.120361
	Iteration 43Q: 3 clusters Score -8445471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -8445474.000000 Penalty: 3595.120361
	Iteration 44Q: 3 clusters Score -8445474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -8445483.000000 Penalty: 3595.120361
	Iteration 45Q: 3 clusters Score -8445483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -8445477.000000 Penalty: 3595.120361
	Iteration 46Q: 3 clusters Score -8445477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -8445483.000000 Penalty: 3595.120361
	Iteration 47Q: 3 clusters Score -8445483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -8445480.000000 Penalty: 3595.120361
	Iteration 48Q: 3 clusters Score -8445480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -8445481.000000 Penalty: 3595.120361
	Iteration 49Q: 3 clusters Score -8445481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8445495.000000 Penalty: 3595.120361
	Iteration 50Q: 3 clusters Score -8445495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -8445487.000000 Penalty: 3595.120361
	Iteration 51Q: 3 clusters Score -8445487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -8445500.000000 Penalty: 3595.120361
	Iteration 52Q: 3 clusters Score -8445500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -8445500.000000 Penalty: 3595.120361
	Iteration 53Q: 3 clusters Score -8445500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -8445501.000000 Penalty: 3595.120361
	Iteration 54Q: 3 clusters Score -8445501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -8445494.000000 Penalty: 3595.120361
	Iteration 55Q: 3 clusters Score -8445494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -8445494.000000 Penalty: 3595.120361
	Iteration 56F: 3 clusters Score -8445494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -156246.671875 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -156246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -154796.046875 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -154796 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155105.000000 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -155105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155215.390625 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -155215.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155297.843750 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -155297.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155360.125000 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -155360.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155405.515625 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -155405.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155445.109375 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -155445.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -155476.703125 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -155476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155506.343750 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -155506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155521.671875 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -155521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155536.484375 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -155536.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155551.750000 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -155551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155569.375000 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -155569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155578.812500 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -155578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155584.109375 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -155584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155585.625000 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -155585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -155587.000000 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -155587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155587.875000 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -155587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155587.875000 Penalty: 2249.859131
	Iteration 18F: 3 clusters Score -155587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -134111.906250 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -134111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132638.750000 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -132638.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132926.625000 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -132926.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133028.015625 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -133028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133119.406250 Penalty: 2261.804688
	Iteration 3F: 3 clusters Score -133119.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133192.156250 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -133192.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133269.343750 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -133269.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133340.609375 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -133340.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133397.531250 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -133397.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133434.000000 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -133434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133463.906250 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -133463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133489.937500 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -133489.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133512.640625 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -133512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133525.546875 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -133525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133530.562500 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -133530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133533.671875 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -133533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133535.140625 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -133535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133535.796875 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -133535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133537.171875 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -133537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133538.421875 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -133538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133538.421875 Penalty: 2261.804688
	Iteration 19F: 3 clusters Score -133538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -618782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -615054.500000 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -615054.5 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -615994.687500 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -615994.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -616179.000000 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -616179 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -616315.000000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -616315 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -616444.750000 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -616444.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -616542.062500 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -616542.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -616618.687500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -616618.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -616706.125000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -616706.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -616796.437500 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -616796.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -616913.375000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -616913.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -617027.000000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -617027 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -617129.250000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -617129.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -617219.250000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -617219.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -617299.875000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -617299.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -617365.625000 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -617365.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -617418.500000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -617418.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -617463.062500 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -617463.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -617493.687500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -617493.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -617518.000000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -617518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -617537.062500 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -617537.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -617548.000000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -617548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -617563.875000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -617563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -617581.687500 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -617581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -617593.000000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -617593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -617600.062500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -617600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -617602.875000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -617602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -617603.687500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -617603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -617606.875000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -617606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -617611.125000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -617611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -617612.000000 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -617612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -617612.000000 Penalty: 2739.927490
	Iteration 30F: 3 clusters Score -617612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -95850.164062 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -95850.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94666.164062 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -94666.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94899.539062 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -94899.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94955.742188 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -94955.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94985.750000 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -94985.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95010.617188 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -95010.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95017.460938 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -95017.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95021.390625 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -95021.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95023.289062 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -95023.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95023.289062 Penalty: 2108.497314
	Iteration 8F: 3 clusters Score -95023.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -35690.332031 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -35690.33 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 168 members 
Entering Unmasked Estep 
Score: -34857.398438 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34857.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35081.835938 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -35081.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35185.492188 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -35185.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35232.996094 Penalty: 1888.620850
	Iteration 3F: 3 clusters Score -35233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35258.324219 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -35258.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35289.445312 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -35289.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35297.488281 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -35297.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35299.578125 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -35299.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35299.578125 Penalty: 1888.620850
	Iteration 8F: 3 clusters Score -35299.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -433128.718750 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -433128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -430191.812500 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -430191.8 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -430982.156250 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -430982.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431142.218750 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -431142.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431225.437500 Penalty: 2640.541504
	Iteration 3Q: 3 clusters Score -431225.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -431284.156250 Penalty: 2640.541504
	Iteration 4Q: 3 clusters Score -431284.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -431329.843750 Penalty: 2640.541504
	Iteration 5Q: 3 clusters Score -431329.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -431372.718750 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -431372.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -431417.375000 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -431417.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -431452.375000 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -431452.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -431492.593750 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -431492.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -431523.812500 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -431523.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -431552.437500 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -431552.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -431574.687500 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -431574.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -431594.406250 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -431594.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -431625.125000 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -431625.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -431658.187500 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -431658.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -431687.531250 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -431687.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -431713.125000 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -431713.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -431729.906250 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -431729.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -431743.437500 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -431743.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -431755.406250 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -431755.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -431765.156250 Penalty: 2640.541504
	Iteration 21Q: 3 clusters Score -431765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -431773.562500 Penalty: 2640.541504
	Iteration 22Q: 3 clusters Score -431773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -431782.062500 Penalty: 2640.541504
	Iteration 23Q: 3 clusters Score -431782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -431786.812500 Penalty: 2640.541504
	Iteration 24Q: 3 clusters Score -431786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -431792.812500 Penalty: 2640.541504
	Iteration 25Q: 3 clusters Score -431792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -431796.937500 Penalty: 2640.541504
	Iteration 26Q: 3 clusters Score -431796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -431801.718750 Penalty: 2640.541504
	Iteration 27Q: 3 clusters Score -431801.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -431805.937500 Penalty: 2640.541504
	Iteration 28Q: 3 clusters Score -431805.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -431811.218750 Penalty: 2640.541504
	Iteration 29Q: 3 clusters Score -431811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -431815.437500 Penalty: 2640.541504
	Iteration 30Q: 3 clusters Score -431815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -431818.406250 Penalty: 2640.541504
	Iteration 31Q: 3 clusters Score -431818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -431819.281250 Penalty: 2640.541504
	Iteration 32Q: 3 clusters Score -431819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -431820.093750 Penalty: 2640.541504
	Iteration 33Q: 3 clusters Score -431820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -431820.781250 Penalty: 2640.541504
	Iteration 34Q: 3 clusters Score -431820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -431820.312500 Penalty: 2640.541504
	Iteration 35Q: 3 clusters Score -431820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -431820.343750 Penalty: 2640.541504
	Iteration 36Q: 3 clusters Score -431820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -431821.468750 Penalty: 2640.541504
	Iteration 37Q: 3 clusters Score -431821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -431821.343750 Penalty: 2640.541504
	Iteration 38Q: 3 clusters Score -431821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -431822.031250 Penalty: 2640.541504
	Iteration 39Q: 3 clusters Score -431822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -431822.781250 Penalty: 2640.541504
	Iteration 40F: 3 clusters Score -431822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -431823.250000 Penalty: 2640.541504
	Iteration 41Q: 3 clusters Score -431823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -431823.250000 Penalty: 2640.541504
	Iteration 42F: 3 clusters Score -431823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -195912.140625 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -195912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194051.734375 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -194051.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194712.312500 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -194712.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -195005.796875 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -195005.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -195202.234375 Penalty: 2427.081299
	Iteration 3F: 3 clusters Score -195202.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195347.500000 Penalty: 2427.081299
	Iteration 4F: 3 clusters Score -195347.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195447.093750 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -195447.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195529.250000 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -195529.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195601.656250 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -195601.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -195665.343750 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -195665.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195704.015625 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -195704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -195736.734375 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -195736.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195766.562500 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -195766.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195793.046875 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -195793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -195816.359375 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -195816.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195831.484375 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -195831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -195838.625000 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -195838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195842.046875 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -195842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195844.609375 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -195844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195845.750000 Penalty: 2427.081299
	Iteration 18Q: 3 clusters Score -195845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195848.453125 Penalty: 2427.081299
	Iteration 19Q: 3 clusters Score -195848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195849.265625 Penalty: 2427.081299
	Iteration 20F: 3 clusters Score -195849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195850.203125 Penalty: 2427.081299
	Iteration 21Q: 3 clusters Score -195850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195851.296875 Penalty: 2427.081299
	Iteration 22Q: 3 clusters Score -195851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195853.093750 Penalty: 2427.081299
	Iteration 23Q: 3 clusters Score -195853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195853.093750 Penalty: 2427.081299
	Iteration 24F: 3 clusters Score -195853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 1324.498047
	Iteration 0F: 2 clusters Score -452858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -449850.593750 Penalty: 2648.996094
	Iteration 0F: 3 clusters Score -449850.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -450686.187500 Penalty: 2648.996094
	Iteration 1F: 3 clusters Score -450686.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -450987.250000 Penalty: 2648.996094
	Iteration 2F: 3 clusters Score -450987.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -451264.156250 Penalty: 2648.996094
	Iteration 3F: 3 clusters Score -451264.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -451477.281250 Penalty: 2648.996094
	Iteration 4F: 3 clusters Score -451477.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -451592.125000 Penalty: 2648.996094
	Iteration 5F: 3 clusters Score -451592.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -451665.000000 Penalty: 2648.996094
	Iteration 6Q: 3 clusters Score -451665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -451706.375000 Penalty: 2648.996094
	Iteration 7Q: 3 clusters Score -451706.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -451744.093750 Penalty: 2648.996094
	Iteration 8Q: 3 clusters Score -451744.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451766.000000 Penalty: 2648.996094
	Iteration 9Q: 3 clusters Score -451766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -451779.031250 Penalty: 2648.996094
	Iteration 10Q: 3 clusters Score -451779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -451791.531250 Penalty: 2648.996094
	Iteration 11Q: 3 clusters Score -451791.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -451797.875000 Penalty: 2648.996094
	Iteration 12Q: 3 clusters Score -451797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -451802.843750 Penalty: 2648.996094
	Iteration 13Q: 3 clusters Score -451802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -451807.625000 Penalty: 2648.996094
	Iteration 14Q: 3 clusters Score -451807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -451808.093750 Penalty: 2648.996094
	Iteration 15Q: 3 clusters Score -451808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -451809.906250 Penalty: 2648.996094
	Iteration 16Q: 3 clusters Score -451809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -451811.781250 Penalty: 2648.996094
	Iteration 17Q: 3 clusters Score -451811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -451812.187500 Penalty: 2648.996094
	Iteration 18Q: 3 clusters Score -451812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -451813.500000 Penalty: 2648.996094
	Iteration 19Q: 3 clusters Score -451813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -451815.218750 Penalty: 2648.996094
	Iteration 20F: 3 clusters Score -451815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -451817.781250 Penalty: 2648.996094
	Iteration 21Q: 3 clusters Score -451817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -451818.687500 Penalty: 2648.996094
	Iteration 22Q: 3 clusters Score -451818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -451819.468750 Penalty: 2648.996094
	Iteration 23Q: 3 clusters Score -451819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -451819.593750 Penalty: 2648.996094
	Iteration 24Q: 3 clusters Score -451819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -451819.593750 Penalty: 2648.996094
	Iteration 25F: 3 clusters Score -451819.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -483763.687500 Penalty: 1338.461426
	Iteration 0F: 2 clusters Score -483763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -480571.343750 Penalty: 2676.922852
	Iteration 0F: 3 clusters Score -480571.3 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -481533.812500 Penalty: 2676.922852
	Iteration 1F: 3 clusters Score -481533.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -481825.812500 Penalty: 2676.922852
	Iteration 2F: 3 clusters Score -481825.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -482015.781250 Penalty: 2676.922852
	Iteration 3F: 3 clusters Score -482015.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -482157.968750 Penalty: 2676.922852
	Iteration 4Q: 3 clusters Score -482158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -482268.187500 Penalty: 2676.922852
	Iteration 5Q: 3 clusters Score -482268.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -482371.437500 Penalty: 2676.922852
	Iteration 6Q: 3 clusters Score -482371.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -482451.625000 Penalty: 2676.922852
	Iteration 7Q: 3 clusters Score -482451.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -482513.687500 Penalty: 2676.922852
	Iteration 8Q: 3 clusters Score -482513.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -482551.031250 Penalty: 2676.922852
	Iteration 9Q: 3 clusters Score -482551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -482580.375000 Penalty: 2676.922852
	Iteration 10Q: 3 clusters Score -482580.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -482605.406250 Penalty: 2676.922852
	Iteration 11Q: 3 clusters Score -482605.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -482626.906250 Penalty: 2676.922852
	Iteration 12Q: 3 clusters Score -482626.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -482645.687500 Penalty: 2676.922852
	Iteration 13Q: 3 clusters Score -482645.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -482666.500000 Penalty: 2676.922852
	Iteration 14Q: 3 clusters Score -482666.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -482681.500000 Penalty: 2676.922852
	Iteration 15Q: 3 clusters Score -482681.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -482694.656250 Penalty: 2676.922852
	Iteration 16Q: 3 clusters Score -482694.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -482713.656250 Penalty: 2676.922852
	Iteration 17Q: 3 clusters Score -482713.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -482734.156250 Penalty: 2676.922852
	Iteration 18Q: 3 clusters Score -482734.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -482752.625000 Penalty: 2676.922852
	Iteration 19Q: 3 clusters Score -482752.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482776.093750 Penalty: 2676.922852
	Iteration 20F: 3 clusters Score -482776.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -482791.875000 Penalty: 2676.922852
	Iteration 21Q: 3 clusters Score -482791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -482800.187500 Penalty: 2676.922852
	Iteration 22Q: 3 clusters Score -482800.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -482810.156250 Penalty: 2676.922852
	Iteration 23Q: 3 clusters Score -482810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -482817.218750 Penalty: 2676.922852
	Iteration 24Q: 3 clusters Score -482817.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -482825.281250 Penalty: 2676.922852
	Iteration 25Q: 3 clusters Score -482825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -482830.312500 Penalty: 2676.922852
	Iteration 26Q: 3 clusters Score -482830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -482835.218750 Penalty: 2676.922852
	Iteration 27Q: 3 clusters Score -482835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -482839.000000 Penalty: 2676.922852
	Iteration 28Q: 3 clusters Score -482839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -482840.843750 Penalty: 2676.922852
	Iteration 29Q: 3 clusters Score -482840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -482843.406250 Penalty: 2676.922852
	Iteration 30Q: 3 clusters Score -482843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -482846.531250 Penalty: 2676.922852
	Iteration 31Q: 3 clusters Score -482846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -482847.156250 Penalty: 2676.922852
	Iteration 32Q: 3 clusters Score -482847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -482847.250000 Penalty: 2676.922852
	Iteration 33Q: 3 clusters Score -482847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -482846.781250 Penalty: 2676.922852
	Iteration 34Q: 3 clusters Score -482846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -482848.156250 Penalty: 2676.922852
	Iteration 35Q: 3 clusters Score -482848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -482848.562500 Penalty: 2676.922852
	Iteration 36Q: 3 clusters Score -482848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -482848.531250 Penalty: 2676.922852
	Iteration 37Q: 3 clusters Score -482848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -482850.375000 Penalty: 2676.922852
	Iteration 38Q: 3 clusters Score -482850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -482851.812500 Penalty: 2676.922852
	Iteration 39Q: 3 clusters Score -482851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -482852.156250 Penalty: 2676.922852
	Iteration 40F: 3 clusters Score -482852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -482851.937500 Penalty: 2676.922852
	Iteration 41Q: 3 clusters Score -482851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -482853.437500 Penalty: 2676.922852
	Iteration 42Q: 3 clusters Score -482853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -482853.781250 Penalty: 2676.922852
	Iteration 43Q: 3 clusters Score -482853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -482855.281250 Penalty: 2676.922852
	Iteration 44Q: 3 clusters Score -482855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -482856.250000 Penalty: 2676.922852
	Iteration 45Q: 3 clusters Score -482856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -482858.375000 Penalty: 2676.922852
	Iteration 46Q: 3 clusters Score -482858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -482859.000000 Penalty: 2676.922852
	Iteration 47Q: 3 clusters Score -482859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -482860.531250 Penalty: 2676.922852
	Iteration 48Q: 3 clusters Score -482860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -482861.781250 Penalty: 2676.922852
	Iteration 49Q: 3 clusters Score -482861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -482862.531250 Penalty: 2676.922852
	Iteration 50Q: 3 clusters Score -482862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -482863.312500 Penalty: 2676.922852
	Iteration 51Q: 3 clusters Score -482863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -482863.312500 Penalty: 2676.922852
	Iteration 52F: 3 clusters Score -482863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43632.433594 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -43632.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42756.402344 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -42756.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43019.800781 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -43019.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43111.015625 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -43111.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43159.277344 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -43159.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43171.652344 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -43171.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43178.015625 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -43178.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43186.332031 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -43186.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43186.332031 Penalty: 1946.412354
	Iteration 7F: 3 clusters Score -43186.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -604157.812500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -604157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -600322.187500 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -600322.2 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -601382.187500 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -601382.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -601612.187500 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -601612.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -601778.562500 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -601778.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -601932.125000 Penalty: 2750.183350
	Iteration 4F: 3 clusters Score -601932.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -602068.000000 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -602068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -602180.125000 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -602180.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -602274.812500 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -602274.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -602377.312500 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -602377.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -602466.187500 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -602466.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -602539.062500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -602539.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -602606.125000 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -602606.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -602668.187500 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -602668.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -602725.250000 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -602725.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -602779.187500 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -602779.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -602818.500000 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -602818.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -602855.625000 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -602855.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -602889.625000 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -602889.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -602922.375000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -602922.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -602955.437500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -602955.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -602990.375000 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -602990.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -603018.937500 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -603018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -603029.812500 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -603029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -603032.562500 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -603032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -603039.125000 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -603039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -603042.000000 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -603042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -603044.562500 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -603044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -603047.062500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -603047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -603050.250000 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -603050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -603053.125000 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -603053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -603055.750000 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -603055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -603058.562500 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -603058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -603059.562500 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -603059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -603060.312500 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -603060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -603062.062500 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -603062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -603063.312500 Penalty: 2750.183350
	Iteration 35Q: 3 clusters Score -603063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -603063.312500 Penalty: 2750.183350
	Iteration 36F: 3 clusters Score -603063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -130667.117188 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -130667.1 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 524 members 
Entering Unmasked Estep 
Score: -129217.203125 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -129217.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129482.773438 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -129482.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129555.203125 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -129555.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129584.210938 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -129584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129605.601562 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -129605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129623.890625 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -129623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129641.226562 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -129641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129649.890625 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -129649.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129652.460938 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -129652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129654.031250 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -129654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129655.117188 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -129655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129655.875000 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -129655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129655.875000 Penalty: 2249.538818
	Iteration 12F: 3 clusters Score -129655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -153747.4 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 549 members 
Entering Unmasked Estep 
Score: -152264.781250 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -152264.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152526.390625 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -152526.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152583.515625 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -152583.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -152609.781250 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -152609.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152650.390625 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -152650.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152670.515625 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -152670.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152683.812500 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -152683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152692.906250 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -152692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152699.000000 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -152699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -152701.109375 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -152701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152710.125000 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -152710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -152712.406250 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -152712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -152713.515625 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -152713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152713.828125 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -152713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152715.078125 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -152715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152715.890625 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -152715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152716.000000 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -152716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -152716.531250 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -152716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152717.921875 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -152717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152718.375000 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -152718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152718.375000 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -152718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -1005375.937500 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -1005376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -999752.812500 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -999752.8 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1001453.687500 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -1001454 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1001709.437500 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -1001709 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1001992.187500 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -1001992 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1002302.500000 Penalty: 2905.236084
	Iteration 4F: 3 clusters Score -1002302 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1002625.687500 Penalty: 2905.236084
	Iteration 5F: 3 clusters Score -1002626 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1002952.687500 Penalty: 2905.236084
	Iteration 6F: 3 clusters Score -1002953 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1003210.000000 Penalty: 2905.236084
	Iteration 7F: 3 clusters Score -1003210 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1003404.687500 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -1003405 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1003535.687500 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -1003536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1003636.562500 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -1003637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1003710.187500 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -1003710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1003763.937500 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -1003764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1003806.250000 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -1003806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1003857.437500 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -1003857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1003896.875000 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -1003897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1003920.875000 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -1003921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1003937.687500 Penalty: 2905.236084
	Iteration 17Q: 3 clusters Score -1003938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1003955.125000 Penalty: 2905.236084
	Iteration 18Q: 3 clusters Score -1003955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1003971.187500 Penalty: 2905.236084
	Iteration 19Q: 3 clusters Score -1003971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1003986.937500 Penalty: 2905.236084
	Iteration 20F: 3 clusters Score -1003987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1004005.000000 Penalty: 2905.236084
	Iteration 21Q: 3 clusters Score -1004005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1004025.750000 Penalty: 2905.236084
	Iteration 22Q: 3 clusters Score -1004026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1004037.125000 Penalty: 2905.236084
	Iteration 23Q: 3 clusters Score -1004037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1004055.125000 Penalty: 2905.236084
	Iteration 24Q: 3 clusters Score -1004055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1004078.937500 Penalty: 2905.236084
	Iteration 25Q: 3 clusters Score -1004079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1004093.375000 Penalty: 2905.236084
	Iteration 26Q: 3 clusters Score -1004093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1004108.312500 Penalty: 2905.236084
	Iteration 27Q: 3 clusters Score -1004108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1004117.562500 Penalty: 2905.236084
	Iteration 28Q: 3 clusters Score -1004118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1004128.437500 Penalty: 2905.236084
	Iteration 29Q: 3 clusters Score -1004128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1004139.125000 Penalty: 2905.236084
	Iteration 30Q: 3 clusters Score -1004139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1004147.250000 Penalty: 2905.236084
	Iteration 31Q: 3 clusters Score -1004147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1004152.062500 Penalty: 2905.236084
	Iteration 32Q: 3 clusters Score -1004152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1004161.500000 Penalty: 2905.236084
	Iteration 33Q: 3 clusters Score -1004162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1004169.562500 Penalty: 2905.236084
	Iteration 34Q: 3 clusters Score -1004170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1004178.312500 Penalty: 2905.236084
	Iteration 35Q: 3 clusters Score -1004178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1004191.750000 Penalty: 2905.236084
	Iteration 36Q: 3 clusters Score -1004192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1004209.562500 Penalty: 2905.236084
	Iteration 37Q: 3 clusters Score -1004210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1004223.500000 Penalty: 2905.236084
	Iteration 38Q: 3 clusters Score -1004224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1004231.187500 Penalty: 2905.236084
	Iteration 39Q: 3 clusters Score -1004231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1004240.937500 Penalty: 2905.236084
	Iteration 40F: 3 clusters Score -1004241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1004253.062500 Penalty: 2905.236084
	Iteration 41Q: 3 clusters Score -1004253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1004261.250000 Penalty: 2905.236084
	Iteration 42Q: 3 clusters Score -1004261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1004283.187500 Penalty: 2905.236084
	Iteration 43Q: 3 clusters Score -1004283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1004303.250000 Penalty: 2905.236084
	Iteration 44Q: 3 clusters Score -1004303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1004319.250000 Penalty: 2905.236084
	Iteration 45Q: 3 clusters Score -1004319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1004328.500000 Penalty: 2905.236084
	Iteration 46Q: 3 clusters Score -1004328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1004336.812500 Penalty: 2905.236084
	Iteration 47Q: 3 clusters Score -1004337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1004348.125000 Penalty: 2905.236084
	Iteration 48Q: 3 clusters Score -1004348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1004357.312500 Penalty: 2905.236084
	Iteration 49Q: 3 clusters Score -1004357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1004366.562500 Penalty: 2905.236084
	Iteration 50Q: 3 clusters Score -1004367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1004378.562500 Penalty: 2905.236084
	Iteration 51Q: 3 clusters Score -1004379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1004387.750000 Penalty: 2905.236084
	Iteration 52Q: 3 clusters Score -1004388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1004394.187500 Penalty: 2905.236084
	Iteration 53Q: 3 clusters Score -1004394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1004396.937500 Penalty: 2905.236084
	Iteration 54Q: 3 clusters Score -1004397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1004403.062500 Penalty: 2905.236084
	Iteration 55Q: 3 clusters Score -1004403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1004403.937500 Penalty: 2905.236084
	Iteration 56Q: 3 clusters Score -1004404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1004405.875000 Penalty: 2905.236084
	Iteration 57Q: 3 clusters Score -1004406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1004408.562500 Penalty: 2905.236084
	Iteration 58Q: 3 clusters Score -1004409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1004409.312500 Penalty: 2905.236084
	Iteration 59Q: 3 clusters Score -1004409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1004409.687500 Penalty: 2905.236084
	Iteration 60F: 3 clusters Score -1004410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1004411.562500 Penalty: 2905.236084
	Iteration 61Q: 3 clusters Score -1004412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1004411.625000 Penalty: 2905.236084
	Iteration 62Q: 3 clusters Score -1004412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1004410.562500 Penalty: 2905.236084
	Iteration 63Q: 3 clusters Score -1004411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1004411.125000 Penalty: 2905.236084
	Iteration 64Q: 3 clusters Score -1004411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1004412.937500 Penalty: 2905.236084
	Iteration 65Q: 3 clusters Score -1004413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1004412.937500 Penalty: 2905.236084
	Iteration 66Q: 3 clusters Score -1004413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1004414.812500 Penalty: 2905.236084
	Iteration 67Q: 3 clusters Score -1004415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1004416.500000 Penalty: 2905.236084
	Iteration 68Q: 3 clusters Score -1004416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1004416.750000 Penalty: 2905.236084
	Iteration 69Q: 3 clusters Score -1004417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1004416.437500 Penalty: 2905.236084
	Iteration 70Q: 3 clusters Score -1004416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1004418.125000 Penalty: 2905.236084
	Iteration 71Q: 3 clusters Score -1004418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1004419.125000 Penalty: 2905.236084
	Iteration 72Q: 3 clusters Score -1004419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1004420.625000 Penalty: 2905.236084
	Iteration 73Q: 3 clusters Score -1004421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1004421.312500 Penalty: 2905.236084
	Iteration 74Q: 3 clusters Score -1004421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1004419.375000 Penalty: 2905.236084
	Iteration 75Q: 3 clusters Score -1004419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1004420.937500 Penalty: 2905.236084
	Iteration 76Q: 3 clusters Score -1004421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1004420.875000 Penalty: 2905.236084
	Iteration 77Q: 3 clusters Score -1004421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1004423.312500 Penalty: 2905.236084
	Iteration 78Q: 3 clusters Score -1004423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1004423.625000 Penalty: 2905.236084
	Iteration 79Q: 3 clusters Score -1004424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1004423.625000 Penalty: 2905.236084
	Iteration 80F: 3 clusters Score -1004424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (74606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Entering Unmasked Estep 
Score: -10176187.000000 Penalty: 1823.246216
	Iteration 0F: 2 clusters Score -1.017619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -10128340.000000 Penalty: 3646.492432
	Iteration 0F: 3 clusters Score -1.012834e+07 nChanged 35497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -10148517.000000 Penalty: 3646.492432
	Iteration 1F: 3 clusters Score -1.014852e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -10149164.000000 Penalty: 3646.492432
	Iteration 2Q: 3 clusters Score -1.014916e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -10150067.000000 Penalty: 3646.492432
	Iteration 3Q: 3 clusters Score -1.015007e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -10151310.000000 Penalty: 3646.492432
	Iteration 4Q: 3 clusters Score -1.015131e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -10152812.000000 Penalty: 3646.492432
	Iteration 5Q: 3 clusters Score -1.015281e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -10154835.000000 Penalty: 3646.492432
	Iteration 6Q: 3 clusters Score -1.015484e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -10157279.000000 Penalty: 3646.492432
	Iteration 7F: 3 clusters Score -1.015728e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -10160092.000000 Penalty: 3646.492432
	Iteration 8F: 3 clusters Score -1.016009e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -10162742.000000 Penalty: 3646.492432
	Iteration 9F: 3 clusters Score -1.016274e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -10164877.000000 Penalty: 3646.492432
	Iteration 10Q: 3 clusters Score -1.016488e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -10166319.000000 Penalty: 3646.492432
	Iteration 11Q: 3 clusters Score -1.016632e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -10167367.000000 Penalty: 3646.492432
	Iteration 12Q: 3 clusters Score -1.016737e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -10168208.000000 Penalty: 3646.492432
	Iteration 13Q: 3 clusters Score -1.016821e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -10169031.000000 Penalty: 3646.492432
	Iteration 14Q: 3 clusters Score -1.016903e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -10169672.000000 Penalty: 3646.492432
	Iteration 15Q: 3 clusters Score -1.016967e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -10170270.000000 Penalty: 3646.492432
	Iteration 16Q: 3 clusters Score -1.017027e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -10170775.000000 Penalty: 3646.492432
	Iteration 17Q: 3 clusters Score -1.017078e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -10171253.000000 Penalty: 3646.492432
	Iteration 18Q: 3 clusters Score -1.017125e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -10171724.000000 Penalty: 3646.492432
	Iteration 19Q: 3 clusters Score -1.017172e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -10172204.000000 Penalty: 3646.492432
	Iteration 20F: 3 clusters Score -1.01722e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -10172595.000000 Penalty: 3646.492432
	Iteration 21Q: 3 clusters Score -1.01726e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10172942.000000 Penalty: 3646.492432
	Iteration 22Q: 3 clusters Score -1.017294e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10173297.000000 Penalty: 3646.492432
	Iteration 23Q: 3 clusters Score -1.01733e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10173497.000000 Penalty: 3646.492432
	Iteration 24Q: 3 clusters Score -1.01735e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10173768.000000 Penalty: 3646.492432
	Iteration 25Q: 3 clusters Score -1.017377e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10173922.000000 Penalty: 3646.492432
	Iteration 26Q: 3 clusters Score -1.017392e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10174076.000000 Penalty: 3646.492432
	Iteration 27Q: 3 clusters Score -1.017408e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10174194.000000 Penalty: 3646.492432
	Iteration 28Q: 3 clusters Score -1.017419e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10174277.000000 Penalty: 3646.492432
	Iteration 29Q: 3 clusters Score -1.017428e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10174345.000000 Penalty: 3646.492432
	Iteration 30Q: 3 clusters Score -1.017434e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10174386.000000 Penalty: 3646.492432
	Iteration 31Q: 3 clusters Score -1.017439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10174413.000000 Penalty: 3646.492432
	Iteration 32Q: 3 clusters Score -1.017441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10174432.000000 Penalty: 3646.492432
	Iteration 33Q: 3 clusters Score -1.017443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10174454.000000 Penalty: 3646.492432
	Iteration 34Q: 3 clusters Score -1.017445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10174467.000000 Penalty: 3646.492432
	Iteration 35Q: 3 clusters Score -1.017447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10174465.000000 Penalty: 3646.492432
	Iteration 36Q: 3 clusters Score -1.017446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10174468.000000 Penalty: 3646.492432
	Iteration 37Q: 3 clusters Score -1.017447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10174483.000000 Penalty: 3646.492432
	Iteration 38Q: 3 clusters Score -1.017448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10174496.000000 Penalty: 3646.492432
	Iteration 39Q: 3 clusters Score -1.01745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10174505.000000 Penalty: 3646.492432
	Iteration 40F: 3 clusters Score -1.01745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10174517.000000 Penalty: 3646.492432
	Iteration 41Q: 3 clusters Score -1.017452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10174525.000000 Penalty: 3646.492432
	Iteration 42Q: 3 clusters Score -1.017452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10174533.000000 Penalty: 3646.492432
	Iteration 43Q: 3 clusters Score -1.017453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10174539.000000 Penalty: 3646.492432
	Iteration 44Q: 3 clusters Score -1.017454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10174542.000000 Penalty: 3646.492432
	Iteration 45Q: 3 clusters Score -1.017454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10174548.000000 Penalty: 3646.492432
	Iteration 46Q: 3 clusters Score -1.017455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10174550.000000 Penalty: 3646.492432
	Iteration 47Q: 3 clusters Score -1.017455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10174552.000000 Penalty: 3646.492432
	Iteration 48Q: 3 clusters Score -1.017455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10174556.000000 Penalty: 3646.492432
	Iteration 49Q: 3 clusters Score -1.017456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10174560.000000 Penalty: 3646.492432
	Iteration 50Q: 3 clusters Score -1.017456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10174559.000000 Penalty: 3646.492432
	Iteration 51Q: 3 clusters Score -1.017456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10174553.000000 Penalty: 3646.492432
	Iteration 52Q: 3 clusters Score -1.017455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10174553.000000 Penalty: 3646.492432
	Iteration 53F: 3 clusters Score -1.017455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -82806.898438 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -82806.9 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 316 members 
Entering Unmasked Estep 
Score: -81625.273438 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -81625.27 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81872.742188 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -81872.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82006.921875 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -82006.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82141.132812 Penalty: 2110.961182
	Iteration 3F: 3 clusters Score -82141.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82251.710938 Penalty: 2110.961182
	Iteration 4F: 3 clusters Score -82251.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82293.156250 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -82293.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82319.562500 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -82319.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82330.664062 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -82330.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82338.718750 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -82338.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82345.484375 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -82345.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82350.898438 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -82350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82355.976562 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -82355.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82355.976562 Penalty: 2110.961182
	Iteration 12F: 3 clusters Score -82355.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Entering Unmasked Estep 
Score: -4433727.500000 Penalty: 1696.582397
	Iteration 0F: 2 clusters Score -4433728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4410692.500000 Penalty: 3393.164795
	Iteration 0F: 3 clusters Score -4410692 nChanged 15870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4419813.000000 Penalty: 3393.164795
	Iteration 1F: 3 clusters Score -4419813 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4420545.000000 Penalty: 3393.164795
	Iteration 2F: 3 clusters Score -4420545 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4421403.000000 Penalty: 3393.164795
	Iteration 3F: 3 clusters Score -4421403 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4422295.000000 Penalty: 3393.164795
	Iteration 4F: 3 clusters Score -4422295 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4423159.000000 Penalty: 3393.164795
	Iteration 5F: 3 clusters Score -4423159 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4424189.000000 Penalty: 3393.164795
	Iteration 6F: 3 clusters Score -4424189 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4425411.500000 Penalty: 3393.164795
	Iteration 7F: 3 clusters Score -4425412 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4426645.000000 Penalty: 3393.164795
	Iteration 8F: 3 clusters Score -4426645 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4427719.000000 Penalty: 3393.164795
	Iteration 9F: 3 clusters Score -4427719 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4428487.000000 Penalty: 3393.164795
	Iteration 10Q: 3 clusters Score -4428487 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4429069.000000 Penalty: 3393.164795
	Iteration 11Q: 3 clusters Score -4429069 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4429549.500000 Penalty: 3393.164795
	Iteration 12Q: 3 clusters Score -4429550 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4429996.000000 Penalty: 3393.164795
	Iteration 13Q: 3 clusters Score -4429996 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4430350.000000 Penalty: 3393.164795
	Iteration 14Q: 3 clusters Score -4430350 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4430635.500000 Penalty: 3393.164795
	Iteration 15Q: 3 clusters Score -4430636 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4430861.000000 Penalty: 3393.164795
	Iteration 16Q: 3 clusters Score -4430861 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4431055.000000 Penalty: 3393.164795
	Iteration 17Q: 3 clusters Score -4431055 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4431197.500000 Penalty: 3393.164795
	Iteration 18Q: 3 clusters Score -4431198 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4431353.000000 Penalty: 3393.164795
	Iteration 19Q: 3 clusters Score -4431353 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4431525.500000 Penalty: 3393.164795
	Iteration 20F: 3 clusters Score -4431526 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4431751.000000 Penalty: 3393.164795
	Iteration 21Q: 3 clusters Score -4431751 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4432033.500000 Penalty: 3393.164795
	Iteration 22Q: 3 clusters Score -4432034 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4432337.500000 Penalty: 3393.164795
	Iteration 23Q: 3 clusters Score -4432338 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4432601.500000 Penalty: 3393.164795
	Iteration 24Q: 3 clusters Score -4432602 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4432800.500000 Penalty: 3393.164795
	Iteration 25Q: 3 clusters Score -4432800 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4432945.500000 Penalty: 3393.164795
	Iteration 26Q: 3 clusters Score -4432946 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4433078.000000 Penalty: 3393.164795
	Iteration 27Q: 3 clusters Score -4433078 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4433210.000000 Penalty: 3393.164795
	Iteration 28Q: 3 clusters Score -4433210 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4433316.000000 Penalty: 3393.164795
	Iteration 29Q: 3 clusters Score -4433316 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4433396.000000 Penalty: 3393.164795
	Iteration 30Q: 3 clusters Score -4433396 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4433474.500000 Penalty: 3393.164795
	Iteration 31Q: 3 clusters Score -4433474 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4433517.500000 Penalty: 3393.164795
	Iteration 32Q: 3 clusters Score -4433518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4433563.000000 Penalty: 3393.164795
	Iteration 33Q: 3 clusters Score -4433563 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4433594.000000 Penalty: 3393.164795
	Iteration 34Q: 3 clusters Score -4433594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4433635.000000 Penalty: 3393.164795
	Iteration 35Q: 3 clusters Score -4433635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4433658.500000 Penalty: 3393.164795
	Iteration 36Q: 3 clusters Score -4433658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4433664.500000 Penalty: 3393.164795
	Iteration 37Q: 3 clusters Score -4433664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4433677.000000 Penalty: 3393.164795
	Iteration 38Q: 3 clusters Score -4433677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4433683.000000 Penalty: 3393.164795
	Iteration 39Q: 3 clusters Score -4433683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4433701.000000 Penalty: 3393.164795
	Iteration 40F: 3 clusters Score -4433701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4433702.000000 Penalty: 3393.164795
	Iteration 41Q: 3 clusters Score -4433702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4433718.000000 Penalty: 3393.164795
	Iteration 42Q: 3 clusters Score -4433718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4433725.500000 Penalty: 3393.164795
	Iteration 43Q: 3 clusters Score -4433726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4433730.000000 Penalty: 3393.164795
	Iteration 44Q: 3 clusters Score -4433730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4433733.000000 Penalty: 3393.164795
	Iteration 45Q: 3 clusters Score -4433733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4433745.000000 Penalty: 3393.164795
	Iteration 46Q: 3 clusters Score -4433745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4433747.000000 Penalty: 3393.164795
	Iteration 47Q: 3 clusters Score -4433747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4433754.000000 Penalty: 3393.164795
	Iteration 48Q: 3 clusters Score -4433754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4433757.500000 Penalty: 3393.164795
	Iteration 49Q: 3 clusters Score -4433758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4433759.500000 Penalty: 3393.164795
	Iteration 50Q: 3 clusters Score -4433760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4433754.000000 Penalty: 3393.164795
	Iteration 51Q: 3 clusters Score -4433754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4433751.000000 Penalty: 3393.164795
	Iteration 52Q: 3 clusters Score -4433751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4433753.500000 Penalty: 3393.164795
	Iteration 53Q: 3 clusters Score -4433754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4433765.500000 Penalty: 3393.164795
	Iteration 54Q: 3 clusters Score -4433766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4433760.000000 Penalty: 3393.164795
	Iteration 55Q: 3 clusters Score -4433760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4433759.500000 Penalty: 3393.164795
	Iteration 56Q: 3 clusters Score -4433760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4433763.500000 Penalty: 3393.164795
	Iteration 57Q: 3 clusters Score -4433764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4433762.500000 Penalty: 3393.164795
	Iteration 58Q: 3 clusters Score -4433762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4433763.500000 Penalty: 3393.164795
	Iteration 59Q: 3 clusters Score -4433764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4433765.500000 Penalty: 3393.164795
	Iteration 60F: 3 clusters Score -4433766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4433764.000000 Penalty: 3393.164795
	Iteration 61Q: 3 clusters Score -4433764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4433763.500000 Penalty: 3393.164795
	Iteration 62Q: 3 clusters Score -4433764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4433765.500000 Penalty: 3393.164795
	Iteration 63Q: 3 clusters Score -4433766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4433765.000000 Penalty: 3393.164795
	Iteration 64Q: 3 clusters Score -4433765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4433765.500000 Penalty: 3393.164795
	Iteration 65Q: 3 clusters Score -4433766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4433762.000000 Penalty: 3393.164795
	Iteration 66Q: 3 clusters Score -4433762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4433769.000000 Penalty: 3393.164795
	Iteration 67Q: 3 clusters Score -4433769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4433766.000000 Penalty: 3393.164795
	Iteration 68Q: 3 clusters Score -4433766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4433766.500000 Penalty: 3393.164795
	Iteration 69Q: 3 clusters Score -4433766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4433773.500000 Penalty: 3393.164795
	Iteration 70Q: 3 clusters Score -4433774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4433771.000000 Penalty: 3393.164795
	Iteration 71Q: 3 clusters Score -4433771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4433776.500000 Penalty: 3393.164795
	Iteration 72Q: 3 clusters Score -4433776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4433782.000000 Penalty: 3393.164795
	Iteration 73Q: 3 clusters Score -4433782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4433779.000000 Penalty: 3393.164795
	Iteration 74Q: 3 clusters Score -4433779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -4433780.500000 Penalty: 3393.164795
	Iteration 75Q: 3 clusters Score -4433780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4433777.500000 Penalty: 3393.164795
	Iteration 76Q: 3 clusters Score -4433778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4433777.500000 Penalty: 3393.164795
	Iteration 77F: 3 clusters Score -4433778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 4195 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Mstep: Class 74 contains 30023 members 
Entering Unmasked Estep 
Score: -68999592.000000 Penalty: 158513.796875
Splitting cluster 29 changes total score from -68999968.000000 to -68999592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -59589.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -59589.49 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 234 members 
Entering Unmasked Estep 
Score: -58542.542969 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -58542.54 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58698.199219 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -58698.2 nChanged 31
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: -58759.484375 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -58759.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58783.503906 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -58783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58802.832031 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -58802.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58810.921875 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -58810.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58815.605469 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -58815.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58821.167969 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -58821.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58822.761719 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -58822.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58823.281250 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -58823.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58823.281250 Penalty: 2009.177612
	Iteration 10F: 3 clusters Score -58823.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3473256.500000 Penalty: 1651.888428
	Iteration 0F: 2 clusters Score -3473256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3455789.000000 Penalty: 3303.776855
	Iteration 0F: 3 clusters Score -3455789 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3462141.250000 Penalty: 3303.776855
	Iteration 1F: 3 clusters Score -3462141 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3462532.500000 Penalty: 3303.776855
	Iteration 2Q: 3 clusters Score -3462532 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3462935.000000 Penalty: 3303.776855
	Iteration 3Q: 3 clusters Score -3462935 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3463345.000000 Penalty: 3303.776855
	Iteration 4Q: 3 clusters Score -3463345 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3463809.500000 Penalty: 3303.776855
	Iteration 5Q: 3 clusters Score -3463810 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3464324.500000 Penalty: 3303.776855
	Iteration 6Q: 3 clusters Score -3464324 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3464933.500000 Penalty: 3303.776855
	Iteration 7Q: 3 clusters Score -3464934 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3465626.250000 Penalty: 3303.776855
	Iteration 8F: 3 clusters Score -3465626 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3466407.000000 Penalty: 3303.776855
	Iteration 9F: 3 clusters Score -3466407 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3467339.500000 Penalty: 3303.776855
	Iteration 10F: 3 clusters Score -3467340 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3468254.750000 Penalty: 3303.776855
	Iteration 11Q: 3 clusters Score -3468255 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3469088.250000 Penalty: 3303.776855
	Iteration 12Q: 3 clusters Score -3469088 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3469696.500000 Penalty: 3303.776855
	Iteration 13Q: 3 clusters Score -3469696 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3470115.250000 Penalty: 3303.776855
	Iteration 14Q: 3 clusters Score -3470115 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3470454.750000 Penalty: 3303.776855
	Iteration 15Q: 3 clusters Score -3470455 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3470702.000000 Penalty: 3303.776855
	Iteration 16Q: 3 clusters Score -3470702 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3470915.000000 Penalty: 3303.776855
	Iteration 17Q: 3 clusters Score -3470915 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3471069.750000 Penalty: 3303.776855
	Iteration 18Q: 3 clusters Score -3471070 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3471232.250000 Penalty: 3303.776855
	Iteration 19Q: 3 clusters Score -3471232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3471386.000000 Penalty: 3303.776855
	Iteration 20F: 3 clusters Score -3471386 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3471528.000000 Penalty: 3303.776855
	Iteration 21Q: 3 clusters Score -3471528 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3471654.500000 Penalty: 3303.776855
	Iteration 22Q: 3 clusters Score -3471654 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3471755.000000 Penalty: 3303.776855
	Iteration 23Q: 3 clusters Score -3471755 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3471864.500000 Penalty: 3303.776855
	Iteration 24Q: 3 clusters Score -3471864 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3471933.500000 Penalty: 3303.776855
	Iteration 25Q: 3 clusters Score -3471934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3471980.750000 Penalty: 3303.776855
	Iteration 26Q: 3 clusters Score -3471981 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3472049.750000 Penalty: 3303.776855
	Iteration 27Q: 3 clusters Score -3472050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3472094.750000 Penalty: 3303.776855
	Iteration 28Q: 3 clusters Score -3472095 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3472134.250000 Penalty: 3303.776855
	Iteration 29Q: 3 clusters Score -3472134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3472167.250000 Penalty: 3303.776855
	Iteration 30Q: 3 clusters Score -3472167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3472215.500000 Penalty: 3303.776855
	Iteration 31Q: 3 clusters Score -3472216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3472247.500000 Penalty: 3303.776855
	Iteration 32Q: 3 clusters Score -3472248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3472259.250000 Penalty: 3303.776855
	Iteration 33Q: 3 clusters Score -3472259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3472289.500000 Penalty: 3303.776855
	Iteration 34Q: 3 clusters Score -3472290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3472305.250000 Penalty: 3303.776855
	Iteration 35Q: 3 clusters Score -3472305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3472314.000000 Penalty: 3303.776855
	Iteration 36Q: 3 clusters Score -3472314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3472328.750000 Penalty: 3303.776855
	Iteration 37Q: 3 clusters Score -3472329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3472340.000000 Penalty: 3303.776855
	Iteration 38Q: 3 clusters Score -3472340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3472343.250000 Penalty: 3303.776855
	Iteration 39Q: 3 clusters Score -3472343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3472344.750000 Penalty: 3303.776855
	Iteration 40F: 3 clusters Score -3472345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3472350.250000 Penalty: 3303.776855
	Iteration 41Q: 3 clusters Score -3472350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3472357.500000 Penalty: 3303.776855
	Iteration 42Q: 3 clusters Score -3472358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3472368.000000 Penalty: 3303.776855
	Iteration 43Q: 3 clusters Score -3472368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3472369.750000 Penalty: 3303.776855
	Iteration 44Q: 3 clusters Score -3472370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3472376.000000 Penalty: 3303.776855
	Iteration 45Q: 3 clusters Score -3472376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3472372.750000 Penalty: 3303.776855
	Iteration 46Q: 3 clusters Score -3472373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3472377.750000 Penalty: 3303.776855
	Iteration 47Q: 3 clusters Score -3472378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3472381.750000 Penalty: 3303.776855
	Iteration 48Q: 3 clusters Score -3472382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3472385.500000 Penalty: 3303.776855
	Iteration 49Q: 3 clusters Score -3472386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3472387.500000 Penalty: 3303.776855
	Iteration 50Q: 3 clusters Score -3472388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3472389.250000 Penalty: 3303.776855
	Iteration 51Q: 3 clusters Score -3472389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3472388.750000 Penalty: 3303.776855
	Iteration 52Q: 3 clusters Score -3472389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3472390.500000 Penalty: 3303.776855
	Iteration 53Q: 3 clusters Score -3472390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3472390.250000 Penalty: 3303.776855
	Iteration 54Q: 3 clusters Score -3472390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3472397.250000 Penalty: 3303.776855
	Iteration 55Q: 3 clusters Score -3472397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3472397.000000 Penalty: 3303.776855
	Iteration 56Q: 3 clusters Score -3472397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3472394.750000 Penalty: 3303.776855
	Iteration 57Q: 3 clusters Score -3472395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3472398.750000 Penalty: 3303.776855
	Iteration 58Q: 3 clusters Score -3472399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3472403.000000 Penalty: 3303.776855
	Iteration 59Q: 3 clusters Score -3472403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3472410.500000 Penalty: 3303.776855
	Iteration 60F: 3 clusters Score -3472410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3472414.250000 Penalty: 3303.776855
	Iteration 61Q: 3 clusters Score -3472414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3472414.000000 Penalty: 3303.776855
	Iteration 62Q: 3 clusters Score -3472414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3472420.000000 Penalty: 3303.776855
	Iteration 63Q: 3 clusters Score -3472420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3472423.500000 Penalty: 3303.776855
	Iteration 64Q: 3 clusters Score -3472424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3472425.250000 Penalty: 3303.776855
	Iteration 65Q: 3 clusters Score -3472425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3472431.250000 Penalty: 3303.776855
	Iteration 66Q: 3 clusters Score -3472431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3472433.500000 Penalty: 3303.776855
	Iteration 67Q: 3 clusters Score -3472434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3472442.250000 Penalty: 3303.776855
	Iteration 68Q: 3 clusters Score -3472442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3472439.000000 Penalty: 3303.776855
	Iteration 69Q: 3 clusters Score -3472439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3472443.250000 Penalty: 3303.776855
	Iteration 70Q: 3 clusters Score -3472443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3472439.750000 Penalty: 3303.776855
	Iteration 71Q: 3 clusters Score -3472440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3472442.500000 Penalty: 3303.776855
	Iteration 72Q: 3 clusters Score -3472442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3472445.750000 Penalty: 3303.776855
	Iteration 73Q: 3 clusters Score -3472446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3472445.750000 Penalty: 3303.776855
	Iteration 74Q: 3 clusters Score -3472446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3472446.250000 Penalty: 3303.776855
	Iteration 75Q: 3 clusters Score -3472446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3472447.250000 Penalty: 3303.776855
	Iteration 76Q: 3 clusters Score -3472447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3472449.750000 Penalty: 3303.776855
	Iteration 77Q: 3 clusters Score -3472450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3472449.250000 Penalty: 3303.776855
	Iteration 78Q: 3 clusters Score -3472449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3472449.750000 Penalty: 3303.776855
	Iteration 79Q: 3 clusters Score -3472450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3472446.000000 Penalty: 3303.776855
	Iteration 80F: 3 clusters Score -3472446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3472446.500000 Penalty: 3303.776855
	Iteration 81Q: 3 clusters Score -3472446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3472452.750000 Penalty: 3303.776855
	Iteration 82Q: 3 clusters Score -3472453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3472452.750000 Penalty: 3303.776855
	Iteration 83F: 3 clusters Score -3472453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -161371.343750 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -161371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159911.718750 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -159911.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160162.562500 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -160162.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -160228.765625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -160228.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160261.281250 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -160261.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160275.031250 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -160275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160287.937500 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -160287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -160302.765625 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -160302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160311.656250 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -160311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160316.671875 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -160316.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160321.687500 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -160321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160324.140625 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -160324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160327.968750 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -160328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160331.578125 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -160331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160332.937500 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -160332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160333.296875 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -160333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160334.484375 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -160334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160334.484375 Penalty: 2244.369873
	Iteration 16F: 3 clusters Score -160334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -32968.867188 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -32968.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32143.310547 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -32143.31 nChanged 35
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: -32242.761719 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -32242.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32258.474609 Penalty: 1802.182617
	Iteration 2Q: 3 clusters Score -32258.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32260.863281 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -32260.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32269.667969 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -32269.67 nChanged 3
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: -32275.771484 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -32275.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32277.197266 Penalty: 1802.182617
	Iteration 6Q: 3 clusters Score -32277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32277.197266 Penalty: 1802.182617
	Iteration 7F: 3 clusters Score -32277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -647396.750000 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -647396.8 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 2430 members 
Entering Unmasked Estep 
Score: -643519.437500 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -643519.4 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -644612.375000 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -644612.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -644830.062500 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -644830.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -645057.312500 Penalty: 2762.713623
	Iteration 3F: 3 clusters Score -645057.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -645306.750000 Penalty: 2762.713623
	Iteration 4F: 3 clusters Score -645306.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -645643.062500 Penalty: 2762.713623
	Iteration 5F: 3 clusters Score -645643.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -646023.750000 Penalty: 2762.713623
	Iteration 6F: 3 clusters Score -646023.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -646425.125000 Penalty: 2762.713623
	Iteration 7F: 3 clusters Score -646425.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -646683.562500 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -646683.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -646834.875000 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -646834.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -646935.500000 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -646935.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -647016.937500 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -647016.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -647085.312500 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -647085.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -647115.750000 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -647115.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -647131.125000 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -647131.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -647136.437500 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -647136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -647139.875000 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -647139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -647141.062500 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -647141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -647142.250000 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -647142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -647143.812500 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -647143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -647144.750000 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -647144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -647145.375000 Penalty: 2762.713623
	Iteration 21Q: 3 clusters Score -647145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -647145.437500 Penalty: 2762.713623
	Iteration 22Q: 3 clusters Score -647145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -647145.875000 Penalty: 2762.713623
	Iteration 23Q: 3 clusters Score -647145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -647146.750000 Penalty: 2762.713623
	Iteration 24Q: 3 clusters Score -647146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -647148.437500 Penalty: 2762.713623
	Iteration 25Q: 3 clusters Score -647148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -647147.687500 Penalty: 2762.713623
	Iteration 26Q: 3 clusters Score -647147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -647149.500000 Penalty: 2762.713623
	Iteration 27Q: 3 clusters Score -647149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -647148.187500 Penalty: 2762.713623
	Iteration 28Q: 3 clusters Score -647148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -647149.375000 Penalty: 2762.713623
	Iteration 29Q: 3 clusters Score -647149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -647151.062500 Penalty: 2762.713623
	Iteration 30Q: 3 clusters Score -647151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -647152.562500 Penalty: 2762.713623
	Iteration 31Q: 3 clusters Score -647152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -647153.812500 Penalty: 2762.713623
	Iteration 32Q: 3 clusters Score -647153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -647153.750000 Penalty: 2762.713623
	Iteration 33Q: 3 clusters Score -647153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -647154.437500 Penalty: 2762.713623
	Iteration 34Q: 3 clusters Score -647154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647154.500000 Penalty: 2762.713623
	Iteration 35Q: 3 clusters Score -647154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -647157.062500 Penalty: 2762.713623
	Iteration 36Q: 3 clusters Score -647157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -647157.312500 Penalty: 2762.713623
	Iteration 37Q: 3 clusters Score -647157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647156.875000 Penalty: 2762.713623
	Iteration 38Q: 3 clusters Score -647156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647157.687500 Penalty: 2762.713623
	Iteration 39Q: 3 clusters Score -647157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647159.625000 Penalty: 2762.713623
	Iteration 40F: 3 clusters Score -647159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -647159.625000 Penalty: 2762.713623
	Iteration 41Q: 3 clusters Score -647159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -647160.562500 Penalty: 2762.713623
	Iteration 42Q: 3 clusters Score -647160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647161.062500 Penalty: 2762.713623
	Iteration 43Q: 3 clusters Score -647161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647163.687500 Penalty: 2762.713623
	Iteration 44Q: 3 clusters Score -647163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -647163.312500 Penalty: 2762.713623
	Iteration 45Q: 3 clusters Score -647163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -647166.125000 Penalty: 2762.713623
	Iteration 46Q: 3 clusters Score -647166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647168.375000 Penalty: 2762.713623
	Iteration 47Q: 3 clusters Score -647168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -647171.437500 Penalty: 2762.713623
	Iteration 48Q: 3 clusters Score -647171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -647171.750000 Penalty: 2762.713623
	Iteration 49Q: 3 clusters Score -647171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -647171.375000 Penalty: 2762.713623
	Iteration 50Q: 3 clusters Score -647171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -647171.125000 Penalty: 2762.713623
	Iteration 51Q: 3 clusters Score -647171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -647172.437500 Penalty: 2762.713623
	Iteration 52Q: 3 clusters Score -647172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -647174.750000 Penalty: 2762.713623
	Iteration 53Q: 3 clusters Score -647174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -647175.437500 Penalty: 2762.713623
	Iteration 54Q: 3 clusters Score -647175.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -647178.000000 Penalty: 2762.713623
	Iteration 55Q: 3 clusters Score -647178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -647179.000000 Penalty: 2762.713623
	Iteration 56Q: 3 clusters Score -647179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -647182.000000 Penalty: 2762.713623
	Iteration 57Q: 3 clusters Score -647182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -647183.312500 Penalty: 2762.713623
	Iteration 58Q: 3 clusters Score -647183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -647183.062500 Penalty: 2762.713623
	Iteration 59Q: 3 clusters Score -647183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -647184.187500 Penalty: 2762.713623
	Iteration 60F: 3 clusters Score -647184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -647183.500000 Penalty: 2762.713623
	Iteration 61Q: 3 clusters Score -647183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -647183.250000 Penalty: 2762.713623
	Iteration 62Q: 3 clusters Score -647183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -647183.312500 Penalty: 2762.713623
	Iteration 63Q: 3 clusters Score -647183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -647184.312500 Penalty: 2762.713623
	Iteration 64Q: 3 clusters Score -647184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -647185.062500 Penalty: 2762.713623
	Iteration 65Q: 3 clusters Score -647185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -647185.750000 Penalty: 2762.713623
	Iteration 66Q: 3 clusters Score -647185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -647186.500000 Penalty: 2762.713623
	Iteration 67Q: 3 clusters Score -647186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647188.437500 Penalty: 2762.713623
	Iteration 68Q: 3 clusters Score -647188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647188.437500 Penalty: 2762.713623
	Iteration 69F: 3 clusters Score -647188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -35466.945312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -35466.95 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 169 members 
Entering Unmasked Estep 
Score: -34613.781250 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -34613.78 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34830.281250 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -34830.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34912.804688 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -34912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34948.488281 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -34948.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34976.550781 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -34976.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34990.289062 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -34990.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34991.707031 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -34991.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34994.277344 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -34994.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34998.648438 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -34998.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34999.531250 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -34999.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34999.531250 Penalty: 1864.385986
	Iteration 10F: 3 clusters Score -34999.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -15997.090820 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15997.09 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 94 members 
Entering Unmasked Estep 
Score: -15378.715820 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15378.72 nChanged 28
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: -15442.450195 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15442.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15513.177734 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -15513.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15537.447266 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -15537.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15557.484375 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15557.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15558.784180 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15558.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15558.784180 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -15558.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1021501.750000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1021502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1015642.687500 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -1015643 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1017519.562500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1017520 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1018024.000000 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1018024 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1018570.500000 Penalty: 2923.831543
	Iteration 3F: 3 clusters Score -1018570 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1019015.562500 Penalty: 2923.831543
	Iteration 4F: 3 clusters Score -1019016 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1019333.437500 Penalty: 2923.831543
	Iteration 5F: 3 clusters Score -1019333 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1019546.187500 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -1019546 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1019682.937500 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1019683 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1019782.125000 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -1019782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1019827.875000 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -1019828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1019882.500000 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -1019882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1019936.375000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -1019936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1019988.375000 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1019988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1020044.687500 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1020045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1020097.250000 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1020097 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1020143.562500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1020144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1020190.000000 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1020190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1020231.562500 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1020232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1020274.500000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1020274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1020319.875000 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1020320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1020357.187500 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1020357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1020390.437500 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1020390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1020418.937500 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1020419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1020441.687500 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1020442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1020471.750000 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1020472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1020499.500000 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1020500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1020518.875000 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1020519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1020537.000000 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1020537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1020552.187500 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1020552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1020564.812500 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1020565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1020576.250000 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1020576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1020594.625000 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1020595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1020607.437500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1020607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1020616.500000 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1020616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1020620.562500 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1020621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1020627.812500 Penalty: 2923.831543
	Iteration 35Q: 3 clusters Score -1020628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1020633.000000 Penalty: 2923.831543
	Iteration 36Q: 3 clusters Score -1020633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1020635.125000 Penalty: 2923.831543
	Iteration 37Q: 3 clusters Score -1020635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1020639.625000 Penalty: 2923.831543
	Iteration 38Q: 3 clusters Score -1020640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1020641.812500 Penalty: 2923.831543
	Iteration 39Q: 3 clusters Score -1020642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1020642.187500 Penalty: 2923.831543
	Iteration 40F: 3 clusters Score -1020642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1020644.250000 Penalty: 2923.831543
	Iteration 41Q: 3 clusters Score -1020644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1020645.812500 Penalty: 2923.831543
	Iteration 42Q: 3 clusters Score -1020646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1020645.875000 Penalty: 2923.831543
	Iteration 43Q: 3 clusters Score -1020646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1020647.562500 Penalty: 2923.831543
	Iteration 44Q: 3 clusters Score -1020648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1020646.875000 Penalty: 2923.831543
	Iteration 45Q: 3 clusters Score -1020647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1020649.937500 Penalty: 2923.831543
	Iteration 46Q: 3 clusters Score -1020650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1020650.125000 Penalty: 2923.831543
	Iteration 47Q: 3 clusters Score -1020650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1020650.750000 Penalty: 2923.831543
	Iteration 48Q: 3 clusters Score -1020651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1020648.250000 Penalty: 2923.831543
	Iteration 49Q: 3 clusters Score -1020648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1020651.250000 Penalty: 2923.831543
	Iteration 50Q: 3 clusters Score -1020651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1020652.312500 Penalty: 2923.831543
	Iteration 51Q: 3 clusters Score -1020652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1020651.125000 Penalty: 2923.831543
	Iteration 52Q: 3 clusters Score -1020651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1020651.125000 Penalty: 2923.831543
	Iteration 53F: 3 clusters Score -1020651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -499331.281250 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -499331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -495894.281250 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -495894.3 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496973.968750 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -496974 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -497250.093750 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -497250.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -497448.500000 Penalty: 2706.432373
	Iteration 3F: 3 clusters Score -497448.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -497638.687500 Penalty: 2706.432373
	Iteration 4F: 3 clusters Score -497638.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -497830.500000 Penalty: 2706.432373
	Iteration 5F: 3 clusters Score -497830.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -498005.656250 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -498005.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -498165.718750 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -498165.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -498363.125000 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -498363.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -498546.781250 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -498546.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -498692.187500 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -498692.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498775.500000 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -498775.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -498837.000000 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -498837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -498880.156250 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -498880.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -498912.781250 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -498912.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -498937.500000 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -498937.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -498959.937500 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -498959.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -498984.093750 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -498984.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -499003.187500 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -499003.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -499024.562500 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -499024.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -499041.687500 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -499041.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -499049.875000 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -499049.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -499056.968750 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -499057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -499065.812500 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -499065.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -499069.625000 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -499069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -499071.781250 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -499071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -499074.375000 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -499074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -499075.718750 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -499075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -499077.718750 Penalty: 2706.432373
	Iteration 28Q: 3 clusters Score -499077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -499079.468750 Penalty: 2706.432373
	Iteration 29Q: 3 clusters Score -499079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -499080.250000 Penalty: 2706.432373
	Iteration 30Q: 3 clusters Score -499080.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -499082.531250 Penalty: 2706.432373
	Iteration 31Q: 3 clusters Score -499082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -499083.937500 Penalty: 2706.432373
	Iteration 32Q: 3 clusters Score -499083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -499084.312500 Penalty: 2706.432373
	Iteration 33Q: 3 clusters Score -499084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -499086.125000 Penalty: 2706.432373
	Iteration 34Q: 3 clusters Score -499086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -499087.687500 Penalty: 2706.432373
	Iteration 35Q: 3 clusters Score -499087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -499087.750000 Penalty: 2706.432373
	Iteration 36Q: 3 clusters Score -499087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -499088.281250 Penalty: 2706.432373
	Iteration 37Q: 3 clusters Score -499088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -499090.093750 Penalty: 2706.432373
	Iteration 38Q: 3 clusters Score -499090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -499092.343750 Penalty: 2706.432373
	Iteration 39Q: 3 clusters Score -499092.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -499099.031250 Penalty: 2706.432373
	Iteration 40F: 3 clusters Score -499099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -499106.125000 Penalty: 2706.432373
	Iteration 41Q: 3 clusters Score -499106.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -499114.406250 Penalty: 2706.432373
	Iteration 42Q: 3 clusters Score -499114.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -499124.250000 Penalty: 2706.432373
	Iteration 43Q: 3 clusters Score -499124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -499133.406250 Penalty: 2706.432373
	Iteration 44Q: 3 clusters Score -499133.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -499141.468750 Penalty: 2706.432373
	Iteration 45Q: 3 clusters Score -499141.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -499152.062500 Penalty: 2706.432373
	Iteration 46Q: 3 clusters Score -499152.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -499165.625000 Penalty: 2706.432373
	Iteration 47Q: 3 clusters Score -499165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -499184.718750 Penalty: 2706.432373
	Iteration 48Q: 3 clusters Score -499184.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -499209.437500 Penalty: 2706.432373
	Iteration 49Q: 3 clusters Score -499209.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -499239.156250 Penalty: 2706.432373
	Iteration 50Q: 3 clusters Score -499239.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -499292.125000 Penalty: 2706.432373
	Iteration 51Q: 3 clusters Score -499292.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -499355.718750 Penalty: 2706.432373
	Iteration 52Q: 3 clusters Score -499355.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -499409.187500 Penalty: 2706.432373
	Iteration 53Q: 3 clusters Score -499409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -499476.031250 Penalty: 2706.432373
	Iteration 54Q: 3 clusters Score -499476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -499549.218750 Penalty: 2706.432373
	Iteration 55Q: 3 clusters Score -499549.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -499616.593750 Penalty: 2706.432373
	Iteration 56Q: 3 clusters Score -499616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -499653.750000 Penalty: 2706.432373
	Iteration 57Q: 3 clusters Score -499653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -499665.687500 Penalty: 2706.432373
	Iteration 58Q: 3 clusters Score -499665.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -499670.718750 Penalty: 2706.432373
	Iteration 59Q: 3 clusters Score -499670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -499672.437500 Penalty: 2706.432373
	Iteration 60F: 3 clusters Score -499672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -499674.062500 Penalty: 2706.432373
	Iteration 61Q: 3 clusters Score -499674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -499674.093750 Penalty: 2706.432373
	Iteration 62Q: 3 clusters Score -499674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -499674.093750 Penalty: 2706.432373
	Iteration 63F: 3 clusters Score -499674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 998 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Mstep: Class 74 contains 3138 members 
Entering Unmasked Estep 
Score: -68999504.000000 Penalty: 158513.796875
Splitting cluster 38 changes total score from -68999968.000000 to -68999504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22098.585938 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -22098.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21439.525391 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -21439.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21600.363281 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -21600.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21689.667969 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -21689.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21699.214844 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -21699.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21716.162109 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -21716.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21718.142578 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -21718.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21720.658203 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -21720.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21727.201172 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -21727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21731.513672 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -21731.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21737.878906 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -21737.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21742.716797 Penalty: 1726.791992
	Iteration 10Q: 3 clusters Score -21742.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21743.464844 Penalty: 1726.791992
	Iteration 11Q: 3 clusters Score -21743.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21743.464844 Penalty: 1726.791992
	Iteration 12F: 3 clusters Score -21743.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -623060.000000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -623060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -619199.375000 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -619199.4 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -620319.312500 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -620319.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -620554.812500 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -620554.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -620725.500000 Penalty: 2760.592041
	Iteration 3F: 3 clusters Score -620725.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -620868.500000 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -620868.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -620995.437500 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -620995.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -621127.250000 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -621127.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -621252.875000 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -621252.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -621339.250000 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -621339.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -621427.812500 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -621427.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -621486.125000 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -621486.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -621536.437500 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -621536.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -621597.625000 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -621597.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -621650.937500 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -621650.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -621690.375000 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -621690.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -621726.375000 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -621726.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -621748.875000 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -621748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -621773.375000 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -621773.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -621787.375000 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -621787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -621796.000000 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -621796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -621808.187500 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -621808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -621817.062500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -621817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -621821.625000 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -621821.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -621825.812500 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -621825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -621826.750000 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -621826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -621828.625000 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -621828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -621829.375000 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -621829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -621834.812500 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -621834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -621841.875000 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -621841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -621849.875000 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -621849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -621858.375000 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -621858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -621865.937500 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -621865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -621868.687500 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -621868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -621872.937500 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -621872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -621876.125000 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -621876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -621877.187500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -621877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -621884.187500 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -621884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -621886.937500 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -621886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -621891.250000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -621891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -621894.875000 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -621894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -621897.375000 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -621897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -621901.000000 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -621901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -621903.562500 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -621903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -621907.125000 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -621907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -621907.500000 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -621907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -621910.250000 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -621910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -621912.312500 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -621912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621913.750000 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -621913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621915.437500 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -621915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -621914.812500 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -621914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -621918.250000 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -621918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -621923.750000 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -621923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -621930.000000 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -621930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -621930.812500 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -621930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -621932.500000 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -621932.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -621934.187500 Penalty: 2760.592041
	Iteration 55Q: 3 clusters Score -621934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -621937.937500 Penalty: 2760.592041
	Iteration 56Q: 3 clusters Score -621937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -621938.687500 Penalty: 2760.592041
	Iteration 57Q: 3 clusters Score -621938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -621940.625000 Penalty: 2760.592041
	Iteration 58Q: 3 clusters Score -621940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -621942.187500 Penalty: 2760.592041
	Iteration 59Q: 3 clusters Score -621942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -621943.562500 Penalty: 2760.592041
	Iteration 60F: 3 clusters Score -621943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -621947.562500 Penalty: 2760.592041
	Iteration 61Q: 3 clusters Score -621947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -621950.062500 Penalty: 2760.592041
	Iteration 62Q: 3 clusters Score -621950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -621956.875000 Penalty: 2760.592041
	Iteration 63Q: 3 clusters Score -621956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -621957.500000 Penalty: 2760.592041
	Iteration 64Q: 3 clusters Score -621957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -621957.500000 Penalty: 2760.592041
	Iteration 65F: 3 clusters Score -621957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -246628.906250 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -246628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244595.593750 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -244595.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -245045.078125 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -245045.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245171.687500 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -245171.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -245258.187500 Penalty: 2453.964844
	Iteration 3Q: 3 clusters Score -245258.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245356.671875 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -245356.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245429.203125 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -245429.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -245480.171875 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -245480.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -245527.984375 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -245528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245572.625000 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -245572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245601.875000 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -245601.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245620.546875 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -245620.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245632.171875 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -245632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245644.609375 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -245644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245655.234375 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -245655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245663.687500 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -245663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245668.437500 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -245668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245670.796875 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -245670.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -245674.343750 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -245674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -245678.093750 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -245678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -245683.171875 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -245683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245690.468750 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -245690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -245693.437500 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -245693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245694.625000 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -245694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -245695.609375 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -245695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245695.937500 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -245695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245698.265625 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -245698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -245698.984375 Penalty: 2453.964844
	Iteration 26Q: 3 clusters Score -245699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -245698.984375 Penalty: 2453.964844
	Iteration 27F: 3 clusters Score -245699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -19015.066406 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -19015.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18151.255859 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -18151.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18378.419922 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -18378.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18537.583984 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -18537.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18625.900391 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -18625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18703.613281 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -18703.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18713.468750 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -18713.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18722.550781 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -18722.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18744.218750 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -18744.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18757.699219 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -18757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18769.005859 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -18769.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18772.964844 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -18772.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18772.964844 Penalty: 1924.512939
	Iteration 11F: 3 clusters Score -18772.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193376.796875 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -193376.8 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 749 members 
Entering Unmasked Estep 
Score: -191614.875000 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -191614.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191998.906250 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -191998.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -192120.484375 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -192120.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192189.593750 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -192189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192237.187500 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -192237.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192285.734375 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -192285.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -192331.156250 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -192331.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -192373.453125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -192373.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -192410.921875 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -192410.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192443.921875 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -192443.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -192477.640625 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -192477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -192507.359375 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -192507.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -192555.140625 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -192555.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -192636.703125 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -192636.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -192717.171875 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -192717.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -192789.984375 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -192790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -192847.296875 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -192847.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192884.312500 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -192884.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -192908.796875 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -192908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192921.984375 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -192922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -192933.953125 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -192934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -192942.171875 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -192942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192952.671875 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -192952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -192961.781250 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -192961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -192968.000000 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -192968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -192976.203125 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -192976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192976.687500 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -192976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192976.687500 Penalty: 2370.451904
	Iteration 27F: 3 clusters Score -192976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -570470.312500 Penalty: 1354.429565
	Iteration 0F: 2 clusters Score -570470.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -566999.937500 Penalty: 2708.859131
	Iteration 0F: 3 clusters Score -566999.9 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -567895.125000 Penalty: 2708.859131
	Iteration 1F: 3 clusters Score -567895.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -568050.750000 Penalty: 2708.859131
	Iteration 2F: 3 clusters Score -568050.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -568150.687500 Penalty: 2708.859131
	Iteration 3Q: 3 clusters Score -568150.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -568232.187500 Penalty: 2708.859131
	Iteration 4Q: 3 clusters Score -568232.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -568309.812500 Penalty: 2708.859131
	Iteration 5Q: 3 clusters Score -568309.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -568380.812500 Penalty: 2708.859131
	Iteration 6Q: 3 clusters Score -568380.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -568430.000000 Penalty: 2708.859131
	Iteration 7Q: 3 clusters Score -568430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -568486.187500 Penalty: 2708.859131
	Iteration 8Q: 3 clusters Score -568486.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -568537.062500 Penalty: 2708.859131
	Iteration 9Q: 3 clusters Score -568537.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -568587.187500 Penalty: 2708.859131
	Iteration 10Q: 3 clusters Score -568587.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -568632.250000 Penalty: 2708.859131
	Iteration 11Q: 3 clusters Score -568632.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -568675.937500 Penalty: 2708.859131
	Iteration 12Q: 3 clusters Score -568675.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -568719.875000 Penalty: 2708.859131
	Iteration 13Q: 3 clusters Score -568719.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -568760.562500 Penalty: 2708.859131
	Iteration 14Q: 3 clusters Score -568760.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -568827.250000 Penalty: 2708.859131
	Iteration 15Q: 3 clusters Score -568827.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -568907.750000 Penalty: 2708.859131
	Iteration 16Q: 3 clusters Score -568907.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568969.437500 Penalty: 2708.859131
	Iteration 17Q: 3 clusters Score -568969.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -569040.187500 Penalty: 2708.859131
	Iteration 18Q: 3 clusters Score -569040.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -569105.937500 Penalty: 2708.859131
	Iteration 19Q: 3 clusters Score -569105.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -569158.687500 Penalty: 2708.859131
	Iteration 20F: 3 clusters Score -569158.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -569204.312500 Penalty: 2708.859131
	Iteration 21Q: 3 clusters Score -569204.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -569242.687500 Penalty: 2708.859131
	Iteration 22Q: 3 clusters Score -569242.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -569263.625000 Penalty: 2708.859131
	Iteration 23Q: 3 clusters Score -569263.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -569280.562500 Penalty: 2708.859131
	Iteration 24Q: 3 clusters Score -569280.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -569291.187500 Penalty: 2708.859131
	Iteration 25Q: 3 clusters Score -569291.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -569300.312500 Penalty: 2708.859131
	Iteration 26Q: 3 clusters Score -569300.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -569310.937500 Penalty: 2708.859131
	Iteration 27Q: 3 clusters Score -569310.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -569318.375000 Penalty: 2708.859131
	Iteration 28Q: 3 clusters Score -569318.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -569325.875000 Penalty: 2708.859131
	Iteration 29Q: 3 clusters Score -569325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -569332.500000 Penalty: 2708.859131
	Iteration 30Q: 3 clusters Score -569332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -569336.437500 Penalty: 2708.859131
	Iteration 31Q: 3 clusters Score -569336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -569341.187500 Penalty: 2708.859131
	Iteration 32Q: 3 clusters Score -569341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -569342.687500 Penalty: 2708.859131
	Iteration 33Q: 3 clusters Score -569342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -569347.000000 Penalty: 2708.859131
	Iteration 34Q: 3 clusters Score -569347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -569352.500000 Penalty: 2708.859131
	Iteration 35Q: 3 clusters Score -569352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -569356.937500 Penalty: 2708.859131
	Iteration 36Q: 3 clusters Score -569356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -569357.937500 Penalty: 2708.859131
	Iteration 37Q: 3 clusters Score -569357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -569359.000000 Penalty: 2708.859131
	Iteration 38Q: 3 clusters Score -569359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -569359.562500 Penalty: 2708.859131
	Iteration 39Q: 3 clusters Score -569359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -569360.375000 Penalty: 2708.859131
	Iteration 40F: 3 clusters Score -569360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -569361.187500 Penalty: 2708.859131
	Iteration 41Q: 3 clusters Score -569361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -569362.750000 Penalty: 2708.859131
	Iteration 42Q: 3 clusters Score -569362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -569362.062500 Penalty: 2708.859131
	Iteration 43Q: 3 clusters Score -569362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569363.250000 Penalty: 2708.859131
	Iteration 44Q: 3 clusters Score -569363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -569364.312500 Penalty: 2708.859131
	Iteration 45Q: 3 clusters Score -569364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569365.187500 Penalty: 2708.859131
	Iteration 46Q: 3 clusters Score -569365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -569367.312500 Penalty: 2708.859131
	Iteration 47Q: 3 clusters Score -569367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -569367.937500 Penalty: 2708.859131
	Iteration 48Q: 3 clusters Score -569367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -569368.125000 Penalty: 2708.859131
	Iteration 49Q: 3 clusters Score -569368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -569368.812500 Penalty: 2708.859131
	Iteration 50Q: 3 clusters Score -569368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -569369.187500 Penalty: 2708.859131
	Iteration 51Q: 3 clusters Score -569369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569369.625000 Penalty: 2708.859131
	Iteration 52Q: 3 clusters Score -569369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569369.625000 Penalty: 2708.859131
	Iteration 53F: 3 clusters Score -569369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -189553.875000 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -189553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187819.562500 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -187819.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188248.328125 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -188248.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -188387.687500 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -188387.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188488.812500 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -188488.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188590.203125 Penalty: 2373.311279
	Iteration 4F: 3 clusters Score -188590.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188674.218750 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -188674.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188720.703125 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -188720.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188752.765625 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -188752.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -188771.687500 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -188771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188777.250000 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -188777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188780.921875 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -188780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188781.468750 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -188781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188781.609375 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -188781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188781.609375 Penalty: 2373.311279
	Iteration 13F: 3 clusters Score -188781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Entering Unmasked Estep 
Score: -1751992.125000 Penalty: 1544.977173
	Iteration 0F: 2 clusters Score -1751992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1742568.625000 Penalty: 3089.954346
	Iteration 0F: 3 clusters Score -1742569 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1745934.125000 Penalty: 3089.954346
	Iteration 1F: 3 clusters Score -1745934 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1746409.250000 Penalty: 3089.954346
	Iteration 2F: 3 clusters Score -1746409 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1746935.375000 Penalty: 3089.954346
	Iteration 3F: 3 clusters Score -1746935 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1747534.375000 Penalty: 3089.954346
	Iteration 4F: 3 clusters Score -1747534 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1748140.625000 Penalty: 3089.954346
	Iteration 5F: 3 clusters Score -1748141 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1748706.625000 Penalty: 3089.954346
	Iteration 6F: 3 clusters Score -1748707 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1749195.875000 Penalty: 3089.954346
	Iteration 7F: 3 clusters Score -1749196 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1749685.125000 Penalty: 3089.954346
	Iteration 8Q: 3 clusters Score -1749685 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1750049.500000 Penalty: 3089.954346
	Iteration 9Q: 3 clusters Score -1750050 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1750320.375000 Penalty: 3089.954346
	Iteration 10Q: 3 clusters Score -1750320 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1750519.375000 Penalty: 3089.954346
	Iteration 11Q: 3 clusters Score -1750519 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1750665.250000 Penalty: 3089.954346
	Iteration 12Q: 3 clusters Score -1750665 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1750776.625000 Penalty: 3089.954346
	Iteration 13Q: 3 clusters Score -1750777 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1750878.375000 Penalty: 3089.954346
	Iteration 14Q: 3 clusters Score -1750878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1750981.500000 Penalty: 3089.954346
	Iteration 15Q: 3 clusters Score -1750982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1751051.250000 Penalty: 3089.954346
	Iteration 16Q: 3 clusters Score -1751051 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1751100.750000 Penalty: 3089.954346
	Iteration 17Q: 3 clusters Score -1751101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1751140.625000 Penalty: 3089.954346
	Iteration 18Q: 3 clusters Score -1751141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1751167.250000 Penalty: 3089.954346
	Iteration 19Q: 3 clusters Score -1751167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1751198.000000 Penalty: 3089.954346
	Iteration 20F: 3 clusters Score -1751198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1751210.625000 Penalty: 3089.954346
	Iteration 21Q: 3 clusters Score -1751211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1751223.750000 Penalty: 3089.954346
	Iteration 22Q: 3 clusters Score -1751224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1751234.000000 Penalty: 3089.954346
	Iteration 23Q: 3 clusters Score -1751234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1751241.125000 Penalty: 3089.954346
	Iteration 24Q: 3 clusters Score -1751241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1751243.625000 Penalty: 3089.954346
	Iteration 25Q: 3 clusters Score -1751244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1751250.625000 Penalty: 3089.954346
	Iteration 26Q: 3 clusters Score -1751251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1751255.125000 Penalty: 3089.954346
	Iteration 27Q: 3 clusters Score -1751255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1751256.625000 Penalty: 3089.954346
	Iteration 28Q: 3 clusters Score -1751257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1751258.625000 Penalty: 3089.954346
	Iteration 29Q: 3 clusters Score -1751259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1751259.375000 Penalty: 3089.954346
	Iteration 30Q: 3 clusters Score -1751259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1751261.500000 Penalty: 3089.954346
	Iteration 31Q: 3 clusters Score -1751262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1751261.875000 Penalty: 3089.954346
	Iteration 32Q: 3 clusters Score -1751262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1751265.375000 Penalty: 3089.954346
	Iteration 33Q: 3 clusters Score -1751265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1751267.875000 Penalty: 3089.954346
	Iteration 34Q: 3 clusters Score -1751268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1751267.625000 Penalty: 3089.954346
	Iteration 35Q: 3 clusters Score -1751268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1751271.875000 Penalty: 3089.954346
	Iteration 36Q: 3 clusters Score -1751272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1751271.875000 Penalty: 3089.954346
	Iteration 37F: 3 clusters Score -1751272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -48811.636719 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -48811.64 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 282 members 
Entering Unmasked Estep 
Score: -47804.136719 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -47804.14 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48184.226562 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -48184.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48439.296875 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -48439.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48635.890625 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -48635.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48789.199219 Penalty: 2039.909058
	Iteration 4F: 3 clusters Score -48789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48919.031250 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -48919.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49006.421875 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -49006.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49069.964844 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -49069.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49137.140625 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -49137.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49225.031250 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -49225.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49257.039062 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -49257.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49264.800781 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -49264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49266.878906 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -49266.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49266.878906 Penalty: 2039.909058
	Iteration 13F: 3 clusters Score -49266.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 268 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Mstep: Class 74 contains 264 members 
Entering Unmasked Estep 
Score: -68999360.000000 Penalty: 158513.796875
Splitting cluster 47 changes total score from -68999968.000000 to -68999360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -413787.250000 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -413787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -410954.750000 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -410954.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -411577.343750 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -411577.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -411740.937500 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -411740.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -411884.750000 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -411884.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -412028.125000 Penalty: 2620.290771
	Iteration 4F: 3 clusters Score -412028.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -412162.968750 Penalty: 2620.290771
	Iteration 5F: 3 clusters Score -412163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -412272.875000 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -412272.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -412364.375000 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -412364.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -412443.750000 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -412443.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -412498.156250 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -412498.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -412532.500000 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -412532.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -412556.781250 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -412556.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -412585.437500 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -412585.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -412609.531250 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -412609.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -412633.187500 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -412633.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -412647.250000 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -412647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -412660.812500 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -412660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -412669.562500 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -412669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -412676.062500 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -412676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -412683.781250 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -412683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -412688.625000 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -412688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -412697.875000 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -412697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -412706.375000 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -412706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -412710.625000 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -412710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -412714.531250 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -412714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -412720.156250 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -412720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -412729.187500 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -412729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -412735.031250 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -412735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -412741.718750 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -412741.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -412747.531250 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -412747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -412754.218750 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -412754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -412762.406250 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -412762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -412768.406250 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -412768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -412772.093750 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -412772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -412779.593750 Penalty: 2620.290771
	Iteration 34Q: 3 clusters Score -412779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -412786.562500 Penalty: 2620.290771
	Iteration 35Q: 3 clusters Score -412786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -412792.718750 Penalty: 2620.290771
	Iteration 36Q: 3 clusters Score -412792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -412800.687500 Penalty: 2620.290771
	Iteration 37Q: 3 clusters Score -412800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -412808.218750 Penalty: 2620.290771
	Iteration 38Q: 3 clusters Score -412808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -412810.593750 Penalty: 2620.290771
	Iteration 39Q: 3 clusters Score -412810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -412813.312500 Penalty: 2620.290771
	Iteration 40F: 3 clusters Score -412813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -412815.000000 Penalty: 2620.290771
	Iteration 41Q: 3 clusters Score -412815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -412815.718750 Penalty: 2620.290771
	Iteration 42Q: 3 clusters Score -412815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -412815.562500 Penalty: 2620.290771
	Iteration 43Q: 3 clusters Score -412815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -412815.562500 Penalty: 2620.290771
	Iteration 44F: 3 clusters Score -412815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -63494.945312 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -63494.95 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 254 members 
Entering Unmasked Estep 
Score: -62474.378906 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -62474.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62635.589844 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -62635.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62692.757812 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -62692.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62744.234375 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -62744.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62777.882812 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -62777.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62797.656250 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -62797.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62818.578125 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -62818.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62827.562500 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -62827.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62838.019531 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -62838.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62843.148438 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -62843.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62848.011719 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -62848.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62848.011719 Penalty: 1998.945923
	Iteration 11F: 3 clusters Score -62848.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -320393.687500 Penalty: 1267.593140
	Iteration 0F: 2 clusters Score -320393.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -318044.781250 Penalty: 2535.186279
	Iteration 0F: 3 clusters Score -318044.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318628.125000 Penalty: 2535.186279
	Iteration 1F: 3 clusters Score -318628.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -318780.000000 Penalty: 2535.186279
	Iteration 2F: 3 clusters Score -318780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -318881.062500 Penalty: 2535.186279
	Iteration 3F: 3 clusters Score -318881.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -318970.875000 Penalty: 2535.186279
	Iteration 4Q: 3 clusters Score -318970.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319046.156250 Penalty: 2535.186279
	Iteration 5Q: 3 clusters Score -319046.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -319123.593750 Penalty: 2535.186279
	Iteration 6Q: 3 clusters Score -319123.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -319215.843750 Penalty: 2535.186279
	Iteration 7Q: 3 clusters Score -319215.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -319328.187500 Penalty: 2535.186279
	Iteration 8Q: 3 clusters Score -319328.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -319494.312500 Penalty: 2535.186279
	Iteration 9Q: 3 clusters Score -319494.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -319662.406250 Penalty: 2535.186279
	Iteration 10Q: 3 clusters Score -319662.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -319739.406250 Penalty: 2535.186279
	Iteration 11Q: 3 clusters Score -319739.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -319785.500000 Penalty: 2535.186279
	Iteration 12Q: 3 clusters Score -319785.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -319810.750000 Penalty: 2535.186279
	Iteration 13Q: 3 clusters Score -319810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -319827.593750 Penalty: 2535.186279
	Iteration 14Q: 3 clusters Score -319827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -319837.968750 Penalty: 2535.186279
	Iteration 15Q: 3 clusters Score -319838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -319853.125000 Penalty: 2535.186279
	Iteration 16Q: 3 clusters Score -319853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -319867.125000 Penalty: 2535.186279
	Iteration 17Q: 3 clusters Score -319867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -319885.375000 Penalty: 2535.186279
	Iteration 18Q: 3 clusters Score -319885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -319902.375000 Penalty: 2535.186279
	Iteration 19Q: 3 clusters Score -319902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -319909.656250 Penalty: 2535.186279
	Iteration 20F: 3 clusters Score -319909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -319914.500000 Penalty: 2535.186279
	Iteration 21Q: 3 clusters Score -319914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -319919.812500 Penalty: 2535.186279
	Iteration 22Q: 3 clusters Score -319919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -319924.125000 Penalty: 2535.186279
	Iteration 23Q: 3 clusters Score -319924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -319926.062500 Penalty: 2535.186279
	Iteration 24Q: 3 clusters Score -319926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -319926.593750 Penalty: 2535.186279
	Iteration 25Q: 3 clusters Score -319926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -319926.593750 Penalty: 2535.186279
	Iteration 26F: 3 clusters Score -319926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -149368.437500 Penalty: 1163.637451
	Iteration 0F: 2 clusters Score -149368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147788.687500 Penalty: 2327.274902
	Iteration 0F: 3 clusters Score -147788.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148162.843750 Penalty: 2327.274902
	Iteration 1F: 3 clusters Score -148162.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148293.250000 Penalty: 2327.274902
	Iteration 2F: 3 clusters Score -148293.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148371.671875 Penalty: 2327.274902
	Iteration 3F: 3 clusters Score -148371.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -148415.593750 Penalty: 2327.274902
	Iteration 4Q: 3 clusters Score -148415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -148444.593750 Penalty: 2327.274902
	Iteration 5Q: 3 clusters Score -148444.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148476.640625 Penalty: 2327.274902
	Iteration 6Q: 3 clusters Score -148476.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148511.812500 Penalty: 2327.274902
	Iteration 7Q: 3 clusters Score -148511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148542.765625 Penalty: 2327.274902
	Iteration 8Q: 3 clusters Score -148542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148568.250000 Penalty: 2327.274902
	Iteration 9Q: 3 clusters Score -148568.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -148589.937500 Penalty: 2327.274902
	Iteration 10Q: 3 clusters Score -148589.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148611.796875 Penalty: 2327.274902
	Iteration 11Q: 3 clusters Score -148611.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148639.921875 Penalty: 2327.274902
	Iteration 12Q: 3 clusters Score -148639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148658.125000 Penalty: 2327.274902
	Iteration 13Q: 3 clusters Score -148658.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148672.093750 Penalty: 2327.274902
	Iteration 14Q: 3 clusters Score -148672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148681.921875 Penalty: 2327.274902
	Iteration 15Q: 3 clusters Score -148681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148688.609375 Penalty: 2327.274902
	Iteration 16Q: 3 clusters Score -148688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148690.984375 Penalty: 2327.274902
	Iteration 17Q: 3 clusters Score -148691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148692.953125 Penalty: 2327.274902
	Iteration 18Q: 3 clusters Score -148693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148694.062500 Penalty: 2327.274902
	Iteration 19Q: 3 clusters Score -148694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148694.062500 Penalty: 2327.274902
	Iteration 20F: 3 clusters Score -148694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -70018.84 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 279 members 
Entering Unmasked Estep 
Score: -68949.093750 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -68949.09 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69183.101562 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -69183.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69243.875000 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -69243.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69266.632812 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -69266.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69281.164062 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -69281.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69292.953125 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -69292.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69294.195312 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -69294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69295.250000 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -69295.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69296.101562 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -69296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69297.234375 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -69297.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69297.234375 Penalty: 2057.159424
	Iteration 10F: 3 clusters Score -69297.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -372292.906250 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -372292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -369683.968750 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -369684 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -370319.062500 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -370319.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -370470.968750 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -370471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -370579.875000 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -370579.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -370681.468750 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -370681.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -370748.781250 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -370748.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -370803.562500 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -370803.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -370847.406250 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -370847.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -370891.343750 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -370891.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -370925.468750 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -370925.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -370963.031250 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -370963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -370994.250000 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -370994.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -371025.062500 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -371025.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -371049.031250 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -371049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -371069.031250 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -371069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -371086.375000 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -371086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -371098.125000 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -371098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -371108.031250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -371108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -371118.156250 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -371118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -371130.156250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -371130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -371140.781250 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -371140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -371144.500000 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -371144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -371147.562500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -371147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -371149.218750 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -371149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -371152.406250 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -371152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -371154.000000 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -371154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -371155.406250 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -371155.4 nChanged 4
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: -371157.875000 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -371157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -371160.312500 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -371160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -371162.625000 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -371162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -371165.156250 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -371165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -371169.093750 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -371169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -371172.343750 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -371172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -371174.656250 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -371174.7 nChanged 7
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: -371178.875000 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -371178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -371182.437500 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -371182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -371184.093750 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -371184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -371186.531250 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -371186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -371189.312500 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -371189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -371192.937500 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -371192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -371195.562500 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -371195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -371197.218750 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -371197.2 nChanged 2
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: -371198.062500 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -371198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -371198.031250 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -371198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -371198.031250 Penalty: 2592.281982
	Iteration 44F: 3 clusters Score -371198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -186396.546875 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -186396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184709.890625 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -184709.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -185063.234375 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -185063.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -185123.578125 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -185123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -185149.765625 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -185149.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185164.671875 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -185164.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -185171.375000 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -185171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185179.687500 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -185179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185182.250000 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -185182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -185184.234375 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -185184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -185184.953125 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -185185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185188.078125 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -185188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185188.328125 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -185188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185188.328125 Penalty: 2356.687256
	Iteration 12F: 3 clusters Score -185188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -735670.125000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -735670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -731267.687500 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -731267.7 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -732468.250000 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -732468.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -732694.562500 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -732694.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -732871.000000 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -732871 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -733026.062500 Penalty: 2804.105957
	Iteration 4F: 3 clusters Score -733026.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -733221.625000 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -733221.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -733421.125000 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -733421.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -733647.437500 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -733647.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -733916.437500 Penalty: 2804.105957
	Iteration 8F: 3 clusters Score -733916.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -734207.187500 Penalty: 2804.105957
	Iteration 9F: 3 clusters Score -734207.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -734475.750000 Penalty: 2804.105957
	Iteration 10F: 3 clusters Score -734475.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -734665.250000 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -734665.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -734787.562500 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -734787.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -734904.437500 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -734904.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -735028.125000 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -735028.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -735187.687500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -735187.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -735386.750000 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -735386.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -735551.562500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -735551.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -735678.937500 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -735678.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -735755.562500 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -735755.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -735799.437500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -735799.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -735821.187500 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -735821.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -735833.937500 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -735833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -735843.500000 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -735843.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -735852.750000 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -735852.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -735855.500000 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -735855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -735858.125000 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -735858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -735862.812500 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -735862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -735865.000000 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -735865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -735864.937500 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -735864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -735865.500000 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -735865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -735866.125000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -735866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -735868.250000 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -735868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -735868.250000 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -735868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -735868.937500 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -735868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -735868.937500 Penalty: 2804.105957
	Iteration 35F: 3 clusters Score -735868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 3400 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Mstep: Class 74 contains 2186 members 
Entering Unmasked Estep 
Score: -68999424.000000 Penalty: 158513.796875
Splitting cluster 55 changes total score from -68999968.000000 to -68999424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -93548.289062 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -93548.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92316.585938 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -92316.59 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92502.820312 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -92502.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92550.093750 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -92550.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92571.257812 Penalty: 2142.293945
	Iteration 3Q: 3 clusters Score -92571.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92587.156250 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -92587.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92595.390625 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -92595.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92599.937500 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -92599.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92605.960938 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -92605.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92612.015625 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -92612.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92616.445312 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -92616.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92619.695312 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -92619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92621.140625 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -92621.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92621.140625 Penalty: 2142.293945
	Iteration 12F: 3 clusters Score -92621.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -82295.765625 Penalty: 1052.508057
	Iteration 0F: 2 clusters Score -82295.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81147.882812 Penalty: 2105.016113
	Iteration 0F: 3 clusters Score -81147.88 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81369.890625 Penalty: 2105.016113
	Iteration 1F: 3 clusters Score -81369.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81456.453125 Penalty: 2105.016113
	Iteration 2F: 3 clusters Score -81456.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81522.664062 Penalty: 2105.016113
	Iteration 3F: 3 clusters Score -81522.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81577.515625 Penalty: 2105.016113
	Iteration 4F: 3 clusters Score -81577.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81618.367188 Penalty: 2105.016113
	Iteration 5Q: 3 clusters Score -81618.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81652.195312 Penalty: 2105.016113
	Iteration 6Q: 3 clusters Score -81652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81713.585938 Penalty: 2105.016113
	Iteration 7Q: 3 clusters Score -81713.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81786.875000 Penalty: 2105.016113
	Iteration 8Q: 3 clusters Score -81786.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81833.742188 Penalty: 2105.016113
	Iteration 9Q: 3 clusters Score -81833.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81855.640625 Penalty: 2105.016113
	Iteration 10Q: 3 clusters Score -81855.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81866.367188 Penalty: 2105.016113
	Iteration 11Q: 3 clusters Score -81866.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81870.523438 Penalty: 2105.016113
	Iteration 12Q: 3 clusters Score -81870.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81873.343750 Penalty: 2105.016113
	Iteration 13Q: 3 clusters Score -81873.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81877.609375 Penalty: 2105.016113
	Iteration 14Q: 3 clusters Score -81877.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -81880.085938 Penalty: 2105.016113
	Iteration 15Q: 3 clusters Score -81880.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -81880.085938 Penalty: 2105.016113
	Iteration 16F: 3 clusters Score -81880.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -607904.250000 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -607904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -604761.250000 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -604761.2 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -605564.750000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -605564.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -605710.500000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -605710.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -605785.250000 Penalty: 2676.061279
	Iteration 3Q: 3 clusters Score -605785.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -605833.875000 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -605833.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -605877.187500 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -605877.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -605911.312500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -605911.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -605948.812500 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -605948.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -605979.500000 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -605979.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -606002.375000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -606002.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -606024.437500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -606024.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -606044.500000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -606044.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -606060.812500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -606060.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -606079.187500 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -606079.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -606097.812500 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -606097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -606112.437500 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -606112.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -606130.125000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -606130.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -606154.312500 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -606154.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -606190.000000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -606190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -606229.000000 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -606229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -606286.562500 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -606286.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -606360.000000 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -606360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -606437.625000 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -606437.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -606515.000000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -606515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -606582.875000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -606582.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -606635.375000 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -606635.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -606672.437500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -606672.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -606698.562500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -606698.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -606728.312500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -606728.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -606762.000000 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -606762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -606806.000000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -606806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -606871.000000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -606871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -606930.625000 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -606930.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -606994.000000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -606994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -607055.562500 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -607055.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -607120.875000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -607120.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -607194.250000 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -607194.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -607270.500000 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -607270.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -607326.000000 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -607326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -607365.187500 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -607365.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -607393.750000 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -607393.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -607410.812500 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -607410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -607424.250000 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -607424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -607434.125000 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -607434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -607439.250000 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -607439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -607442.375000 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -607442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -607444.875000 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -607444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -607450.312500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -607450.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -607453.562500 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -607453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -607459.125000 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -607459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -607466.750000 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -607466.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -607474.000000 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -607474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -607477.375000 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -607477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -607477.562500 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -607477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -607479.750000 Penalty: 2676.061279
	Iteration 54Q: 3 clusters Score -607479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -607479.875000 Penalty: 2676.061279
	Iteration 55Q: 3 clusters Score -607479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -607480.937500 Penalty: 2676.061279
	Iteration 56Q: 3 clusters Score -607480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -607481.312500 Penalty: 2676.061279
	Iteration 57Q: 3 clusters Score -607481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -607482.687500 Penalty: 2676.061279
	Iteration 58Q: 3 clusters Score -607482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -607482.937500 Penalty: 2676.061279
	Iteration 59Q: 3 clusters Score -607482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -607483.250000 Penalty: 2676.061279
	Iteration 60F: 3 clusters Score -607483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -607486.000000 Penalty: 2676.061279
	Iteration 61Q: 3 clusters Score -607486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -607486.687500 Penalty: 2676.061279
	Iteration 62Q: 3 clusters Score -607486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -607489.875000 Penalty: 2676.061279
	Iteration 63Q: 3 clusters Score -607489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -607488.562500 Penalty: 2676.061279
	Iteration 64Q: 3 clusters Score -607488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -607490.187500 Penalty: 2676.061279
	Iteration 65Q: 3 clusters Score -607490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -607492.937500 Penalty: 2676.061279
	Iteration 66Q: 3 clusters Score -607492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -607495.250000 Penalty: 2676.061279
	Iteration 67Q: 3 clusters Score -607495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -607496.125000 Penalty: 2676.061279
	Iteration 68Q: 3 clusters Score -607496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -607497.000000 Penalty: 2676.061279
	Iteration 69Q: 3 clusters Score -607497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -607497.187500 Penalty: 2676.061279
	Iteration 70Q: 3 clusters Score -607497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -607498.500000 Penalty: 2676.061279
	Iteration 71Q: 3 clusters Score -607498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -607499.312500 Penalty: 2676.061279
	Iteration 72Q: 3 clusters Score -607499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -607499.625000 Penalty: 2676.061279
	Iteration 73Q: 3 clusters Score -607499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -607501.187500 Penalty: 2676.061279
	Iteration 74Q: 3 clusters Score -607501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -607501.687500 Penalty: 2676.061279
	Iteration 75Q: 3 clusters Score -607501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -607501.687500 Penalty: 2676.061279
	Iteration 76F: 3 clusters Score -607501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -336831.656250 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -336831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -334379.437500 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -334379.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -334897.593750 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -334897.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -335008.562500 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -335008.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -335072.781250 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -335072.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -335126.937500 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -335126.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335184.312500 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -335184.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335266.281250 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -335266.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -335380.000000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -335380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -335513.437500 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -335513.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -335638.562500 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -335638.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -335726.343750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -335726.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -335787.125000 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -335787.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -335838.687500 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -335838.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -335891.781250 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -335891.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -335935.687500 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -335935.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -335968.093750 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -335968.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -336008.437500 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -336008.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -336038.218750 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -336038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -336056.687500 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -336056.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -336074.468750 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -336074.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -336094.406250 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -336094.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -336120.062500 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -336120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -336133.750000 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -336133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -336141.437500 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -336141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -336147.656250 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -336147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -336154.843750 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -336154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -336157.937500 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -336157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -336161.718750 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -336161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -336164.906250 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -336164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -336167.875000 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -336167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -336169.531250 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -336169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -336169.531250 Penalty: 2547.845947
	Iteration 31F: 3 clusters Score -336169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -127440.492188 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -127440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125920.984375 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -125921 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126402.312500 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -126402.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126552.312500 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -126552.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -126637.421875 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -126637.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -126708.953125 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -126709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126808.187500 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -126808.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126919.757812 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -126919.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126995.617188 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -126995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127051.320312 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -127051.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127090.468750 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -127090.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127126.648438 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -127126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127147.328125 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -127147.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127163.023438 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -127163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127175.562500 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -127175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127185.421875 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -127185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127199.453125 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -127199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127216.585938 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -127216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127232.445312 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -127232.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -127243.734375 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -127243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127253.757812 Penalty: 2284.453369
	Iteration 19Q: 3 clusters Score -127253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -127262.851562 Penalty: 2284.453369
	Iteration 20F: 3 clusters Score -127262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127272.718750 Penalty: 2284.453369
	Iteration 21Q: 3 clusters Score -127272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -127281.210938 Penalty: 2284.453369
	Iteration 22Q: 3 clusters Score -127281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -127292.242188 Penalty: 2284.453369
	Iteration 23Q: 3 clusters Score -127292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -127316.921875 Penalty: 2284.453369
	Iteration 24Q: 3 clusters Score -127316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -127337.132812 Penalty: 2284.453369
	Iteration 25Q: 3 clusters Score -127337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127360.468750 Penalty: 2284.453369
	Iteration 26Q: 3 clusters Score -127360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -127374.414062 Penalty: 2284.453369
	Iteration 27Q: 3 clusters Score -127374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127379.195312 Penalty: 2284.453369
	Iteration 28Q: 3 clusters Score -127379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127381.664062 Penalty: 2284.453369
	Iteration 29Q: 3 clusters Score -127381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127383.585938 Penalty: 2284.453369
	Iteration 30Q: 3 clusters Score -127383.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127383.585938 Penalty: 2284.453369
	Iteration 31F: 3 clusters Score -127383.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -47500.832031 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -47500.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46570.769531 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -46570.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46700.300781 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -46700.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46738.222656 Penalty: 1937.326660
	Iteration 2Q: 3 clusters Score -46738.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46754.238281 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -46754.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46763.988281 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -46763.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46773.246094 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -46773.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46775.535156 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -46775.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46775.535156 Penalty: 1937.326660
	Iteration 7F: 3 clusters Score -46775.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -367566.718750 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -367566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364897.000000 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -364897 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -365571.750000 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -365571.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -365709.406250 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -365709.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -365792.375000 Penalty: 2588.576660
	Iteration 3Q: 3 clusters Score -365792.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -365848.562500 Penalty: 2588.576660
	Iteration 4Q: 3 clusters Score -365848.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -365883.906250 Penalty: 2588.576660
	Iteration 5Q: 3 clusters Score -365883.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -365912.093750 Penalty: 2588.576660
	Iteration 6Q: 3 clusters Score -365912.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -365937.812500 Penalty: 2588.576660
	Iteration 7Q: 3 clusters Score -365937.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -365963.062500 Penalty: 2588.576660
	Iteration 8Q: 3 clusters Score -365963.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -365985.750000 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -365985.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366015.250000 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -366015.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -366049.843750 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -366049.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366079.093750 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -366079.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -366116.625000 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -366116.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -366142.593750 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -366142.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366162.625000 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -366162.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -366183.843750 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -366183.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -366206.468750 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -366206.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -366239.687500 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -366239.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -366274.500000 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -366274.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -366307.281250 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -366307.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -366336.156250 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -366336.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -366356.187500 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -366356.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -366375.406250 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -366375.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366394.093750 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -366394.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -366420.468750 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -366420.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -366435.218750 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -366435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -366445.156250 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -366445.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366454.375000 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -366454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -366463.500000 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -366463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -366470.000000 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -366470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -366478.750000 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -366478.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -366486.437500 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -366486.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -366492.843750 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -366492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -366494.968750 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -366495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -366498.343750 Penalty: 2588.576660
	Iteration 35Q: 3 clusters Score -366498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -366499.625000 Penalty: 2588.576660
	Iteration 36Q: 3 clusters Score -366499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -366500.062500 Penalty: 2588.576660
	Iteration 37Q: 3 clusters Score -366500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -366500.062500 Penalty: 2588.576660
	Iteration 38F: 3 clusters Score -366500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -138454.640625 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -138454.6 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 569 members 
Entering Unmasked Estep 
Score: -136929.031250 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -136929 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137218.843750 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -137218.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137316.531250 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -137316.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137366.062500 Penalty: 2275.700684
	Iteration 3Q: 3 clusters Score -137366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137411.484375 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -137411.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137453.281250 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -137453.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137490.031250 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -137490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137522.468750 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -137522.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137549.218750 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -137549.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137578.796875 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -137578.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137618.593750 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -137618.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137667.453125 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -137667.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137727.828125 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -137727.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137783.062500 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -137783.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137868.578125 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -137868.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137980.078125 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -137980.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138067.875000 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -138067.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138118.437500 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -138118.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138157.890625 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -138157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138183.171875 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -138183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138210.156250 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -138210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -138219.359375 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -138219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138222.500000 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -138222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138224.937500 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -138224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138224.937500 Penalty: 2275.700684
	Iteration 24F: 3 clusters Score -138224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -210093.562500 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -210093.6 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 792 members 
Entering Unmasked Estep 
Score: -208229.593750 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -208229.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -208698.875000 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -208698.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -208905.000000 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -208905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -209098.671875 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -209098.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -209275.546875 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -209275.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209424.328125 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -209424.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -209495.343750 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -209495.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -209540.500000 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -209540.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209556.859375 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -209556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209561.250000 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -209561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209563.156250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -209563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209567.156250 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -209567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -209568.000000 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -209568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -209568.000000 Penalty: 2400.603027
	Iteration 13F: 3 clusters Score -209568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -51936.585938 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -51936.59 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 140 members 
Entering Unmasked Estep 
Score: -51104.960938 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -51104.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51216.031250 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -51216.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51270.167969 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -51270.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -51321.179688 Penalty: 1837.058960
	Iteration 3F: 3 clusters Score -51321.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51401.828125 Penalty: 1837.058960
	Iteration 4F: 3 clusters Score -51401.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -51424.500000 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -51424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -51444.261719 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -51444.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -51448.226562 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -51448.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -51461.839844 Penalty: 1837.058960
	Iteration 8Q: 3 clusters Score -51461.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -51476.070312 Penalty: 1837.058960
	Iteration 9Q: 3 clusters Score -51476.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -51483.015625 Penalty: 1837.058960
	Iteration 10Q: 3 clusters Score -51483.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -51485.332031 Penalty: 1837.058960
	Iteration 11Q: 3 clusters Score -51485.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -51485.332031 Penalty: 1837.058960
	Iteration 12F: 3 clusters Score -51485.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -32956.460938 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -32956.46 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 143 members 
Entering Unmasked Estep 
Score: -32109.304688 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -32109.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32176.369141 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -32176.37 nChanged 11
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: -32206.000000 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -32206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32222.554688 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -32222.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32224.525391 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -32224.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32226.427734 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -32226.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32226.427734 Penalty: 1812.183472
	Iteration 6F: 3 clusters Score -32226.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -489964.937500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -489964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -486678.750000 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -486678.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -487571.343750 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -487571.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -487752.031250 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -487752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -487852.968750 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -487853 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -487921.437500 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -487921.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -487978.343750 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -487978.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -488036.875000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -488036.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -488098.031250 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -488098 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -488163.531250 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -488163.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -488224.937500 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -488224.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -488291.312500 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -488291.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -488370.218750 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -488370.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -488446.875000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -488446.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -488530.062500 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -488530.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -488603.968750 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -488604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -488667.875000 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -488667.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -488718.000000 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -488718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -488749.656250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -488749.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -488776.781250 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -488776.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -488811.187500 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -488811.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -488840.656250 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -488840.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -488852.968750 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -488853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -488865.812500 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -488865.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -488878.906250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -488878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -488888.593750 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -488888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -488893.843750 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -488893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -488902.031250 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -488902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -488908.625000 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -488908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -488915.406250 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -488915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -488919.468750 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -488919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -488920.531250 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -488920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -488921.843750 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -488921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -488921.843750 Penalty: 2680.686768
	Iteration 32F: 3 clusters Score -488921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8128.694824 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -8128.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7323.431641 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -7323.432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7601.530762 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -7601.531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7731.352539 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -7731.353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7765.676758 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -7765.677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7811.902832 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -7811.903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7855.177246 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -7855.177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7874.161621 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -7874.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7877.871582 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -7877.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7877.871582 Penalty: 1828.976929
	Iteration 8F: 3 clusters Score -7877.872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1636053.875000 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -1636054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1627237.125000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -1627237 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1630539.625000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -1630540 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1631070.000000 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -1631070 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1631598.750000 Penalty: 3068.084717
	Iteration 3F: 3 clusters Score -1631599 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1632172.250000 Penalty: 3068.084717
	Iteration 4F: 3 clusters Score -1632172 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1632738.750000 Penalty: 3068.084717
	Iteration 5F: 3 clusters Score -1632739 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1633267.625000 Penalty: 3068.084717
	Iteration 6F: 3 clusters Score -1633268 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1633678.250000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -1633678 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1633973.000000 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -1633973 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1634160.125000 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -1634160 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1634327.375000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -1634327 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1634451.750000 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -1634452 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1634535.000000 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -1634535 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1634604.375000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -1634604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1634670.125000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -1634670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1634712.750000 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -1634713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1634746.500000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -1634746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1634773.250000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -1634773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1634794.750000 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -1634795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1634821.000000 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -1634821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1634848.875000 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -1634849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1634879.500000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -1634880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1634915.500000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -1634916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1634936.000000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -1634936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1634959.125000 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -1634959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1634970.375000 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -1634970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1634980.125000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -1634980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1634986.250000 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -1634986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1634987.875000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -1634988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1634997.250000 Penalty: 3068.084717
	Iteration 29Q: 3 clusters Score -1634997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1634999.500000 Penalty: 3068.084717
	Iteration 30Q: 3 clusters Score -1635000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1635002.625000 Penalty: 3068.084717
	Iteration 31Q: 3 clusters Score -1635003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1635005.500000 Penalty: 3068.084717
	Iteration 32Q: 3 clusters Score -1635006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1635010.875000 Penalty: 3068.084717
	Iteration 33Q: 3 clusters Score -1635011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1635010.625000 Penalty: 3068.084717
	Iteration 34Q: 3 clusters Score -1635011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1635009.500000 Penalty: 3068.084717
	Iteration 35Q: 3 clusters Score -1635010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1635014.125000 Penalty: 3068.084717
	Iteration 36Q: 3 clusters Score -1635014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1635011.750000 Penalty: 3068.084717
	Iteration 37Q: 3 clusters Score -1635012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1635013.875000 Penalty: 3068.084717
	Iteration 38Q: 3 clusters Score -1635014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1635019.125000 Penalty: 3068.084717
	Iteration 39Q: 3 clusters Score -1635019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1635018.875000 Penalty: 3068.084717
	Iteration 40F: 3 clusters Score -1635019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1635022.125000 Penalty: 3068.084717
	Iteration 41Q: 3 clusters Score -1635022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1635021.000000 Penalty: 3068.084717
	Iteration 42Q: 3 clusters Score -1635021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1635024.375000 Penalty: 3068.084717
	Iteration 43Q: 3 clusters Score -1635024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1635028.500000 Penalty: 3068.084717
	Iteration 44Q: 3 clusters Score -1635028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1635025.375000 Penalty: 3068.084717
	Iteration 45Q: 3 clusters Score -1635025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1635025.250000 Penalty: 3068.084717
	Iteration 46Q: 3 clusters Score -1635025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1635026.750000 Penalty: 3068.084717
	Iteration 47Q: 3 clusters Score -1635027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1635026.750000 Penalty: 3068.084717
	Iteration 48Q: 3 clusters Score -1635027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1635029.875000 Penalty: 3068.084717
	Iteration 49Q: 3 clusters Score -1635030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1635030.125000 Penalty: 3068.084717
	Iteration 50Q: 3 clusters Score -1635030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1635029.875000 Penalty: 3068.084717
	Iteration 51Q: 3 clusters Score -1635030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1635029.750000 Penalty: 3068.084717
	Iteration 52Q: 3 clusters Score -1635030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1635032.750000 Penalty: 3068.084717
	Iteration 53Q: 3 clusters Score -1635033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1635033.750000 Penalty: 3068.084717
	Iteration 54Q: 3 clusters Score -1635034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1635034.125000 Penalty: 3068.084717
	Iteration 55Q: 3 clusters Score -1635034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1635035.750000 Penalty: 3068.084717
	Iteration 56Q: 3 clusters Score -1635036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1635039.500000 Penalty: 3068.084717
	Iteration 57Q: 3 clusters Score -1635040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1635041.125000 Penalty: 3068.084717
	Iteration 58Q: 3 clusters Score -1635041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1635042.625000 Penalty: 3068.084717
	Iteration 59Q: 3 clusters Score -1635043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1635045.125000 Penalty: 3068.084717
	Iteration 60F: 3 clusters Score -1635045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1635044.250000 Penalty: 3068.084717
	Iteration 61Q: 3 clusters Score -1635044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1635050.750000 Penalty: 3068.084717
	Iteration 62Q: 3 clusters Score -1635051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1635051.375000 Penalty: 3068.084717
	Iteration 63Q: 3 clusters Score -1635051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1635053.750000 Penalty: 3068.084717
	Iteration 64Q: 3 clusters Score -1635054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1635053.625000 Penalty: 3068.084717
	Iteration 65Q: 3 clusters Score -1635054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1635055.500000 Penalty: 3068.084717
	Iteration 66Q: 3 clusters Score -1635056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1635052.375000 Penalty: 3068.084717
	Iteration 67Q: 3 clusters Score -1635052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1635053.125000 Penalty: 3068.084717
	Iteration 68Q: 3 clusters Score -1635053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1635053.250000 Penalty: 3068.084717
	Iteration 69Q: 3 clusters Score -1635053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1635053.000000 Penalty: 3068.084717
	Iteration 70Q: 3 clusters Score -1635053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1635055.875000 Penalty: 3068.084717
	Iteration 71Q: 3 clusters Score -1635056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1635057.875000 Penalty: 3068.084717
	Iteration 72Q: 3 clusters Score -1635058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1635055.250000 Penalty: 3068.084717
	Iteration 73Q: 3 clusters Score -1635055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1635056.750000 Penalty: 3068.084717
	Iteration 74Q: 3 clusters Score -1635057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1635061.125000 Penalty: 3068.084717
	Iteration 75Q: 3 clusters Score -1635061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1635060.250000 Penalty: 3068.084717
	Iteration 76Q: 3 clusters Score -1635060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1635060.250000 Penalty: 3068.084717
	Iteration 77Q: 3 clusters Score -1635060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1635066.000000 Penalty: 3068.084717
	Iteration 78Q: 3 clusters Score -1635066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1635058.625000 Penalty: 3068.084717
	Iteration 79Q: 3 clusters Score -1635059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1635066.125000 Penalty: 3068.084717
	Iteration 80F: 3 clusters Score -1635066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1635070.875000 Penalty: 3068.084717
	Iteration 81Q: 3 clusters Score -1635071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1635073.250000 Penalty: 3068.084717
	Iteration 82Q: 3 clusters Score -1635073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1635074.250000 Penalty: 3068.084717
	Iteration 83Q: 3 clusters Score -1635074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1635073.375000 Penalty: 3068.084717
	Iteration 84Q: 3 clusters Score -1635073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1635074.250000 Penalty: 3068.084717
	Iteration 85Q: 3 clusters Score -1635074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1635082.250000 Penalty: 3068.084717
	Iteration 86Q: 3 clusters Score -1635082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1635080.000000 Penalty: 3068.084717
	Iteration 87Q: 3 clusters Score -1635080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1635082.250000 Penalty: 3068.084717
	Iteration 88Q: 3 clusters Score -1635082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1635085.750000 Penalty: 3068.084717
	Iteration 89Q: 3 clusters Score -1635086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1635087.375000 Penalty: 3068.084717
	Iteration 90Q: 3 clusters Score -1635087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1635089.125000 Penalty: 3068.084717
	Iteration 91Q: 3 clusters Score -1635089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1635086.000000 Penalty: 3068.084717
	Iteration 92Q: 3 clusters Score -1635086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1635085.750000 Penalty: 3068.084717
	Iteration 93Q: 3 clusters Score -1635086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1635088.000000 Penalty: 3068.084717
	Iteration 94Q: 3 clusters Score -1635088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1635089.750000 Penalty: 3068.084717
	Iteration 95Q: 3 clusters Score -1635090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1635091.500000 Penalty: 3068.084717
	Iteration 96Q: 3 clusters Score -1635092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1635089.000000 Penalty: 3068.084717
	Iteration 97Q: 3 clusters Score -1635089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1635087.000000 Penalty: 3068.084717
	Iteration 98Q: 3 clusters Score -1635087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1635087.000000 Penalty: 3068.084717
	Iteration 99Q: 3 clusters Score -1635087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1635088.625000 Penalty: 3068.084717
	Iteration 100F: 3 clusters Score -1635089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1635089.750000 Penalty: 3068.084717
	Iteration 101Q: 3 clusters Score -1635090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1635088.000000 Penalty: 3068.084717
	Iteration 102Q: 3 clusters Score -1635088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1635091.125000 Penalty: 3068.084717
	Iteration 103Q: 3 clusters Score -1635091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1635090.000000 Penalty: 3068.084717
	Iteration 104Q: 3 clusters Score -1635090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1635090.000000 Penalty: 3068.084717
	Iteration 105Q: 3 clusters Score -1635090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1635088.625000 Penalty: 3068.084717
	Iteration 106Q: 3 clusters Score -1635089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1635092.625000 Penalty: 3068.084717
	Iteration 107Q: 3 clusters Score -1635093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1635092.875000 Penalty: 3068.084717
	Iteration 108Q: 3 clusters Score -1635093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1635093.875000 Penalty: 3068.084717
	Iteration 109Q: 3 clusters Score -1635094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1635094.000000 Penalty: 3068.084717
	Iteration 110Q: 3 clusters Score -1635094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1635091.875000 Penalty: 3068.084717
	Iteration 111Q: 3 clusters Score -1635092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1635097.375000 Penalty: 3068.084717
	Iteration 112Q: 3 clusters Score -1635097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1635100.625000 Penalty: 3068.084717
	Iteration 113Q: 3 clusters Score -1635101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1635102.250000 Penalty: 3068.084717
	Iteration 114Q: 3 clusters Score -1635102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1635100.125000 Penalty: 3068.084717
	Iteration 115Q: 3 clusters Score -1635100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1635100.375000 Penalty: 3068.084717
	Iteration 116Q: 3 clusters Score -1635100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1635100.750000 Penalty: 3068.084717
	Iteration 117Q: 3 clusters Score -1635101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1635101.875000 Penalty: 3068.084717
	Iteration 118Q: 3 clusters Score -1635102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1635101.125000 Penalty: 3068.084717
	Iteration 119Q: 3 clusters Score -1635101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1635102.875000 Penalty: 3068.084717
	Iteration 120F: 3 clusters Score -1635103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1635104.750000 Penalty: 3068.084717
	Iteration 121Q: 3 clusters Score -1635105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1635103.000000 Penalty: 3068.084717
	Iteration 122Q: 3 clusters Score -1635103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1635103.500000 Penalty: 3068.084717
	Iteration 123Q: 3 clusters Score -1635104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1635105.625000 Penalty: 3068.084717
	Iteration 124Q: 3 clusters Score -1635106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1635109.375000 Penalty: 3068.084717
	Iteration 125Q: 3 clusters Score -1635109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1635109.375000 Penalty: 3068.084717
	Iteration 126Q: 3 clusters Score -1635109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1635107.750000 Penalty: 3068.084717
	Iteration 127Q: 3 clusters Score -1635108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1635107.000000 Penalty: 3068.084717
	Iteration 128Q: 3 clusters Score -1635107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1635109.250000 Penalty: 3068.084717
	Iteration 129Q: 3 clusters Score -1635109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1635109.125000 Penalty: 3068.084717
	Iteration 130Q: 3 clusters Score -1635109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1635110.750000 Penalty: 3068.084717
	Iteration 131Q: 3 clusters Score -1635111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1635112.000000 Penalty: 3068.084717
	Iteration 132Q: 3 clusters Score -1635112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1635109.625000 Penalty: 3068.084717
	Iteration 133Q: 3 clusters Score -1635110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1635109.625000 Penalty: 3068.084717
	Iteration 134Q: 3 clusters Score -1635110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1635109.500000 Penalty: 3068.084717
	Iteration 135Q: 3 clusters Score -1635110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1635110.375000 Penalty: 3068.084717
	Iteration 136Q: 3 clusters Score -1635110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1635110.875000 Penalty: 3068.084717
	Iteration 137Q: 3 clusters Score -1635111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1635109.625000 Penalty: 3068.084717
	Iteration 138Q: 3 clusters Score -1635110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1635108.250000 Penalty: 3068.084717
	Iteration 139Q: 3 clusters Score -1635108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1635110.250000 Penalty: 3068.084717
	Iteration 140F: 3 clusters Score -1635110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1635111.875000 Penalty: 3068.084717
	Iteration 141Q: 3 clusters Score -1635112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1635110.000000 Penalty: 3068.084717
	Iteration 142Q: 3 clusters Score -1635110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1635108.875000 Penalty: 3068.084717
	Iteration 143Q: 3 clusters Score -1635109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1635110.875000 Penalty: 3068.084717
	Iteration 144Q: 3 clusters Score -1635111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1635110.125000 Penalty: 3068.084717
	Iteration 145Q: 3 clusters Score -1635110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1635111.875000 Penalty: 3068.084717
	Iteration 146Q: 3 clusters Score -1635112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1635112.125000 Penalty: 3068.084717
	Iteration 147Q: 3 clusters Score -1635112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1635109.500000 Penalty: 3068.084717
	Iteration 148Q: 3 clusters Score -1635110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1635108.875000 Penalty: 3068.084717
	Iteration 149Q: 3 clusters Score -1635109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1635111.500000 Penalty: 3068.084717
	Iteration 150Q: 3 clusters Score -1635112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1635111.500000 Penalty: 3068.084717
	Iteration 151F: 3 clusters Score -1635112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49124.957031 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -49124.96 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 166 members 
Entering Unmasked Estep 
Score: -48262.316406 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -48262.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48411.636719 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -48411.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48472.488281 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -48472.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48490.027344 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -48490.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48504.250000 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -48504.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48521.687500 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -48521.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48543.468750 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -48543.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48545.933594 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -48545.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48545.933594 Penalty: 1898.208496
	Iteration 8F: 3 clusters Score -48545.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -73742.273438 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -73742.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72608.500000 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -72608.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72779.757812 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -72779.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72826.437500 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -72826.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72837.359375 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -72837.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72849.898438 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -72849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72853.062500 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -72853.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72853.585938 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -72853.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72853.585938 Penalty: 2069.102783
	Iteration 7F: 3 clusters Score -72853.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -1227319.375000 Penalty: 1484.712769
	Iteration 0F: 2 clusters Score -1227319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1220614.375000 Penalty: 2969.425537
	Iteration 0F: 3 clusters Score -1220614 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1222884.875000 Penalty: 2969.425537
	Iteration 1F: 3 clusters Score -1222885 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1223340.125000 Penalty: 2969.425537
	Iteration 2F: 3 clusters Score -1223340 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1223869.875000 Penalty: 2969.425537
	Iteration 3F: 3 clusters Score -1223870 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1224450.125000 Penalty: 2969.425537
	Iteration 4F: 3 clusters Score -1224450 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1224949.000000 Penalty: 2969.425537
	Iteration 5F: 3 clusters Score -1224949 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1225336.500000 Penalty: 2969.425537
	Iteration 6F: 3 clusters Score -1225336 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1225702.250000 Penalty: 2969.425537
	Iteration 7Q: 3 clusters Score -1225702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1226158.500000 Penalty: 2969.425537
	Iteration 8Q: 3 clusters Score -1226158 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1226594.750000 Penalty: 2969.425537
	Iteration 9Q: 3 clusters Score -1226595 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1226910.000000 Penalty: 2969.425537
	Iteration 10Q: 3 clusters Score -1226910 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1227032.750000 Penalty: 2969.425537
	Iteration 11Q: 3 clusters Score -1227033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1227074.625000 Penalty: 2969.425537
	Iteration 12Q: 3 clusters Score -1227075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1227090.875000 Penalty: 2969.425537
	Iteration 13Q: 3 clusters Score -1227091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1227091.875000 Penalty: 2969.425537
	Iteration 14Q: 3 clusters Score -1227092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1227097.250000 Penalty: 2969.425537
	Iteration 15Q: 3 clusters Score -1227097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1227101.625000 Penalty: 2969.425537
	Iteration 16Q: 3 clusters Score -1227102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1227101.000000 Penalty: 2969.425537
	Iteration 17Q: 3 clusters Score -1227101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1227101.375000 Penalty: 2969.425537
	Iteration 18Q: 3 clusters Score -1227101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1227104.000000 Penalty: 2969.425537
	Iteration 19Q: 3 clusters Score -1227104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1227104.000000 Penalty: 2969.425537
	Iteration 20F: 3 clusters Score -1227104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1227104.500000 Penalty: 2969.425537
	Iteration 21Q: 3 clusters Score -1227104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1227104.500000 Penalty: 2969.425537
	Iteration 22F: 3 clusters Score -1227104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (72627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Entering Unmasked Estep 
Score: -9921342.000000 Penalty: 1818.877563
	Iteration 0F: 2 clusters Score -9921342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -9876291.000000 Penalty: 3637.755127
	Iteration 0F: 3 clusters Score -9876291 nChanged 34575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -9896199.000000 Penalty: 3637.755127
	Iteration 1F: 3 clusters Score -9896199 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9897044.000000 Penalty: 3637.755127
	Iteration 2Q: 3 clusters Score -9897044 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -9898112.000000 Penalty: 3637.755127
	Iteration 3Q: 3 clusters Score -9898112 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -9899800.000000 Penalty: 3637.755127
	Iteration 4Q: 3 clusters Score -9899800 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -9902293.000000 Penalty: 3637.755127
	Iteration 5F: 3 clusters Score -9902293 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -9905738.000000 Penalty: 3637.755127
	Iteration 6F: 3 clusters Score -9905738 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -9909760.000000 Penalty: 3637.755127
	Iteration 7F: 3 clusters Score -9909760 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -9913429.000000 Penalty: 3637.755127
	Iteration 8F: 3 clusters Score -9913429 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -9916041.000000 Penalty: 3637.755127
	Iteration 9Q: 3 clusters Score -9916041 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -9917592.000000 Penalty: 3637.755127
	Iteration 10Q: 3 clusters Score -9917592 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -9918509.000000 Penalty: 3637.755127
	Iteration 11Q: 3 clusters Score -9918509 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -9918992.000000 Penalty: 3637.755127
	Iteration 12Q: 3 clusters Score -9918992 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -9919289.000000 Penalty: 3637.755127
	Iteration 13Q: 3 clusters Score -9919289 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -9919444.000000 Penalty: 3637.755127
	Iteration 14Q: 3 clusters Score -9919444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -9919562.000000 Penalty: 3637.755127
	Iteration 15Q: 3 clusters Score -9919562 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -9919637.000000 Penalty: 3637.755127
	Iteration 16Q: 3 clusters Score -9919637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -9919689.000000 Penalty: 3637.755127
	Iteration 17Q: 3 clusters Score -9919689 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9919734.000000 Penalty: 3637.755127
	Iteration 18Q: 3 clusters Score -9919734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -9919772.000000 Penalty: 3637.755127
	Iteration 19Q: 3 clusters Score -9919772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -9919784.000000 Penalty: 3637.755127
	Iteration 20F: 3 clusters Score -9919784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -9919807.000000 Penalty: 3637.755127
	Iteration 21Q: 3 clusters Score -9919807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -9919821.000000 Penalty: 3637.755127
	Iteration 22Q: 3 clusters Score -9919821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -9919834.000000 Penalty: 3637.755127
	Iteration 23Q: 3 clusters Score -9919834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9919838.000000 Penalty: 3637.755127
	Iteration 24Q: 3 clusters Score -9919838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -9919848.000000 Penalty: 3637.755127
	Iteration 25Q: 3 clusters Score -9919848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -9919858.000000 Penalty: 3637.755127
	Iteration 26Q: 3 clusters Score -9919858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -9919859.000000 Penalty: 3637.755127
	Iteration 27Q: 3 clusters Score -9919859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -9919853.000000 Penalty: 3637.755127
	Iteration 28Q: 3 clusters Score -9919853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -9919862.000000 Penalty: 3637.755127
	Iteration 29Q: 3 clusters Score -9919862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -9919864.000000 Penalty: 3637.755127
	Iteration 30Q: 3 clusters Score -9919864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9919870.000000 Penalty: 3637.755127
	Iteration 31Q: 3 clusters Score -9919870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9919867.000000 Penalty: 3637.755127
	Iteration 32Q: 3 clusters Score -9919867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -9919866.000000 Penalty: 3637.755127
	Iteration 33Q: 3 clusters Score -9919866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -9919867.000000 Penalty: 3637.755127
	Iteration 34Q: 3 clusters Score -9919867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -9919871.000000 Penalty: 3637.755127
	Iteration 35Q: 3 clusters Score -9919871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9919871.000000 Penalty: 3637.755127
	Iteration 36Q: 3 clusters Score -9919871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -9919874.000000 Penalty: 3637.755127
	Iteration 37Q: 3 clusters Score -9919874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -9919872.000000 Penalty: 3637.755127
	Iteration 38Q: 3 clusters Score -9919872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9919875.000000 Penalty: 3637.755127
	Iteration 39Q: 3 clusters Score -9919875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -9919875.000000 Penalty: 3637.755127
	Iteration 40F: 3 clusters Score -9919875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -9919880.000000 Penalty: 3637.755127
	Iteration 41Q: 3 clusters Score -9919880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -9919883.000000 Penalty: 3637.755127
	Iteration 42Q: 3 clusters Score -9919883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -9919883.000000 Penalty: 3637.755127
	Iteration 43F: 3 clusters Score -9919883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34218 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13461 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12585 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000024.000000 Penalty: 156371.718750
Iteration 479Q: 74 clusters Score -6.900002e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21169 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70667 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4147 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13464 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12584 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9291 members 
Mstep: Class 73 contains 72625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69000000.000000 Penalty: 156371.718750
Iteration 480F: 74 clusters Score -6.9e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70680 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4139 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12582 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 72620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999936.000000 Penalty: 156371.718750
Iteration 481Q: 74 clusters Score -6.899994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70693 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4130 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12581 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 72616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999920.000000 Penalty: 156371.718750
Iteration 482Q: 74 clusters Score -6.899992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70712 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4124 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13467 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12579 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 72604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999912.000000 Penalty: 156371.718750
Iteration 483Q: 74 clusters Score -6.899991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70727 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4113 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13469 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12579 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9291 members 
Mstep: Class 73 contains 72599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999896.000000 Penalty: 156371.718750
Iteration 484Q: 74 clusters Score -6.89999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70750 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4105 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13468 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12576 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9290 members 
Mstep: Class 73 contains 72589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999848.000000 Penalty: 156371.718750
Iteration 485Q: 74 clusters Score -6.899985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70777 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4097 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13473 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12573 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999824.000000 Penalty: 156371.718750
Iteration 486Q: 74 clusters Score -6.899982e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70805 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4092 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13474 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12574 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9289 members 
Mstep: Class 73 contains 72545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999872.000000 Penalty: 156371.718750
Iteration 487Q: 74 clusters Score -6.899987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70829 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4085 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13474 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12571 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9289 members 
Mstep: Class 73 contains 72531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999896.000000 Penalty: 156371.718750
Iteration 488Q: 74 clusters Score -6.89999e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70842 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7623 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4076 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13471 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12569 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999912.000000 Penalty: 156371.718750
Iteration 489Q: 74 clusters Score -6.899991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70862 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4063 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13473 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12562 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9287 members 
Mstep: Class 73 contains 72532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999920.000000 Penalty: 156371.718750
Iteration 490Q: 74 clusters Score -6.899992e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70870 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4055 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13471 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12567 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9287 members 
Mstep: Class 73 contains 72529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999880.000000 Penalty: 156371.718750
Iteration 491Q: 74 clusters Score -6.899988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70867 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4136 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4046 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13469 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12566 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9286 members 
Mstep: Class 73 contains 72545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999848.000000 Penalty: 156371.718750
Iteration 492Q: 74 clusters Score -6.899985e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70858 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4036 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12575 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9284 members 
Mstep: Class 73 contains 72560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999888.000000 Penalty: 156371.718750
Iteration 493Q: 74 clusters Score -6.899989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70847 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4024 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13464 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12577 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9284 members 
Mstep: Class 73 contains 72581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999888.000000 Penalty: 156371.718750
Iteration 494Q: 74 clusters Score -6.899989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70848 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4138 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4013 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13463 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12580 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9284 members 
Mstep: Class 73 contains 72588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999912.000000 Penalty: 156371.718750
Iteration 495Q: 74 clusters Score -6.899991e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70840 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 4003 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13462 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12582 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9286 members 
Mstep: Class 73 contains 72602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999880.000000 Penalty: 156371.718750
Iteration 496Q: 74 clusters Score -6.899988e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70832 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 3991 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13465 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12582 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9288 members 
Mstep: Class 73 contains 72617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999920.000000 Penalty: 156371.718750
Iteration 497Q: 74 clusters Score -6.899992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70811 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 3987 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13462 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12586 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 72637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999896.000000 Penalty: 156371.718750
Iteration 498Q: 74 clusters Score -6.89999e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70809 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 3977 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13458 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12587 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9292 members 
Mstep: Class 73 contains 72652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999856.000000 Penalty: 156371.718750
Iteration 499Q: 74 clusters Score -6.899986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 70804 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 63698 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 74606 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 34217 members 
Mstep: Class 30 contains 484 members 
Mstep: Class 31 contains 25990 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 4139 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 3968 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 13460 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 3173 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 1288 members 
Mstep: Class 52 contains 561 members 
Mstep: Class 53 contains 2911 members 
Mstep: Class 54 contains 1410 members 
Mstep: Class 55 contains 5586 members 
Mstep: Class 56 contains 729 members 
Mstep: Class 57 contains 650 members 
Mstep: Class 58 contains 3767 members 
Mstep: Class 59 contains 2539 members 
Mstep: Class 60 contains 1129 members 
Mstep: Class 61 contains 388 members 
Mstep: Class 62 contains 2878 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 1614 members 
Mstep: Class 65 contains 285 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 3821 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 12588 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 582 members 
Mstep: Class 72 contains 9293 members 
Mstep: Class 73 contains 72662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68999816.000000 Penalty: 156371.718750
Iteration 500F: 74 clusters Score -6.899982e+07 nChanged 59
Maximum iterations exceeded
--- Evaluating fit on full set of 1592208 points ---
Entering Unmasked Estep 
Score: -206826224.000000 Penalty: 169404.000000
25->74 Clusters: Score -206826224.000000, best is -206888752.000000

Main iterations: 0 (time per=infms)
Total iterations: 136553 (time per=174.981509ms)
Iterations metric 2: 2180143775744.000000 (time per=10.959942ns)
Iterations metric 3: 52313628606464.000000 (time per=456.750003ps)

That took 23894.250000 seconds.
